import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
from datetime import datetime
import calendar
import warnings
from math import sin, cos, sqrt, atan2, radians,asin
from sklearn.model_selection import train_test_split
from sklearn.metrics import mean_squared_error
from sklearn.linear_model import LinearRegression
from sklearn.model_selection import GridSearchCV
from sklearn.ensemble import RandomForestRegressor
import lightgbm as lgb
import xgboost as xgb
from sklearn.metrics import roc_auc_score
import xgboost as xgb
from hyperopt import hp, fmin, tpe, STATUS_OK, Trials
warnings.filterwarnings('ignore')
train=pd.read_csv("train.csv",nrows=3000000)
print("Shape of Training Data",train.shape)
test=pd.read_csv("test.csv")
print("Shape of Testing Data", test.shape)
Shape of Training Data (3000000, 8) Shape of Testing Data (9914, 7)
def encodeDays(day_of_week):
day_dict={'Sunday':0,'Monday':1,'Tuesday':2,'Wednesday':3,'Thursday':4,'Friday':5,'Saturday':6}
return day_dict[day_of_week]
def clean_data(data):
boundary={'min_lng':-74.263242,
'min_lat':40.573143,
'max_lng':-72.986532,
'max_lat':41.709555}
data['pickup_datetime']=pd.to_datetime(data['pickup_datetime'],format='%Y-%m-%d %H:%M:%S UTC')
data['pickup_day']=data['pickup_datetime'].apply(lambda x:x.day)
data['pickup_hour']=data['pickup_datetime'].apply(lambda x:x.hour)
data['pickup_day_of_week']=data['pickup_datetime'].apply(lambda x:calendar.day_name[x.weekday()])
data['pickup_month']=data['pickup_datetime'].apply(lambda x:x.month)
data['pickup_year']=data['pickup_datetime'].apply(lambda x:x.year)
if 'fare_amount' in data.columns:
data=data[data['fare_amount']>=0]
data.loc[~((data.pickup_longitude >= boundary['min_lng'] ) & (data.pickup_longitude <= boundary['max_lng']) &
(data.pickup_latitude >= boundary['min_lat']) & (data.pickup_latitude <= boundary['max_lat']) &
(data.dropoff_longitude >= boundary['min_lng']) & (data.dropoff_longitude <= boundary['max_lng']) &
(data.dropoff_latitude >=boundary['min_lat']) & (data.dropoff_latitude <= boundary['max_lat'])),'is_outlier_loc']=1
data.loc[((data.pickup_longitude >= boundary['min_lng'] ) & (data.pickup_longitude <= boundary['max_lng']) &
(data.pickup_latitude >= boundary['min_lat']) & (data.pickup_latitude <= boundary['max_lat']) &
(data.dropoff_longitude >= boundary['min_lng']) & (data.dropoff_longitude <= boundary['max_lng']) &
(data.dropoff_latitude >=boundary['min_lat']) & (data.dropoff_latitude <= boundary['max_lat'])),'is_outlier_loc']=0
#print("Outlier vs Non Outlier Counts")
#print(data['is_outlier_loc'].value_counts())
# Let us drop rows, where location is outlier
data=data.loc[data['is_outlier_loc']==0]
data.drop(['is_outlier_loc'],axis=1,inplace=True)
data=data[data['passenger_count']<=8]
data['pickup_day_of_week']=data['pickup_day_of_week'].apply(lambda x:encodeDays(x))
return data
train=clean_data(train)
test=clean_data(test)
print("Shape of Training Data after cleaning ",train.shape)
print("Shape of Testing Data after cleaning", test.shape)
Shape of Training Data after cleaning (2935680, 13) Shape of Testing Data after cleaning (9914, 12)
This step includes:
def processDataForModelling(data,target,drop_cols,is_train=True,split=0.25):
data_1=data.drop(drop_cols,axis=1)
# One hot Encoding
data_1=pd.get_dummies(data_1)
if is_train==True:
X=data_1.drop([target],axis=1)
y=data_1[target]
X_train, X_test, y_train, y_test = train_test_split(X,y, test_size=split,random_state=123)
print("Shape of Training Features",X_train.shape)
print("Shape of Validation Features ",X_test.shape)
return X_train, X_test, y_train, y_test
else:
print ("Shape of Test Data",data_1.shape)
return data_1
X_train, X_test, y_train, y_test=processDataForModelling(train,'fare_amount',drop_cols=['key','pickup_datetime'],is_train=True,split=0.2)
Shape of Training Features (2348544, 10) Shape of Validation Features (587136, 10)
test_data=processDataForModelling(test,'fare_amount',drop_cols=['key','pickup_datetime'],is_train=False)
Shape of Test Data (9914, 10)
The metric used in this problem is RMSE. We will try three models - Linear Regression, Random Forest and XGBoost and see which model performs better. We will use the best model among the three to further tune and apply feature Engineering
For Baseline, we will predict the average fare amount and check the RMSE on validation data. Any model, should be able to beat this simple benchmark
avg_fare=round(np.mean(y_train),2)
avg_fare
11.31
baseline_pred=np.repeat(avg_fare,y_test.shape[0])
baseline_rmse=np.sqrt(mean_squared_error(baseline_pred, y_test))
print("Baseline RMSE of Validation data :",baseline_rmse)
Basline RMSE of Validation data : 9.707556295335856
lm = LinearRegression()
lm.fit(X_train,y_train)
y_pred=np.round(lm.predict(X_test),2)
lm_rmse=np.sqrt(mean_squared_error(y_pred, y_test))
print("RMSE for Linear Regression is ",lm_rmse)
RMSE for Linear Regression is 8.14028848424604
The linear regression model performed better than than the Baseline Mode. Let us create a Random Forest Model and see how it performs. Reason for failure of logistic regression model, is that it tries to fit a linear line between the variables and the targer. But, as we saw in the Exploratory analysis phase this is not true.
rf = RandomForestRegressor(n_estimators = 100, random_state = 883,n_jobs=-1)
rf.fit(X_train,y_train)
RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None, max_features='auto', max_leaf_nodes=None, min_impurity_decrease=0.0, min_impurity_split=None, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=-1, oob_score=False, random_state=883, verbose=0, warm_start=False)
rf_pred= rf.predict(X_test)
rf_rmse=np.sqrt(mean_squared_error(rf_pred, y_test))
print("RMSE for Random Forest is ",rf_rmse)
RMSE for Random Forest is 3.722760643979709
Random Forest has reduced the RMSE considerably as compared to Linear Regression. Random Forest works on the principle of Bagging The idea behind this is very intutive- when we want to make a decision about a field we do not know about we take advice from a people and then we decide based on the majority opinion. This is the idea behind Random Forest - multiple decision trees are created and output from each of the trees are averaged to predict the value. Random Forest are not susceptible to overfitting and since in Random Forest, each tree is trained independently of the other, it is more robust.
The next type of algorithm we will see is also another Tree based Ensemble algorithm - but it follows concept of Boosting.
train_data=lgb.Dataset(X_train,label=y_train)
param = {'num_leaves':31, 'num_trees':5000, 'objective':'regression'}
param['metric'] = 'l2_root'
num_round=5000
cv_results = lgb.cv(param, train_data, num_boost_round=num_round, nfold=10,verbose_eval=20, early_stopping_rounds=20,stratified=False)
[20] cv_agg's rmse: 5.06937 + 0.0937088 [40] cv_agg's rmse: 4.51336 + 0.10132 [60] cv_agg's rmse: 4.31256 + 0.0979842 [80] cv_agg's rmse: 4.22526 + 0.0978898 [100] cv_agg's rmse: 4.16198 + 0.0975422 [120] cv_agg's rmse: 4.11534 + 0.100577 [140] cv_agg's rmse: 4.08472 + 0.0993362 [160] cv_agg's rmse: 4.06033 + 0.100064 [180] cv_agg's rmse: 4.03975 + 0.101011 [200] cv_agg's rmse: 4.02197 + 0.100109 [220] cv_agg's rmse: 4.00684 + 0.102158 [240] cv_agg's rmse: 3.99238 + 0.103733 [260] cv_agg's rmse: 3.98044 + 0.102612 [280] cv_agg's rmse: 3.97015 + 0.100662 [300] cv_agg's rmse: 3.9603 + 0.100332 [320] cv_agg's rmse: 3.95286 + 0.099647 [340] cv_agg's rmse: 3.94603 + 0.100222 [360] cv_agg's rmse: 3.93663 + 0.0989949 [380] cv_agg's rmse: 3.93024 + 0.0996305 [400] cv_agg's rmse: 3.92465 + 0.100501 [420] cv_agg's rmse: 3.91913 + 0.100063 [440] cv_agg's rmse: 3.9146 + 0.0998755 [460] cv_agg's rmse: 3.91079 + 0.100746 [480] cv_agg's rmse: 3.9063 + 0.100846 [500] cv_agg's rmse: 3.9024 + 0.100475 [520] cv_agg's rmse: 3.89894 + 0.100715 [540] cv_agg's rmse: 3.89635 + 0.101001 [560] cv_agg's rmse: 3.89343 + 0.100644 [580] cv_agg's rmse: 3.89124 + 0.100455 [600] cv_agg's rmse: 3.88895 + 0.100296 [620] cv_agg's rmse: 3.8868 + 0.10026 [640] cv_agg's rmse: 3.88455 + 0.100971 [660] cv_agg's rmse: 3.88226 + 0.101027 [680] cv_agg's rmse: 3.88051 + 0.10116 [700] cv_agg's rmse: 3.87818 + 0.10116 [720] cv_agg's rmse: 3.876 + 0.100849 [740] cv_agg's rmse: 3.87458 + 0.101012 [760] cv_agg's rmse: 3.87254 + 0.100788 [780] cv_agg's rmse: 3.87079 + 0.101062 [800] cv_agg's rmse: 3.86924 + 0.101792 [820] cv_agg's rmse: 3.86722 + 0.102397 [840] cv_agg's rmse: 3.86588 + 0.102242 [860] cv_agg's rmse: 3.86466 + 0.102834 [880] cv_agg's rmse: 3.86363 + 0.103115 [900] cv_agg's rmse: 3.8621 + 0.103099 [920] cv_agg's rmse: 3.86115 + 0.103268 [940] cv_agg's rmse: 3.85973 + 0.103429 [960] cv_agg's rmse: 3.85849 + 0.103831 [980] cv_agg's rmse: 3.85733 + 0.1036 [1000] cv_agg's rmse: 3.85645 + 0.103407 [1020] cv_agg's rmse: 3.85551 + 0.10303 [1040] cv_agg's rmse: 3.85464 + 0.103181 [1060] cv_agg's rmse: 3.85335 + 0.103414 [1080] cv_agg's rmse: 3.85294 + 0.103337 [1100] cv_agg's rmse: 3.85206 + 0.10327 [1120] cv_agg's rmse: 3.85154 + 0.103621 [1140] cv_agg's rmse: 3.85063 + 0.103654 [1160] cv_agg's rmse: 3.84959 + 0.103511 [1180] cv_agg's rmse: 3.84846 + 0.103414 [1200] cv_agg's rmse: 3.84771 + 0.103619 [1220] cv_agg's rmse: 3.84707 + 0.103865 [1240] cv_agg's rmse: 3.84638 + 0.103777 [1260] cv_agg's rmse: 3.8461 + 0.103788 [1280] cv_agg's rmse: 3.8455 + 0.10378 [1300] cv_agg's rmse: 3.84513 + 0.103697 [1320] cv_agg's rmse: 3.84429 + 0.103588 [1340] cv_agg's rmse: 3.84373 + 0.10324 [1360] cv_agg's rmse: 3.84314 + 0.103092 [1380] cv_agg's rmse: 3.84277 + 0.103228 [1400] cv_agg's rmse: 3.84252 + 0.103385 [1420] cv_agg's rmse: 3.84201 + 0.103324 [1440] cv_agg's rmse: 3.84144 + 0.103369 [1460] cv_agg's rmse: 3.84089 + 0.103625 [1480] cv_agg's rmse: 3.84028 + 0.103744 [1500] cv_agg's rmse: 3.83968 + 0.103932 [1520] cv_agg's rmse: 3.83924 + 0.104062 [1540] cv_agg's rmse: 3.83881 + 0.103956 [1560] cv_agg's rmse: 3.83827 + 0.103846 [1580] cv_agg's rmse: 3.83793 + 0.103872 [1600] cv_agg's rmse: 3.83749 + 0.103675 [1620] cv_agg's rmse: 3.83725 + 0.103785 [1640] cv_agg's rmse: 3.83674 + 0.103682 [1660] cv_agg's rmse: 3.83613 + 0.103957 [1680] cv_agg's rmse: 3.83585 + 0.103619 [1700] cv_agg's rmse: 3.83557 + 0.103879 [1720] cv_agg's rmse: 3.83546 + 0.103564 [1740] cv_agg's rmse: 3.83536 + 0.103553 [1760] cv_agg's rmse: 3.83515 + 0.103249 [1780] cv_agg's rmse: 3.83468 + 0.103302 [1800] cv_agg's rmse: 3.83426 + 0.103257 [1820] cv_agg's rmse: 3.83397 + 0.103151 [1840] cv_agg's rmse: 3.83335 + 0.103227 [1860] cv_agg's rmse: 3.83329 + 0.103184 [1880] cv_agg's rmse: 3.83289 + 0.103253 [1900] cv_agg's rmse: 3.83271 + 0.103085 [1920] cv_agg's rmse: 3.83228 + 0.103118 [1940] cv_agg's rmse: 3.83201 + 0.10295 [1960] cv_agg's rmse: 3.83182 + 0.103003 [1980] cv_agg's rmse: 3.83173 + 0.103383 [2000] cv_agg's rmse: 3.83144 + 0.103482 [2020] cv_agg's rmse: 3.83118 + 0.103405 [2040] cv_agg's rmse: 3.83079 + 0.103448 [2060] cv_agg's rmse: 3.83051 + 0.103443 [2080] cv_agg's rmse: 3.83025 + 0.103672 [2100] cv_agg's rmse: 3.83008 + 0.10363 [2120] cv_agg's rmse: 3.82987 + 0.103747 [2140] cv_agg's rmse: 3.82976 + 0.10376 [2160] cv_agg's rmse: 3.8297 + 0.103603 [2180] cv_agg's rmse: 3.82975 + 0.10366 [2200] cv_agg's rmse: 3.82943 + 0.103677 [2220] cv_agg's rmse: 3.82915 + 0.103851 [2240] cv_agg's rmse: 3.82905 + 0.104055 [2260] cv_agg's rmse: 3.82888 + 0.104095 [2280] cv_agg's rmse: 3.82868 + 0.10399 [2300] cv_agg's rmse: 3.82829 + 0.104008 [2320] cv_agg's rmse: 3.828 + 0.103889 [2340] cv_agg's rmse: 3.82777 + 0.103636 [2360] cv_agg's rmse: 3.82755 + 0.103808 [2380] cv_agg's rmse: 3.82739 + 0.103787 [2400] cv_agg's rmse: 3.82739 + 0.103829 [2420] cv_agg's rmse: 3.8269 + 0.103681 [2440] cv_agg's rmse: 3.82664 + 0.103759 [2460] cv_agg's rmse: 3.82646 + 0.103678 [2480] cv_agg's rmse: 3.8263 + 0.103461 [2500] cv_agg's rmse: 3.8263 + 0.10336
print('Best num_boost_round:', len(cv_results['rmse-mean']))
#lgb_pred = lgb_bst.predict(X_test)
Best num_boost_round: 2482
lgb_bst=lgb.train(param,train_data,len(cv_results['rmse-mean']))
lgb_pred = lgb_bst.predict(X_test)
lgb_rmse=np.sqrt(mean_squared_error(lgb_pred, y_test))
print("RMSE for Light GBM is ",lgb_rmse)
RMSE for Light GBM is 3.7899881516524565
Random Forest is better than Light GBM. Let us also create a XGBOOST Model and see how it performs.
dtrain = xgb.DMatrix(X_train,label=y_train)
dtest = xgb.DMatrix(X_test,label=y_test)
xgb_param = {'objective':'reg:linear','eval_metric':'rmse'}
xgb_cv=xgb.cv(xgb_param, dtrain, num_boost_round=5000, nfold=5,early_stopping_rounds=20)
[17:52:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:52:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:52:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:52:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:52:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:52:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:52:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:52:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:52:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:52:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:52:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:52:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:52:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:52:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:52:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:52:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:52:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:52:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:53:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:53:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:53:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:53:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:53:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:53:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:53:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:53:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:53:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:53:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:53:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:53:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:53:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [17:53:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:53:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:53:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [17:53:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:53:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:53:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:53:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:53:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:53:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:53:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:54:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [17:54:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:54:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:54:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:54:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:54:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:54:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:54:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:54:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:54:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:54:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:54:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:54:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [17:54:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:54:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [17:54:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [17:54:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:54:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [17:54:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:54:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:54:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [17:54:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:54:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:54:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [17:54:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:54:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:54:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [17:54:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:54:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:54:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:54:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:54:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:54:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:54:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [17:54:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [17:54:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:55:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:55:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:55:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:55:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:55:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:55:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:55:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:55:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:55:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:55:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:55:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:55:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:55:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [17:55:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [17:55:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [17:55:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [17:55:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [17:55:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:55:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [17:55:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:55:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [17:55:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:55:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:55:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:55:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:55:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:55:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:55:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:55:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:56:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:56:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:56:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [17:56:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:56:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:56:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:56:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:56:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [17:56:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:56:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [17:56:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [17:56:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:56:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:56:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:56:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:56:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [17:56:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:56:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:56:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [17:56:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:56:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:56:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:56:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:56:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:56:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [17:56:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [17:56:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:56:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [17:56:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:56:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [17:56:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:56:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:56:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:56:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [17:56:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:56:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:57:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:57:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:57:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:57:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:57:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:57:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:57:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:57:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:57:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:57:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:57:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:57:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:57:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:57:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:57:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:57:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:57:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:57:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:57:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [17:57:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [17:57:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:57:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:57:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [17:57:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:57:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:57:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:57:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:57:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:57:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:57:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:57:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:57:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:57:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [17:57:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:57:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [17:57:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:57:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:57:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [17:57:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:57:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [17:57:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [17:57:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:57:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:57:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [17:57:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:57:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [17:57:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:57:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:57:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [17:57:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:57:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:57:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:57:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:57:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:57:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:57:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:57:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:57:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [17:58:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:58:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:58:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:58:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:58:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:58:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [17:58:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:58:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [17:58:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [17:58:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [17:58:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:58:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:58:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:58:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [17:58:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:58:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:58:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:58:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:58:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 46 extra nodes, 0 pruned nodes, max_depth=6 [17:58:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:58:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:58:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:58:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:58:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:58:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:58:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:58:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:58:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:58:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:58:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:58:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:58:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:58:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:58:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:58:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 24 extra nodes, 0 pruned nodes, max_depth=6 [17:58:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:58:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:58:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [17:58:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:58:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:58:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:58:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:58:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [17:58:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:58:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:58:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:58:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [17:58:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:58:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:58:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [17:59:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:59:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [17:59:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [17:59:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:59:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:59:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [17:59:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:59:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:59:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [17:59:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [17:59:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [17:59:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:59:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [17:59:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:59:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [17:59:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [17:59:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:59:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:59:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [17:59:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:59:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:59:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [17:59:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:59:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:59:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [17:59:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [17:59:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [17:59:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [17:59:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [17:59:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [17:59:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [17:59:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [17:59:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:59:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:59:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [17:59:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [17:59:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [17:59:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:59:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [17:59:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [17:59:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:59:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 40 extra nodes, 0 pruned nodes, max_depth=6 [17:59:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [17:59:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [17:59:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [17:59:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:00:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:00:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:00:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:00:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:00:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:00:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:00:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:00:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:00:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:00:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:00:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:00:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:00:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:00:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:00:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:00:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:00:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:00:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:00:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:00:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:00:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:00:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:00:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:00:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:00:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:00:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:00:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:00:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:00:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:00:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:00:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:00:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:00:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:00:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:00:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:00:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:00:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:00:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:00:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:00:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:00:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:00:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:00:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:01:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:01:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:01:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:01:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:01:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:01:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:01:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:01:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:01:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:01:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:01:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:01:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:01:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:01:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:01:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:01:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:01:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:01:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:01:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:01:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:01:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:01:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:01:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:01:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:01:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:01:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:01:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:01:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:01:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:01:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:01:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:01:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:01:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:01:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:01:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:01:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:01:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:01:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:01:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:02:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:02:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:02:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:02:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:02:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:02:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:02:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:02:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:02:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:02:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:02:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:02:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 48 extra nodes, 0 pruned nodes, max_depth=6 [18:02:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:02:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:02:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:02:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:02:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:02:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:02:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:02:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:02:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:02:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:02:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:02:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:02:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:02:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:02:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:02:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:02:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:02:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:02:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:02:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:02:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:02:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:02:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:02:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:02:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:02:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 48 extra nodes, 0 pruned nodes, max_depth=6 [18:02:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:02:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:02:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:02:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:02:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:02:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:02:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:02:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:02:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:03:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:03:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:03:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:03:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:03:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:03:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:03:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:03:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:03:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:03:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:03:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:03:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 44 extra nodes, 0 pruned nodes, max_depth=6 [18:03:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:03:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:03:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:03:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:03:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:03:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:03:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:03:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:03:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:03:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:03:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:03:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:03:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:03:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:03:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:03:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:03:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:03:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:03:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:03:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:03:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:03:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:04:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:04:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:04:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:04:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:04:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:04:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:04:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:04:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:04:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:04:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:04:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:04:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:04:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:04:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:04:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:04:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:04:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:04:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:04:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:04:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:04:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:04:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:04:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:04:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:04:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:04:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:04:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:04:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:04:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:04:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:04:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:04:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:04:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:04:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:04:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:04:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:04:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:04:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:04:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:04:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:04:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:05:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:05:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:05:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:05:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:05:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:05:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:05:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:05:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:05:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:05:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:05:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:05:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:05:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:05:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:05:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:05:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 36 extra nodes, 0 pruned nodes, max_depth=6 [18:05:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:05:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:05:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:05:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:05:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:05:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:05:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:05:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:05:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:05:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:05:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:05:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:05:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:05:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:05:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:05:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:05:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:05:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:05:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:05:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:05:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:05:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:05:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:05:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:05:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:05:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:05:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:05:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:05:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:06:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:06:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:06:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:06:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:06:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:06:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 54 extra nodes, 0 pruned nodes, max_depth=6 [18:06:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:06:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:06:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:06:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:06:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:06:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:06:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 36 extra nodes, 0 pruned nodes, max_depth=6 [18:06:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:06:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:06:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:06:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:06:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:06:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:06:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:06:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:06:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:06:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:06:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:06:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:06:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:06:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:06:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:06:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:06:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:06:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:06:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:06:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:06:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:06:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:06:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:06:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:06:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:06:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:06:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:06:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:06:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:06:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:06:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:06:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:06:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:06:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:06:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:06:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:06:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:06:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:06:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:06:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:06:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:07:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:07:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:07:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:07:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:07:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:07:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:07:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:07:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:07:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:07:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:07:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:07:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:07:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:07:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:07:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:07:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:07:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:07:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:07:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:07:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:07:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:07:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:07:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:07:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:07:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:07:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:07:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:07:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:07:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:07:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:07:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:07:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:07:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:07:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:07:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:07:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:07:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:07:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:07:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:07:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:07:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:07:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:07:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:07:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:07:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:08:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:08:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:08:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:08:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:08:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:08:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:08:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:08:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:08:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:08:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:08:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:08:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:08:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:08:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:17:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:17:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:17:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:17:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:17:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:17:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:17:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:17:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:17:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:17:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:17:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:17:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:17:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:17:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:18:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 32 extra nodes, 0 pruned nodes, max_depth=6 [18:18:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:18:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:18:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:18:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:18:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:18:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:18:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:18:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:18:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:23:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:23:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:23:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:23:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:23:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:23:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:23:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:23:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:23:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:23:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:26:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:26:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:26:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:27:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:27:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:27:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:27:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:27:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:27:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:27:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:27:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:27:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 36 extra nodes, 0 pruned nodes, max_depth=6 [18:27:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:27:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:27:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:27:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:27:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:27:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:27:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:27:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:27:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:27:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:27:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:27:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:27:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:27:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:27:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:27:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:27:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:27:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:27:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:27:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:27:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:27:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:27:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:27:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:27:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:27:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:27:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:27:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:27:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:27:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:27:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:27:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:27:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:27:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:27:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:27:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:27:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:27:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:28:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:28:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:28:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:28:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:28:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:28:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:28:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:28:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:28:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:28:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:28:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:28:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:28:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:28:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:28:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:28:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:28:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:28:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 26 extra nodes, 0 pruned nodes, max_depth=6 [18:28:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:28:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:28:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:28:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:28:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:28:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:28:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:28:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:28:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:28:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:28:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:28:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:28:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:28:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:28:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:28:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:28:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:28:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:28:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:28:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:28:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:28:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:28:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:28:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:28:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:28:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:28:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:28:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 46 extra nodes, 0 pruned nodes, max_depth=6 [18:28:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:28:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:28:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:28:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:28:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:29:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:29:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:29:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:29:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:29:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:29:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:29:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:29:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:29:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:29:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:29:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:29:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:29:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:29:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:29:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:29:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:29:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:29:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:29:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:29:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:29:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:29:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:29:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:29:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 38 extra nodes, 0 pruned nodes, max_depth=6 [18:29:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:29:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:29:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:29:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 42 extra nodes, 0 pruned nodes, max_depth=6 [18:29:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:29:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:29:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:29:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:29:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:29:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:29:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:29:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:29:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:29:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:29:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:29:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:29:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:29:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:29:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:29:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:29:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:29:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:29:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:29:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:29:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:29:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:30:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:30:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:30:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:30:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:30:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:30:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:30:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:30:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:30:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:30:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:30:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:30:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:30:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:30:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:30:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:30:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:30:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:30:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:30:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:30:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:30:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:30:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:30:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:30:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:30:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:30:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:30:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:30:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:30:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:30:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:30:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:30:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:30:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:30:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:30:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:30:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:30:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:30:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:30:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:30:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:30:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:30:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:30:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:30:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:30:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:30:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:30:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:30:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:30:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:30:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:30:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:30:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:30:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:30:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:30:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:31:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:31:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:31:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:31:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:31:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:31:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:31:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:31:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:31:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:31:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:31:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:31:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:31:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:31:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:31:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:31:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:31:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:31:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:31:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:31:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:31:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:31:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:31:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:31:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:31:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:31:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:31:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:31:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:31:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:31:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:31:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:31:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:31:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:31:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:31:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:31:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:31:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:31:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:31:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:31:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:31:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:31:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:31:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:31:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:31:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:31:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:31:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:31:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:31:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:31:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:31:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:32:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:32:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:32:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:32:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:32:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:32:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:32:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:32:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:32:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:32:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:32:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:32:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:32:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:32:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:32:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:32:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 54 extra nodes, 0 pruned nodes, max_depth=6 [18:32:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:32:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:32:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:32:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:32:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:32:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:32:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:32:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:32:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:32:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:32:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:32:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:32:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:32:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:32:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:32:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:32:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:32:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:32:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:32:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:32:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:32:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:32:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:32:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:32:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:32:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:32:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:32:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:32:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:32:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:32:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:32:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:32:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:32:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:32:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:32:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:32:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:32:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:32:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:33:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:33:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:33:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:33:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:33:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:33:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:33:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:33:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:33:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:33:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:33:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:33:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:33:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:33:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:33:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:33:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:33:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:33:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:33:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:33:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:33:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:33:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:33:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:33:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:33:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:33:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:33:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:33:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:33:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:33:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:33:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:33:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:33:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:33:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:33:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:33:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:33:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:33:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:33:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:33:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:33:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:33:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:33:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:33:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:33:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:33:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:33:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:33:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:33:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:33:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:33:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:33:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 44 extra nodes, 0 pruned nodes, max_depth=6 [18:33:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:33:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:33:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:34:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:34:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:34:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:34:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:34:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:34:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:34:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:34:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:34:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:34:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:34:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:34:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:34:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:34:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:34:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:34:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:34:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:34:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:34:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:34:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:34:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:34:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:34:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:34:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:34:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:34:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:34:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:34:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:34:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:34:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:34:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:34:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:34:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:34:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:34:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:34:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:34:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:34:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:34:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:34:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:34:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:34:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:34:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:34:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:34:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:34:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:34:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:34:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:34:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:34:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:34:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:34:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:34:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:35:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:35:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:35:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:35:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:35:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:35:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:35:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:35:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:35:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:35:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:35:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:35:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:35:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:35:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:35:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:35:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:35:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:35:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:35:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:35:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:35:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:35:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:35:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:35:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:35:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:35:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:35:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:35:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:35:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:35:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:35:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:35:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:35:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:35:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:35:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:35:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:35:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:35:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:35:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:35:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:35:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:35:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:35:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:35:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:35:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:35:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:35:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:35:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:35:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:35:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:35:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:35:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:35:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:36:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:36:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:36:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:36:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:36:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:36:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:36:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:36:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:36:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:36:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:36:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:36:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:36:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:36:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:36:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:36:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:36:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:36:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:36:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:36:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:36:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:36:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:36:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:36:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:36:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:36:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:36:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:36:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:36:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:36:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:36:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:36:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:36:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:36:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:36:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:36:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:36:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:36:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:36:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:36:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:36:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:36:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:36:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:36:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:36:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:36:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:36:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:36:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:36:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:36:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:36:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:36:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:36:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:36:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:36:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:36:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:37:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:37:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:37:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:37:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:37:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:37:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:37:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:37:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:37:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:37:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:37:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:37:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:37:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:37:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:37:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:37:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:37:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:37:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:37:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:37:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:37:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:37:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:37:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:37:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:37:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:37:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:37:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:37:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:37:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:37:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:37:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:37:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:37:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:37:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:37:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:37:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:37:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:37:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:37:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:37:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:37:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:37:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:37:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:37:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:37:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:37:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:37:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:37:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:37:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:37:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:37:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:38:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:38:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:38:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:38:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:38:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:38:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:38:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:38:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:38:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:38:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:38:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:38:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:38:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:38:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:38:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:38:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:38:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:38:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:38:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:38:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:38:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:38:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:38:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:38:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:38:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:38:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:38:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:38:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:38:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:38:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:38:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:38:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:38:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:38:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:38:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:38:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:38:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:38:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:38:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:38:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:38:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:38:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:38:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:38:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:38:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:38:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:38:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:38:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:38:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 54 extra nodes, 0 pruned nodes, max_depth=6 [18:38:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:38:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:39:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:39:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:39:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:39:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:39:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:39:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:39:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:39:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:39:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:39:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:39:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:39:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:39:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:39:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:39:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:39:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:39:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:39:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:39:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:39:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:39:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:39:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:39:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:39:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:39:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:39:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:39:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:39:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:39:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:39:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:39:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:39:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:39:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:39:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:39:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:39:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:39:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:39:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:39:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 44 extra nodes, 0 pruned nodes, max_depth=6 [18:39:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:39:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:39:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:39:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:39:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:39:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:39:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:39:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:39:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:39:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:39:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:39:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:39:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:39:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:39:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:39:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:39:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:39:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:40:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:40:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:40:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:40:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:40:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:40:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:40:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:40:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:40:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:40:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:40:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:40:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:40:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:40:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:40:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:40:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:40:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:40:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:40:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:40:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:40:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:40:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:40:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:40:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:40:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:40:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:40:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:40:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:40:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:40:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:40:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:40:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:40:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:40:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:40:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:40:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:40:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:40:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:40:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:40:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:40:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:40:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:40:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:40:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:40:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:40:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:40:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:40:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:40:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:40:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:41:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:41:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:41:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:41:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:41:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:41:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:41:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:41:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:41:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:41:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:41:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:41:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:41:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:41:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:41:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:41:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:41:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:41:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:41:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:41:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:41:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:41:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:41:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:41:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:41:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:41:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:41:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:41:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:41:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:41:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:41:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:41:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:41:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:41:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:41:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:41:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:41:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:41:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:41:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:41:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:41:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:41:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 54 extra nodes, 0 pruned nodes, max_depth=6 [18:41:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:41:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:41:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:41:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:41:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:41:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:41:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:41:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:41:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:41:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:41:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:42:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:42:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:42:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:42:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:42:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:42:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:42:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:42:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:42:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:42:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:42:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:42:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:42:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:42:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:42:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:42:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:42:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:42:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:42:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:42:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:42:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:42:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:42:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:42:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:42:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:42:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:42:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:42:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:42:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:42:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:42:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:42:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:42:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:42:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:42:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:42:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:42:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:42:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:42:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:42:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:42:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:42:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:42:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:42:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:42:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:42:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:42:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:42:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:42:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:42:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:43:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:43:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:43:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:43:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:43:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:43:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:43:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:43:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:43:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:43:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:43:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:43:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:43:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:43:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:43:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:43:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:43:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:43:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:43:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:43:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:43:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:43:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:43:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:43:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:43:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:43:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:43:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:43:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:43:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:43:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:43:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:43:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:43:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:43:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:43:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:43:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:43:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:43:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:43:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:43:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:43:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:43:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:43:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:43:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:43:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:43:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:43:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:43:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:43:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:43:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:43:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:43:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:43:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:44:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:44:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:44:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:44:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:44:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:44:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:44:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:44:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:44:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:44:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:44:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 38 extra nodes, 0 pruned nodes, max_depth=6 [18:44:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:44:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:44:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:44:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:44:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 38 extra nodes, 0 pruned nodes, max_depth=6 [18:44:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:44:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:44:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:44:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:44:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:44:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:44:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:44:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:44:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:44:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:44:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:44:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:44:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:44:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:44:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 38 extra nodes, 0 pruned nodes, max_depth=6 [18:44:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:44:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:44:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:44:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:44:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:44:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:44:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:44:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:44:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:44:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:44:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:44:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:44:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:44:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:44:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:44:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:44:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:44:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:44:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:44:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:44:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:44:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:44:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:44:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:45:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:45:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:45:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:45:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:45:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:45:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:45:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:45:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:45:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:45:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:45:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:45:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:45:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:45:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:45:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:45:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:45:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:45:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:45:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:45:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:45:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:45:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:45:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:45:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:45:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:45:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:45:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:45:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:45:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:45:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:45:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:45:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:45:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:45:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:45:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 42 extra nodes, 0 pruned nodes, max_depth=6 [18:45:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:45:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:45:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:45:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:45:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:45:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:45:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:45:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:45:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:45:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:45:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 54 extra nodes, 0 pruned nodes, max_depth=6 [18:45:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:45:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:45:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:46:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:46:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:46:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:46:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:46:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:46:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:46:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:46:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:46:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:46:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:46:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:46:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:46:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:46:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:46:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:46:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:46:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:46:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 54 extra nodes, 0 pruned nodes, max_depth=6 [18:46:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:46:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:46:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:46:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:46:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:46:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:46:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:46:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:46:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:46:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:46:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:46:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:46:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:46:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:46:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:46:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:46:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:46:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:46:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:46:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:46:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:46:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:46:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:46:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 44 extra nodes, 0 pruned nodes, max_depth=6 [18:46:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:46:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:46:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:46:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:46:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:46:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:46:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:46:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:46:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:46:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:46:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:46:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:46:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:46:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:46:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:46:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 44 extra nodes, 0 pruned nodes, max_depth=6 [18:47:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:47:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:47:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:47:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:47:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:47:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:47:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:47:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:47:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:47:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:47:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:47:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:47:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:47:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:47:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:47:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:47:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:47:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:47:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:47:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:47:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:47:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:47:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:47:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:47:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:47:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:47:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:47:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:47:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:47:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:47:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 42 extra nodes, 0 pruned nodes, max_depth=6 [18:47:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:47:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:47:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:47:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:47:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:47:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:47:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:47:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:47:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:47:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:47:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:47:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:47:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:47:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:47:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:47:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:47:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:47:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:47:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:47:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:47:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:47:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:47:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:47:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:47:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:47:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:47:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 48 extra nodes, 0 pruned nodes, max_depth=6 [18:48:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:48:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:48:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:48:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:48:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:48:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:48:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:48:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:48:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:48:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:48:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:48:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:48:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:48:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:48:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 48 extra nodes, 0 pruned nodes, max_depth=6 [18:48:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:48:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:48:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:48:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:48:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:48:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:48:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:48:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:48:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:48:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:48:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:48:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:48:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:48:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:48:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:48:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:48:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:48:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:48:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:48:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:48:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:48:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:48:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:48:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:48:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:48:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:48:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:48:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:48:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:48:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:48:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:48:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:48:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 46 extra nodes, 0 pruned nodes, max_depth=6 [18:48:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:48:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:48:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:48:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:49:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:49:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:49:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:49:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 40 extra nodes, 0 pruned nodes, max_depth=6 [18:49:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:49:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:49:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:49:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:49:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:49:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:49:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:49:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:49:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:49:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:49:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:49:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:49:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:49:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:49:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:49:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:49:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:49:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:49:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:49:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:49:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:49:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:49:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:49:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:49:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:49:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:49:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:49:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:49:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:49:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:49:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:49:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:49:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:49:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:49:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:49:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:49:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:49:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:49:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:49:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:49:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:49:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:49:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:49:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:49:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:49:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:50:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:50:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:50:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:50:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:50:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:50:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:50:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:50:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:50:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:50:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:50:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:50:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:50:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:50:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:50:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:50:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:50:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:50:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:50:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:50:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:50:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:50:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:50:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:50:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:50:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:50:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:50:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:50:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:50:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:50:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:50:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:50:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:50:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:50:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:50:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:50:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 38 extra nodes, 0 pruned nodes, max_depth=6 [18:50:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:50:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:50:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:50:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:50:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:50:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:50:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:50:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:50:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:50:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:50:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:50:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:50:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 42 extra nodes, 0 pruned nodes, max_depth=6 [18:50:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:50:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:50:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:51:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:51:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:51:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:51:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:51:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:51:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:51:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:51:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:51:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:51:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:51:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:51:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:51:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:51:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:51:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:51:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:51:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:51:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:51:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:51:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:51:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:51:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:51:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:51:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:51:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:51:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:51:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:51:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:51:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:51:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:51:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:51:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:51:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:51:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:51:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:51:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:51:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:51:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:51:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:51:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:51:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:51:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:51:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:51:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:51:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:51:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:51:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:51:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:51:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:51:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:51:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:51:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:51:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:51:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:52:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:52:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:52:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:52:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:52:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:52:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:52:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:52:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:52:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:52:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:52:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:52:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:52:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:52:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:52:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:52:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:52:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:52:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:52:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:52:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:52:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:52:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:52:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:52:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:52:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:52:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:52:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:52:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:52:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:52:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:52:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:52:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:52:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:52:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:52:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:52:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:52:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:52:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:52:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:52:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:52:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:52:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:52:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:52:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:52:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:52:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:52:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:52:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:52:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 54 extra nodes, 0 pruned nodes, max_depth=6 [18:52:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:52:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:53:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:53:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:53:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:53:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:53:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:53:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:53:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:53:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:53:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:53:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:53:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:53:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:53:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:53:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:53:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:53:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:53:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:53:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:53:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:53:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:53:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:53:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:53:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:53:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:53:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:53:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:53:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:53:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:53:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:53:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:53:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [18:53:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:53:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:53:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:53:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:53:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:53:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:53:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:53:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:53:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:53:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:53:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:53:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:53:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:53:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:53:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:53:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:53:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:53:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:53:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:53:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 46 extra nodes, 0 pruned nodes, max_depth=6 [18:54:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:54:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:54:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:54:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:54:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:54:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:54:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:54:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:54:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:54:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:54:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:54:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:54:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:54:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:54:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:54:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:54:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:54:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:54:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:54:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:54:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:54:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:54:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:54:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:54:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 46 extra nodes, 0 pruned nodes, max_depth=6 [18:54:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:54:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:54:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:54:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:54:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:54:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:54:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:54:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:54:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:54:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:54:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:54:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:54:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:54:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:54:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:54:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:54:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:54:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:54:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:54:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:54:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:54:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:54:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:54:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:54:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:54:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:54:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:54:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:55:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:55:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 24 extra nodes, 0 pruned nodes, max_depth=6 [18:55:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:55:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:55:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:55:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:55:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:55:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:55:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:55:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:55:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:55:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:55:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:55:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:55:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:55:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:55:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:55:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:55:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:55:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:55:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:55:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:55:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:55:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:55:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:55:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:55:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:55:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:55:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:55:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:55:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:55:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:55:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:55:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:55:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:55:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:55:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:55:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:55:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:55:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:55:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:55:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:55:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:55:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:55:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:55:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:55:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:55:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:55:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:55:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:55:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:55:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:56:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:56:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:56:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:56:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:56:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 30 extra nodes, 0 pruned nodes, max_depth=6 [18:56:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:56:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [18:56:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:56:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:56:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:56:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:56:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:56:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 44 extra nodes, 0 pruned nodes, max_depth=6 [18:56:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:56:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:56:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:56:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:56:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:56:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:56:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:56:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 54 extra nodes, 0 pruned nodes, max_depth=6 [18:56:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:56:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:56:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:56:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:56:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:56:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:56:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:56:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:56:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:56:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:56:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:56:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:56:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:56:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [18:56:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:56:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:56:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:56:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:56:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:56:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:56:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:56:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:56:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:56:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:56:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:56:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:56:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:56:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:56:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 48 extra nodes, 0 pruned nodes, max_depth=6 [18:56:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:56:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [18:56:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:57:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:57:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:57:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:57:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:57:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [18:57:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:57:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:57:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:57:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:57:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:57:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:57:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:57:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:57:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:57:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:57:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [18:57:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [18:57:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:57:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:57:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:57:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 34 extra nodes, 0 pruned nodes, max_depth=6 [18:57:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:57:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:57:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:57:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:57:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:57:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [18:57:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:57:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [18:57:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [18:57:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [18:57:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:57:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:57:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [18:57:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:57:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:57:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:57:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [18:57:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 54 extra nodes, 0 pruned nodes, max_depth=6 [18:57:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:57:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:57:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [18:57:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:58:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:58:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [18:58:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [18:58:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [18:58:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [18:58:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:58:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:58:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:58:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:58:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [18:58:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:58:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [18:58:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [18:58:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [18:58:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:58:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [18:58:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [18:58:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [18:58:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:58:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:58:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:58:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [18:58:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [18:58:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:58:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [18:58:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:58:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:58:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:58:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [18:58:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:58:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [18:58:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [18:58:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:58:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [18:58:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:58:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [18:58:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [18:58:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [18:58:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [18:58:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [18:58:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [18:58:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6
nrounds=xgb_cv.shape[0]
xbg_model=xgb.train(params={'objective':'reg:linear','eval_metric':'rmse'}
,dtrain=dtrain,num_boost_round=nrounds)
[19:42:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:42:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:42:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:42:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:42:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:42:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [19:42:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:42:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:42:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:42:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:42:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:42:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:42:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [19:42:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:42:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [19:42:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:42:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:42:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:42:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:42:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:42:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:42:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:42:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:43:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [19:43:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:43:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:43:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:43:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:43:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:43:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [19:43:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:43:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:43:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:43:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [19:43:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:43:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:43:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:43:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:43:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:43:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [19:43:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:43:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:43:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:43:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:43:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:43:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:43:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:43:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:43:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:43:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:43:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:43:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:43:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:43:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:43:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:43:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:43:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:43:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [19:44:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:44:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:44:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:44:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:44:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [19:44:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:44:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:44:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:44:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:44:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:44:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:44:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:44:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:44:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:44:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:44:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:44:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:44:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:44:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:44:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:44:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:44:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:44:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:44:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:44:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:44:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:44:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:44:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:44:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:44:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:44:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:44:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:44:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:44:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [19:44:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:44:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:44:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:44:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:44:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [19:44:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [19:44:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:44:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [19:44:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:44:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [19:44:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:44:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:45:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [19:45:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:45:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:45:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:45:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:45:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [19:45:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:45:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [19:45:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:45:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:45:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:45:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [19:45:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:45:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:45:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:45:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:45:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:45:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:45:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:45:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [19:45:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:45:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:45:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [19:45:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [19:45:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:45:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [19:45:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [19:45:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:45:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:45:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:45:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:45:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:45:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:46:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 38 extra nodes, 0 pruned nodes, max_depth=6 [19:46:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:46:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:46:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [19:46:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:46:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:46:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:46:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:46:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [19:46:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:46:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [19:46:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:46:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:46:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:46:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:46:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:46:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:46:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:46:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:46:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:46:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:46:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:46:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:46:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [19:46:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:46:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [19:46:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:46:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:46:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:46:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [19:46:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [19:46:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:46:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [19:46:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [19:46:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:46:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [19:46:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [19:46:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 80 extra nodes, 0 pruned nodes, max_depth=6 [19:46:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:46:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [19:46:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:46:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:46:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:46:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [19:46:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:46:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:47:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:47:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:47:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:47:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:47:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:47:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:47:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:47:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [19:47:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:47:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:47:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:47:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:47:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:47:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:47:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:47:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [19:47:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:47:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:47:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:47:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:47:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:47:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:47:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 38 extra nodes, 0 pruned nodes, max_depth=6 [19:47:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [19:47:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:47:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:47:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [19:47:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:47:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:47:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [19:47:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:47:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:47:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:47:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:47:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:47:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:47:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:47:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:47:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:47:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:47:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [19:47:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:47:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:47:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:47:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [19:48:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:48:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:48:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:48:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:48:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [19:48:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [19:48:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [19:48:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:48:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:48:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:48:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:48:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:48:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:48:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:48:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:48:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:48:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [19:48:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:48:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:48:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:48:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 44 extra nodes, 0 pruned nodes, max_depth=6 [19:48:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:48:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:48:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:48:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [19:48:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:48:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 52 extra nodes, 0 pruned nodes, max_depth=6 [19:48:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:48:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [19:48:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:48:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:48:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 68 extra nodes, 0 pruned nodes, max_depth=6 [19:48:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:48:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:48:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:48:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:49:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:49:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:49:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:49:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [19:49:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:49:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:49:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:49:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:49:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:49:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:49:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:49:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:49:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:49:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [19:49:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:49:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [19:49:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:49:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:49:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:49:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:49:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:49:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:49:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 50 extra nodes, 0 pruned nodes, max_depth=6 [19:49:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:49:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:49:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [19:49:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:49:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [19:49:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [19:49:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [19:49:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:49:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:49:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [19:49:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:49:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:49:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:49:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:49:51] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:49:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [19:49:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:49:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:49:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:49:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:49:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:50:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:50:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:50:03] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 78 extra nodes, 0 pruned nodes, max_depth=6 [19:50:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:50:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:50:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:50:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:50:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [19:50:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [19:50:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [19:50:15] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:50:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:50:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [19:50:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:50:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:50:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [19:50:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [19:50:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [19:50:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [19:50:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:50:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:50:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:50:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:50:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:50:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:50:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [19:50:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:50:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 46 extra nodes, 0 pruned nodes, max_depth=6 [19:50:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 116 extra nodes, 0 pruned nodes, max_depth=6 [19:50:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [19:50:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 86 extra nodes, 0 pruned nodes, max_depth=6 [19:50:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [19:50:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [19:50:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 56 extra nodes, 0 pruned nodes, max_depth=6 [19:50:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:50:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:50:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:50:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [19:50:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [19:50:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:50:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [19:51:00] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [19:51:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [19:51:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:51:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:51:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:51:06] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:51:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:51:09] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [19:51:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:51:12] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:51:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:51:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 102 extra nodes, 0 pruned nodes, max_depth=6 [19:51:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:51:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 74 extra nodes, 0 pruned nodes, max_depth=6 [19:51:18] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:51:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:51:21] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:51:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:51:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:51:25] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 64 extra nodes, 0 pruned nodes, max_depth=6 [19:51:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:51:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:51:29] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [19:51:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:51:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 60 extra nodes, 0 pruned nodes, max_depth=6 [19:51:33] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [19:51:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:51:36] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:51:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 118 extra nodes, 0 pruned nodes, max_depth=6 [19:51:39] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [19:51:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:51:42] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [19:51:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:51:44] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 76 extra nodes, 0 pruned nodes, max_depth=6 [19:51:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:51:47] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 70 extra nodes, 0 pruned nodes, max_depth=6 [19:51:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:51:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 66 extra nodes, 0 pruned nodes, max_depth=6 [19:51:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:51:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:51:55] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:51:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:51:58] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:51:59] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:52:01] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:52:02] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:52:04] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 82 extra nodes, 0 pruned nodes, max_depth=6 [19:52:05] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:52:07] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 84 extra nodes, 0 pruned nodes, max_depth=6 [19:52:08] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:52:10] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:52:11] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 94 extra nodes, 0 pruned nodes, max_depth=6 [19:52:13] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:52:14] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:52:16] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:52:17] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 106 extra nodes, 0 pruned nodes, max_depth=6 [19:52:19] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:52:20] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:52:22] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 126 extra nodes, 0 pruned nodes, max_depth=6 [19:52:23] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:52:24] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:52:26] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 120 extra nodes, 0 pruned nodes, max_depth=6 [19:52:27] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 110 extra nodes, 0 pruned nodes, max_depth=6 [19:52:28] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:52:30] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [19:52:31] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [19:52:32] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 122 extra nodes, 0 pruned nodes, max_depth=6 [19:52:34] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 62 extra nodes, 0 pruned nodes, max_depth=6 [19:52:35] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 104 extra nodes, 0 pruned nodes, max_depth=6 [19:52:37] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 58 extra nodes, 0 pruned nodes, max_depth=6 [19:52:38] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 100 extra nodes, 0 pruned nodes, max_depth=6 [19:52:40] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:52:41] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6 [19:52:43] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:52:45] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 90 extra nodes, 0 pruned nodes, max_depth=6 [19:52:46] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 114 extra nodes, 0 pruned nodes, max_depth=6 [19:52:48] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 112 extra nodes, 0 pruned nodes, max_depth=6 [19:52:49] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 88 extra nodes, 0 pruned nodes, max_depth=6 [19:52:50] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 108 extra nodes, 0 pruned nodes, max_depth=6 [19:52:52] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 98 extra nodes, 0 pruned nodes, max_depth=6 [19:52:53] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 96 extra nodes, 0 pruned nodes, max_depth=6 [19:52:54] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 92 extra nodes, 0 pruned nodes, max_depth=6 [19:52:56] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 72 extra nodes, 0 pruned nodes, max_depth=6 [19:52:57] src/tree/updater_prune.cc:74: tree pruning end, 1 roots, 124 extra nodes, 0 pruned nodes, max_depth=6
xgb_pred=xbg_model.predict(dtest)
xgb_rmse=np.sqrt(mean_squared_error(xgb_pred, y_test))
print("RMSE for XGBOOST is ",xgb_rmse)
RMSE for XGBOOST is 3.772174090972271
model_pred=pd.DataFrame()
model_pred['model_name']=['Linear Regression','Random Forest','Light GBM','XGBOOST']
model_pred['test_rmse']=[lm_rmse,rf_rmse,lgb_rmse,xgb_rmse]
lm_train_rmse=np.sqrt(mean_squared_error(lm.predict(X_train), y_train))
rf_train_rmse=np.sqrt(mean_squared_error(rf.predict(X_train),y_train))
lgb_train_rmse=np.sqrt(mean_squared_error(lgb_bst.predict(X_train),y_train))
xgb_train_rmse=np.sqrt(mean_squared_error(xbg_model.predict(dtrain),y_train))
model_pred['train_rmse']=[lm_train_rmse,rf_train_rmse,lgb_train_rmse,xgb_train_rmse]
model_pred['variance']=model_pred['train_rmse'] - model_pred['test_rmse']
model_pred
model_name | test_rmse | train_rmse | variance | |
---|---|---|---|---|
0 | Linear Regression | 8.140288 | 8.209541 | 0.069252 |
1 | Random Forest | 3.722761 | 1.412086 | -2.310674 |
2 | Light GBM | 3.789988 | 3.301217 | -0.488771 |
3 | XGBOOST | 3.772174 | 3.209402 | -0.562772 |
We can see that there is a very high difference in the train and test RMSE for Random Forest, though overall the test-rmse of Random Forest is the best. Very high variance is a sign of overfitting. XGBOOST has done slighlty better than Light GBM in terms of training and test rmse - but variance is higher in XGBOOST In further work, we will consider LightGBM as the model and add features and tune this model.
nyc_airports={'JFK':{'min_lng':-73.8352,
'min_lat':40.6195,
'max_lng':-73.7401,
'max_lat':40.6659},
'EWR':{'min_lng':-74.1925,
'min_lat':40.6700,
'max_lng':-74.1531,
'max_lat':40.7081
},
'LaGuardia':{'min_lng':-73.8895,
'min_lat':40.7664,
'max_lng':-73.8550,
'max_lat':40.7931
}
}
def isAirport(latitude,longitude,airport_name='JFK'):
if latitude>=nyc_airports[airport_name]['min_lat'] and latitude<=nyc_airports[airport_name]['max_lat'] and longitude>=nyc_airports[airport_name]['min_lng'] and longitude<=nyc_airports[airport_name]['max_lng']:
return 1
else:
return 0
nyc_boroughs={
'manhattan':{
'min_lng':-74.0479,
'min_lat':40.6829,
'max_lng':-73.9067,
'max_lat':40.8820
},
'queens':{
'min_lng':-73.9630,
'min_lat':40.5431,
'max_lng':-73.7004,
'max_lat':40.8007
},
'brooklyn':{
'min_lng':-74.0421,
'min_lat':40.5707,
'max_lng':-73.8334,
'max_lat':40.7395
},
'bronx':{
'min_lng':-73.9339,
'min_lat':40.7855,
'max_lng':-73.7654,
'max_lat':40.9176
},
'staten_island':{
'min_lng':-74.2558,
'min_lat':40.4960,
'max_lng':-74.0522,
'max_lat':40.6490
}
}
def isAirport(latitude,longitude,airport_name='JFK'):
if latitude>=nyc_airports[airport_name]['min_lat'] and latitude<=nyc_airports[airport_name]['max_lat'] and longitude>=nyc_airports[airport_name]['min_lng'] and longitude<=nyc_airports[airport_name]['max_lng']:
return 1
else:
return 0
X_train['is_pickup_la_guardia']=X_train.apply(lambda row:isAirport(row['pickup_latitude'],row['pickup_longitude'],'LaGuardia'),axis=1)
X_train['is_dropoff_la_guardia']=X_train.apply(lambda row:isAirport(row['dropoff_latitude'],row['dropoff_longitude'],'LaGuardia'),axis=1)
X_train['is_pickup_EWR']=X_train.apply(lambda row:isAirport(row['pickup_latitude'],row['pickup_longitude'],'EWR'),axis=1)
X_train['is_dropoff_EWR']=X_train.apply(lambda row:isAirport(row['dropoff_latitude'],row['dropoff_longitude'],'EWR'),axis=1)
X_train['is_pickup_JFK']=X_train.apply(lambda row:isAirport(row['pickup_latitude'],row['pickup_longitude'],'JFK'),axis=1)
X_train['is_dropoff_JFK']=X_train.apply(lambda row:isAirport(row['dropoff_latitude'],row['dropoff_longitude'],'JFK'),axis=1)
X_test['is_pickup_la_guardia']=X_test.apply(lambda row:isAirport(row['pickup_latitude'],row['pickup_longitude'],'LaGuardia'),axis=1)
X_test['is_dropoff_la_guardia']=X_test.apply(lambda row:isAirport(row['dropoff_latitude'],row['dropoff_longitude'],'LaGuardia'),axis=1)
X_test['is_pickup_EWR']=X_test.apply(lambda row:isAirport(row['pickup_latitude'],row['pickup_longitude'],'EWR'),axis=1)
X_test['is_dropoff_EWR']=X_test.apply(lambda row:isAirport(row['dropoff_latitude'],row['dropoff_longitude'],'EWR'),axis=1)
X_test['is_pickup_JFK']=X_test.apply(lambda row:isAirport(row['pickup_latitude'],row['pickup_longitude'],'JFK'),axis=1)
X_test['is_dropoff_JFK']=X_test.apply(lambda row:isAirport(row['dropoff_latitude'],row['dropoff_longitude'],'JFK'),axis=1)
test['is_pickup_la_guardia']=test.apply(lambda row:isAirport(row['pickup_latitude'],row['pickup_longitude'],'LaGuardia'),axis=1)
test['is_dropoff_la_guardia']=test.apply(lambda row:isAirport(row['dropoff_latitude'],row['dropoff_longitude'],'LaGuardia'),axis=1)
test['is_pickup_EWR']=test.apply(lambda row:isAirport(row['pickup_latitude'],row['pickup_longitude'],'EWR'),axis=1)
test['is_dropoff_EWR']=test.apply(lambda row:isAirport(row['dropoff_latitude'],row['dropoff_longitude'],'EWR'),axis=1)
test['is_pickup_JFK']=test.apply(lambda row:isAirport(row['pickup_latitude'],row['pickup_longitude'],'JFK'),axis=1)
test['is_dropoff_JFK']=test.apply(lambda row:isAirport(row['dropoff_latitude'],row['dropoff_longitude'],'JFK'),axis=1)
def getBorough(lat,lng):
locs=nyc_boroughs.keys()
for loc in locs:
if lat>=nyc_boroughs[loc]['min_lat'] and lat<=nyc_boroughs[loc]['max_lat'] and lng>=nyc_boroughs[loc]['min_lng'] and lng<=nyc_boroughs[loc]['max_lng']:
return loc
return 'others'
X_train['pickup_borough']=X_train.apply(lambda row:getBorough(row['pickup_latitude'],row['pickup_longitude']),axis=1)
X_train['dropoff_borough']=X_train.apply(lambda row:getBorough(row['dropoff_latitude'],row['dropoff_longitude']),axis=1)
X_test['pickup_borough']=X_test.apply(lambda row:getBorough(row['pickup_latitude'],row['pickup_longitude']),axis=1)
X_test['dropoff_borough']=X_test.apply(lambda row:getBorough(row['dropoff_latitude'],row['dropoff_longitude']),axis=1)
test['pickup_borough']=test.apply(lambda row:getBorough(row['pickup_latitude'],row['pickup_longitude']),axis=1)
test['dropoff_borough']=test.apply(lambda row:getBorough(row['dropoff_latitude'],row['dropoff_longitude']),axis=1)
X_train=pd.get_dummies(X_train)
X_test=pd.get_dummies(X_test)
test=pd.get_dummies(test)
lower_manhattan_boundary={'min_lng': -74.0194,
'min_lat':40.6997,
'max_lng':-73.9716,
'max_lat':40.7427}
def isLowerManhattan(lat,lng):
if lat>=lower_manhattan_boundary['min_lat'] and lat<=lower_manhattan_boundary['max_lat'] and lng>=lower_manhattan_boundary['min_lng'] and lng<=lower_manhattan_boundary['max_lng']:
return 1
else:
return 0
X_train['is_pickup_lower_manhattan']=X_train.apply(lambda row:isLowerManhattan(row['pickup_latitude'],row['pickup_longitude']),axis=1)
X_train['is_dropoff_lower_manhattan']=X_train.apply(lambda row:isLowerManhattan(row['dropoff_latitude'],row['dropoff_longitude']),axis=1)
X_test['is_pickup_lower_manhattan']=X_test.apply(lambda row:isLowerManhattan(row['pickup_latitude'],row['pickup_longitude']),axis=1)
X_test['is_dropoff_lower_manhattan']=X_test.apply(lambda row:isLowerManhattan(row['dropoff_latitude'],row['dropoff_longitude']),axis=1)
test['is_pickup_lower_manhattan']=test.apply(lambda row:isLowerManhattan(row['pickup_latitude'],row['pickup_longitude']),axis=1)
test['is_dropoff_lower_manhattan']=test.apply(lambda row:isLowerManhattan(row['dropoff_latitude'],row['dropoff_longitude']),axis=1)
def distance(lat1,lon1,lat2,lon2):
p = 0.017453292519943295 # Pi/180
a = 0.5 - np.cos((lat2 - lat1) * p)/2 + np.cos(lat1 * p) * np.cos(lat2 * p) * (1 - np.cos((lon2 - lon1) * p)) / 2
return 0.6213712 * 12742 * np.arcsin(np.sqrt(a))
#X_train['trip_distance']=X_train.apply(lambda row:distance(row['pickup_latitude'],row['dropoff_latitude'],row['pickup_longitude'],row['dropoff_longitude']),axis=1)
#X_test['trip_distance']=X_test.apply(lambda row:distance(row['pickup_latitude'],row['dropoff_latitude'],row['pickup_longitude'],row['dropoff_longitude']),axis=1)
#test['trip_distance']=test.apply(lambda row:distance(row['pickup_latitude'],row['dropoff_latitude'],row['pickup_longitude'],row['dropoff_longitude']),axis=1)
lgr=(-73.8733, 40.7746)
jfk=(-73.7900, 40.6437)
ewr=(-74.1843, 40.6924)
test['pickup_distance_jfk']=test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],jfk[1],jfk[0]),axis=1)
test['dropoff_distance_jfk']=test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],jfk[1],jfk[0]),axis=1)
test['pickup_distance_ewr']=test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],ewr[1],ewr[0]),axis=1)
test['dropoff_distance_ewr']=test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],ewr[1],ewr[0]),axis=1)
test['pickup_distance_laguardia']=test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],lgr[1],lgr[0]),axis=1)
test['dropoff_distance_laguardia']=test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],lgr[1],lgr[0]),axis=1)
X_train['pickup_distance_jfk']=X_train.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],jfk[1],jfk[0]),axis=1)
X_train['dropoff_distance_jfk']=X_train.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],jfk[1],jfk[0]),axis=1)
X_train['pickup_distance_ewr']=X_train.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],ewr[1],ewr[0]),axis=1)
X_train['dropoff_distance_ewr']=X_train.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],ewr[1],ewr[0]),axis=1)
X_train['pickup_distance_laguardia']=X_train.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],lgr[1],lgr[0]),axis=1)
X_train['dropoff_distance_laguardia']=X_train.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],lgr[1],lgr[0]),axis=1)
X_test['pickup_distance_jfk']=X_test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],jfk[1],jfk[0]),axis=1)
X_test['dropoff_distance_jfk']=X_test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],jfk[1],jfk[0]),axis=1)
X_test['pickup_distance_ewr']=X_test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],ewr[1],ewr[0]),axis=1)
X_test['dropoff_distance_ewr']=X_test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],ewr[1],ewr[0]),axis=1)
X_test['pickup_distance_laguardia']=X_test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],lgr[1],lgr[0]),axis=1)
X_test['dropoff_distance_laguardia']=X_test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],lgr[1],lgr[0]),axis=1)
manhattan=(-73.9664, 40.7909)
queens=(-73.8317, 40.7038)
brooklyn=(-73.9489, 40.6551)
bronx=(-73.8568, 40.8572)
staten_island=(-74.1540, 40.5725)
test['pickup_distance_manhattan']=test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],manhattan[1],manhattan[0]),axis=1)
test['pickup_distance_queens']=test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],queens[1],queens[0]),axis=1)
test['pickup_distance_brooklyn']=test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],brooklyn[1],brooklyn[0]),axis=1)
test['pickup_distance_bronx']=test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],bronx[1],bronx[0]),axis=1)
test['pickup_distance_statenisland']=test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],staten_island[1],staten_island[0]),axis=1)
test['dropoff_distance_manhattan']=test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],manhattan[1],manhattan[0]),axis=1)
test['dropoff_distance_queens']=test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],queens[1],queens[0]),axis=1)
test['dropoff_distance_brooklyn']=test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],brooklyn[1],brooklyn[0]),axis=1)
test['dropoff_distance_bronx']=test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],bronx[1],bronx[0]),axis=1)
test['dropoff_distance_statenisland']=test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],staten_island[1],staten_island[0]),axis=1)
X_train['pickup_distance_manhattan']=X_train.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],manhattan[1],manhattan[0]),axis=1)
X_train['pickup_distance_queens']=X_train.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],queens[1],queens[0]),axis=1)
X_train['pickup_distance_brooklyn']=X_train.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],brooklyn[1],brooklyn[0]),axis=1)
X_train['pickup_distance_bronx']=X_train.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],bronx[1],bronx[0]),axis=1)
X_train['pickup_distance_statenisland']=X_train.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],staten_island[1],staten_island[0]),axis=1)
X_train['dropoff_distance_manhattan']=X_train.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],manhattan[1],manhattan[0]),axis=1)
X_train['dropoff_distance_queens']=X_train.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],queens[1],queens[0]),axis=1)
X_train['dropoff_distance_brooklyn']=X_train.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],brooklyn[1],brooklyn[0]),axis=1)
X_train['dropoff_distance_bronx']=X_train.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],bronx[1],bronx[0]),axis=1)
X_train['dropoff_distance_statenisland']=X_train.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],staten_island[1],staten_island[0]),axis=1)
X_test['pickup_distance_manhattan']=X_test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],manhattan[1],manhattan[0]),axis=1)
X_test['pickup_distance_queens']=X_test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],queens[1],queens[0]),axis=1)
X_test['pickup_distance_brooklyn']=X_test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],brooklyn[1],brooklyn[0]),axis=1)
X_test['pickup_distance_bronx']=X_test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],bronx[1],bronx[0]),axis=1)
X_test['pickup_distance_statenisland']=X_test.apply(lambda row:distance(row['pickup_latitude'],row['pickup_longitude'],staten_island[1],staten_island[0]),axis=1)
X_test['dropoff_distance_manhattan']=X_test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],manhattan[1],manhattan[0]),axis=1)
X_test['dropoff_distance_queens']=X_test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],queens[1],queens[0]),axis=1)
X_test['dropoff_distance_brooklyn']=X_test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],brooklyn[1],brooklyn[0]),axis=1)
X_test['dropoff_distance_bronx']=X_test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],bronx[1],bronx[0]),axis=1)
X_test['dropoff_distance_statenisland']=X_test.apply(lambda row:distance(row['dropoff_latitude'],row['dropoff_longitude'],staten_island[1],staten_island[0]),axis=1)
X_train.to_csv("X_train_cleaned.csv",index=False)
X_test.to_csv("X_test_cleaned.csv",index=False)
test.to_csv("test_cleaned.csv",index=False)
train_data=lgb.Dataset(X_train,label=y_train)
param = {'num_leaves':31, 'num_trees':5000, 'objective':'regression'}
param['metric'] = 'l2_root'
num_round=5000
cv_results = lgb.cv(param, train_data, num_boost_round=num_round, nfold=5,verbose_eval=20, early_stopping_rounds=20,stratified=False)
[20] cv_agg's rmse: 4.94109 + 0.0573428 [40] cv_agg's rmse: 4.34261 + 0.0457261 [60] cv_agg's rmse: 4.15224 + 0.0491419 [80] cv_agg's rmse: 4.05312 + 0.0451869 [100] cv_agg's rmse: 3.9812 + 0.0436392 [120] cv_agg's rmse: 3.93479 + 0.0450728 [140] cv_agg's rmse: 3.90136 + 0.0437222 [160] cv_agg's rmse: 3.87726 + 0.0454694 [180] cv_agg's rmse: 3.85926 + 0.0447193 [200] cv_agg's rmse: 3.84319 + 0.047186 [220] cv_agg's rmse: 3.83059 + 0.0455051 [240] cv_agg's rmse: 3.81928 + 0.0427985 [260] cv_agg's rmse: 3.80999 + 0.0428492 [280] cv_agg's rmse: 3.80055 + 0.046024 [300] cv_agg's rmse: 3.79352 + 0.0448405 [320] cv_agg's rmse: 3.78686 + 0.0439405 [340] cv_agg's rmse: 3.77965 + 0.0442354 [360] cv_agg's rmse: 3.77355 + 0.0450437 [380] cv_agg's rmse: 3.7686 + 0.0453594 [400] cv_agg's rmse: 3.76363 + 0.0461066 [420] cv_agg's rmse: 3.75992 + 0.0468067 [440] cv_agg's rmse: 3.75453 + 0.0468473 [460] cv_agg's rmse: 3.75015 + 0.0470595 [480] cv_agg's rmse: 3.74567 + 0.0474351 [500] cv_agg's rmse: 3.74224 + 0.0465577 [520] cv_agg's rmse: 3.7394 + 0.0462213 [540] cv_agg's rmse: 3.73659 + 0.047211 [560] cv_agg's rmse: 3.734 + 0.0475086 [580] cv_agg's rmse: 3.73183 + 0.0468549 [600] cv_agg's rmse: 3.72882 + 0.0467285 [620] cv_agg's rmse: 3.72625 + 0.0463797 [640] cv_agg's rmse: 3.72459 + 0.0462856 [660] cv_agg's rmse: 3.72262 + 0.0459779 [680] cv_agg's rmse: 3.72096 + 0.046211 [700] cv_agg's rmse: 3.71953 + 0.0461885 [720] cv_agg's rmse: 3.71742 + 0.0463709 [740] cv_agg's rmse: 3.71583 + 0.0461241 [760] cv_agg's rmse: 3.71452 + 0.0457268 [780] cv_agg's rmse: 3.71299 + 0.0458073 [800] cv_agg's rmse: 3.71126 + 0.0454317 [820] cv_agg's rmse: 3.71 + 0.045017 [840] cv_agg's rmse: 3.70917 + 0.0452615 [860] cv_agg's rmse: 3.70764 + 0.045502 [880] cv_agg's rmse: 3.7066 + 0.0455178 [900] cv_agg's rmse: 3.70566 + 0.0454839 [920] cv_agg's rmse: 3.70486 + 0.0457394 [940] cv_agg's rmse: 3.70368 + 0.0458443 [960] cv_agg's rmse: 3.7025 + 0.0460025 [980] cv_agg's rmse: 3.70166 + 0.0457934 [1000] cv_agg's rmse: 3.70065 + 0.0458437 [1020] cv_agg's rmse: 3.70022 + 0.045524 [1040] cv_agg's rmse: 3.69918 + 0.0452759 [1060] cv_agg's rmse: 3.69851 + 0.0449599 [1080] cv_agg's rmse: 3.69767 + 0.0448182 [1100] cv_agg's rmse: 3.69697 + 0.044993 [1120] cv_agg's rmse: 3.69603 + 0.0449935 [1140] cv_agg's rmse: 3.69508 + 0.0453946 [1160] cv_agg's rmse: 3.69433 + 0.0453032 [1180] cv_agg's rmse: 3.69364 + 0.0448207 [1200] cv_agg's rmse: 3.69275 + 0.0447175 [1220] cv_agg's rmse: 3.69174 + 0.0451443 [1240] cv_agg's rmse: 3.69093 + 0.0453346 [1260] cv_agg's rmse: 3.69005 + 0.0453892 [1280] cv_agg's rmse: 3.68957 + 0.0455125 [1300] cv_agg's rmse: 3.68842 + 0.0452693 [1320] cv_agg's rmse: 3.68775 + 0.0453093 [1340] cv_agg's rmse: 3.68714 + 0.0457498 [1360] cv_agg's rmse: 3.68654 + 0.0456627 [1380] cv_agg's rmse: 3.68584 + 0.0462789 [1400] cv_agg's rmse: 3.68516 + 0.0463774 [1420] cv_agg's rmse: 3.68451 + 0.0466557 [1440] cv_agg's rmse: 3.68416 + 0.0464992 [1460] cv_agg's rmse: 3.68352 + 0.0461203 [1480] cv_agg's rmse: 3.68286 + 0.0461389 [1500] cv_agg's rmse: 3.68208 + 0.0462726 [1520] cv_agg's rmse: 3.68177 + 0.046213 [1540] cv_agg's rmse: 3.68141 + 0.0461279 [1560] cv_agg's rmse: 3.68129 + 0.0462281 [1580] cv_agg's rmse: 3.68087 + 0.0462463 [1600] cv_agg's rmse: 3.68056 + 0.0464743 [1620] cv_agg's rmse: 3.68017 + 0.0463483 [1640] cv_agg's rmse: 3.67975 + 0.0463489 [1660] cv_agg's rmse: 3.67927 + 0.0466167 [1680] cv_agg's rmse: 3.67878 + 0.04683 [1700] cv_agg's rmse: 3.67845 + 0.0470374 [1720] cv_agg's rmse: 3.67824 + 0.0468068 [1740] cv_agg's rmse: 3.67807 + 0.0466914 [1760] cv_agg's rmse: 3.67773 + 0.0466444 [1780] cv_agg's rmse: 3.67747 + 0.0466433 [1800] cv_agg's rmse: 3.67702 + 0.0466456 [1820] cv_agg's rmse: 3.67677 + 0.0466449 [1840] cv_agg's rmse: 3.67625 + 0.0468249 [1860] cv_agg's rmse: 3.67606 + 0.0468377 [1880] cv_agg's rmse: 3.67555 + 0.047199 [1900] cv_agg's rmse: 3.67513 + 0.04727 [1920] cv_agg's rmse: 3.67475 + 0.047316 [1940] cv_agg's rmse: 3.6746 + 0.0475521 [1960] cv_agg's rmse: 3.67451 + 0.0475984 [1980] cv_agg's rmse: 3.67431 + 0.0475226 [2000] cv_agg's rmse: 3.67402 + 0.0473964 [2020] cv_agg's rmse: 3.67382 + 0.0477097 [2040] cv_agg's rmse: 3.67355 + 0.0477398 [2060] cv_agg's rmse: 3.67357 + 0.0478273
print('Best num_boost_round:', len(cv_results['rmse-mean']))
Best num_boost_round: 2040
lgb_bst=lgb.train(param,train_data,len(cv_results['rmse-mean']))
lgb_pred = lgb_bst.predict(X_test)
lgb_rmse=np.sqrt(mean_squared_error(lgb_pred, y_test))
print("RMSE for Light GBM with Feature Engineering is ",lgb_rmse)
RMSE for Light GBM with Feature Engineering is 3.6415988311191283
lgb_train_rmse=np.sqrt(mean_squared_error(lgb_bst.predict(X_train),y_train))
print("Train RMSE for Light GBM with Feature Engineering is", lgb_train_rmse)
Train RMSE for Light GBM with Feature Engineering is 3.1609195102603014
variance=lgb_train_rmse - lgb_rmse
print("Variance of Light GBM with Feature Engineering is ", variance)
Variance of Light GBM with Feature Engineering is -0.4806793208588269
With Feature Engineering, the RMSE has decreased from 3.78 to 3.64. The variance of the model has also come down from 0.5 to 0.48. Let us tune Light GBM Model
6.feature_fraction - specifies fraction of features to be used in each iteration
param={'metric': 'l2_root',
'objective': 'regression',
'verbose': 1,
#'num_trees':1000
} #Light GBM with these params had an test rmse on 3.65
gridparams={
'learning_rate':[0.1,0.75,0.005,0.025],
#'num_iterations':[100,250,500],
'num_leaves':[31,60],
'bagging_freq':[10,20],
'bagging_fraction':[0.85,1,0.9,0.95],
'boosting_type':['gbdt']
#'subsample':[1,0.8,0.75],
#'colsample_bytree':[0.8,0.7,1],
'max_depth':[-1,6,5]
}
mdl = lgb.LGBMRegressor(
objective = 'regression',
n_jobs = -1, # Updated from 'nthread'
verbose=1,
metric='l2_root')
grid = GridSearchCV(mdl, gridparams,
verbose=1,
cv=3,
n_jobs=-1)
grid.fit(X_train,y_train)
Fitting 3 folds for each of 216 candidates, totalling 648 fits
grid.best_params_
bst_params={'metric': 'l2_root',
'num_leaves': grid.best_params_['num_leaves'],
'learning_rate':grid.best_params_['learning_rate'],
'n_estimators':grid.best_params_['n_estimators'],
'objective': 'regression',
'verbose': 1,
}
num_round=5000
cv_results = lgb.cv(bst_params, train_data, num_boost_round=num_round, nfold=5,verbose_eval=20, early_stopping_rounds=20,stratified=False)
[20] cv_agg's rmse: 4.62811 + 0.0419378 [40] cv_agg's rmse: 4.14044 + 0.0468021 [60] cv_agg's rmse: 3.99519 + 0.0486395 [80] cv_agg's rmse: 3.91427 + 0.0486414 [100] cv_agg's rmse: 3.86582 + 0.0488141 [120] cv_agg's rmse: 3.8304 + 0.0492926 [140] cv_agg's rmse: 3.8076 + 0.0492342 [160] cv_agg's rmse: 3.79095 + 0.0495056 [180] cv_agg's rmse: 3.77776 + 0.0502699 [200] cv_agg's rmse: 3.76638 + 0.0512947 [220] cv_agg's rmse: 3.75739 + 0.0520557 [240] cv_agg's rmse: 3.75112 + 0.0528947
print('Best num_boost_round:', len(cv_results['rmse-mean']))
Best num_boost_round: 250
lgb_bst=lgb.train(bst_params,train_data)
lgb_pred = lgb_bst.predict(X_test)
lgb_rmse=np.sqrt(mean_squared_error(lgb_pred, y_test))
print("RMSE for Light GBM with Feature Engineering is ",lgb_rmse)
lgb_train_rmse=np.sqrt(mean_squared_error(lgb_bst.predict(X_train),y_train))
print("Train RMSE for Light GBM with Feature Engineering is", lgb_train_rmse)
variance=lgb_train_rmse - lgb_rmse
print("Variance of Light GBM with Feature Engineering is ", variance)
RMSE for Light GBM with Feature Engineering is 3.715336443817657 Train RMSE for Light GBM with Feature Engineering is 3.5243966287184767 Variance of Light GBM with Feature Engineering is -0.19093981509918034
X_train=pd.read_csv("X_train_cleaned.csv")
X_test=pd.read_csv("X_test_cleaned.csv")
#y_train=pd.read_csv("Y_Train.csv")
#y_test=pd.read_csv("Y_test.csv")
def objective(space):
clf = lgb.LGBMRegressor(
objective = 'regression',
n_jobs = -1, # Updated from 'nthread'
verbose=1,
boosting_type='gbdt',
num_leaves=60,
bagging_freq=20,
subsample_freq=100,
max_depth=int(space['max_depth']),
subsample=space['subsample'],
n_estimators=5000,
colsample_bytree=space['colsample'])
#metric='l2_root')
eval_set=[( X_train, y_train), ( X_test,y_test)]
clf.fit(X_train, np.array(y_train),
eval_set=eval_set,eval_metric='rmse',
early_stopping_rounds=20)
pred = clf.predict(X_test)
rmse = np.sqrt(mean_squared_error(y_test, pred))
print("SCORE:", rmse)
return{'loss':rmse, 'status': STATUS_OK }
space ={
'max_depth': hp.quniform("x_max_depth", 5, 30, 3),
#'min_child_weight': hp.quniform ('x_min_child', 1, 10, 1),
'subsample': hp.uniform ('x_subsample', 0.8, 1),
'colsample':hp.uniform ('x_colsample', 0.3, 1)
}
from hyperopt.mongoexp import MongoTrials
trials = Trials()
best = fmin(fn=objective,
space=space,
algo=tpe.suggest,
max_evals=100,
trials=trials)
print(best)
[1] valid_0's rmse: 8.98197 valid_1's rmse: 8.94112 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39324 valid_1's rmse: 8.35439 [3] valid_0's rmse: 7.88079 valid_1's rmse: 7.84296 [4] valid_0's rmse: 7.43755 valid_1's rmse: 7.4004 [5] valid_0's rmse: 7.05396 valid_1's rmse: 7.01826 [6] valid_0's rmse: 6.71198 valid_1's rmse: 6.67742 [7] valid_0's rmse: 6.41946 valid_1's rmse: 6.38683 [8] valid_0's rmse: 6.16392 valid_1's rmse: 6.13193 [9] valid_0's rmse: 5.94442 valid_1's rmse: 5.91339 [10] valid_0's rmse: 5.75591 valid_1's rmse: 5.72518 [11] valid_0's rmse: 5.60394 valid_1's rmse: 5.57498 [12] valid_0's rmse: 5.45389 valid_1's rmse: 5.42615 [13] valid_0's rmse: 5.33114 valid_1's rmse: 5.30507 [14] valid_0's rmse: 5.20365 valid_1's rmse: 5.1788 [15] valid_0's rmse: 5.10955 valid_1's rmse: 5.08594 [16] valid_0's rmse: 5.02032 valid_1's rmse: 4.99752 [17] valid_0's rmse: 4.91677 valid_1's rmse: 4.89428 [18] valid_0's rmse: 4.85765 valid_1's rmse: 4.83636 [19] valid_0's rmse: 4.80001 valid_1's rmse: 4.77958 [20] valid_0's rmse: 4.7568 valid_1's rmse: 4.73817 [21] valid_0's rmse: 4.69695 valid_1's rmse: 4.67923 [22] valid_0's rmse: 4.63409 valid_1's rmse: 4.61756 [23] valid_0's rmse: 4.59125 valid_1's rmse: 4.57602 [24] valid_0's rmse: 4.5544 valid_1's rmse: 4.53981 [25] valid_0's rmse: 4.52427 valid_1's rmse: 4.50993 [26] valid_0's rmse: 4.47335 valid_1's rmse: 4.45933 [27] valid_0's rmse: 4.43652 valid_1's rmse: 4.42354 [28] valid_0's rmse: 4.40758 valid_1's rmse: 4.39515 [29] valid_0's rmse: 4.38459 valid_1's rmse: 4.37431 [30] valid_0's rmse: 4.3624 valid_1's rmse: 4.35356 [31] valid_0's rmse: 4.33729 valid_1's rmse: 4.32945 [32] valid_0's rmse: 4.31273 valid_1's rmse: 4.30556 [33] valid_0's rmse: 4.29842 valid_1's rmse: 4.29213 [34] valid_0's rmse: 4.28301 valid_1's rmse: 4.27792 [35] valid_0's rmse: 4.25676 valid_1's rmse: 4.25234 [36] valid_0's rmse: 4.24356 valid_1's rmse: 4.24006 [37] valid_0's rmse: 4.2351 valid_1's rmse: 4.23209 [38] valid_0's rmse: 4.22344 valid_1's rmse: 4.22247 [39] valid_0's rmse: 4.19854 valid_1's rmse: 4.19773 [40] valid_0's rmse: 4.19235 valid_1's rmse: 4.19232 [41] valid_0's rmse: 4.18343 valid_1's rmse: 4.18376 [42] valid_0's rmse: 4.17721 valid_1's rmse: 4.17839 [43] valid_0's rmse: 4.1672 valid_1's rmse: 4.16889 [44] valid_0's rmse: 4.14915 valid_1's rmse: 4.15168 [45] valid_0's rmse: 4.1411 valid_1's rmse: 4.14434 [46] valid_0's rmse: 4.11897 valid_1's rmse: 4.1224 [47] valid_0's rmse: 4.11236 valid_1's rmse: 4.11609 [48] valid_0's rmse: 4.1041 valid_1's rmse: 4.10842 [49] valid_0's rmse: 4.09886 valid_1's rmse: 4.10379 [50] valid_0's rmse: 4.08444 valid_1's rmse: 4.0895 [51] valid_0's rmse: 4.07257 valid_1's rmse: 4.07831 [52] valid_0's rmse: 4.0524 valid_1's rmse: 4.05862 [53] valid_0's rmse: 4.04702 valid_1's rmse: 4.05463 [54] valid_0's rmse: 4.03882 valid_1's rmse: 4.04745 [55] valid_0's rmse: 4.03485 valid_1's rmse: 4.04388 [56] valid_0's rmse: 4.03066 valid_1's rmse: 4.04023 [57] valid_0's rmse: 4.01915 valid_1's rmse: 4.02994 [58] valid_0's rmse: 4.01486 valid_1's rmse: 4.02652 [59] valid_0's rmse: 3.99903 valid_1's rmse: 4.01096 [60] valid_0's rmse: 3.99011 valid_1's rmse: 4.00213 [61] valid_0's rmse: 3.97663 valid_1's rmse: 3.98896 [62] valid_0's rmse: 3.97217 valid_1's rmse: 3.98508 [63] valid_0's rmse: 3.96938 valid_1's rmse: 3.98325 [64] valid_0's rmse: 3.96307 valid_1's rmse: 3.97736 [65] valid_0's rmse: 3.95377 valid_1's rmse: 3.96815 [66] valid_0's rmse: 3.94814 valid_1's rmse: 3.96267 [67] valid_0's rmse: 3.94277 valid_1's rmse: 3.95806 [68] valid_0's rmse: 3.9392 valid_1's rmse: 3.95629 [69] valid_0's rmse: 3.93424 valid_1's rmse: 3.95259 [70] valid_0's rmse: 3.92769 valid_1's rmse: 3.94692 [71] valid_0's rmse: 3.92332 valid_1's rmse: 3.94416 [72] valid_0's rmse: 3.91995 valid_1's rmse: 3.94109 [73] valid_0's rmse: 3.91273 valid_1's rmse: 3.93404 [74] valid_0's rmse: 3.91034 valid_1's rmse: 3.93271 [75] valid_0's rmse: 3.90702 valid_1's rmse: 3.93112 [76] valid_0's rmse: 3.90269 valid_1's rmse: 3.92761 [77] valid_0's rmse: 3.89347 valid_1's rmse: 3.91918 [78] valid_0's rmse: 3.89088 valid_1's rmse: 3.9179 [79] valid_0's rmse: 3.88859 valid_1's rmse: 3.91637 [80] valid_0's rmse: 3.88411 valid_1's rmse: 3.91219 [81] valid_0's rmse: 3.879 valid_1's rmse: 3.90727 [82] valid_0's rmse: 3.87232 valid_1's rmse: 3.90095 [83] valid_0's rmse: 3.86975 valid_1's rmse: 3.8999 [84] valid_0's rmse: 3.8666 valid_1's rmse: 3.8972 [85] valid_0's rmse: 3.86342 valid_1's rmse: 3.8947 [86] valid_0's rmse: 3.86019 valid_1's rmse: 3.8924 [87] valid_0's rmse: 3.85643 valid_1's rmse: 3.88906 [88] valid_0's rmse: 3.85182 valid_1's rmse: 3.88494 [89] valid_0's rmse: 3.84755 valid_1's rmse: 3.88183 [90] valid_0's rmse: 3.84246 valid_1's rmse: 3.87741 [91] valid_0's rmse: 3.83854 valid_1's rmse: 3.87452 [92] valid_0's rmse: 3.83531 valid_1's rmse: 3.87232 [93] valid_0's rmse: 3.83256 valid_1's rmse: 3.87064 [94] valid_0's rmse: 3.83036 valid_1's rmse: 3.86951 [95] valid_0's rmse: 3.82414 valid_1's rmse: 3.86381 [96] valid_0's rmse: 3.82049 valid_1's rmse: 3.86115 [97] valid_0's rmse: 3.81718 valid_1's rmse: 3.85904 [98] valid_0's rmse: 3.81321 valid_1's rmse: 3.85571 [99] valid_0's rmse: 3.80828 valid_1's rmse: 3.85109 [100] valid_0's rmse: 3.80488 valid_1's rmse: 3.84805 [101] valid_0's rmse: 3.80216 valid_1's rmse: 3.84663 [102] valid_0's rmse: 3.80032 valid_1's rmse: 3.84524 [103] valid_0's rmse: 3.79845 valid_1's rmse: 3.84425 [104] valid_0's rmse: 3.79472 valid_1's rmse: 3.84066 [105] valid_0's rmse: 3.79199 valid_1's rmse: 3.83889 [106] valid_0's rmse: 3.79044 valid_1's rmse: 3.83797 [107] valid_0's rmse: 3.78796 valid_1's rmse: 3.83765 [108] valid_0's rmse: 3.78516 valid_1's rmse: 3.83707 [109] valid_0's rmse: 3.78297 valid_1's rmse: 3.83512 [110] valid_0's rmse: 3.77829 valid_1's rmse: 3.83092 [111] valid_0's rmse: 3.7765 valid_1's rmse: 3.82999 [112] valid_0's rmse: 3.7748 valid_1's rmse: 3.8293 [113] valid_0's rmse: 3.77322 valid_1's rmse: 3.8286 [114] valid_0's rmse: 3.77006 valid_1's rmse: 3.82566 [115] valid_0's rmse: 3.7678 valid_1's rmse: 3.82508 [116] valid_0's rmse: 3.76622 valid_1's rmse: 3.82396 [117] valid_0's rmse: 3.76416 valid_1's rmse: 3.82368 [118] valid_0's rmse: 3.76268 valid_1's rmse: 3.82311 [119] valid_0's rmse: 3.75957 valid_1's rmse: 3.82108 [120] valid_0's rmse: 3.75559 valid_1's rmse: 3.81747 [121] valid_0's rmse: 3.75246 valid_1's rmse: 3.81675 [122] valid_0's rmse: 3.74994 valid_1's rmse: 3.81523 [123] valid_0's rmse: 3.74755 valid_1's rmse: 3.81358 [124] valid_0's rmse: 3.74558 valid_1's rmse: 3.81259 [125] valid_0's rmse: 3.7432 valid_1's rmse: 3.81158 [126] valid_0's rmse: 3.74013 valid_1's rmse: 3.80885 [127] valid_0's rmse: 3.73872 valid_1's rmse: 3.80892 [128] valid_0's rmse: 3.73534 valid_1's rmse: 3.80551 [129] valid_0's rmse: 3.73393 valid_1's rmse: 3.80476 [130] valid_0's rmse: 3.73176 valid_1's rmse: 3.80323 [131] valid_0's rmse: 3.73016 valid_1's rmse: 3.80274 [132] valid_0's rmse: 3.72675 valid_1's rmse: 3.79977 [133] valid_0's rmse: 3.7233 valid_1's rmse: 3.79663 [134] valid_0's rmse: 3.72114 valid_1's rmse: 3.79481 [135] valid_0's rmse: 3.71926 valid_1's rmse: 3.79313 [136] valid_0's rmse: 3.71716 valid_1's rmse: 3.79146 [137] valid_0's rmse: 3.71561 valid_1's rmse: 3.79031 [138] valid_0's rmse: 3.71422 valid_1's rmse: 3.78952 [139] valid_0's rmse: 3.71231 valid_1's rmse: 3.78905 [140] valid_0's rmse: 3.71053 valid_1's rmse: 3.789 [141] valid_0's rmse: 3.7087 valid_1's rmse: 3.78851 [142] valid_0's rmse: 3.70726 valid_1's rmse: 3.78796 [143] valid_0's rmse: 3.70559 valid_1's rmse: 3.78686 [144] valid_0's rmse: 3.7039 valid_1's rmse: 3.78659 [145] valid_0's rmse: 3.70209 valid_1's rmse: 3.78547 [146] valid_0's rmse: 3.69942 valid_1's rmse: 3.78325 [147] valid_0's rmse: 3.69632 valid_1's rmse: 3.78045 [148] valid_0's rmse: 3.69494 valid_1's rmse: 3.77932 [149] valid_0's rmse: 3.69337 valid_1's rmse: 3.77822 [150] valid_0's rmse: 3.69244 valid_1's rmse: 3.77799 [151] valid_0's rmse: 3.69069 valid_1's rmse: 3.77685 [152] valid_0's rmse: 3.68908 valid_1's rmse: 3.77661 [153] valid_0's rmse: 3.68793 valid_1's rmse: 3.776 [154] valid_0's rmse: 3.68645 valid_1's rmse: 3.77463 [155] valid_0's rmse: 3.68468 valid_1's rmse: 3.77369 [156] valid_0's rmse: 3.68225 valid_1's rmse: 3.77158 [157] valid_0's rmse: 3.68051 valid_1's rmse: 3.77068 [158] valid_0's rmse: 3.67929 valid_1's rmse: 3.76985 [159] valid_0's rmse: 3.67802 valid_1's rmse: 3.76953 [160] valid_0's rmse: 3.67695 valid_1's rmse: 3.76893 [161] valid_0's rmse: 3.6755 valid_1's rmse: 3.76892 [162] valid_0's rmse: 3.67406 valid_1's rmse: 3.76857 [163] valid_0's rmse: 3.67293 valid_1's rmse: 3.76783 [164] valid_0's rmse: 3.67159 valid_1's rmse: 3.76727 [165] valid_0's rmse: 3.67028 valid_1's rmse: 3.76701 [166] valid_0's rmse: 3.66844 valid_1's rmse: 3.76669 [167] valid_0's rmse: 3.66699 valid_1's rmse: 3.76576 [168] valid_0's rmse: 3.66591 valid_1's rmse: 3.76488 [169] valid_0's rmse: 3.66503 valid_1's rmse: 3.76446 [170] valid_0's rmse: 3.66405 valid_1's rmse: 3.76419 [171] valid_0's rmse: 3.66252 valid_1's rmse: 3.76335 [172] valid_0's rmse: 3.66107 valid_1's rmse: 3.76287 [173] valid_0's rmse: 3.65911 valid_1's rmse: 3.76184 [174] valid_0's rmse: 3.65818 valid_1's rmse: 3.76157 [175] valid_0's rmse: 3.65696 valid_1's rmse: 3.76153 [176] valid_0's rmse: 3.65528 valid_1's rmse: 3.76014 [177] valid_0's rmse: 3.65428 valid_1's rmse: 3.75958 [178] valid_0's rmse: 3.65343 valid_1's rmse: 3.75932 [179] valid_0's rmse: 3.65131 valid_1's rmse: 3.75736 [180] valid_0's rmse: 3.6504 valid_1's rmse: 3.75672 [181] valid_0's rmse: 3.64893 valid_1's rmse: 3.75647 [182] valid_0's rmse: 3.64793 valid_1's rmse: 3.75627 [183] valid_0's rmse: 3.64628 valid_1's rmse: 3.75516 [184] valid_0's rmse: 3.6447 valid_1's rmse: 3.75477 [185] valid_0's rmse: 3.64288 valid_1's rmse: 3.75326 [186] valid_0's rmse: 3.64182 valid_1's rmse: 3.75316 [187] valid_0's rmse: 3.64092 valid_1's rmse: 3.75277 [188] valid_0's rmse: 3.63853 valid_1's rmse: 3.75114 [189] valid_0's rmse: 3.63675 valid_1's rmse: 3.74963 [190] valid_0's rmse: 3.63592 valid_1's rmse: 3.7491 [191] valid_0's rmse: 3.63458 valid_1's rmse: 3.74827 [192] valid_0's rmse: 3.63373 valid_1's rmse: 3.74781 [193] valid_0's rmse: 3.63237 valid_1's rmse: 3.74684 [194] valid_0's rmse: 3.63121 valid_1's rmse: 3.74597 [195] valid_0's rmse: 3.62997 valid_1's rmse: 3.74559 [196] valid_0's rmse: 3.629 valid_1's rmse: 3.74575 [197] valid_0's rmse: 3.62803 valid_1's rmse: 3.7454 [198] valid_0's rmse: 3.62706 valid_1's rmse: 3.74461 [199] valid_0's rmse: 3.62607 valid_1's rmse: 3.74443 [200] valid_0's rmse: 3.62519 valid_1's rmse: 3.7441 [201] valid_0's rmse: 3.6237 valid_1's rmse: 3.74442 [202] valid_0's rmse: 3.62287 valid_1's rmse: 3.74413 [203] valid_0's rmse: 3.62177 valid_1's rmse: 3.74337 [204] valid_0's rmse: 3.62112 valid_1's rmse: 3.74341 [205] valid_0's rmse: 3.62028 valid_1's rmse: 3.74313 [206] valid_0's rmse: 3.61937 valid_1's rmse: 3.74252 [207] valid_0's rmse: 3.61791 valid_1's rmse: 3.74144 [208] valid_0's rmse: 3.61462 valid_1's rmse: 3.73842 [209] valid_0's rmse: 3.61353 valid_1's rmse: 3.73743 [210] valid_0's rmse: 3.61223 valid_1's rmse: 3.73734 [211] valid_0's rmse: 3.61129 valid_1's rmse: 3.73725 [212] valid_0's rmse: 3.61031 valid_1's rmse: 3.73665 [213] valid_0's rmse: 3.60861 valid_1's rmse: 3.73546 [214] valid_0's rmse: 3.60702 valid_1's rmse: 3.73417 [215] valid_0's rmse: 3.60583 valid_1's rmse: 3.73329 [216] valid_0's rmse: 3.60498 valid_1's rmse: 3.73308 [217] valid_0's rmse: 3.60368 valid_1's rmse: 3.73202 [218] valid_0's rmse: 3.60281 valid_1's rmse: 3.73171 [219] valid_0's rmse: 3.60198 valid_1's rmse: 3.73138 [220] valid_0's rmse: 3.60125 valid_1's rmse: 3.73104 [221] valid_0's rmse: 3.59965 valid_1's rmse: 3.7307 [222] valid_0's rmse: 3.59845 valid_1's rmse: 3.73 [223] valid_0's rmse: 3.5974 valid_1's rmse: 3.73026 [224] valid_0's rmse: 3.59567 valid_1's rmse: 3.73003 [225] valid_0's rmse: 3.59475 valid_1's rmse: 3.72975 [226] valid_0's rmse: 3.59361 valid_1's rmse: 3.72903 [227] valid_0's rmse: 3.59282 valid_1's rmse: 3.72889 [228] valid_0's rmse: 3.59196 valid_1's rmse: 3.72862 [229] valid_0's rmse: 3.59138 valid_1's rmse: 3.72826 [230] valid_0's rmse: 3.59063 valid_1's rmse: 3.72827 [231] valid_0's rmse: 3.58972 valid_1's rmse: 3.72805 [232] valid_0's rmse: 3.58886 valid_1's rmse: 3.72788 [233] valid_0's rmse: 3.58781 valid_1's rmse: 3.72781 [234] valid_0's rmse: 3.58727 valid_1's rmse: 3.72758 [235] valid_0's rmse: 3.5859 valid_1's rmse: 3.72751 [236] valid_0's rmse: 3.58524 valid_1's rmse: 3.72735 [237] valid_0's rmse: 3.5839 valid_1's rmse: 3.72721 [238] valid_0's rmse: 3.58245 valid_1's rmse: 3.72633 [239] valid_0's rmse: 3.58149 valid_1's rmse: 3.72591 [240] valid_0's rmse: 3.58025 valid_1's rmse: 3.72511 [241] valid_0's rmse: 3.57936 valid_1's rmse: 3.72476 [242] valid_0's rmse: 3.5785 valid_1's rmse: 3.72438 [243] valid_0's rmse: 3.57751 valid_1's rmse: 3.7242 [244] valid_0's rmse: 3.57643 valid_1's rmse: 3.72337 [245] valid_0's rmse: 3.57551 valid_1's rmse: 3.72256 [246] valid_0's rmse: 3.57475 valid_1's rmse: 3.72245 [247] valid_0's rmse: 3.57402 valid_1's rmse: 3.72242 [248] valid_0's rmse: 3.57263 valid_1's rmse: 3.72138 [249] valid_0's rmse: 3.57194 valid_1's rmse: 3.72093 [250] valid_0's rmse: 3.571 valid_1's rmse: 3.7212 [251] valid_0's rmse: 3.57015 valid_1's rmse: 3.72087 [252] valid_0's rmse: 3.5694 valid_1's rmse: 3.72068 [253] valid_0's rmse: 3.56689 valid_1's rmse: 3.71828 [254] valid_0's rmse: 3.56608 valid_1's rmse: 3.71811 [255] valid_0's rmse: 3.56501 valid_1's rmse: 3.71735 [256] valid_0's rmse: 3.56418 valid_1's rmse: 3.71707 [257] valid_0's rmse: 3.5635 valid_1's rmse: 3.717 [258] valid_0's rmse: 3.5627 valid_1's rmse: 3.71628 [259] valid_0's rmse: 3.56173 valid_1's rmse: 3.71553 [260] valid_0's rmse: 3.56119 valid_1's rmse: 3.71553 [261] valid_0's rmse: 3.55994 valid_1's rmse: 3.7157 [262] valid_0's rmse: 3.55904 valid_1's rmse: 3.7159 [263] valid_0's rmse: 3.55775 valid_1's rmse: 3.71565 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valid_0's rmse: 3.29345 valid_1's rmse: 3.64716 [784] valid_0's rmse: 3.29302 valid_1's rmse: 3.64693 [785] valid_0's rmse: 3.29276 valid_1's rmse: 3.64689 [786] valid_0's rmse: 3.29257 valid_1's rmse: 3.6469 [787] valid_0's rmse: 3.29222 valid_1's rmse: 3.64696 [788] valid_0's rmse: 3.29183 valid_1's rmse: 3.64688 [789] valid_0's rmse: 3.29156 valid_1's rmse: 3.64684 [790] valid_0's rmse: 3.29125 valid_1's rmse: 3.64695 [791] valid_0's rmse: 3.29059 valid_1's rmse: 3.64646 [792] valid_0's rmse: 3.29032 valid_1's rmse: 3.64654 [793] valid_0's rmse: 3.28901 valid_1's rmse: 3.64568 [794] valid_0's rmse: 3.28886 valid_1's rmse: 3.64577 [795] valid_0's rmse: 3.28859 valid_1's rmse: 3.64566 [796] valid_0's rmse: 3.28834 valid_1's rmse: 3.64557 [797] valid_0's rmse: 3.28805 valid_1's rmse: 3.64542 [798] valid_0's rmse: 3.28774 valid_1's rmse: 3.64538 [799] valid_0's rmse: 3.28732 valid_1's rmse: 3.64517 [800] valid_0's rmse: 3.28712 valid_1's rmse: 3.64521 [801] valid_0's rmse: 3.28667 valid_1's rmse: 3.64517 [802] valid_0's rmse: 3.28646 valid_1's rmse: 3.6451 [803] valid_0's rmse: 3.286 valid_1's rmse: 3.64469 [804] valid_0's rmse: 3.28566 valid_1's rmse: 3.64488 [805] valid_0's rmse: 3.28543 valid_1's rmse: 3.64489 [806] valid_0's rmse: 3.28509 valid_1's rmse: 3.64489 [807] valid_0's rmse: 3.28487 valid_1's rmse: 3.64486 [808] valid_0's rmse: 3.28445 valid_1's rmse: 3.64475 [809] valid_0's rmse: 3.28417 valid_1's rmse: 3.64467 [810] valid_0's rmse: 3.28378 valid_1's rmse: 3.64463 [811] valid_0's rmse: 3.28351 valid_1's rmse: 3.64456 [812] valid_0's rmse: 3.28323 valid_1's rmse: 3.64447 [813] valid_0's rmse: 3.28284 valid_1's rmse: 3.64441 [814] valid_0's rmse: 3.28188 valid_1's rmse: 3.6443 [815] valid_0's rmse: 3.28149 valid_1's rmse: 3.64426 [816] valid_0's rmse: 3.28119 valid_1's rmse: 3.64422 [817] valid_0's rmse: 3.28076 valid_1's rmse: 3.64424 [818] valid_0's rmse: 3.28039 valid_1's rmse: 3.64416 [819] valid_0's rmse: 3.28017 valid_1's rmse: 3.64409 [820] valid_0's rmse: 3.28001 valid_1's rmse: 3.64403 [821] valid_0's rmse: 3.27981 valid_1's rmse: 3.64405 [822] valid_0's rmse: 3.27945 valid_1's rmse: 3.64427 [823] valid_0's rmse: 3.27894 valid_1's rmse: 3.64425 [824] valid_0's rmse: 3.27863 valid_1's rmse: 3.64432 [825] valid_0's rmse: 3.27842 valid_1's rmse: 3.64429 [826] valid_0's rmse: 3.27816 valid_1's rmse: 3.64388 [827] valid_0's rmse: 3.27776 valid_1's rmse: 3.64395 [828] valid_0's rmse: 3.27749 valid_1's rmse: 3.64403 [829] valid_0's rmse: 3.27725 valid_1's rmse: 3.64392 [830] valid_0's rmse: 3.27636 valid_1's rmse: 3.64327 [831] valid_0's rmse: 3.27605 valid_1's rmse: 3.64325 [832] valid_0's rmse: 3.27582 valid_1's rmse: 3.64305 [833] valid_0's rmse: 3.27567 valid_1's rmse: 3.64309 [834] valid_0's rmse: 3.27538 valid_1's rmse: 3.64315 [835] valid_0's rmse: 3.27513 valid_1's rmse: 3.6432 [836] valid_0's rmse: 3.27494 valid_1's rmse: 3.64329 [837] valid_0's rmse: 3.27479 valid_1's rmse: 3.64329 [838] valid_0's rmse: 3.27456 valid_1's rmse: 3.64335 [839] valid_0's rmse: 3.27437 valid_1's rmse: 3.64338 [840] valid_0's rmse: 3.27408 valid_1's rmse: 3.64337 [841] valid_0's rmse: 3.27384 valid_1's rmse: 3.64328 [842] valid_0's rmse: 3.27346 valid_1's rmse: 3.64312 [843] valid_0's rmse: 3.27324 valid_1's rmse: 3.64301 [844] valid_0's rmse: 3.27276 valid_1's rmse: 3.64322 [845] valid_0's rmse: 3.2723 valid_1's rmse: 3.64328 [846] valid_0's rmse: 3.272 valid_1's rmse: 3.64336 [847] valid_0's rmse: 3.27172 valid_1's rmse: 3.64324 [848] valid_0's rmse: 3.27147 valid_1's rmse: 3.64316 [849] valid_0's rmse: 3.2711 valid_1's rmse: 3.64314 [850] valid_0's rmse: 3.27076 valid_1's rmse: 3.64331 [851] valid_0's rmse: 3.27039 valid_1's rmse: 3.64297 [852] valid_0's rmse: 3.27002 valid_1's rmse: 3.64298 [853] valid_0's rmse: 3.26978 valid_1's rmse: 3.64297 [854] valid_0's rmse: 3.26955 valid_1's rmse: 3.64289 [855] valid_0's rmse: 3.26935 valid_1's rmse: 3.64285 [856] valid_0's rmse: 3.2691 valid_1's rmse: 3.64278 [857] valid_0's rmse: 3.26885 valid_1's rmse: 3.64274 [858] valid_0's rmse: 3.26844 valid_1's rmse: 3.64257 [859] valid_0's rmse: 3.26796 valid_1's rmse: 3.64225 [860] valid_0's rmse: 3.26756 valid_1's rmse: 3.64199 [861] valid_0's rmse: 3.2672 valid_1's rmse: 3.64193 [862] valid_0's rmse: 3.26699 valid_1's rmse: 3.64181 [863] valid_0's rmse: 3.26671 valid_1's rmse: 3.64173 [864] valid_0's rmse: 3.26642 valid_1's rmse: 3.64165 [865] valid_0's rmse: 3.26619 valid_1's rmse: 3.64164 [866] valid_0's rmse: 3.26573 valid_1's rmse: 3.64141 [867] valid_0's rmse: 3.26548 valid_1's rmse: 3.64134 [868] valid_0's rmse: 3.26517 valid_1's rmse: 3.64126 [869] valid_0's rmse: 3.26506 valid_1's rmse: 3.64124 [870] valid_0's rmse: 3.26489 valid_1's rmse: 3.64125 [871] valid_0's rmse: 3.26458 valid_1's rmse: 3.64113 [872] valid_0's rmse: 3.2643 valid_1's rmse: 3.64107 [873] valid_0's rmse: 3.26402 valid_1's rmse: 3.641 [874] valid_0's rmse: 3.26377 valid_1's rmse: 3.64099 [875] valid_0's rmse: 3.2635 valid_1's rmse: 3.64105 [876] valid_0's rmse: 3.26329 valid_1's rmse: 3.64105 [877] valid_0's rmse: 3.26294 valid_1's rmse: 3.64085 [878] valid_0's rmse: 3.26269 valid_1's rmse: 3.64073 [879] valid_0's rmse: 3.26236 valid_1's rmse: 3.64082 [880] valid_0's rmse: 3.26207 valid_1's rmse: 3.64072 [881] valid_0's rmse: 3.26183 valid_1's rmse: 3.64084 [882] valid_0's rmse: 3.26159 valid_1's rmse: 3.64083 [883] valid_0's rmse: 3.26138 valid_1's rmse: 3.64087 [884] valid_0's rmse: 3.26114 valid_1's rmse: 3.64091 [885] valid_0's rmse: 3.2609 valid_1's rmse: 3.64077 [886] valid_0's rmse: 3.26076 valid_1's rmse: 3.64083 [887] valid_0's rmse: 3.2605 valid_1's rmse: 3.64094 [888] valid_0's rmse: 3.26015 valid_1's rmse: 3.64105 [889] valid_0's rmse: 3.25987 valid_1's rmse: 3.64127 [890] valid_0's rmse: 3.25958 valid_1's rmse: 3.64122 [891] valid_0's rmse: 3.25935 valid_1's rmse: 3.64115 [892] valid_0's rmse: 3.25908 valid_1's rmse: 3.64109 [893] valid_0's rmse: 3.25889 valid_1's rmse: 3.64099 [894] valid_0's rmse: 3.25874 valid_1's rmse: 3.64096 [895] valid_0's rmse: 3.25858 valid_1's rmse: 3.64098 [896] valid_0's rmse: 3.25837 valid_1's rmse: 3.64105 [897] valid_0's rmse: 3.25797 valid_1's rmse: 3.64125 [898] valid_0's rmse: 3.25763 valid_1's rmse: 3.6414 [899] valid_0's rmse: 3.2574 valid_1's rmse: 3.6413 [900] valid_0's rmse: 3.25702 valid_1's rmse: 3.64131 Early stopping, best iteration is: [880] valid_0's rmse: 3.26207 valid_1's rmse: 3.64072 SCORE: 3.6407158980461833 [1] valid_0's rmse: 8.97221 valid_1's rmse: 8.93124 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37474 valid_1's rmse: 8.33557 [3] valid_0's rmse: 7.85377 valid_1's rmse: 7.81591 [4] valid_0's rmse: 7.39842 valid_1's rmse: 7.36088 [5] valid_0's rmse: 7.00408 valid_1's rmse: 6.96778 [6] valid_0's rmse: 6.65138 valid_1's rmse: 6.61588 [7] valid_0's rmse: 6.34275 valid_1's rmse: 6.30896 [8] valid_0's rmse: 6.08324 valid_1's rmse: 6.04984 [9] valid_0's rmse: 5.84517 valid_1's rmse: 5.81246 [10] valid_0's rmse: 5.64673 valid_1's rmse: 5.61515 [11] valid_0's rmse: 5.48297 valid_1's rmse: 5.45262 [12] valid_0's rmse: 5.3461 valid_1's rmse: 5.31756 [13] valid_0's rmse: 5.22598 valid_1's rmse: 5.1987 [14] valid_0's rmse: 5.07894 valid_1's rmse: 5.0518 [15] valid_0's rmse: 4.97776 valid_1's rmse: 4.95147 [16] valid_0's rmse: 4.90082 valid_1's rmse: 4.87558 [17] valid_0's rmse: 4.8082 valid_1's rmse: 4.78382 [18] valid_0's rmse: 4.74088 valid_1's rmse: 4.71717 [19] valid_0's rmse: 4.66807 valid_1's rmse: 4.64523 [20] valid_0's rmse: 4.59582 valid_1's rmse: 4.57357 [21] valid_0's rmse: 4.54825 valid_1's rmse: 4.5271 [22] valid_0's rmse: 4.51217 valid_1's rmse: 4.49241 [23] valid_0's rmse: 4.45757 valid_1's rmse: 4.43817 [24] valid_0's rmse: 4.40832 valid_1's rmse: 4.38912 [25] valid_0's rmse: 4.36502 valid_1's rmse: 4.34631 [26] valid_0's rmse: 4.34082 valid_1's rmse: 4.32445 [27] valid_0's rmse: 4.31885 valid_1's rmse: 4.30312 [28] valid_0's rmse: 4.2959 valid_1's rmse: 4.28137 [29] valid_0's rmse: 4.27571 valid_1's rmse: 4.26278 [30] valid_0's rmse: 4.26128 valid_1's rmse: 4.24957 [31] valid_0's rmse: 4.2408 valid_1's rmse: 4.23034 [32] valid_0's rmse: 4.21472 valid_1's rmse: 4.20499 [33] valid_0's rmse: 4.19859 valid_1's rmse: 4.19057 [34] valid_0's rmse: 4.18649 valid_1's rmse: 4.18045 [35] valid_0's rmse: 4.16994 valid_1's rmse: 4.16453 [36] valid_0's rmse: 4.15287 valid_1's rmse: 4.14865 [37] valid_0's rmse: 4.1362 valid_1's rmse: 4.13229 [38] valid_0's rmse: 4.12754 valid_1's rmse: 4.1254 [39] valid_0's rmse: 4.10633 valid_1's rmse: 4.10451 [40] valid_0's rmse: 4.09612 valid_1's rmse: 4.0956 [41] valid_0's rmse: 4.08227 valid_1's rmse: 4.08259 [42] valid_0's rmse: 4.07168 valid_1's rmse: 4.07243 [43] valid_0's rmse: 4.06358 valid_1's rmse: 4.06543 [44] valid_0's rmse: 4.05543 valid_1's rmse: 4.05817 [45] valid_0's rmse: 4.04705 valid_1's rmse: 4.05123 [46] valid_0's rmse: 4.0405 valid_1's rmse: 4.04705 [47] valid_0's rmse: 4.03491 valid_1's rmse: 4.04336 [48] valid_0's rmse: 4.0255 valid_1's rmse: 4.0354 [49] valid_0's rmse: 4.01846 valid_1's rmse: 4.0298 [50] valid_0's rmse: 4.0126 valid_1's rmse: 4.0252 [51] valid_0's rmse: 4.00452 valid_1's rmse: 4.01879 [52] valid_0's rmse: 3.99079 valid_1's rmse: 4.00543 [53] valid_0's rmse: 3.98501 valid_1's rmse: 4.00104 [54] valid_0's rmse: 3.97965 valid_1's rmse: 3.99813 [55] valid_0's rmse: 3.97405 valid_1's rmse: 3.99321 [56] valid_0's rmse: 3.9635 valid_1's rmse: 3.98312 [57] valid_0's rmse: 3.95872 valid_1's rmse: 3.98066 [58] valid_0's rmse: 3.95463 valid_1's rmse: 3.97691 [59] valid_0's rmse: 3.94864 valid_1's rmse: 3.97125 [60] valid_0's rmse: 3.93853 valid_1's rmse: 3.96176 [61] valid_0's rmse: 3.92992 valid_1's rmse: 3.95338 [62] valid_0's rmse: 3.92573 valid_1's rmse: 3.95051 [63] valid_0's rmse: 3.92159 valid_1's rmse: 3.94719 [64] valid_0's rmse: 3.91653 valid_1's rmse: 3.94384 [65] valid_0's rmse: 3.9105 valid_1's rmse: 3.93952 [66] valid_0's rmse: 3.903 valid_1's rmse: 3.93275 [67] valid_0's rmse: 3.89692 valid_1's rmse: 3.92704 [68] valid_0's rmse: 3.89139 valid_1's rmse: 3.92175 [69] valid_0's rmse: 3.88666 valid_1's rmse: 3.91707 [70] valid_0's rmse: 3.88165 valid_1's rmse: 3.91307 [71] valid_0's rmse: 3.87754 valid_1's rmse: 3.90979 [72] valid_0's rmse: 3.87449 valid_1's rmse: 3.90753 [73] valid_0's rmse: 3.86985 valid_1's rmse: 3.90321 [74] valid_0's rmse: 3.86652 valid_1's rmse: 3.90155 [75] valid_0's rmse: 3.86145 valid_1's rmse: 3.89714 [76] valid_0's rmse: 3.85551 valid_1's rmse: 3.89162 [77] valid_0's rmse: 3.85086 valid_1's rmse: 3.88752 [78] valid_0's rmse: 3.8479 valid_1's rmse: 3.88617 [79] valid_0's rmse: 3.84253 valid_1's rmse: 3.88216 [80] valid_0's rmse: 3.83907 valid_1's rmse: 3.87947 [81] valid_0's rmse: 3.83413 valid_1's rmse: 3.87494 [82] valid_0's rmse: 3.83173 valid_1's rmse: 3.87325 [83] valid_0's rmse: 3.82842 valid_1's rmse: 3.87091 [84] valid_0's rmse: 3.82637 valid_1's rmse: 3.86993 [85] valid_0's rmse: 3.82332 valid_1's rmse: 3.86808 [86] valid_0's rmse: 3.82081 valid_1's rmse: 3.86674 [87] valid_0's rmse: 3.81547 valid_1's rmse: 3.8617 [88] valid_0's rmse: 3.8129 valid_1's rmse: 3.8608 [89] valid_0's rmse: 3.80569 valid_1's rmse: 3.85371 [90] valid_0's rmse: 3.80166 valid_1's rmse: 3.84991 [91] valid_0's rmse: 3.79963 valid_1's rmse: 3.84886 [92] valid_0's rmse: 3.79608 valid_1's rmse: 3.84613 [93] valid_0's rmse: 3.79079 valid_1's rmse: 3.84046 [94] valid_0's rmse: 3.78766 valid_1's rmse: 3.83787 [95] valid_0's rmse: 3.78408 valid_1's rmse: 3.83458 [96] valid_0's rmse: 3.78216 valid_1's rmse: 3.83405 [97] valid_0's rmse: 3.77862 valid_1's rmse: 3.83102 [98] valid_0's rmse: 3.77694 valid_1's rmse: 3.83008 [99] valid_0's rmse: 3.77268 valid_1's rmse: 3.82644 [100] valid_0's rmse: 3.76813 valid_1's rmse: 3.82246 [101] valid_0's rmse: 3.76572 valid_1's rmse: 3.82197 [102] valid_0's rmse: 3.76237 valid_1's rmse: 3.81895 [103] valid_0's rmse: 3.75927 valid_1's rmse: 3.81616 [104] valid_0's rmse: 3.75654 valid_1's rmse: 3.81425 [105] valid_0's rmse: 3.75364 valid_1's rmse: 3.81396 [106] valid_0's rmse: 3.75034 valid_1's rmse: 3.81137 [107] valid_0's rmse: 3.74649 valid_1's rmse: 3.80947 [108] valid_0's rmse: 3.74401 valid_1's rmse: 3.8088 [109] valid_0's rmse: 3.74238 valid_1's rmse: 3.80752 [110] valid_0's rmse: 3.74055 valid_1's rmse: 3.80728 [111] valid_0's rmse: 3.73886 valid_1's rmse: 3.80701 [112] valid_0's rmse: 3.73653 valid_1's rmse: 3.80558 [113] valid_0's rmse: 3.73512 valid_1's rmse: 3.8051 [114] valid_0's rmse: 3.73194 valid_1's rmse: 3.80224 [115] valid_0's rmse: 3.72715 valid_1's rmse: 3.7982 [116] valid_0's rmse: 3.72494 valid_1's rmse: 3.79738 [117] valid_0's rmse: 3.72322 valid_1's rmse: 3.79687 [118] valid_0's rmse: 3.72099 valid_1's rmse: 3.79516 [119] valid_0's rmse: 3.71869 valid_1's rmse: 3.79321 [120] valid_0's rmse: 3.71651 valid_1's rmse: 3.79212 [121] valid_0's rmse: 3.71392 valid_1's rmse: 3.7915 [122] valid_0's rmse: 3.71175 valid_1's rmse: 3.79013 [123] valid_0's rmse: 3.71008 valid_1's rmse: 3.7896 [124] valid_0's rmse: 3.70832 valid_1's rmse: 3.78864 [125] valid_0's rmse: 3.70678 valid_1's rmse: 3.78847 [126] valid_0's rmse: 3.70421 valid_1's rmse: 3.78632 [127] valid_0's rmse: 3.70227 valid_1's rmse: 3.78604 [128] valid_0's rmse: 3.69997 valid_1's rmse: 3.78387 [129] valid_0's rmse: 3.69784 valid_1's rmse: 3.78297 [130] valid_0's rmse: 3.69654 valid_1's rmse: 3.78214 [131] valid_0's rmse: 3.69494 valid_1's rmse: 3.78176 [132] valid_0's rmse: 3.69279 valid_1's rmse: 3.7803 [133] valid_0's rmse: 3.69077 valid_1's rmse: 3.78009 [134] valid_0's rmse: 3.6886 valid_1's rmse: 3.77875 [135] valid_0's rmse: 3.68713 valid_1's rmse: 3.7783 [136] valid_0's rmse: 3.68547 valid_1's rmse: 3.77799 [137] valid_0's rmse: 3.68411 valid_1's rmse: 3.77761 [138] valid_0's rmse: 3.68256 valid_1's rmse: 3.7764 [139] valid_0's rmse: 3.68084 valid_1's rmse: 3.77577 [140] valid_0's rmse: 3.67872 valid_1's rmse: 3.77495 [141] valid_0's rmse: 3.67674 valid_1's rmse: 3.77363 [142] valid_0's rmse: 3.67483 valid_1's rmse: 3.77229 [143] valid_0's rmse: 3.67318 valid_1's rmse: 3.77195 [144] valid_0's rmse: 3.67093 valid_1's rmse: 3.77064 [145] valid_0's rmse: 3.66885 valid_1's rmse: 3.76897 [146] valid_0's rmse: 3.66757 valid_1's rmse: 3.7683 [147] valid_0's rmse: 3.66634 valid_1's rmse: 3.76766 [148] valid_0's rmse: 3.66399 valid_1's rmse: 3.76604 [149] valid_0's rmse: 3.66194 valid_1's rmse: 3.7647 [150] valid_0's rmse: 3.66028 valid_1's rmse: 3.76474 [151] valid_0's rmse: 3.65833 valid_1's rmse: 3.76443 [152] valid_0's rmse: 3.65632 valid_1's rmse: 3.76315 [153] valid_0's rmse: 3.65516 valid_1's rmse: 3.76334 [154] valid_0's rmse: 3.65417 valid_1's rmse: 3.76304 [155] valid_0's rmse: 3.6533 valid_1's rmse: 3.76256 [156] valid_0's rmse: 3.65171 valid_1's rmse: 3.76157 [157] valid_0's rmse: 3.65013 valid_1's rmse: 3.76074 [158] valid_0's rmse: 3.64818 valid_1's rmse: 3.75933 [159] valid_0's rmse: 3.64701 valid_1's rmse: 3.75881 [160] valid_0's rmse: 3.64506 valid_1's rmse: 3.75738 [161] valid_0's rmse: 3.64317 valid_1's rmse: 3.75794 [162] valid_0's rmse: 3.64173 valid_1's rmse: 3.75774 [163] valid_0's rmse: 3.64 valid_1's rmse: 3.75681 [164] valid_0's rmse: 3.63919 valid_1's rmse: 3.75646 [165] valid_0's rmse: 3.63749 valid_1's rmse: 3.75565 [166] valid_0's rmse: 3.63585 valid_1's rmse: 3.75548 [167] valid_0's rmse: 3.63427 valid_1's rmse: 3.75435 [168] valid_0's rmse: 3.63288 valid_1's rmse: 3.7545 [169] valid_0's rmse: 3.63148 valid_1's rmse: 3.75357 [170] valid_0's rmse: 3.63047 valid_1's rmse: 3.75345 [171] valid_0's rmse: 3.62867 valid_1's rmse: 3.75235 [172] valid_0's rmse: 3.62696 valid_1's rmse: 3.75102 [173] valid_0's rmse: 3.62521 valid_1's rmse: 3.74986 [174] valid_0's rmse: 3.62369 valid_1's rmse: 3.74891 [175] valid_0's rmse: 3.62212 valid_1's rmse: 3.74916 [176] valid_0's rmse: 3.62056 valid_1's rmse: 3.74833 [177] valid_0's rmse: 3.61911 valid_1's rmse: 3.74742 [178] valid_0's rmse: 3.61742 valid_1's rmse: 3.7463 [179] valid_0's rmse: 3.61585 valid_1's rmse: 3.74542 [180] valid_0's rmse: 3.61516 valid_1's rmse: 3.74519 [181] valid_0's rmse: 3.61407 valid_1's rmse: 3.7444 [182] valid_0's rmse: 3.6133 valid_1's rmse: 3.74408 [183] valid_0's rmse: 3.61227 valid_1's rmse: 3.74389 [184] valid_0's rmse: 3.61053 valid_1's rmse: 3.74271 [185] valid_0's rmse: 3.609 valid_1's rmse: 3.74284 [186] valid_0's rmse: 3.60736 valid_1's rmse: 3.74219 [187] valid_0's rmse: 3.60614 valid_1's rmse: 3.74186 [188] valid_0's rmse: 3.60512 valid_1's rmse: 3.74189 [189] valid_0's rmse: 3.60388 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valid_0's rmse: 3.27769 valid_1's rmse: 3.65267 [710] valid_0's rmse: 3.27721 valid_1's rmse: 3.65256 [711] valid_0's rmse: 3.27684 valid_1's rmse: 3.65272 [712] valid_0's rmse: 3.27643 valid_1's rmse: 3.65261 [713] valid_0's rmse: 3.276 valid_1's rmse: 3.65256 [714] valid_0's rmse: 3.27535 valid_1's rmse: 3.65208 [715] valid_0's rmse: 3.27495 valid_1's rmse: 3.65207 [716] valid_0's rmse: 3.27456 valid_1's rmse: 3.65212 [717] valid_0's rmse: 3.27412 valid_1's rmse: 3.65208 [718] valid_0's rmse: 3.27387 valid_1's rmse: 3.65221 [719] valid_0's rmse: 3.27358 valid_1's rmse: 3.65204 [720] valid_0's rmse: 3.27338 valid_1's rmse: 3.65204 [721] valid_0's rmse: 3.27312 valid_1's rmse: 3.65194 [722] valid_0's rmse: 3.27289 valid_1's rmse: 3.65187 [723] valid_0's rmse: 3.2723 valid_1's rmse: 3.65163 [724] valid_0's rmse: 3.27191 valid_1's rmse: 3.65166 [725] valid_0's rmse: 3.2717 valid_1's rmse: 3.65168 [726] valid_0's rmse: 3.27139 valid_1's rmse: 3.65158 [727] valid_0's rmse: 3.27116 valid_1's rmse: 3.6516 [728] valid_0's rmse: 3.27083 valid_1's rmse: 3.65181 [729] valid_0's rmse: 3.27054 valid_1's rmse: 3.65178 [730] valid_0's rmse: 3.27023 valid_1's rmse: 3.65174 [731] valid_0's rmse: 3.26997 valid_1's rmse: 3.65163 [732] valid_0's rmse: 3.2696 valid_1's rmse: 3.6515 [733] valid_0's rmse: 3.26931 valid_1's rmse: 3.65139 [734] valid_0's rmse: 3.26893 valid_1's rmse: 3.65126 [735] valid_0's rmse: 3.26861 valid_1's rmse: 3.65122 [736] valid_0's rmse: 3.26816 valid_1's rmse: 3.65128 [737] valid_0's rmse: 3.2678 valid_1's rmse: 3.65116 [738] valid_0's rmse: 3.26737 valid_1's rmse: 3.65115 [739] valid_0's rmse: 3.26697 valid_1's rmse: 3.65118 [740] valid_0's rmse: 3.26608 valid_1's rmse: 3.65068 [741] valid_0's rmse: 3.26572 valid_1's rmse: 3.65053 [742] valid_0's rmse: 3.26525 valid_1's rmse: 3.65035 [743] valid_0's rmse: 3.26454 valid_1's rmse: 3.65014 [744] valid_0's rmse: 3.26425 valid_1's rmse: 3.6502 [745] valid_0's rmse: 3.26391 valid_1's rmse: 3.6505 [746] valid_0's rmse: 3.26362 valid_1's rmse: 3.65039 [747] valid_0's rmse: 3.26284 valid_1's rmse: 3.65015 [748] valid_0's rmse: 3.2624 valid_1's rmse: 3.65015 [749] valid_0's rmse: 3.2621 valid_1's rmse: 3.64997 [750] valid_0's rmse: 3.26162 valid_1's rmse: 3.64976 [751] valid_0's rmse: 3.26138 valid_1's rmse: 3.64974 [752] valid_0's rmse: 3.26115 valid_1's rmse: 3.64968 [753] valid_0's rmse: 3.26089 valid_1's rmse: 3.64979 [754] valid_0's rmse: 3.26048 valid_1's rmse: 3.64966 [755] valid_0's rmse: 3.26008 valid_1's rmse: 3.64965 [756] valid_0's rmse: 3.25962 valid_1's rmse: 3.64954 [757] valid_0's rmse: 3.25923 valid_1's rmse: 3.64933 [758] valid_0's rmse: 3.25902 valid_1's rmse: 3.64934 [759] valid_0's rmse: 3.25866 valid_1's rmse: 3.64954 [760] valid_0's rmse: 3.25842 valid_1's rmse: 3.64946 [761] valid_0's rmse: 3.25772 valid_1's rmse: 3.64928 [762] valid_0's rmse: 3.25726 valid_1's rmse: 3.64912 [763] valid_0's rmse: 3.2569 valid_1's rmse: 3.64903 [764] valid_0's rmse: 3.25661 valid_1's rmse: 3.64911 [765] valid_0's rmse: 3.25617 valid_1's rmse: 3.64896 [766] valid_0's rmse: 3.25586 valid_1's rmse: 3.64892 [767] valid_0's rmse: 3.25554 valid_1's rmse: 3.64891 [768] valid_0's rmse: 3.25519 valid_1's rmse: 3.64873 [769] valid_0's rmse: 3.25484 valid_1's rmse: 3.64868 [770] valid_0's rmse: 3.25447 valid_1's rmse: 3.6488 [771] valid_0's rmse: 3.25427 valid_1's rmse: 3.64879 [772] valid_0's rmse: 3.25392 valid_1's rmse: 3.64862 [773] valid_0's rmse: 3.25329 valid_1's rmse: 3.64874 [774] valid_0's rmse: 3.25296 valid_1's rmse: 3.6488 [775] valid_0's rmse: 3.25251 valid_1's rmse: 3.64869 [776] valid_0's rmse: 3.25219 valid_1's rmse: 3.64866 [777] valid_0's rmse: 3.25201 valid_1's rmse: 3.6486 [778] valid_0's rmse: 3.25176 valid_1's rmse: 3.64865 [779] valid_0's rmse: 3.25146 valid_1's rmse: 3.64867 [780] valid_0's rmse: 3.25114 valid_1's rmse: 3.6488 [781] valid_0's rmse: 3.25085 valid_1's rmse: 3.64892 [782] valid_0's rmse: 3.25047 valid_1's rmse: 3.64875 [783] valid_0's rmse: 3.25015 valid_1's rmse: 3.64876 [784] valid_0's rmse: 3.24972 valid_1's rmse: 3.6486 [785] valid_0's rmse: 3.24944 valid_1's rmse: 3.64853 [786] valid_0's rmse: 3.24915 valid_1's rmse: 3.64865 [787] valid_0's rmse: 3.2488 valid_1's rmse: 3.64875 [788] valid_0's rmse: 3.24849 valid_1's rmse: 3.64869 [789] valid_0's rmse: 3.24813 valid_1's rmse: 3.64865 [790] valid_0's rmse: 3.24766 valid_1's rmse: 3.64869 [791] valid_0's rmse: 3.24714 valid_1's rmse: 3.6486 [792] valid_0's rmse: 3.24684 valid_1's rmse: 3.64844 [793] valid_0's rmse: 3.24657 valid_1's rmse: 3.64821 [794] valid_0's rmse: 3.24632 valid_1's rmse: 3.64822 [795] valid_0's rmse: 3.24594 valid_1's rmse: 3.64807 [796] valid_0's rmse: 3.2455 valid_1's rmse: 3.64771 [797] valid_0's rmse: 3.24508 valid_1's rmse: 3.64786 [798] valid_0's rmse: 3.24474 valid_1's rmse: 3.64787 [799] valid_0's rmse: 3.2444 valid_1's rmse: 3.64788 [800] valid_0's rmse: 3.24414 valid_1's rmse: 3.64777 [801] valid_0's rmse: 3.24368 valid_1's rmse: 3.64772 [802] valid_0's rmse: 3.24336 valid_1's rmse: 3.64761 [803] valid_0's rmse: 3.24287 valid_1's rmse: 3.6475 [804] valid_0's rmse: 3.24269 valid_1's rmse: 3.64741 [805] valid_0's rmse: 3.24233 valid_1's rmse: 3.64751 [806] valid_0's rmse: 3.24198 valid_1's rmse: 3.64742 [807] valid_0's rmse: 3.24169 valid_1's rmse: 3.64755 [808] valid_0's rmse: 3.24139 valid_1's rmse: 3.6475 [809] valid_0's rmse: 3.24094 valid_1's rmse: 3.64764 [810] valid_0's rmse: 3.24083 valid_1's rmse: 3.64766 [811] valid_0's rmse: 3.24047 valid_1's rmse: 3.64791 [812] valid_0's rmse: 3.24009 valid_1's rmse: 3.64781 [813] valid_0's rmse: 3.23955 valid_1's rmse: 3.64764 [814] valid_0's rmse: 3.2392 valid_1's rmse: 3.64788 [815] valid_0's rmse: 3.23873 valid_1's rmse: 3.6477 [816] valid_0's rmse: 3.23841 valid_1's rmse: 3.64753 [817] valid_0's rmse: 3.23808 valid_1's rmse: 3.64747 [818] valid_0's rmse: 3.23752 valid_1's rmse: 3.64738 [819] valid_0's rmse: 3.2372 valid_1's rmse: 3.64739 [820] valid_0's rmse: 3.2369 valid_1's rmse: 3.6473 [821] valid_0's rmse: 3.23649 valid_1's rmse: 3.6471 [822] valid_0's rmse: 3.23609 valid_1's rmse: 3.6471 [823] valid_0's rmse: 3.2356 valid_1's rmse: 3.64679 [824] valid_0's rmse: 3.23529 valid_1's rmse: 3.64675 [825] valid_0's rmse: 3.23498 valid_1's rmse: 3.64675 [826] valid_0's rmse: 3.23465 valid_1's rmse: 3.64692 [827] valid_0's rmse: 3.23438 valid_1's rmse: 3.64692 [828] valid_0's rmse: 3.234 valid_1's rmse: 3.64695 [829] valid_0's rmse: 3.23364 valid_1's rmse: 3.64679 [830] valid_0's rmse: 3.23334 valid_1's rmse: 3.64686 [831] valid_0's rmse: 3.23302 valid_1's rmse: 3.64676 [832] valid_0's rmse: 3.23284 valid_1's rmse: 3.64675 [833] valid_0's rmse: 3.23244 valid_1's rmse: 3.64668 [834] valid_0's rmse: 3.2321 valid_1's rmse: 3.64652 [835] valid_0's rmse: 3.2319 valid_1's rmse: 3.64645 [836] valid_0's rmse: 3.23157 valid_1's rmse: 3.64633 [837] valid_0's rmse: 3.23103 valid_1's rmse: 3.64637 [838] valid_0's rmse: 3.23059 valid_1's rmse: 3.6461 [839] valid_0's rmse: 3.23031 valid_1's rmse: 3.6461 [840] valid_0's rmse: 3.22997 valid_1's rmse: 3.64598 [841] valid_0's rmse: 3.22964 valid_1's rmse: 3.64605 [842] valid_0's rmse: 3.22927 valid_1's rmse: 3.64615 [843] valid_0's rmse: 3.22884 valid_1's rmse: 3.64605 [844] valid_0's rmse: 3.22833 valid_1's rmse: 3.64587 [845] valid_0's rmse: 3.22799 valid_1's rmse: 3.64596 [846] valid_0's rmse: 3.22762 valid_1's rmse: 3.64602 [847] valid_0's rmse: 3.22696 valid_1's rmse: 3.64594 [848] valid_0's rmse: 3.22659 valid_1's rmse: 3.64575 [849] valid_0's rmse: 3.22642 valid_1's rmse: 3.64569 [850] valid_0's rmse: 3.22591 valid_1's rmse: 3.64549 [851] valid_0's rmse: 3.22569 valid_1's rmse: 3.64534 [852] valid_0's rmse: 3.22543 valid_1's rmse: 3.64524 [853] valid_0's rmse: 3.22512 valid_1's rmse: 3.64516 [854] valid_0's rmse: 3.22487 valid_1's rmse: 3.64516 [855] valid_0's rmse: 3.22451 valid_1's rmse: 3.64507 [856] valid_0's rmse: 3.22414 valid_1's rmse: 3.64516 [857] valid_0's rmse: 3.22396 valid_1's rmse: 3.64523 [858] valid_0's rmse: 3.2236 valid_1's rmse: 3.64513 [859] valid_0's rmse: 3.22322 valid_1's rmse: 3.64503 [860] valid_0's rmse: 3.22282 valid_1's rmse: 3.6449 [861] valid_0's rmse: 3.22246 valid_1's rmse: 3.64485 [862] valid_0's rmse: 3.22218 valid_1's rmse: 3.64492 [863] valid_0's rmse: 3.22193 valid_1's rmse: 3.64484 [864] valid_0's rmse: 3.22172 valid_1's rmse: 3.64475 [865] valid_0's rmse: 3.22141 valid_1's rmse: 3.64461 [866] valid_0's rmse: 3.22113 valid_1's rmse: 3.64454 [867] valid_0's rmse: 3.22083 valid_1's rmse: 3.64463 [868] valid_0's rmse: 3.22066 valid_1's rmse: 3.64458 [869] valid_0's rmse: 3.22035 valid_1's rmse: 3.6446 [870] valid_0's rmse: 3.21999 valid_1's rmse: 3.6446 [871] valid_0's rmse: 3.21967 valid_1's rmse: 3.64446 [872] valid_0's rmse: 3.21924 valid_1's rmse: 3.64442 [873] valid_0's rmse: 3.21896 valid_1's rmse: 3.64442 [874] valid_0's rmse: 3.21854 valid_1's rmse: 3.64431 [875] valid_0's rmse: 3.21835 valid_1's rmse: 3.64432 [876] valid_0's rmse: 3.21804 valid_1's rmse: 3.64437 [877] valid_0's rmse: 3.21778 valid_1's rmse: 3.64433 [878] valid_0's rmse: 3.21745 valid_1's rmse: 3.64422 [879] valid_0's rmse: 3.21706 valid_1's rmse: 3.64414 [880] valid_0's rmse: 3.21669 valid_1's rmse: 3.644 [881] valid_0's rmse: 3.21641 valid_1's rmse: 3.6439 [882] valid_0's rmse: 3.21613 valid_1's rmse: 3.64375 [883] valid_0's rmse: 3.21587 valid_1's rmse: 3.64381 [884] valid_0's rmse: 3.21565 valid_1's rmse: 3.64385 [885] valid_0's rmse: 3.21539 valid_1's rmse: 3.64372 [886] valid_0's rmse: 3.21503 valid_1's rmse: 3.64368 [887] valid_0's rmse: 3.21468 valid_1's rmse: 3.64364 [888] valid_0's rmse: 3.21434 valid_1's rmse: 3.64357 [889] valid_0's rmse: 3.21392 valid_1's rmse: 3.64358 [890] valid_0's rmse: 3.21349 valid_1's rmse: 3.64357 [891] valid_0's rmse: 3.21304 valid_1's rmse: 3.6434 [892] valid_0's rmse: 3.21278 valid_1's rmse: 3.6433 [893] valid_0's rmse: 3.2125 valid_1's rmse: 3.64324 [894] valid_0's rmse: 3.21216 valid_1's rmse: 3.64332 [895] valid_0's rmse: 3.21174 valid_1's rmse: 3.64319 [896] valid_0's rmse: 3.2115 valid_1's rmse: 3.64319 [897] valid_0's rmse: 3.21123 valid_1's rmse: 3.64321 [898] valid_0's rmse: 3.21089 valid_1's rmse: 3.64316 [899] valid_0's rmse: 3.21066 valid_1's rmse: 3.64324 [900] valid_0's rmse: 3.21009 valid_1's rmse: 3.64321 [901] valid_0's rmse: 3.2098 valid_1's rmse: 3.64315 [902] valid_0's rmse: 3.20961 valid_1's rmse: 3.64316 [903] valid_0's rmse: 3.2093 valid_1's rmse: 3.64302 [904] valid_0's rmse: 3.20908 valid_1's rmse: 3.64302 [905] valid_0's rmse: 3.20873 valid_1's rmse: 3.64293 [906] valid_0's rmse: 3.20834 valid_1's rmse: 3.64315 [907] valid_0's rmse: 3.20808 valid_1's rmse: 3.64298 [908] valid_0's rmse: 3.20756 valid_1's rmse: 3.64288 [909] valid_0's rmse: 3.20741 valid_1's rmse: 3.64286 [910] valid_0's rmse: 3.20706 valid_1's rmse: 3.64292 [911] valid_0's rmse: 3.20687 valid_1's rmse: 3.64288 [912] valid_0's rmse: 3.20643 valid_1's rmse: 3.64306 [913] valid_0's rmse: 3.20576 valid_1's rmse: 3.64291 [914] valid_0's rmse: 3.20555 valid_1's rmse: 3.64285 [915] valid_0's rmse: 3.20522 valid_1's rmse: 3.64282 [916] valid_0's rmse: 3.20484 valid_1's rmse: 3.64276 [917] valid_0's rmse: 3.20441 valid_1's rmse: 3.64265 [918] valid_0's rmse: 3.20409 valid_1's rmse: 3.6426 [919] valid_0's rmse: 3.20374 valid_1's rmse: 3.64252 [920] valid_0's rmse: 3.2036 valid_1's rmse: 3.64255 [921] valid_0's rmse: 3.20329 valid_1's rmse: 3.64248 [922] valid_0's rmse: 3.20306 valid_1's rmse: 3.64254 [923] valid_0's rmse: 3.20283 valid_1's rmse: 3.64219 [924] valid_0's rmse: 3.20266 valid_1's rmse: 3.64216 [925] valid_0's rmse: 3.20238 valid_1's rmse: 3.64219 [926] valid_0's rmse: 3.20215 valid_1's rmse: 3.6421 [927] valid_0's rmse: 3.20191 valid_1's rmse: 3.64201 [928] valid_0's rmse: 3.20176 valid_1's rmse: 3.642 [929] valid_0's rmse: 3.20143 valid_1's rmse: 3.64199 [930] valid_0's rmse: 3.2012 valid_1's rmse: 3.64203 [931] valid_0's rmse: 3.20089 valid_1's rmse: 3.64196 [932] valid_0's rmse: 3.20056 valid_1's rmse: 3.64187 [933] valid_0's rmse: 3.20015 valid_1's rmse: 3.64174 [934] valid_0's rmse: 3.19973 valid_1's rmse: 3.64164 [935] valid_0's rmse: 3.19935 valid_1's rmse: 3.64154 [936] valid_0's rmse: 3.19913 valid_1's rmse: 3.6415 [937] valid_0's rmse: 3.19879 valid_1's rmse: 3.64152 [938] valid_0's rmse: 3.19855 valid_1's rmse: 3.64156 [939] valid_0's rmse: 3.1983 valid_1's rmse: 3.64157 [940] valid_0's rmse: 3.19789 valid_1's rmse: 3.64151 [941] valid_0's rmse: 3.19767 valid_1's rmse: 3.6415 [942] valid_0's rmse: 3.19732 valid_1's rmse: 3.64147 [943] valid_0's rmse: 3.19682 valid_1's rmse: 3.64139 [944] valid_0's rmse: 3.19649 valid_1's rmse: 3.64131 [945] valid_0's rmse: 3.19627 valid_1's rmse: 3.64127 [946] valid_0's rmse: 3.19605 valid_1's rmse: 3.64134 [947] valid_0's rmse: 3.19579 valid_1's rmse: 3.64139 [948] valid_0's rmse: 3.19556 valid_1's rmse: 3.64141 [949] valid_0's rmse: 3.19529 valid_1's rmse: 3.64125 [950] valid_0's rmse: 3.19502 valid_1's rmse: 3.64117 [951] valid_0's rmse: 3.19446 valid_1's rmse: 3.64092 [952] valid_0's rmse: 3.19416 valid_1's rmse: 3.64093 [953] valid_0's rmse: 3.194 valid_1's rmse: 3.64105 [954] valid_0's rmse: 3.19371 valid_1's rmse: 3.64103 [955] valid_0's rmse: 3.19322 valid_1's rmse: 3.64091 [956] valid_0's rmse: 3.19294 valid_1's rmse: 3.6408 [957] valid_0's rmse: 3.19265 valid_1's rmse: 3.64065 [958] valid_0's rmse: 3.19246 valid_1's rmse: 3.64065 [959] valid_0's rmse: 3.19214 valid_1's rmse: 3.64053 [960] valid_0's rmse: 3.19169 valid_1's rmse: 3.64064 [961] valid_0's rmse: 3.1915 valid_1's rmse: 3.64073 [962] valid_0's rmse: 3.19115 valid_1's rmse: 3.64082 [963] valid_0's rmse: 3.19095 valid_1's rmse: 3.64079 [964] valid_0's rmse: 3.19071 valid_1's rmse: 3.64081 [965] valid_0's rmse: 3.19045 valid_1's rmse: 3.64097 [966] valid_0's rmse: 3.19009 valid_1's rmse: 3.64089 [967] valid_0's rmse: 3.18989 valid_1's rmse: 3.64089 [968] valid_0's rmse: 3.18941 valid_1's rmse: 3.64071 [969] valid_0's rmse: 3.18909 valid_1's rmse: 3.64085 [970] valid_0's rmse: 3.18881 valid_1's rmse: 3.64075 [971] valid_0's rmse: 3.18861 valid_1's rmse: 3.64069 [972] valid_0's rmse: 3.18839 valid_1's rmse: 3.64067 [973] valid_0's rmse: 3.18798 valid_1's rmse: 3.64058 [974] valid_0's rmse: 3.18778 valid_1's rmse: 3.64052 [975] valid_0's rmse: 3.18748 valid_1's rmse: 3.64062 [976] valid_0's rmse: 3.18721 valid_1's rmse: 3.64053 [977] valid_0's rmse: 3.187 valid_1's rmse: 3.64053 [978] valid_0's rmse: 3.18676 valid_1's rmse: 3.64049 [979] valid_0's rmse: 3.18657 valid_1's rmse: 3.64042 [980] valid_0's rmse: 3.18642 valid_1's rmse: 3.6404 [981] valid_0's rmse: 3.18612 valid_1's rmse: 3.64037 [982] valid_0's rmse: 3.18584 valid_1's rmse: 3.64032 [983] valid_0's rmse: 3.18563 valid_1's rmse: 3.64029 [984] valid_0's rmse: 3.18534 valid_1's rmse: 3.64023 [985] valid_0's rmse: 3.18511 valid_1's rmse: 3.64014 [986] valid_0's rmse: 3.18491 valid_1's rmse: 3.64011 [987] valid_0's rmse: 3.18466 valid_1's rmse: 3.64 [988] valid_0's rmse: 3.18446 valid_1's rmse: 3.64015 [989] valid_0's rmse: 3.18431 valid_1's rmse: 3.64014 [990] valid_0's rmse: 3.18413 valid_1's rmse: 3.64015 [991] valid_0's rmse: 3.18372 valid_1's rmse: 3.64051 [992] valid_0's rmse: 3.18347 valid_1's rmse: 3.64045 [993] valid_0's rmse: 3.18325 valid_1's rmse: 3.64042 [994] valid_0's rmse: 3.18297 valid_1's rmse: 3.64072 [995] valid_0's rmse: 3.18279 valid_1's rmse: 3.64072 [996] valid_0's rmse: 3.18244 valid_1's rmse: 3.64066 [997] valid_0's rmse: 3.1821 valid_1's rmse: 3.64063 [998] valid_0's rmse: 3.1819 valid_1's rmse: 3.64079 [999] valid_0's rmse: 3.18173 valid_1's rmse: 3.64073 [1000] valid_0's rmse: 3.18124 valid_1's rmse: 3.64072 [1001] valid_0's rmse: 3.18098 valid_1's rmse: 3.64069 [1002] valid_0's rmse: 3.1807 valid_1's rmse: 3.64067 [1003] valid_0's rmse: 3.18039 valid_1's rmse: 3.64061 [1004] valid_0's rmse: 3.17996 valid_1's rmse: 3.64068 [1005] valid_0's rmse: 3.17978 valid_1's rmse: 3.64067 [1006] valid_0's rmse: 3.1795 valid_1's rmse: 3.6405 [1007] valid_0's rmse: 3.17903 valid_1's rmse: 3.64041 Early stopping, best iteration is: [987] valid_0's rmse: 3.18466 valid_1's rmse: 3.64 SCORE: 3.6400014806953767 [1] valid_0's rmse: 8.9832 valid_1's rmse: 8.94238 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39914 valid_1's rmse: 8.35962 [3] valid_0's rmse: 7.87292 valid_1's rmse: 7.83526 [4] valid_0's rmse: 7.41727 valid_1's rmse: 7.38092 [5] valid_0's rmse: 7.01848 valid_1's rmse: 6.98378 [6] valid_0's rmse: 6.66934 valid_1's rmse: 6.63574 [7] valid_0's rmse: 6.37238 valid_1's rmse: 6.33941 [8] valid_0's rmse: 6.10836 valid_1's rmse: 6.07653 [9] valid_0's rmse: 5.88015 valid_1's rmse: 5.84864 [10] valid_0's rmse: 5.69008 valid_1's rmse: 5.65945 [11] valid_0's rmse: 5.52664 valid_1's rmse: 5.49695 [12] valid_0's rmse: 5.38394 valid_1's rmse: 5.35568 [13] valid_0's rmse: 5.25792 valid_1's rmse: 5.23016 [14] valid_0's rmse: 5.15593 valid_1's rmse: 5.12911 [15] valid_0's rmse: 5.05558 valid_1's rmse: 5.02953 [16] valid_0's rmse: 4.94256 valid_1's rmse: 4.91738 [17] valid_0's rmse: 4.8577 valid_1's rmse: 4.83346 [18] valid_0's rmse: 4.78714 valid_1's rmse: 4.76298 [19] valid_0's rmse: 4.71106 valid_1's rmse: 4.68786 [20] valid_0's rmse: 4.65122 valid_1's rmse: 4.62804 [21] valid_0's rmse: 4.59881 valid_1's rmse: 4.57741 [22] valid_0's rmse: 4.55462 valid_1's rmse: 4.53432 [23] valid_0's rmse: 4.51391 valid_1's rmse: 4.49417 [24] valid_0's rmse: 4.48454 valid_1's rmse: 4.46562 [25] valid_0's rmse: 4.4406 valid_1's rmse: 4.42262 [26] valid_0's rmse: 4.41051 valid_1's rmse: 4.39349 [27] valid_0's rmse: 4.36901 valid_1's rmse: 4.35201 [28] valid_0's rmse: 4.33637 valid_1's rmse: 4.31944 [29] valid_0's rmse: 4.31269 valid_1's rmse: 4.2963 [30] valid_0's rmse: 4.28371 valid_1's rmse: 4.26711 [31] valid_0's rmse: 4.26454 valid_1's rmse: 4.24849 [32] valid_0's rmse: 4.23626 valid_1's rmse: 4.22098 [33] valid_0's rmse: 4.2171 valid_1's rmse: 4.20272 [34] valid_0's rmse: 4.19587 valid_1's rmse: 4.18253 [35] valid_0's rmse: 4.17655 valid_1's rmse: 4.16388 [36] valid_0's rmse: 4.16714 valid_1's rmse: 4.15468 [37] valid_0's rmse: 4.15268 valid_1's rmse: 4.14116 [38] valid_0's rmse: 4.14007 valid_1's rmse: 4.1313 [39] valid_0's rmse: 4.13402 valid_1's rmse: 4.12623 [40] valid_0's rmse: 4.1202 valid_1's rmse: 4.11277 [41] valid_0's rmse: 4.11101 valid_1's rmse: 4.10422 [42] valid_0's rmse: 4.10426 valid_1's rmse: 4.09943 [43] valid_0's rmse: 4.09718 valid_1's rmse: 4.09417 [44] valid_0's rmse: 4.0797 valid_1's rmse: 4.07657 [45] valid_0's rmse: 4.07032 valid_1's rmse: 4.06877 [46] valid_0's rmse: 4.06501 valid_1's rmse: 4.06448 [47] valid_0's rmse: 4.05849 valid_1's rmse: 4.05891 [48] valid_0's rmse: 4.04954 valid_1's rmse: 4.05025 [49] valid_0's rmse: 4.04518 valid_1's rmse: 4.04684 [50] valid_0's rmse: 4.03398 valid_1's rmse: 4.03618 [51] valid_0's rmse: 4.0235 valid_1's rmse: 4.0259 [52] valid_0's rmse: 4.01625 valid_1's rmse: 4.02042 [53] valid_0's rmse: 4.01151 valid_1's rmse: 4.01641 [54] valid_0's rmse: 4.00164 valid_1's rmse: 4.00709 [55] valid_0's rmse: 3.99594 valid_1's rmse: 4.00144 [56] valid_0's rmse: 3.98989 valid_1's rmse: 3.99602 [57] valid_0's rmse: 3.98248 valid_1's rmse: 3.989 [58] valid_0's rmse: 3.97725 valid_1's rmse: 3.98442 [59] valid_0's rmse: 3.97311 valid_1's rmse: 3.98057 [60] valid_0's rmse: 3.96237 valid_1's rmse: 3.97031 [61] valid_0's rmse: 3.95449 valid_1's rmse: 3.96279 [62] valid_0's rmse: 3.94952 valid_1's rmse: 3.95848 [63] valid_0's rmse: 3.94486 valid_1's rmse: 3.95362 [64] valid_0's rmse: 3.9409 valid_1's rmse: 3.95166 [65] valid_0's rmse: 3.93585 valid_1's rmse: 3.94737 [66] valid_0's rmse: 3.93198 valid_1's rmse: 3.94365 [67] valid_0's rmse: 3.92294 valid_1's rmse: 3.93463 [68] valid_0's rmse: 3.91983 valid_1's rmse: 3.93341 [69] valid_0's rmse: 3.91439 valid_1's rmse: 3.92868 [70] valid_0's rmse: 3.91087 valid_1's rmse: 3.92596 [71] valid_0's rmse: 3.90278 valid_1's rmse: 3.91802 [72] valid_0's rmse: 3.89709 valid_1's rmse: 3.91277 [73] valid_0's rmse: 3.89375 valid_1's rmse: 3.91111 [74] valid_0's rmse: 3.89055 valid_1's rmse: 3.90969 [75] valid_0's rmse: 3.88603 valid_1's rmse: 3.90582 [76] valid_0's rmse: 3.88194 valid_1's rmse: 3.90242 [77] valid_0's rmse: 3.87785 valid_1's rmse: 3.8992 [78] valid_0's rmse: 3.87432 valid_1's rmse: 3.89574 [79] valid_0's rmse: 3.87068 valid_1's rmse: 3.89269 [80] valid_0's rmse: 3.86589 valid_1's rmse: 3.88878 [81] valid_0's rmse: 3.85974 valid_1's rmse: 3.88312 [82] valid_0's rmse: 3.85563 valid_1's rmse: 3.87927 [83] valid_0's rmse: 3.85307 valid_1's rmse: 3.87769 [84] valid_0's rmse: 3.84692 valid_1's rmse: 3.87162 [85] valid_0's rmse: 3.8429 valid_1's rmse: 3.86813 [86] valid_0's rmse: 3.83965 valid_1's rmse: 3.86584 [87] valid_0's rmse: 3.83673 valid_1's rmse: 3.86338 [88] valid_0's rmse: 3.83234 valid_1's rmse: 3.85959 [89] valid_0's rmse: 3.82879 valid_1's rmse: 3.85828 [90] valid_0's rmse: 3.82613 valid_1's rmse: 3.85635 [91] valid_0's rmse: 3.82379 valid_1's rmse: 3.85547 [92] valid_0's rmse: 3.82034 valid_1's rmse: 3.85257 [93] valid_0's rmse: 3.81747 valid_1's rmse: 3.85107 [94] valid_0's rmse: 3.81349 valid_1's rmse: 3.8477 [95] valid_0's rmse: 3.81078 valid_1's rmse: 3.84538 [96] valid_0's rmse: 3.80608 valid_1's rmse: 3.84119 [97] valid_0's rmse: 3.80365 valid_1's rmse: 3.84041 [98] valid_0's rmse: 3.80159 valid_1's rmse: 3.83858 [99] valid_0's rmse: 3.79837 valid_1's rmse: 3.83825 [100] valid_0's rmse: 3.79668 valid_1's rmse: 3.83704 [101] valid_0's rmse: 3.7949 valid_1's rmse: 3.83626 [102] valid_0's rmse: 3.79195 valid_1's rmse: 3.83476 [103] valid_0's rmse: 3.78689 valid_1's rmse: 3.83117 [104] valid_0's rmse: 3.78384 valid_1's rmse: 3.82861 [105] valid_0's rmse: 3.78101 valid_1's rmse: 3.82825 [106] valid_0's rmse: 3.777 valid_1's rmse: 3.82458 [107] valid_0's rmse: 3.77493 valid_1's rmse: 3.8242 [108] valid_0's rmse: 3.77239 valid_1's rmse: 3.82448 [109] valid_0's rmse: 3.77071 valid_1's rmse: 3.82422 [110] valid_0's rmse: 3.76841 valid_1's rmse: 3.82367 [111] valid_0's rmse: 3.76522 valid_1's rmse: 3.82068 [112] valid_0's rmse: 3.76251 valid_1's rmse: 3.81855 [113] valid_0's rmse: 3.76117 valid_1's rmse: 3.8183 [114] valid_0's rmse: 3.75927 valid_1's rmse: 3.81695 [115] valid_0's rmse: 3.75751 valid_1's rmse: 3.81614 [116] valid_0's rmse: 3.75446 valid_1's rmse: 3.81333 [117] valid_0's rmse: 3.75261 valid_1's rmse: 3.8119 [118] valid_0's rmse: 3.75079 valid_1's rmse: 3.81054 [119] valid_0's rmse: 3.74786 valid_1's rmse: 3.80809 [120] valid_0's rmse: 3.7457 valid_1's rmse: 3.8061 [121] valid_0's rmse: 3.74366 valid_1's rmse: 3.80607 [122] valid_0's rmse: 3.74195 valid_1's rmse: 3.80489 [123] valid_0's rmse: 3.74058 valid_1's rmse: 3.8047 [124] valid_0's rmse: 3.73912 valid_1's rmse: 3.80432 [125] valid_0's rmse: 3.73762 valid_1's rmse: 3.80402 [126] valid_0's rmse: 3.73624 valid_1's rmse: 3.80313 [127] valid_0's rmse: 3.73466 valid_1's rmse: 3.80258 [128] valid_0's rmse: 3.73273 valid_1's rmse: 3.80119 [129] valid_0's rmse: 3.73132 valid_1's rmse: 3.80076 [130] valid_0's rmse: 3.73007 valid_1's rmse: 3.80057 [131] valid_0's rmse: 3.72839 valid_1's rmse: 3.80026 [132] valid_0's rmse: 3.72601 valid_1's rmse: 3.79889 [133] valid_0's rmse: 3.72261 valid_1's rmse: 3.79604 [134] valid_0's rmse: 3.72059 valid_1's rmse: 3.79413 [135] valid_0's rmse: 3.71822 valid_1's rmse: 3.79233 [136] valid_0's rmse: 3.71588 valid_1's rmse: 3.79045 [137] valid_0's rmse: 3.71372 valid_1's rmse: 3.7886 [138] valid_0's rmse: 3.7124 valid_1's rmse: 3.78785 [139] valid_0's rmse: 3.7105 valid_1's rmse: 3.78655 [140] valid_0's rmse: 3.70869 valid_1's rmse: 3.78536 [141] valid_0's rmse: 3.7068 valid_1's rmse: 3.78507 [142] valid_0's rmse: 3.70466 valid_1's rmse: 3.78434 [143] valid_0's rmse: 3.70271 valid_1's rmse: 3.78343 [144] valid_0's rmse: 3.7016 valid_1's rmse: 3.78335 [145] valid_0's rmse: 3.69965 valid_1's rmse: 3.78144 [146] valid_0's rmse: 3.6976 valid_1's rmse: 3.78029 [147] valid_0's rmse: 3.69553 valid_1's rmse: 3.77884 [148] valid_0's rmse: 3.69407 valid_1's rmse: 3.77831 [149] valid_0's rmse: 3.69287 valid_1's rmse: 3.7784 [150] valid_0's rmse: 3.69149 valid_1's rmse: 3.77783 [151] valid_0's rmse: 3.68925 valid_1's rmse: 3.77681 [152] valid_0's rmse: 3.68702 valid_1's rmse: 3.77483 [153] valid_0's rmse: 3.68591 valid_1's rmse: 3.77467 [154] valid_0's rmse: 3.68511 valid_1's rmse: 3.77465 [155] valid_0's rmse: 3.68278 valid_1's rmse: 3.77249 [156] valid_0's rmse: 3.68131 valid_1's rmse: 3.77149 [157] valid_0's rmse: 3.67851 valid_1's rmse: 3.77005 [158] valid_0's rmse: 3.67721 valid_1's rmse: 3.76902 [159] valid_0's rmse: 3.67556 valid_1's rmse: 3.7677 [160] valid_0's rmse: 3.67385 valid_1's rmse: 3.76644 [161] valid_0's rmse: 3.67282 valid_1's rmse: 3.76627 [162] valid_0's rmse: 3.67144 valid_1's rmse: 3.76562 [163] valid_0's rmse: 3.67003 valid_1's rmse: 3.7652 [164] valid_0's rmse: 3.6685 valid_1's rmse: 3.76447 [165] valid_0's rmse: 3.66751 valid_1's rmse: 3.76404 [166] valid_0's rmse: 3.66577 valid_1's rmse: 3.76286 [167] valid_0's rmse: 3.66438 valid_1's rmse: 3.76185 [168] valid_0's rmse: 3.66269 valid_1's rmse: 3.76142 [169] valid_0's rmse: 3.66174 valid_1's rmse: 3.7607 [170] valid_0's rmse: 3.66038 valid_1's rmse: 3.76013 [171] valid_0's rmse: 3.65905 valid_1's rmse: 3.75957 [172] valid_0's rmse: 3.65714 valid_1's rmse: 3.75828 [173] valid_0's rmse: 3.65578 valid_1's rmse: 3.75745 [174] valid_0's rmse: 3.6543 valid_1's rmse: 3.7564 [175] valid_0's rmse: 3.65305 valid_1's rmse: 3.75563 [176] valid_0's rmse: 3.65187 valid_1's rmse: 3.75516 [177] valid_0's rmse: 3.64976 valid_1's rmse: 3.75347 [178] valid_0's rmse: 3.64882 valid_1's rmse: 3.75317 [179] valid_0's rmse: 3.64778 valid_1's rmse: 3.75235 [180] valid_0's rmse: 3.64668 valid_1's rmse: 3.7518 [181] valid_0's rmse: 3.64574 valid_1's rmse: 3.75135 [182] valid_0's rmse: 3.64436 valid_1's rmse: 3.75136 [183] valid_0's rmse: 3.64364 valid_1's rmse: 3.75101 [184] valid_0's rmse: 3.64223 valid_1's rmse: 3.74976 [185] valid_0's rmse: 3.64076 valid_1's rmse: 3.7487 [186] valid_0's rmse: 3.64004 valid_1's rmse: 3.74845 [187] valid_0's rmse: 3.63809 valid_1's rmse: 3.74683 [188] valid_0's rmse: 3.63734 valid_1's rmse: 3.74649 [189] valid_0's rmse: 3.63636 valid_1's rmse: 3.74638 [190] valid_0's rmse: 3.63554 valid_1's rmse: 3.746 [191] valid_0's rmse: 3.63447 valid_1's rmse: 3.74552 [192] valid_0's rmse: 3.63344 valid_1's rmse: 3.7454 [193] valid_0's rmse: 3.6327 valid_1's rmse: 3.7449 [194] valid_0's rmse: 3.63162 valid_1's rmse: 3.7443 [195] valid_0's rmse: 3.63017 valid_1's rmse: 3.74371 [196] valid_0's rmse: 3.62867 valid_1's rmse: 3.74283 [197] valid_0's rmse: 3.62749 valid_1's rmse: 3.74178 [198] valid_0's rmse: 3.626 valid_1's rmse: 3.74075 [199] valid_0's rmse: 3.62434 valid_1's rmse: 3.73948 [200] valid_0's rmse: 3.6232 valid_1's rmse: 3.73856 [201] valid_0's rmse: 3.62247 valid_1's rmse: 3.73864 [202] valid_0's rmse: 3.62124 valid_1's rmse: 3.73836 [203] valid_0's rmse: 3.62066 valid_1's rmse: 3.73825 [204] valid_0's rmse: 3.61987 valid_1's rmse: 3.73781 [205] valid_0's rmse: 3.6187 valid_1's rmse: 3.73686 [206] valid_0's rmse: 3.61791 valid_1's rmse: 3.73662 [207] valid_0's rmse: 3.61618 valid_1's rmse: 3.73522 [208] valid_0's rmse: 3.61507 valid_1's rmse: 3.73446 [209] valid_0's rmse: 3.61438 valid_1's rmse: 3.73428 [210] valid_0's rmse: 3.61362 valid_1's rmse: 3.73397 [211] valid_0's rmse: 3.61197 valid_1's rmse: 3.7332 [212] valid_0's rmse: 3.61126 valid_1's rmse: 3.73306 [213] valid_0's rmse: 3.6106 valid_1's rmse: 3.73282 [214] valid_0's rmse: 3.60993 valid_1's rmse: 3.73289 [215] valid_0's rmse: 3.60868 valid_1's rmse: 3.73216 [216] valid_0's rmse: 3.60784 valid_1's rmse: 3.73175 [217] valid_0's rmse: 3.60633 valid_1's rmse: 3.73043 [218] valid_0's rmse: 3.60556 valid_1's rmse: 3.73017 [219] valid_0's rmse: 3.60419 valid_1's rmse: 3.72969 [220] valid_0's rmse: 3.60279 valid_1's rmse: 3.72958 [221] valid_0's rmse: 3.60142 valid_1's rmse: 3.72954 [222] valid_0's rmse: 3.60061 valid_1's rmse: 3.72888 [223] valid_0's rmse: 3.59905 valid_1's rmse: 3.72909 [224] valid_0's rmse: 3.59792 valid_1's rmse: 3.72882 [225] valid_0's rmse: 3.59638 valid_1's rmse: 3.72927 [226] valid_0's rmse: 3.59482 valid_1's rmse: 3.72815 [227] valid_0's rmse: 3.59402 valid_1's rmse: 3.72816 [228] valid_0's rmse: 3.59264 valid_1's rmse: 3.72725 [229] valid_0's rmse: 3.59226 valid_1's rmse: 3.72697 [230] valid_0's rmse: 3.59141 valid_1's rmse: 3.72656 [231] valid_0's rmse: 3.59012 valid_1's rmse: 3.72593 [232] valid_0's rmse: 3.5893 valid_1's rmse: 3.72568 [233] valid_0's rmse: 3.58839 valid_1's rmse: 3.72524 [234] valid_0's rmse: 3.58755 valid_1's rmse: 3.72512 [235] valid_0's rmse: 3.58635 valid_1's rmse: 3.72436 [236] valid_0's rmse: 3.58571 valid_1's rmse: 3.72442 [237] valid_0's rmse: 3.58462 valid_1's rmse: 3.72441 [238] valid_0's rmse: 3.58391 valid_1's rmse: 3.72443 [239] valid_0's rmse: 3.58286 valid_1's rmse: 3.7237 [240] valid_0's rmse: 3.58203 valid_1's rmse: 3.72353 [241] valid_0's rmse: 3.58082 valid_1's rmse: 3.72263 [242] valid_0's rmse: 3.57983 valid_1's rmse: 3.7224 [243] valid_0's rmse: 3.57881 valid_1's rmse: 3.72226 [244] valid_0's rmse: 3.57759 valid_1's rmse: 3.72129 [245] valid_0's rmse: 3.57654 valid_1's rmse: 3.72127 [246] valid_0's rmse: 3.57619 valid_1's rmse: 3.72118 [247] valid_0's rmse: 3.57547 valid_1's rmse: 3.72084 [248] valid_0's rmse: 3.5747 valid_1's rmse: 3.72069 [249] valid_0's rmse: 3.57401 valid_1's rmse: 3.72059 [250] valid_0's rmse: 3.57263 valid_1's rmse: 3.71946 [251] valid_0's rmse: 3.57144 valid_1's rmse: 3.71929 [252] valid_0's rmse: 3.57019 valid_1's rmse: 3.71946 [253] valid_0's rmse: 3.56931 valid_1's rmse: 3.71943 [254] valid_0's rmse: 3.56845 valid_1's rmse: 3.71903 [255] valid_0's rmse: 3.56718 valid_1's rmse: 3.7184 [256] valid_0's rmse: 3.56628 valid_1's rmse: 3.71807 [257] valid_0's rmse: 3.56565 valid_1's rmse: 3.71777 [258] valid_0's rmse: 3.5647 valid_1's rmse: 3.71744 [259] valid_0's rmse: 3.56428 valid_1's rmse: 3.7174 [260] valid_0's rmse: 3.56356 valid_1's rmse: 3.71707 [261] valid_0's rmse: 3.56222 valid_1's rmse: 3.71607 [262] valid_0's rmse: 3.56173 valid_1's rmse: 3.71584 [263] valid_0's rmse: 3.56077 valid_1's rmse: 3.71565 [264] valid_0's rmse: 3.55993 valid_1's rmse: 3.71519 [265] valid_0's rmse: 3.55939 valid_1's rmse: 3.71508 [266] valid_0's rmse: 3.55832 valid_1's rmse: 3.71467 [267] valid_0's rmse: 3.55705 valid_1's rmse: 3.71376 [268] valid_0's rmse: 3.55642 valid_1's rmse: 3.71349 [269] valid_0's rmse: 3.55559 valid_1's rmse: 3.71297 [270] valid_0's rmse: 3.55463 valid_1's rmse: 3.71305 [271] valid_0's rmse: 3.5537 valid_1's rmse: 3.71267 [272] valid_0's rmse: 3.55274 valid_1's rmse: 3.71201 [273] valid_0's rmse: 3.55169 valid_1's rmse: 3.71134 [274] valid_0's rmse: 3.55094 valid_1's rmse: 3.71121 [275] valid_0's rmse: 3.55028 valid_1's rmse: 3.7109 [276] valid_0's rmse: 3.54965 valid_1's rmse: 3.71059 [277] valid_0's rmse: 3.54863 valid_1's rmse: 3.71016 [278] valid_0's rmse: 3.54767 valid_1's rmse: 3.70962 [279] valid_0's rmse: 3.54699 valid_1's rmse: 3.70933 [280] valid_0's rmse: 3.54597 valid_1's rmse: 3.70865 [281] valid_0's rmse: 3.54511 valid_1's rmse: 3.70856 [282] valid_0's rmse: 3.54447 valid_1's rmse: 3.70825 [283] valid_0's rmse: 3.54381 valid_1's rmse: 3.7081 [284] valid_0's rmse: 3.54305 valid_1's rmse: 3.70777 [285] valid_0's rmse: 3.54199 valid_1's rmse: 3.70746 [286] valid_0's rmse: 3.54133 valid_1's rmse: 3.70748 [287] valid_0's rmse: 3.54049 valid_1's rmse: 3.70736 [288] valid_0's rmse: 3.53965 valid_1's rmse: 3.70686 [289] valid_0's rmse: 3.53908 valid_1's rmse: 3.70673 [290] valid_0's rmse: 3.53828 valid_1's rmse: 3.70649 [291] valid_0's rmse: 3.53723 valid_1's rmse: 3.70576 [292] valid_0's rmse: 3.5365 valid_1's rmse: 3.70566 [293] valid_0's rmse: 3.53584 valid_1's rmse: 3.7055 [294] valid_0's rmse: 3.53542 valid_1's rmse: 3.7055 [295] valid_0's rmse: 3.53493 valid_1's rmse: 3.70541 [296] valid_0's rmse: 3.53399 valid_1's rmse: 3.70545 [297] valid_0's rmse: 3.53317 valid_1's rmse: 3.70552 [298] valid_0's rmse: 3.53202 valid_1's rmse: 3.70547 [299] valid_0's rmse: 3.531 valid_1's rmse: 3.70538 [300] valid_0's rmse: 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valid_0's rmse: 3.3901 valid_1's rmse: 3.67015 [561] valid_0's rmse: 3.38982 valid_1's rmse: 3.67012 [562] valid_0's rmse: 3.38943 valid_1's rmse: 3.66994 [563] valid_0's rmse: 3.38917 valid_1's rmse: 3.66987 [564] valid_0's rmse: 3.38886 valid_1's rmse: 3.66969 [565] valid_0's rmse: 3.38824 valid_1's rmse: 3.66966 [566] valid_0's rmse: 3.38796 valid_1's rmse: 3.66959 [567] valid_0's rmse: 3.38743 valid_1's rmse: 3.66964 [568] valid_0's rmse: 3.38702 valid_1's rmse: 3.66982 [569] valid_0's rmse: 3.38665 valid_1's rmse: 3.66954 [570] valid_0's rmse: 3.38594 valid_1's rmse: 3.66972 [571] valid_0's rmse: 3.38544 valid_1's rmse: 3.66978 [572] valid_0's rmse: 3.38514 valid_1's rmse: 3.66967 [573] valid_0's rmse: 3.38451 valid_1's rmse: 3.66943 [574] valid_0's rmse: 3.38394 valid_1's rmse: 3.66943 [575] valid_0's rmse: 3.3838 valid_1's rmse: 3.66946 [576] valid_0's rmse: 3.38333 valid_1's rmse: 3.66928 [577] valid_0's rmse: 3.38282 valid_1's rmse: 3.66939 [578] valid_0's rmse: 3.38241 valid_1's rmse: 3.66934 [579] valid_0's rmse: 3.38158 valid_1's rmse: 3.66894 [580] valid_0's rmse: 3.38118 valid_1's rmse: 3.66891 [581] valid_0's rmse: 3.38097 valid_1's rmse: 3.66896 [582] valid_0's rmse: 3.38043 valid_1's rmse: 3.66916 [583] valid_0's rmse: 3.38003 valid_1's rmse: 3.66899 [584] valid_0's rmse: 3.37962 valid_1's rmse: 3.66895 [585] valid_0's rmse: 3.37916 valid_1's rmse: 3.66873 [586] valid_0's rmse: 3.37878 valid_1's rmse: 3.66877 [587] valid_0's rmse: 3.37847 valid_1's rmse: 3.66867 [588] valid_0's rmse: 3.37809 valid_1's rmse: 3.66843 [589] valid_0's rmse: 3.37786 valid_1's rmse: 3.66841 [590] valid_0's rmse: 3.37751 valid_1's rmse: 3.66826 [591] valid_0's rmse: 3.37729 valid_1's rmse: 3.66823 [592] valid_0's rmse: 3.37711 valid_1's rmse: 3.66825 [593] valid_0's rmse: 3.37681 valid_1's rmse: 3.66814 [594] valid_0's rmse: 3.37623 valid_1's rmse: 3.66814 [595] valid_0's rmse: 3.37598 valid_1's rmse: 3.66815 [596] valid_0's rmse: 3.37558 valid_1's rmse: 3.66808 [597] valid_0's rmse: 3.37485 valid_1's rmse: 3.6679 [598] valid_0's rmse: 3.37452 valid_1's rmse: 3.66801 [599] valid_0's rmse: 3.37416 valid_1's rmse: 3.66805 [600] valid_0's rmse: 3.37365 valid_1's rmse: 3.6682 [601] valid_0's rmse: 3.37311 valid_1's rmse: 3.66785 [602] valid_0's rmse: 3.37242 valid_1's rmse: 3.66761 [603] valid_0's rmse: 3.372 valid_1's rmse: 3.66745 [604] valid_0's rmse: 3.37159 valid_1's rmse: 3.66748 [605] valid_0's rmse: 3.37085 valid_1's rmse: 3.6679 [606] valid_0's rmse: 3.37048 valid_1's rmse: 3.66782 [607] valid_0's rmse: 3.37011 valid_1's rmse: 3.66783 [608] valid_0's rmse: 3.36985 valid_1's rmse: 3.66775 [609] valid_0's rmse: 3.3696 valid_1's rmse: 3.66779 [610] valid_0's rmse: 3.36921 valid_1's rmse: 3.66775 [611] valid_0's rmse: 3.36884 valid_1's rmse: 3.66779 [612] valid_0's rmse: 3.36865 valid_1's rmse: 3.66779 [613] valid_0's rmse: 3.3682 valid_1's rmse: 3.668 [614] valid_0's rmse: 3.3678 valid_1's rmse: 3.66785 [615] valid_0's rmse: 3.3675 valid_1's rmse: 3.66779 [616] valid_0's rmse: 3.3673 valid_1's rmse: 3.66774 [617] valid_0's rmse: 3.36701 valid_1's rmse: 3.66762 [618] valid_0's rmse: 3.36662 valid_1's rmse: 3.66781 [619] valid_0's rmse: 3.36634 valid_1's rmse: 3.66785 [620] valid_0's rmse: 3.366 valid_1's rmse: 3.668 [621] valid_0's rmse: 3.36564 valid_1's rmse: 3.6676 [622] valid_0's rmse: 3.36515 valid_1's rmse: 3.66772 [623] valid_0's rmse: 3.36473 valid_1's rmse: 3.66788 Early stopping, best iteration is: [603] valid_0's rmse: 3.372 valid_1's rmse: 3.66745 SCORE: 3.6674543731062723 [1] valid_0's rmse: 8.98015 valid_1's rmse: 8.9398 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38791 valid_1's rmse: 8.34867 [3] valid_0's rmse: 7.8653 valid_1's rmse: 7.82725 [4] valid_0's rmse: 7.3959 valid_1's rmse: 7.35901 [5] valid_0's rmse: 7.00177 valid_1's rmse: 6.96619 [6] valid_0's rmse: 6.65145 valid_1's rmse: 6.61662 [7] valid_0's rmse: 6.36337 valid_1's rmse: 6.32972 [8] valid_0's rmse: 6.10435 valid_1's rmse: 6.07134 [9] valid_0's rmse: 5.86772 valid_1's rmse: 5.83679 [10] valid_0's rmse: 5.67245 valid_1's rmse: 5.64218 [11] valid_0's rmse: 5.51343 valid_1's rmse: 5.48462 [12] valid_0's rmse: 5.35847 valid_1's rmse: 5.33105 [13] valid_0's rmse: 5.22689 valid_1's rmse: 5.20019 [14] valid_0's rmse: 5.11 valid_1's rmse: 5.08353 [15] valid_0's rmse: 4.99812 valid_1's rmse: 4.9723 [16] valid_0's rmse: 4.91242 valid_1's rmse: 4.88695 [17] valid_0's rmse: 4.82771 valid_1's rmse: 4.80318 [18] valid_0's rmse: 4.75981 valid_1's rmse: 4.73583 [19] valid_0's rmse: 4.67963 valid_1's rmse: 4.65696 [20] valid_0's rmse: 4.62416 valid_1's rmse: 4.60121 [21] valid_0's rmse: 4.57404 valid_1's rmse: 4.55167 [22] valid_0's rmse: 4.53894 valid_1's rmse: 4.51768 [23] valid_0's rmse: 4.49918 valid_1's rmse: 4.47878 [24] valid_0's rmse: 4.46109 valid_1's rmse: 4.44095 [25] valid_0's rmse: 4.41927 valid_1's rmse: 4.39983 [26] valid_0's rmse: 4.38386 valid_1's rmse: 4.36479 [27] valid_0's rmse: 4.35282 valid_1's rmse: 4.33393 [28] valid_0's rmse: 4.31683 valid_1's rmse: 4.29761 [29] valid_0's rmse: 4.29526 valid_1's rmse: 4.27684 [30] valid_0's rmse: 4.27836 valid_1's rmse: 4.26076 [31] valid_0's rmse: 4.25859 valid_1's rmse: 4.24162 [32] valid_0's rmse: 4.22988 valid_1's rmse: 4.21333 [33] valid_0's rmse: 4.2102 valid_1's rmse: 4.1947 [34] valid_0's rmse: 4.1832 valid_1's rmse: 4.16842 [35] valid_0's rmse: 4.16275 valid_1's rmse: 4.14861 [36] valid_0's rmse: 4.1507 valid_1's rmse: 4.13686 [37] valid_0's rmse: 4.13906 valid_1's rmse: 4.12655 [38] valid_0's rmse: 4.12534 valid_1's rmse: 4.11358 [39] valid_0's rmse: 4.11745 valid_1's rmse: 4.10678 [40] valid_0's rmse: 4.10655 valid_1's rmse: 4.09673 [41] valid_0's rmse: 4.09585 valid_1's rmse: 4.08692 [42] valid_0's rmse: 4.08584 valid_1's rmse: 4.07798 [43] valid_0's rmse: 4.07808 valid_1's rmse: 4.07231 [44] valid_0's rmse: 4.06115 valid_1's rmse: 4.05576 [45] valid_0's rmse: 4.05318 valid_1's rmse: 4.05106 [46] valid_0's rmse: 4.04694 valid_1's rmse: 4.04552 [47] valid_0's rmse: 4.04169 valid_1's rmse: 4.0416 [48] valid_0's rmse: 4.03306 valid_1's rmse: 4.033 [49] valid_0's rmse: 4.02999 valid_1's rmse: 4.03157 [50] valid_0's rmse: 4.02155 valid_1's rmse: 4.02412 [51] valid_0's rmse: 4.01234 valid_1's rmse: 4.01585 [52] valid_0's rmse: 4.00614 valid_1's rmse: 4.01255 [53] valid_0's rmse: 3.99876 valid_1's rmse: 4.005 [54] valid_0's rmse: 3.99035 valid_1's rmse: 3.99675 [55] valid_0's rmse: 3.98439 valid_1's rmse: 3.99107 [56] valid_0's rmse: 3.97891 valid_1's rmse: 3.98626 [57] valid_0's rmse: 3.97357 valid_1's rmse: 3.98114 [58] valid_0's rmse: 3.96838 valid_1's rmse: 3.97691 [59] valid_0's rmse: 3.96337 valid_1's rmse: 3.97191 [60] valid_0's rmse: 3.95259 valid_1's rmse: 3.96165 [61] valid_0's rmse: 3.94431 valid_1's rmse: 3.95489 [62] valid_0's rmse: 3.9393 valid_1's rmse: 3.95149 [63] valid_0's rmse: 3.93492 valid_1's rmse: 3.9478 [64] valid_0's rmse: 3.93188 valid_1's rmse: 3.94567 [65] valid_0's rmse: 3.9282 valid_1's rmse: 3.94311 [66] valid_0's rmse: 3.9231 valid_1's rmse: 3.93851 [67] valid_0's rmse: 3.91294 valid_1's rmse: 3.9287 [68] valid_0's rmse: 3.90936 valid_1's rmse: 3.92709 [69] valid_0's rmse: 3.90373 valid_1's rmse: 3.92208 [70] valid_0's rmse: 3.89765 valid_1's rmse: 3.91675 [71] valid_0's rmse: 3.88861 valid_1's rmse: 3.90776 [72] valid_0's rmse: 3.88349 valid_1's rmse: 3.90317 [73] valid_0's rmse: 3.88051 valid_1's rmse: 3.90107 [74] valid_0's rmse: 3.87462 valid_1's rmse: 3.89541 [75] valid_0's rmse: 3.87092 valid_1's rmse: 3.89311 [76] valid_0's rmse: 3.86784 valid_1's rmse: 3.89095 [77] valid_0's rmse: 3.86185 valid_1's rmse: 3.88538 [78] valid_0's rmse: 3.85923 valid_1's rmse: 3.88417 [79] valid_0's rmse: 3.85469 valid_1's rmse: 3.88123 [80] valid_0's rmse: 3.85195 valid_1's rmse: 3.87929 [81] valid_0's rmse: 3.84728 valid_1's rmse: 3.87583 [82] valid_0's rmse: 3.84418 valid_1's rmse: 3.87335 [83] valid_0's rmse: 3.84054 valid_1's rmse: 3.87123 [84] valid_0's rmse: 3.83475 valid_1's rmse: 3.86575 [85] valid_0's rmse: 3.83207 valid_1's rmse: 3.86349 [86] valid_0's rmse: 3.82907 valid_1's rmse: 3.86144 [87] valid_0's rmse: 3.82326 valid_1's rmse: 3.85546 [88] valid_0's rmse: 3.82032 valid_1's rmse: 3.85436 [89] valid_0's rmse: 3.81624 valid_1's rmse: 3.85075 [90] valid_0's rmse: 3.81353 valid_1's rmse: 3.84876 [91] valid_0's rmse: 3.81129 valid_1's rmse: 3.84748 [92] valid_0's rmse: 3.80674 valid_1's rmse: 3.84412 [93] valid_0's rmse: 3.80385 valid_1's rmse: 3.84182 [94] valid_0's rmse: 3.80054 valid_1's rmse: 3.83892 [95] valid_0's rmse: 3.79754 valid_1's rmse: 3.83719 [96] valid_0's rmse: 3.79347 valid_1's rmse: 3.83367 [97] valid_0's rmse: 3.79167 valid_1's rmse: 3.83352 [98] valid_0's rmse: 3.78909 valid_1's rmse: 3.83179 [99] valid_0's rmse: 3.78718 valid_1's rmse: 3.83075 [100] valid_0's rmse: 3.78452 valid_1's rmse: 3.82906 [101] valid_0's rmse: 3.7819 valid_1's rmse: 3.82823 [102] valid_0's rmse: 3.77942 valid_1's rmse: 3.82615 [103] valid_0's rmse: 3.77767 valid_1's rmse: 3.82507 [104] valid_0's rmse: 3.77294 valid_1's rmse: 3.82053 [105] valid_0's rmse: 3.77131 valid_1's rmse: 3.81993 [106] valid_0's rmse: 3.76777 valid_1's rmse: 3.81662 [107] valid_0's rmse: 3.76534 valid_1's rmse: 3.8151 [108] valid_0's rmse: 3.76327 valid_1's rmse: 3.81472 [109] valid_0's rmse: 3.7593 valid_1's rmse: 3.81167 [110] valid_0's rmse: 3.75732 valid_1's rmse: 3.81114 [111] valid_0's rmse: 3.75403 valid_1's rmse: 3.8082 [112] valid_0's rmse: 3.75256 valid_1's rmse: 3.80736 [113] valid_0's rmse: 3.75119 valid_1's rmse: 3.80641 [114] valid_0's rmse: 3.7483 valid_1's rmse: 3.80378 [115] valid_0's rmse: 3.74593 valid_1's rmse: 3.80292 [116] valid_0's rmse: 3.74283 valid_1's rmse: 3.80036 [117] valid_0's rmse: 3.74081 valid_1's rmse: 3.79954 [118] valid_0's rmse: 3.73958 valid_1's rmse: 3.79871 [119] valid_0's rmse: 3.73775 valid_1's rmse: 3.79788 [120] valid_0's rmse: 3.7356 valid_1's rmse: 3.79754 [121] valid_0's rmse: 3.73337 valid_1's rmse: 3.79724 [122] valid_0's rmse: 3.73117 valid_1's rmse: 3.79547 [123] valid_0's rmse: 3.72927 valid_1's rmse: 3.79495 [124] valid_0's rmse: 3.72799 valid_1's rmse: 3.7946 [125] valid_0's rmse: 3.72618 valid_1's rmse: 3.79358 [126] valid_0's rmse: 3.72447 valid_1's rmse: 3.79242 [127] valid_0's rmse: 3.7216 valid_1's rmse: 3.79035 [128] valid_0's rmse: 3.72001 valid_1's rmse: 3.78939 [129] valid_0's rmse: 3.71777 valid_1's rmse: 3.78792 [130] valid_0's rmse: 3.71517 valid_1's rmse: 3.78558 [131] valid_0's rmse: 3.71367 valid_1's rmse: 3.78548 [132] valid_0's rmse: 3.71094 valid_1's rmse: 3.78424 [133] valid_0's rmse: 3.70966 valid_1's rmse: 3.78343 [134] valid_0's rmse: 3.70846 valid_1's rmse: 3.78303 [135] valid_0's rmse: 3.70652 valid_1's rmse: 3.78227 [136] valid_0's rmse: 3.70425 valid_1's rmse: 3.78053 [137] valid_0's rmse: 3.70263 valid_1's rmse: 3.77912 [138] valid_0's rmse: 3.70094 valid_1's rmse: 3.77838 [139] valid_0's rmse: 3.69872 valid_1's rmse: 3.77634 [140] valid_0's rmse: 3.69738 valid_1's rmse: 3.77621 [141] valid_0's rmse: 3.69545 valid_1's rmse: 3.7751 [142] valid_0's rmse: 3.69292 valid_1's rmse: 3.77294 [143] valid_0's rmse: 3.6913 valid_1's rmse: 3.77238 [144] valid_0's rmse: 3.68987 valid_1's rmse: 3.77182 [145] valid_0's rmse: 3.68826 valid_1's rmse: 3.77052 [146] valid_0's rmse: 3.68646 valid_1's rmse: 3.77068 [147] valid_0's rmse: 3.68304 valid_1's rmse: 3.76716 [148] valid_0's rmse: 3.68144 valid_1's rmse: 3.76635 [149] valid_0's rmse: 3.68019 valid_1's rmse: 3.76632 [150] valid_0's rmse: 3.67892 valid_1's rmse: 3.76584 [151] valid_0's rmse: 3.67701 valid_1's rmse: 3.76463 [152] valid_0's rmse: 3.67588 valid_1's rmse: 3.76454 [153] valid_0's rmse: 3.67387 valid_1's rmse: 3.76387 [154] valid_0's rmse: 3.67246 valid_1's rmse: 3.76315 [155] valid_0's rmse: 3.67038 valid_1's rmse: 3.76157 [156] valid_0's rmse: 3.66863 valid_1's rmse: 3.76 [157] valid_0's rmse: 3.66724 valid_1's rmse: 3.7591 [158] valid_0's rmse: 3.66627 valid_1's rmse: 3.75863 [159] valid_0's rmse: 3.66504 valid_1's rmse: 3.75805 [160] valid_0's rmse: 3.66283 valid_1's rmse: 3.75622 [161] valid_0's rmse: 3.66169 valid_1's rmse: 3.75575 [162] valid_0's rmse: 3.66068 valid_1's rmse: 3.75574 [163] valid_0's rmse: 3.65943 valid_1's rmse: 3.75469 [164] valid_0's rmse: 3.65789 valid_1's rmse: 3.75358 [165] valid_0's rmse: 3.65627 valid_1's rmse: 3.75336 [166] valid_0's rmse: 3.65538 valid_1's rmse: 3.75315 [167] valid_0's rmse: 3.65292 valid_1's rmse: 3.75105 [168] valid_0's rmse: 3.65139 valid_1's rmse: 3.74988 [169] valid_0's rmse: 3.65039 valid_1's rmse: 3.74956 [170] valid_0's rmse: 3.64929 valid_1's rmse: 3.74902 [171] valid_0's rmse: 3.64797 valid_1's rmse: 3.74878 [172] valid_0's rmse: 3.64598 valid_1's rmse: 3.74724 [173] valid_0's rmse: 3.64474 valid_1's rmse: 3.74628 [174] valid_0's rmse: 3.64353 valid_1's rmse: 3.74528 [175] valid_0's rmse: 3.64217 valid_1's rmse: 3.74421 [176] valid_0's rmse: 3.64102 valid_1's rmse: 3.74385 [177] valid_0's rmse: 3.63954 valid_1's rmse: 3.74253 [178] valid_0's rmse: 3.6382 valid_1's rmse: 3.74245 [179] valid_0's rmse: 3.63742 valid_1's rmse: 3.7422 [180] valid_0's rmse: 3.63673 valid_1's rmse: 3.74182 [181] valid_0's rmse: 3.63587 valid_1's rmse: 3.74132 [182] valid_0's rmse: 3.63468 valid_1's rmse: 3.74114 [183] valid_0's rmse: 3.63408 valid_1's rmse: 3.74103 [184] valid_0's rmse: 3.63283 valid_1's rmse: 3.74039 [185] valid_0's rmse: 3.63171 valid_1's rmse: 3.74003 [186] valid_0's rmse: 3.63048 valid_1's rmse: 3.74014 [187] valid_0's rmse: 3.6295 valid_1's rmse: 3.73987 [188] valid_0's rmse: 3.62855 valid_1's rmse: 3.73958 [189] valid_0's rmse: 3.62782 valid_1's rmse: 3.73961 [190] valid_0's rmse: 3.62611 valid_1's rmse: 3.73846 [191] valid_0's rmse: 3.6244 valid_1's rmse: 3.73756 [192] valid_0's rmse: 3.62237 valid_1's rmse: 3.73644 [193] valid_0's rmse: 3.62124 valid_1's rmse: 3.73609 [194] valid_0's rmse: 3.62006 valid_1's rmse: 3.73548 [195] valid_0's rmse: 3.61941 valid_1's rmse: 3.73515 [196] valid_0's rmse: 3.61837 valid_1's rmse: 3.73469 [197] valid_0's rmse: 3.61734 valid_1's rmse: 3.73453 [198] valid_0's rmse: 3.61644 valid_1's rmse: 3.73429 [199] valid_0's rmse: 3.61557 valid_1's rmse: 3.73391 [200] valid_0's rmse: 3.61437 valid_1's rmse: 3.73397 [201] valid_0's rmse: 3.61331 valid_1's rmse: 3.73312 [202] valid_0's rmse: 3.61123 valid_1's rmse: 3.73161 [203] valid_0's rmse: 3.60999 valid_1's rmse: 3.73146 [204] valid_0's rmse: 3.60901 valid_1's rmse: 3.73124 [205] valid_0's rmse: 3.60805 valid_1's rmse: 3.73101 [206] valid_0's rmse: 3.60689 valid_1's rmse: 3.7306 [207] valid_0's rmse: 3.60584 valid_1's rmse: 3.72992 [208] valid_0's rmse: 3.60461 valid_1's rmse: 3.7295 [209] valid_0's rmse: 3.60354 valid_1's rmse: 3.72959 [210] valid_0's rmse: 3.60296 valid_1's rmse: 3.72935 [211] valid_0's rmse: 3.60209 valid_1's rmse: 3.72885 [212] valid_0's rmse: 3.60103 valid_1's rmse: 3.72809 [213] valid_0's rmse: 3.60007 valid_1's rmse: 3.72779 [214] valid_0's rmse: 3.59848 valid_1's rmse: 3.72681 [215] valid_0's rmse: 3.59756 valid_1's rmse: 3.72652 [216] valid_0's rmse: 3.59664 valid_1's rmse: 3.72617 [217] valid_0's rmse: 3.59602 valid_1's rmse: 3.72599 [218] valid_0's rmse: 3.5948 valid_1's rmse: 3.72602 [219] valid_0's rmse: 3.59369 valid_1's rmse: 3.72526 [220] valid_0's rmse: 3.59289 valid_1's rmse: 3.72477 [221] valid_0's rmse: 3.59095 valid_1's rmse: 3.72497 [222] valid_0's rmse: 3.59004 valid_1's rmse: 3.72467 [223] valid_0's rmse: 3.58861 valid_1's rmse: 3.72377 [224] valid_0's rmse: 3.58767 valid_1's rmse: 3.72382 [225] valid_0's rmse: 3.58668 valid_1's rmse: 3.72309 [226] valid_0's rmse: 3.58572 valid_1's rmse: 3.72264 [227] valid_0's rmse: 3.58471 valid_1's rmse: 3.7231 [228] valid_0's rmse: 3.58359 valid_1's rmse: 3.72249 [229] valid_0's rmse: 3.58241 valid_1's rmse: 3.72232 [230] valid_0's rmse: 3.58138 valid_1's rmse: 3.72197 [231] valid_0's rmse: 3.58021 valid_1's rmse: 3.72208 [232] valid_0's rmse: 3.57926 valid_1's rmse: 3.72216 [233] valid_0's rmse: 3.57797 valid_1's rmse: 3.72141 [234] valid_0's rmse: 3.57686 valid_1's rmse: 3.72053 [235] valid_0's rmse: 3.57583 valid_1's rmse: 3.71987 [236] valid_0's rmse: 3.57511 valid_1's rmse: 3.71939 [237] valid_0's rmse: 3.57459 valid_1's rmse: 3.71912 [238] valid_0's rmse: 3.5736 valid_1's rmse: 3.71851 [239] valid_0's rmse: 3.57237 valid_1's rmse: 3.71782 [240] valid_0's rmse: 3.5711 valid_1's rmse: 3.71769 [241] valid_0's rmse: 3.57012 valid_1's rmse: 3.71753 [242] valid_0's rmse: 3.56913 valid_1's rmse: 3.71752 [243] valid_0's rmse: 3.56819 valid_1's rmse: 3.71765 [244] valid_0's rmse: 3.56657 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[430] valid_0's rmse: 3.43297 valid_1's rmse: 3.68206 [431] valid_0's rmse: 3.43253 valid_1's rmse: 3.68177 [432] valid_0's rmse: 3.43208 valid_1's rmse: 3.68203 [433] valid_0's rmse: 3.43141 valid_1's rmse: 3.68205 [434] valid_0's rmse: 3.43072 valid_1's rmse: 3.68173 [435] valid_0's rmse: 3.43022 valid_1's rmse: 3.6818 [436] valid_0's rmse: 3.42968 valid_1's rmse: 3.68187 [437] valid_0's rmse: 3.4293 valid_1's rmse: 3.68189 [438] valid_0's rmse: 3.42868 valid_1's rmse: 3.68189 [439] valid_0's rmse: 3.428 valid_1's rmse: 3.68177 [440] valid_0's rmse: 3.42751 valid_1's rmse: 3.68166 [441] valid_0's rmse: 3.42691 valid_1's rmse: 3.6815 [442] valid_0's rmse: 3.42627 valid_1's rmse: 3.68142 [443] valid_0's rmse: 3.42567 valid_1's rmse: 3.68155 [444] valid_0's rmse: 3.42498 valid_1's rmse: 3.68167 [445] valid_0's rmse: 3.42442 valid_1's rmse: 3.68205 [446] valid_0's rmse: 3.42409 valid_1's rmse: 3.68206 [447] valid_0's rmse: 3.42327 valid_1's rmse: 3.68166 [448] valid_0's rmse: 3.42284 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valid_0's rmse: 3.29535 valid_1's rmse: 3.65589 [765] valid_0's rmse: 3.29478 valid_1's rmse: 3.65559 [766] valid_0's rmse: 3.29446 valid_1's rmse: 3.65583 [767] valid_0's rmse: 3.29421 valid_1's rmse: 3.65577 [768] valid_0's rmse: 3.29388 valid_1's rmse: 3.65557 [769] valid_0's rmse: 3.29354 valid_1's rmse: 3.65557 [770] valid_0's rmse: 3.29328 valid_1's rmse: 3.65569 [771] valid_0's rmse: 3.29305 valid_1's rmse: 3.65568 [772] valid_0's rmse: 3.29268 valid_1's rmse: 3.65574 [773] valid_0's rmse: 3.29241 valid_1's rmse: 3.65571 [774] valid_0's rmse: 3.29212 valid_1's rmse: 3.65568 [775] valid_0's rmse: 3.29178 valid_1's rmse: 3.65565 [776] valid_0's rmse: 3.29151 valid_1's rmse: 3.6557 [777] valid_0's rmse: 3.29129 valid_1's rmse: 3.65565 [778] valid_0's rmse: 3.29088 valid_1's rmse: 3.65581 [779] valid_0's rmse: 3.29037 valid_1's rmse: 3.65553 [780] valid_0's rmse: 3.28997 valid_1's rmse: 3.6555 [781] valid_0's rmse: 3.28932 valid_1's rmse: 3.6551 [782] valid_0's rmse: 3.28896 valid_1's rmse: 3.65497 [783] valid_0's rmse: 3.28815 valid_1's rmse: 3.6547 [784] valid_0's rmse: 3.28754 valid_1's rmse: 3.6545 [785] valid_0's rmse: 3.2873 valid_1's rmse: 3.65446 [786] valid_0's rmse: 3.28674 valid_1's rmse: 3.65424 [787] valid_0's rmse: 3.28651 valid_1's rmse: 3.65418 [788] valid_0's rmse: 3.28629 valid_1's rmse: 3.65404 [789] valid_0's rmse: 3.28581 valid_1's rmse: 3.65398 [790] valid_0's rmse: 3.28557 valid_1's rmse: 3.65382 [791] valid_0's rmse: 3.2854 valid_1's rmse: 3.65366 [792] valid_0's rmse: 3.28485 valid_1's rmse: 3.65346 [793] valid_0's rmse: 3.28459 valid_1's rmse: 3.6533 [794] valid_0's rmse: 3.2843 valid_1's rmse: 3.65342 [795] valid_0's rmse: 3.28395 valid_1's rmse: 3.65344 [796] valid_0's rmse: 3.2837 valid_1's rmse: 3.65345 [797] valid_0's rmse: 3.28347 valid_1's rmse: 3.65349 [798] valid_0's rmse: 3.28325 valid_1's rmse: 3.65342 [799] valid_0's rmse: 3.28291 valid_1's rmse: 3.65334 [800] valid_0's rmse: 3.28251 valid_1's rmse: 3.65315 [801] valid_0's rmse: 3.28214 valid_1's rmse: 3.65296 [802] valid_0's rmse: 3.28172 valid_1's rmse: 3.65287 [803] valid_0's rmse: 3.28148 valid_1's rmse: 3.6528 [804] valid_0's rmse: 3.28133 valid_1's rmse: 3.65277 [805] valid_0's rmse: 3.28083 valid_1's rmse: 3.65297 [806] valid_0's rmse: 3.2804 valid_1's rmse: 3.65292 [807] valid_0's rmse: 3.27997 valid_1's rmse: 3.65267 [808] valid_0's rmse: 3.27956 valid_1's rmse: 3.65262 [809] valid_0's rmse: 3.2792 valid_1's rmse: 3.65272 [810] valid_0's rmse: 3.27901 valid_1's rmse: 3.65271 [811] valid_0's rmse: 3.27863 valid_1's rmse: 3.65271 [812] valid_0's rmse: 3.27834 valid_1's rmse: 3.65259 [813] valid_0's rmse: 3.27806 valid_1's rmse: 3.65263 [814] valid_0's rmse: 3.27776 valid_1's rmse: 3.65277 [815] valid_0's rmse: 3.27755 valid_1's rmse: 3.65269 [816] valid_0's rmse: 3.27728 valid_1's rmse: 3.65277 [817] valid_0's rmse: 3.27696 valid_1's rmse: 3.65266 [818] valid_0's rmse: 3.27661 valid_1's rmse: 3.65282 [819] valid_0's rmse: 3.27627 valid_1's rmse: 3.6527 [820] valid_0's rmse: 3.27597 valid_1's rmse: 3.65266 [821] valid_0's rmse: 3.2755 valid_1's rmse: 3.65261 [822] valid_0's rmse: 3.27517 valid_1's rmse: 3.65269 [823] valid_0's rmse: 3.27488 valid_1's rmse: 3.6528 [824] valid_0's rmse: 3.27456 valid_1's rmse: 3.65279 [825] valid_0's rmse: 3.27431 valid_1's rmse: 3.65242 [826] valid_0's rmse: 3.27409 valid_1's rmse: 3.65252 [827] valid_0's rmse: 3.27379 valid_1's rmse: 3.65256 [828] valid_0's rmse: 3.27328 valid_1's rmse: 3.65251 [829] valid_0's rmse: 3.27303 valid_1's rmse: 3.65256 [830] valid_0's rmse: 3.27276 valid_1's rmse: 3.65261 [831] valid_0's rmse: 3.27238 valid_1's rmse: 3.65255 [832] valid_0's rmse: 3.27205 valid_1's rmse: 3.65255 [833] valid_0's rmse: 3.27166 valid_1's rmse: 3.65239 [834] valid_0's rmse: 3.27131 valid_1's rmse: 3.65231 [835] valid_0's rmse: 3.27105 valid_1's rmse: 3.6525 [836] valid_0's rmse: 3.27076 valid_1's rmse: 3.65254 [837] valid_0's rmse: 3.27055 valid_1's rmse: 3.65256 [838] valid_0's rmse: 3.27027 valid_1's rmse: 3.65254 [839] valid_0's rmse: 3.26987 valid_1's rmse: 3.65231 [840] valid_0's rmse: 3.26931 valid_1's rmse: 3.65252 [841] valid_0's rmse: 3.26903 valid_1's rmse: 3.65251 [842] valid_0's rmse: 3.26876 valid_1's rmse: 3.65264 [843] valid_0's rmse: 3.2686 valid_1's rmse: 3.65264 [844] valid_0's rmse: 3.26816 valid_1's rmse: 3.65255 [845] valid_0's rmse: 3.26798 valid_1's rmse: 3.65254 [846] valid_0's rmse: 3.2676 valid_1's rmse: 3.65248 [847] valid_0's rmse: 3.26718 valid_1's rmse: 3.65252 [848] valid_0's rmse: 3.26699 valid_1's rmse: 3.65242 [849] valid_0's rmse: 3.26683 valid_1's rmse: 3.65247 [850] valid_0's rmse: 3.26666 valid_1's rmse: 3.65241 [851] valid_0's rmse: 3.26633 valid_1's rmse: 3.65268 [852] valid_0's rmse: 3.26613 valid_1's rmse: 3.65262 [853] valid_0's rmse: 3.26567 valid_1's rmse: 3.65234 [854] valid_0's rmse: 3.26544 valid_1's rmse: 3.6522 [855] valid_0's rmse: 3.26513 valid_1's rmse: 3.65208 [856] valid_0's rmse: 3.26476 valid_1's rmse: 3.65188 [857] valid_0's rmse: 3.26436 valid_1's rmse: 3.65179 [858] valid_0's rmse: 3.26381 valid_1's rmse: 3.65169 [859] valid_0's rmse: 3.26347 valid_1's rmse: 3.65161 [860] valid_0's rmse: 3.26295 valid_1's rmse: 3.65147 [861] valid_0's rmse: 3.26272 valid_1's rmse: 3.65158 [862] valid_0's rmse: 3.26225 valid_1's rmse: 3.65132 [863] valid_0's rmse: 3.26197 valid_1's rmse: 3.65118 [864] valid_0's rmse: 3.26178 valid_1's rmse: 3.65114 [865] valid_0's rmse: 3.2615 valid_1's rmse: 3.65103 [866] valid_0's rmse: 3.26133 valid_1's rmse: 3.65095 [867] valid_0's rmse: 3.26115 valid_1's rmse: 3.65096 [868] valid_0's rmse: 3.26095 valid_1's rmse: 3.65094 [869] valid_0's rmse: 3.26044 valid_1's rmse: 3.65072 [870] valid_0's rmse: 3.26017 valid_1's rmse: 3.65058 [871] valid_0's rmse: 3.25979 valid_1's rmse: 3.65043 [872] valid_0's rmse: 3.25961 valid_1's rmse: 3.65042 [873] valid_0's rmse: 3.25927 valid_1's rmse: 3.65046 [874] valid_0's rmse: 3.25887 valid_1's rmse: 3.65019 [875] valid_0's rmse: 3.25835 valid_1's rmse: 3.64999 [876] valid_0's rmse: 3.25815 valid_1's rmse: 3.6499 [877] valid_0's rmse: 3.25797 valid_1's rmse: 3.64985 [878] valid_0's rmse: 3.25774 valid_1's rmse: 3.64973 [879] valid_0's rmse: 3.25741 valid_1's rmse: 3.64955 [880] valid_0's rmse: 3.25695 valid_1's rmse: 3.64942 [881] valid_0's rmse: 3.25675 valid_1's rmse: 3.64946 [882] valid_0's rmse: 3.25651 valid_1's rmse: 3.64945 [883] valid_0's rmse: 3.25625 valid_1's rmse: 3.6496 [884] valid_0's rmse: 3.25605 valid_1's rmse: 3.64958 [885] valid_0's rmse: 3.25583 valid_1's rmse: 3.64945 [886] valid_0's rmse: 3.25552 valid_1's rmse: 3.64939 [887] valid_0's rmse: 3.25519 valid_1's rmse: 3.64947 [888] valid_0's rmse: 3.25496 valid_1's rmse: 3.64938 [889] valid_0's rmse: 3.25475 valid_1's rmse: 3.64921 [890] valid_0's rmse: 3.25434 valid_1's rmse: 3.64901 [891] valid_0's rmse: 3.25405 valid_1's rmse: 3.64887 [892] valid_0's rmse: 3.25388 valid_1's rmse: 3.64884 [893] valid_0's rmse: 3.25362 valid_1's rmse: 3.64886 [894] valid_0's rmse: 3.25331 valid_1's rmse: 3.64876 [895] valid_0's rmse: 3.25304 valid_1's rmse: 3.64873 [896] valid_0's rmse: 3.25283 valid_1's rmse: 3.64871 [897] valid_0's rmse: 3.25253 valid_1's rmse: 3.64859 [898] valid_0's rmse: 3.25227 valid_1's rmse: 3.64865 [899] valid_0's rmse: 3.25192 valid_1's rmse: 3.64861 [900] valid_0's rmse: 3.25143 valid_1's rmse: 3.64836 [901] valid_0's rmse: 3.251 valid_1's rmse: 3.64907 [902] valid_0's rmse: 3.25067 valid_1's rmse: 3.64923 [903] valid_0's rmse: 3.25028 valid_1's rmse: 3.649 [904] valid_0's rmse: 3.25004 valid_1's rmse: 3.64926 [905] valid_0's rmse: 3.2498 valid_1's rmse: 3.64939 [906] valid_0's rmse: 3.24944 valid_1's rmse: 3.64938 [907] valid_0's rmse: 3.2489 valid_1's rmse: 3.64942 [908] valid_0's rmse: 3.24862 valid_1's rmse: 3.64935 [909] valid_0's rmse: 3.24836 valid_1's rmse: 3.64943 [910] valid_0's rmse: 3.24817 valid_1's rmse: 3.64959 [911] valid_0's rmse: 3.24786 valid_1's rmse: 3.64948 [912] valid_0's rmse: 3.24739 valid_1's rmse: 3.64944 [913] valid_0's rmse: 3.24698 valid_1's rmse: 3.64946 [914] valid_0's rmse: 3.24675 valid_1's rmse: 3.64959 [915] valid_0's rmse: 3.24647 valid_1's rmse: 3.64952 [916] valid_0's rmse: 3.24584 valid_1's rmse: 3.64941 [917] valid_0's rmse: 3.24549 valid_1's rmse: 3.64935 [918] valid_0's rmse: 3.24509 valid_1's rmse: 3.64926 [919] valid_0's rmse: 3.2448 valid_1's rmse: 3.64924 [920] valid_0's rmse: 3.24438 valid_1's rmse: 3.64911 Early stopping, best iteration is: [900] valid_0's rmse: 3.25143 valid_1's rmse: 3.64836 SCORE: 3.6483596414924486 [1] valid_0's rmse: 8.97013 valid_1's rmse: 8.92899 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37653 valid_1's rmse: 8.33658 [3] valid_0's rmse: 7.8548 valid_1's rmse: 7.8163 [4] valid_0's rmse: 7.38552 valid_1's rmse: 7.34812 [5] valid_0's rmse: 6.98599 valid_1's rmse: 6.94905 [6] valid_0's rmse: 6.64096 valid_1's rmse: 6.6054 [7] valid_0's rmse: 6.34705 valid_1's rmse: 6.313 [8] valid_0's rmse: 6.08735 valid_1's rmse: 6.05418 [9] valid_0's rmse: 5.86185 valid_1's rmse: 5.83033 [10] valid_0's rmse: 5.67424 valid_1's rmse: 5.64352 [11] valid_0's rmse: 5.5101 valid_1's rmse: 5.48062 [12] valid_0's rmse: 5.3527 valid_1's rmse: 5.32398 [13] valid_0's rmse: 5.23273 valid_1's rmse: 5.20517 [14] valid_0's rmse: 5.08406 valid_1's rmse: 5.0575 [15] valid_0's rmse: 4.96396 valid_1's rmse: 4.93832 [16] valid_0's rmse: 4.88327 valid_1's rmse: 4.85775 [17] valid_0's rmse: 4.79317 valid_1's rmse: 4.76846 [18] valid_0's rmse: 4.73131 valid_1's rmse: 4.70726 [19] valid_0's rmse: 4.67661 valid_1's rmse: 4.65386 [20] valid_0's rmse: 4.60121 valid_1's rmse: 4.57929 [21] valid_0's rmse: 4.55798 valid_1's rmse: 4.53788 [22] valid_0's rmse: 4.52654 valid_1's rmse: 4.50818 [23] valid_0's rmse: 4.49108 valid_1's rmse: 4.47396 [24] valid_0's rmse: 4.45659 valid_1's rmse: 4.44035 [25] valid_0's rmse: 4.41227 valid_1's rmse: 4.39705 [26] valid_0's rmse: 4.38213 valid_1's rmse: 4.367 [27] valid_0's rmse: 4.34829 valid_1's rmse: 4.33315 [28] valid_0's rmse: 4.32978 valid_1's rmse: 4.316 [29] valid_0's rmse: 4.31132 valid_1's rmse: 4.29923 [30] valid_0's rmse: 4.2887 valid_1's rmse: 4.27657 [31] valid_0's rmse: 4.26936 valid_1's rmse: 4.25654 [32] valid_0's rmse: 4.23685 valid_1's rmse: 4.22471 [33] valid_0's rmse: 4.22261 valid_1's rmse: 4.21155 [34] valid_0's rmse: 4.19405 valid_1's rmse: 4.18283 [35] valid_0's rmse: 4.17139 valid_1's rmse: 4.16077 [36] valid_0's rmse: 4.15876 valid_1's rmse: 4.14897 [37] valid_0's rmse: 4.14719 valid_1's rmse: 4.13823 [38] valid_0's rmse: 4.13318 valid_1's rmse: 4.12468 [39] valid_0's rmse: 4.12156 valid_1's rmse: 4.11392 [40] valid_0's rmse: 4.11127 valid_1's rmse: 4.10459 [41] valid_0's rmse: 4.0985 valid_1's rmse: 4.09271 [42] valid_0's rmse: 4.07906 valid_1's rmse: 4.07309 [43] valid_0's rmse: 4.07068 valid_1's rmse: 4.06829 [44] valid_0's rmse: 4.06157 valid_1's rmse: 4.06038 [45] valid_0's rmse: 4.05567 valid_1's rmse: 4.05592 [46] valid_0's rmse: 4.04987 valid_1's rmse: 4.05069 [47] valid_0's rmse: 4.04123 valid_1's rmse: 4.04321 [48] valid_0's rmse: 4.03117 valid_1's rmse: 4.03347 [49] valid_0's rmse: 4.02499 valid_1's rmse: 4.02816 [50] valid_0's rmse: 4.01779 valid_1's rmse: 4.02169 [51] valid_0's rmse: 4.00786 valid_1's rmse: 4.01228 [52] valid_0's rmse: 3.99894 valid_1's rmse: 4.0049 [53] valid_0's rmse: 3.99421 valid_1's rmse: 4.00144 [54] valid_0's rmse: 3.98509 valid_1's rmse: 3.99298 [55] valid_0's rmse: 3.98013 valid_1's rmse: 3.98895 [56] valid_0's rmse: 3.97493 valid_1's rmse: 3.9845 [57] valid_0's rmse: 3.97152 valid_1's rmse: 3.98291 [58] valid_0's rmse: 3.96598 valid_1's rmse: 3.97797 [59] valid_0's rmse: 3.95873 valid_1's rmse: 3.97142 [60] valid_0's rmse: 3.95355 valid_1's rmse: 3.96772 [61] valid_0's rmse: 3.94375 valid_1's rmse: 3.95832 [62] valid_0's rmse: 3.93717 valid_1's rmse: 3.95191 [63] valid_0's rmse: 3.93281 valid_1's rmse: 3.94903 [64] valid_0's rmse: 3.92943 valid_1's rmse: 3.94783 [65] valid_0's rmse: 3.92421 valid_1's rmse: 3.94288 [66] valid_0's rmse: 3.91891 valid_1's rmse: 3.93837 [67] valid_0's rmse: 3.91072 valid_1's rmse: 3.93037 [68] valid_0's rmse: 3.90697 valid_1's rmse: 3.9278 [69] valid_0's rmse: 3.90357 valid_1's rmse: 3.92516 [70] valid_0's rmse: 3.90027 valid_1's rmse: 3.92273 [71] valid_0's rmse: 3.89466 valid_1's rmse: 3.9177 [72] valid_0's rmse: 3.88699 valid_1's rmse: 3.9105 [73] valid_0's rmse: 3.88387 valid_1's rmse: 3.90816 [74] valid_0's rmse: 3.87667 valid_1's rmse: 3.90081 [75] valid_0's rmse: 3.87197 valid_1's rmse: 3.89657 [76] valid_0's rmse: 3.86752 valid_1's rmse: 3.89273 [77] valid_0's rmse: 3.86077 valid_1's rmse: 3.88658 [78] valid_0's rmse: 3.85704 valid_1's rmse: 3.88651 [79] valid_0's rmse: 3.85391 valid_1's rmse: 3.88457 [80] valid_0's rmse: 3.84728 valid_1's rmse: 3.87856 [81] valid_0's rmse: 3.84168 valid_1's rmse: 3.87324 [82] valid_0's rmse: 3.83721 valid_1's rmse: 3.8692 [83] valid_0's rmse: 3.83265 valid_1's rmse: 3.86533 [84] valid_0's rmse: 3.82845 valid_1's rmse: 3.86197 [85] valid_0's rmse: 3.82541 valid_1's rmse: 3.86141 [86] valid_0's rmse: 3.82294 valid_1's rmse: 3.86005 [87] valid_0's rmse: 3.81826 valid_1's rmse: 3.85682 [88] valid_0's rmse: 3.81411 valid_1's rmse: 3.8526 [89] valid_0's rmse: 3.81211 valid_1's rmse: 3.8514 [90] valid_0's rmse: 3.8095 valid_1's rmse: 3.84941 [91] valid_0's rmse: 3.80695 valid_1's rmse: 3.84759 [92] valid_0's rmse: 3.80475 valid_1's rmse: 3.84705 [93] valid_0's rmse: 3.80264 valid_1's rmse: 3.84624 [94] valid_0's rmse: 3.7969 valid_1's rmse: 3.84094 [95] valid_0's rmse: 3.79309 valid_1's rmse: 3.83755 [96] valid_0's rmse: 3.79111 valid_1's rmse: 3.83659 [97] valid_0's rmse: 3.78688 valid_1's rmse: 3.833 [98] valid_0's rmse: 3.78532 valid_1's rmse: 3.83209 [99] valid_0's rmse: 3.78209 valid_1's rmse: 3.83068 [100] valid_0's rmse: 3.77962 valid_1's rmse: 3.82889 [101] valid_0's rmse: 3.778 valid_1's rmse: 3.82807 [102] valid_0's rmse: 3.77587 valid_1's rmse: 3.82687 [103] valid_0's rmse: 3.77344 valid_1's rmse: 3.82686 [104] valid_0's rmse: 3.77057 valid_1's rmse: 3.82442 [105] valid_0's rmse: 3.76812 valid_1's rmse: 3.82378 [106] valid_0's rmse: 3.76483 valid_1's rmse: 3.82068 [107] valid_0's rmse: 3.7618 valid_1's rmse: 3.81858 [108] valid_0's rmse: 3.75675 valid_1's rmse: 3.81404 [109] valid_0's rmse: 3.75486 valid_1's rmse: 3.81405 [110] valid_0's rmse: 3.75225 valid_1's rmse: 3.81413 [111] valid_0's rmse: 3.7507 valid_1's rmse: 3.81345 [112] valid_0's rmse: 3.74815 valid_1's rmse: 3.81112 [113] valid_0's rmse: 3.74692 valid_1's rmse: 3.81081 [114] valid_0's rmse: 3.74338 valid_1's rmse: 3.80776 [115] valid_0's rmse: 3.74161 valid_1's rmse: 3.80663 [116] valid_0's rmse: 3.73885 valid_1's rmse: 3.8046 [117] valid_0's rmse: 3.73737 valid_1's rmse: 3.8039 [118] valid_0's rmse: 3.73514 valid_1's rmse: 3.80207 [119] valid_0's rmse: 3.73334 valid_1's rmse: 3.80133 [120] valid_0's rmse: 3.7318 valid_1's rmse: 3.80041 [121] valid_0's rmse: 3.73011 valid_1's rmse: 3.79994 [122] valid_0's rmse: 3.72814 valid_1's rmse: 3.79863 [123] valid_0's rmse: 3.72687 valid_1's rmse: 3.79837 [124] valid_0's rmse: 3.72445 valid_1's rmse: 3.79641 [125] valid_0's rmse: 3.72205 valid_1's rmse: 3.79477 [126] valid_0's rmse: 3.7201 valid_1's rmse: 3.79344 [127] valid_0's rmse: 3.71799 valid_1's rmse: 3.79296 [128] valid_0's rmse: 3.71604 valid_1's rmse: 3.79172 [129] valid_0's rmse: 3.71486 valid_1's rmse: 3.79085 [130] valid_0's rmse: 3.71296 valid_1's rmse: 3.78962 [131] valid_0's rmse: 3.70898 valid_1's rmse: 3.78572 [132] valid_0's rmse: 3.70765 valid_1's rmse: 3.7852 [133] valid_0's rmse: 3.70479 valid_1's rmse: 3.78279 [134] valid_0's rmse: 3.70274 valid_1's rmse: 3.78136 [135] valid_0's rmse: 3.70147 valid_1's rmse: 3.78122 [136] valid_0's rmse: 3.69939 valid_1's rmse: 3.77988 [137] valid_0's rmse: 3.69821 valid_1's rmse: 3.7796 [138] valid_0's rmse: 3.69643 valid_1's rmse: 3.77876 [139] valid_0's rmse: 3.69416 valid_1's rmse: 3.77671 [140] valid_0's rmse: 3.69241 valid_1's rmse: 3.7752 [141] valid_0's rmse: 3.69077 valid_1's rmse: 3.77468 [142] valid_0's rmse: 3.68911 valid_1's rmse: 3.77375 [143] valid_0's rmse: 3.68757 valid_1's rmse: 3.7734 [144] valid_0's rmse: 3.68546 valid_1's rmse: 3.77196 [145] valid_0's rmse: 3.68391 valid_1's rmse: 3.77176 [146] valid_0's rmse: 3.68189 valid_1's rmse: 3.77106 [147] valid_0's rmse: 3.67962 valid_1's rmse: 3.76924 [148] valid_0's rmse: 3.67827 valid_1's rmse: 3.76905 [149] valid_0's rmse: 3.67654 valid_1's rmse: 3.76764 [150] valid_0's rmse: 3.6751 valid_1's rmse: 3.76741 [151] valid_0's rmse: 3.67313 valid_1's rmse: 3.76605 [152] valid_0's 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[950] valid_0's rmse: 3.21955 valid_1's rmse: 3.64013 [951] valid_0's rmse: 3.21934 valid_1's rmse: 3.64009 [952] valid_0's rmse: 3.219 valid_1's rmse: 3.64003 [953] valid_0's rmse: 3.21851 valid_1's rmse: 3.6398 [954] valid_0's rmse: 3.21815 valid_1's rmse: 3.63976 [955] valid_0's rmse: 3.21778 valid_1's rmse: 3.63983 [956] valid_0's rmse: 3.21753 valid_1's rmse: 3.63974 [957] valid_0's rmse: 3.21688 valid_1's rmse: 3.6395 [958] valid_0's rmse: 3.21623 valid_1's rmse: 3.63916 [959] valid_0's rmse: 3.2161 valid_1's rmse: 3.63911 [960] valid_0's rmse: 3.21576 valid_1's rmse: 3.63906 [961] valid_0's rmse: 3.21558 valid_1's rmse: 3.6391 [962] valid_0's rmse: 3.21536 valid_1's rmse: 3.63904 [963] valid_0's rmse: 3.21491 valid_1's rmse: 3.63915 [964] valid_0's rmse: 3.21473 valid_1's rmse: 3.63919 [965] valid_0's rmse: 3.21443 valid_1's rmse: 3.63912 [966] valid_0's rmse: 3.21413 valid_1's rmse: 3.63927 [967] valid_0's rmse: 3.21394 valid_1's rmse: 3.63923 [968] valid_0's rmse: 3.21361 valid_1's rmse: 3.6392 [969] valid_0's rmse: 3.21323 valid_1's rmse: 3.6391 [970] valid_0's rmse: 3.21305 valid_1's rmse: 3.63912 [971] valid_0's rmse: 3.21264 valid_1's rmse: 3.63884 [972] valid_0's rmse: 3.21242 valid_1's rmse: 3.63892 [973] valid_0's rmse: 3.21222 valid_1's rmse: 3.63889 [974] valid_0's rmse: 3.212 valid_1's rmse: 3.63915 [975] valid_0's rmse: 3.2117 valid_1's rmse: 3.6391 [976] valid_0's rmse: 3.21139 valid_1's rmse: 3.63906 [977] valid_0's rmse: 3.21121 valid_1's rmse: 3.63906 [978] valid_0's rmse: 3.21095 valid_1's rmse: 3.63901 [979] valid_0's rmse: 3.21067 valid_1's rmse: 3.63889 [980] valid_0's rmse: 3.21018 valid_1's rmse: 3.63859 [981] valid_0's rmse: 3.20983 valid_1's rmse: 3.63845 [982] valid_0's rmse: 3.20957 valid_1's rmse: 3.63843 [983] valid_0's rmse: 3.20925 valid_1's rmse: 3.63848 [984] valid_0's rmse: 3.20907 valid_1's rmse: 3.63842 [985] valid_0's rmse: 3.20875 valid_1's rmse: 3.6385 [986] valid_0's rmse: 3.20842 valid_1's rmse: 3.6383 [987] valid_0's rmse: 3.20823 valid_1's rmse: 3.63826 [988] valid_0's rmse: 3.20801 valid_1's rmse: 3.63822 [989] valid_0's rmse: 3.20759 valid_1's rmse: 3.63795 [990] valid_0's rmse: 3.20743 valid_1's rmse: 3.63795 [991] valid_0's rmse: 3.20703 valid_1's rmse: 3.63816 [992] valid_0's rmse: 3.20681 valid_1's rmse: 3.63812 [993] valid_0's rmse: 3.20607 valid_1's rmse: 3.63789 [994] valid_0's rmse: 3.20569 valid_1's rmse: 3.63791 [995] valid_0's rmse: 3.20547 valid_1's rmse: 3.63792 [996] valid_0's rmse: 3.20527 valid_1's rmse: 3.63787 [997] valid_0's rmse: 3.20497 valid_1's rmse: 3.63767 [998] valid_0's rmse: 3.20469 valid_1's rmse: 3.63772 [999] valid_0's rmse: 3.20433 valid_1's rmse: 3.63785 [1000] valid_0's rmse: 3.20396 valid_1's rmse: 3.63759 [1001] valid_0's rmse: 3.20356 valid_1's rmse: 3.63758 [1002] valid_0's rmse: 3.20331 valid_1's rmse: 3.6378 [1003] valid_0's rmse: 3.20308 valid_1's rmse: 3.63778 [1004] valid_0's rmse: 3.20283 valid_1's rmse: 3.63788 [1005] valid_0's rmse: 3.20262 valid_1's rmse: 3.63792 [1006] valid_0's rmse: 3.20202 valid_1's rmse: 3.63753 [1007] valid_0's rmse: 3.20182 valid_1's rmse: 3.63749 [1008] valid_0's rmse: 3.20166 valid_1's rmse: 3.63748 [1009] valid_0's rmse: 3.20143 valid_1's rmse: 3.63754 [1010] valid_0's rmse: 3.20118 valid_1's rmse: 3.63754 [1011] valid_0's rmse: 3.20077 valid_1's rmse: 3.63766 [1012] valid_0's rmse: 3.20052 valid_1's rmse: 3.63775 [1013] valid_0's rmse: 3.19997 valid_1's rmse: 3.63761 [1014] valid_0's rmse: 3.19961 valid_1's rmse: 3.63744 [1015] valid_0's rmse: 3.19939 valid_1's rmse: 3.63736 [1016] valid_0's rmse: 3.19912 valid_1's rmse: 3.63735 [1017] valid_0's rmse: 3.19886 valid_1's rmse: 3.63734 [1018] valid_0's rmse: 3.19838 valid_1's rmse: 3.63734 [1019] valid_0's rmse: 3.19815 valid_1's rmse: 3.63723 [1020] valid_0's rmse: 3.19787 valid_1's rmse: 3.63704 [1021] valid_0's rmse: 3.19768 valid_1's rmse: 3.63705 [1022] valid_0's rmse: 3.19754 valid_1's rmse: 3.63704 [1023] valid_0's rmse: 3.19732 valid_1's rmse: 3.637 [1024] valid_0's rmse: 3.19708 valid_1's rmse: 3.63695 [1025] valid_0's rmse: 3.1969 valid_1's rmse: 3.637 [1026] valid_0's rmse: 3.1967 valid_1's rmse: 3.63693 [1027] valid_0's rmse: 3.1962 valid_1's rmse: 3.63665 [1028] valid_0's rmse: 3.19608 valid_1's rmse: 3.63665 [1029] valid_0's rmse: 3.19568 valid_1's rmse: 3.63644 [1030] valid_0's rmse: 3.19527 valid_1's rmse: 3.63642 [1031] valid_0's rmse: 3.19503 valid_1's rmse: 3.63643 [1032] valid_0's rmse: 3.19478 valid_1's rmse: 3.63645 [1033] valid_0's rmse: 3.19452 valid_1's rmse: 3.63659 [1034] valid_0's rmse: 3.19431 valid_1's rmse: 3.63648 [1035] valid_0's rmse: 3.19388 valid_1's rmse: 3.6364 [1036] valid_0's rmse: 3.19375 valid_1's rmse: 3.63639 [1037] valid_0's rmse: 3.19355 valid_1's rmse: 3.63637 [1038] valid_0's rmse: 3.19332 valid_1's rmse: 3.63628 [1039] valid_0's rmse: 3.19314 valid_1's rmse: 3.63639 [1040] valid_0's rmse: 3.19299 valid_1's rmse: 3.63635 [1041] valid_0's rmse: 3.19266 valid_1's rmse: 3.63623 [1042] valid_0's rmse: 3.19241 valid_1's rmse: 3.63617 [1043] valid_0's rmse: 3.19215 valid_1's rmse: 3.63613 [1044] valid_0's rmse: 3.19168 valid_1's rmse: 3.63603 [1045] valid_0's rmse: 3.19144 valid_1's rmse: 3.636 [1046] valid_0's rmse: 3.19113 valid_1's rmse: 3.636 [1047] valid_0's rmse: 3.19093 valid_1's rmse: 3.63591 [1048] valid_0's rmse: 3.19077 valid_1's rmse: 3.63591 [1049] valid_0's rmse: 3.1906 valid_1's rmse: 3.63581 [1050] valid_0's rmse: 3.19036 valid_1's rmse: 3.63584 [1051] valid_0's rmse: 3.19013 valid_1's rmse: 3.63577 [1052] valid_0's rmse: 3.18994 valid_1's rmse: 3.63575 [1053] valid_0's rmse: 3.18977 valid_1's rmse: 3.63582 [1054] valid_0's rmse: 3.1895 valid_1's rmse: 3.63572 [1055] valid_0's rmse: 3.18939 valid_1's rmse: 3.63568 [1056] valid_0's rmse: 3.18915 valid_1's rmse: 3.63561 [1057] valid_0's rmse: 3.18889 valid_1's rmse: 3.63575 [1058] valid_0's rmse: 3.18871 valid_1's rmse: 3.63579 [1059] valid_0's rmse: 3.18831 valid_1's rmse: 3.63562 [1060] valid_0's rmse: 3.18797 valid_1's rmse: 3.63573 [1061] valid_0's rmse: 3.1878 valid_1's rmse: 3.63573 [1062] valid_0's rmse: 3.18754 valid_1's rmse: 3.63571 [1063] valid_0's rmse: 3.18721 valid_1's rmse: 3.63577 [1064] valid_0's rmse: 3.18686 valid_1's rmse: 3.63553 [1065] valid_0's rmse: 3.18665 valid_1's rmse: 3.63553 [1066] valid_0's rmse: 3.18638 valid_1's rmse: 3.63556 [1067] valid_0's rmse: 3.18612 valid_1's rmse: 3.63594 [1068] valid_0's rmse: 3.18595 valid_1's rmse: 3.63592 [1069] valid_0's rmse: 3.1857 valid_1's rmse: 3.63591 [1070] valid_0's rmse: 3.18534 valid_1's rmse: 3.63579 [1071] valid_0's rmse: 3.18499 valid_1's rmse: 3.63574 [1072] valid_0's rmse: 3.18491 valid_1's rmse: 3.63571 [1073] valid_0's rmse: 3.1845 valid_1's rmse: 3.63565 [1074] valid_0's rmse: 3.18424 valid_1's rmse: 3.63573 [1075] valid_0's rmse: 3.18394 valid_1's rmse: 3.63578 [1076] valid_0's rmse: 3.1838 valid_1's rmse: 3.6357 [1077] valid_0's rmse: 3.18345 valid_1's rmse: 3.63559 [1078] valid_0's rmse: 3.18286 valid_1's rmse: 3.63529 [1079] valid_0's rmse: 3.18259 valid_1's rmse: 3.6353 [1080] valid_0's rmse: 3.18224 valid_1's rmse: 3.63507 [1081] valid_0's rmse: 3.18188 valid_1's rmse: 3.63512 [1082] valid_0's rmse: 3.18155 valid_1's rmse: 3.63521 [1083] valid_0's rmse: 3.18125 valid_1's rmse: 3.63531 [1084] valid_0's rmse: 3.18094 valid_1's rmse: 3.63542 [1085] valid_0's rmse: 3.18064 valid_1's rmse: 3.63546 [1086] valid_0's rmse: 3.18022 valid_1's rmse: 3.63559 [1087] valid_0's rmse: 3.17983 valid_1's rmse: 3.63552 [1088] valid_0's rmse: 3.17956 valid_1's rmse: 3.63548 [1089] valid_0's rmse: 3.17926 valid_1's rmse: 3.63548 [1090] valid_0's rmse: 3.1789 valid_1's rmse: 3.63537 [1091] valid_0's rmse: 3.17868 valid_1's rmse: 3.63542 [1092] valid_0's rmse: 3.17853 valid_1's rmse: 3.63542 [1093] valid_0's rmse: 3.17824 valid_1's rmse: 3.63543 [1094] valid_0's rmse: 3.17798 valid_1's rmse: 3.63537 [1095] valid_0's rmse: 3.17784 valid_1's rmse: 3.63538 [1096] valid_0's rmse: 3.17753 valid_1's rmse: 3.63523 [1097] valid_0's rmse: 3.17723 valid_1's rmse: 3.63503 [1098] valid_0's rmse: 3.17711 valid_1's rmse: 3.63502 [1099] valid_0's rmse: 3.1768 valid_1's rmse: 3.63486 [1100] valid_0's rmse: 3.17638 valid_1's rmse: 3.63486 [1101] valid_0's rmse: 3.17616 valid_1's rmse: 3.63488 [1102] valid_0's rmse: 3.17588 valid_1's rmse: 3.6348 [1103] valid_0's rmse: 3.17552 valid_1's rmse: 3.63465 [1104] valid_0's rmse: 3.17527 valid_1's rmse: 3.63462 [1105] valid_0's rmse: 3.1751 valid_1's rmse: 3.63456 [1106] valid_0's rmse: 3.17473 valid_1's rmse: 3.63462 [1107] valid_0's rmse: 3.17448 valid_1's rmse: 3.63462 [1108] valid_0's rmse: 3.17431 valid_1's rmse: 3.63454 [1109] valid_0's rmse: 3.17409 valid_1's rmse: 3.63458 [1110] valid_0's rmse: 3.17388 valid_1's rmse: 3.6345 [1111] valid_0's rmse: 3.17345 valid_1's rmse: 3.63437 [1112] valid_0's rmse: 3.17327 valid_1's rmse: 3.6343 [1113] valid_0's rmse: 3.17308 valid_1's rmse: 3.63419 [1114] valid_0's rmse: 3.17286 valid_1's rmse: 3.63411 [1115] valid_0's rmse: 3.17262 valid_1's rmse: 3.63408 [1116] valid_0's rmse: 3.17227 valid_1's rmse: 3.63389 [1117] valid_0's rmse: 3.17171 valid_1's rmse: 3.63354 [1118] valid_0's rmse: 3.17154 valid_1's rmse: 3.63359 [1119] valid_0's rmse: 3.17138 valid_1's rmse: 3.63354 [1120] valid_0's rmse: 3.17116 valid_1's rmse: 3.63362 [1121] valid_0's rmse: 3.17094 valid_1's rmse: 3.63359 [1122] valid_0's rmse: 3.17063 valid_1's rmse: 3.6337 [1123] valid_0's rmse: 3.17038 valid_1's rmse: 3.63386 [1124] valid_0's rmse: 3.17008 valid_1's rmse: 3.63384 [1125] valid_0's rmse: 3.16986 valid_1's rmse: 3.6338 [1126] valid_0's rmse: 3.1695 valid_1's rmse: 3.63386 [1127] valid_0's rmse: 3.16933 valid_1's rmse: 3.63366 [1128] valid_0's rmse: 3.16914 valid_1's rmse: 3.6337 [1129] valid_0's rmse: 3.16892 valid_1's rmse: 3.63368 [1130] valid_0's rmse: 3.16867 valid_1's rmse: 3.63388 [1131] valid_0's rmse: 3.16854 valid_1's rmse: 3.6339 [1132] valid_0's rmse: 3.16823 valid_1's rmse: 3.63422 [1133] valid_0's rmse: 3.1681 valid_1's rmse: 3.63421 [1134] valid_0's rmse: 3.16786 valid_1's rmse: 3.63427 [1135] valid_0's rmse: 3.16757 valid_1's rmse: 3.63418 [1136] valid_0's rmse: 3.16743 valid_1's rmse: 3.63417 [1137] valid_0's rmse: 3.16719 valid_1's rmse: 3.63411 [1138] valid_0's rmse: 3.16674 valid_1's rmse: 3.63405 [1139] valid_0's rmse: 3.16653 valid_1's rmse: 3.63409 Early stopping, best iteration is: [1119] valid_0's rmse: 3.17138 valid_1's rmse: 3.63354 SCORE: 3.6335404001820333 [1] valid_0's rmse: 8.96953 valid_1's rmse: 8.928 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38003 valid_1's rmse: 8.34021 [3] valid_0's rmse: 7.85501 valid_1's rmse: 7.8164 [4] valid_0's rmse: 7.3966 valid_1's rmse: 7.3586 [5] valid_0's rmse: 6.99751 valid_1's rmse: 6.96085 [6] valid_0's rmse: 6.64538 valid_1's rmse: 6.60977 [7] valid_0's rmse: 6.33934 valid_1's rmse: 6.30484 [8] valid_0's rmse: 6.07661 valid_1's rmse: 6.04413 [9] valid_0's rmse: 5.84826 valid_1's rmse: 5.81609 [10] valid_0's rmse: 5.6599 valid_1's rmse: 5.62844 [11] valid_0's rmse: 5.48875 valid_1's rmse: 5.45905 [12] valid_0's rmse: 5.35216 valid_1's rmse: 5.32465 [13] valid_0's rmse: 5.21182 valid_1's rmse: 5.18488 [14] valid_0's rmse: 5.0921 valid_1's rmse: 5.06567 [15] valid_0's rmse: 4.99518 valid_1's rmse: 4.96953 [16] valid_0's rmse: 4.90192 valid_1's rmse: 4.87696 [17] valid_0's rmse: 4.81833 valid_1's rmse: 4.79446 [18] valid_0's rmse: 4.75953 valid_1's rmse: 4.73646 [19] valid_0's rmse: 4.70307 valid_1's rmse: 4.68036 [20] valid_0's rmse: 4.63056 valid_1's rmse: 4.60845 [21] valid_0's rmse: 4.58989 valid_1's rmse: 4.56999 [22] valid_0's rmse: 4.5413 valid_1's rmse: 4.52157 [23] valid_0's rmse: 4.48057 valid_1's rmse: 4.46199 [24] valid_0's rmse: 4.44415 valid_1's rmse: 4.42863 [25] valid_0's rmse: 4.40131 valid_1's rmse: 4.38621 [26] valid_0's rmse: 4.35979 valid_1's rmse: 4.34662 [27] valid_0's rmse: 4.3291 valid_1's rmse: 4.31698 [28] valid_0's rmse: 4.30737 valid_1's rmse: 4.29639 [29] valid_0's rmse: 4.28225 valid_1's rmse: 4.27162 [30] valid_0's rmse: 4.26662 valid_1's rmse: 4.25775 [31] valid_0's rmse: 4.24351 valid_1's rmse: 4.23626 [32] valid_0's rmse: 4.22545 valid_1's rmse: 4.2202 [33] valid_0's rmse: 4.21348 valid_1's rmse: 4.20957 [34] valid_0's rmse: 4.18235 valid_1's rmse: 4.17982 [35] valid_0's rmse: 4.1671 valid_1's rmse: 4.16574 [36] valid_0's rmse: 4.15868 valid_1's rmse: 4.15834 [37] valid_0's rmse: 4.14578 valid_1's rmse: 4.14533 [38] valid_0's rmse: 4.13187 valid_1's rmse: 4.13203 [39] valid_0's rmse: 4.11939 valid_1's rmse: 4.12052 [40] valid_0's rmse: 4.11074 valid_1's rmse: 4.11311 [41] valid_0's rmse: 4.09917 valid_1's rmse: 4.1023 [42] valid_0's rmse: 4.08977 valid_1's rmse: 4.09403 [43] valid_0's rmse: 4.06796 valid_1's rmse: 4.07261 [44] valid_0's rmse: 4.05623 valid_1's rmse: 4.0612 [45] valid_0's rmse: 4.04919 valid_1's rmse: 4.05595 [46] valid_0's rmse: 4.03591 valid_1's rmse: 4.04277 [47] valid_0's rmse: 4.02868 valid_1's rmse: 4.03627 [48] valid_0's rmse: 4.02254 valid_1's rmse: 4.03062 [49] valid_0's rmse: 4.01653 valid_1's rmse: 4.02634 [50] valid_0's rmse: 4.00448 valid_1's rmse: 4.01448 [51] valid_0's rmse: 3.99884 valid_1's rmse: 4.01042 [52] valid_0's rmse: 3.98508 valid_1's rmse: 3.99695 [53] valid_0's rmse: 3.98039 valid_1's rmse: 3.99363 [54] valid_0's rmse: 3.97449 valid_1's rmse: 3.98838 [55] valid_0's rmse: 3.96977 valid_1's rmse: 3.98394 [56] valid_0's rmse: 3.9605 valid_1's rmse: 3.97475 [57] valid_0's rmse: 3.95205 valid_1's rmse: 3.96717 [58] valid_0's rmse: 3.94669 valid_1's rmse: 3.96296 [59] valid_0's rmse: 3.94189 valid_1's rmse: 3.95913 [60] valid_0's rmse: 3.93565 valid_1's rmse: 3.95376 [61] valid_0's rmse: 3.93112 valid_1's rmse: 3.95088 [62] valid_0's rmse: 3.92683 valid_1's rmse: 3.94759 [63] valid_0's rmse: 3.92199 valid_1's rmse: 3.94288 [64] valid_0's rmse: 3.91684 valid_1's rmse: 3.93912 [65] valid_0's rmse: 3.91221 valid_1's rmse: 3.93699 [66] valid_0's rmse: 3.90871 valid_1's rmse: 3.93511 [67] valid_0's rmse: 3.90543 valid_1's rmse: 3.93272 [68] valid_0's rmse: 3.90241 valid_1's rmse: 3.93102 [69] valid_0's rmse: 3.89787 valid_1's rmse: 3.92736 [70] valid_0's rmse: 3.89152 valid_1's rmse: 3.92157 [71] valid_0's rmse: 3.88845 valid_1's rmse: 3.9202 [72] valid_0's rmse: 3.88113 valid_1's rmse: 3.91322 [73] valid_0's rmse: 3.87841 valid_1's rmse: 3.91231 [74] valid_0's rmse: 3.87355 valid_1's rmse: 3.90801 [75] valid_0's rmse: 3.87029 valid_1's rmse: 3.90548 [76] valid_0's rmse: 3.86309 valid_1's rmse: 3.89876 [77] valid_0's rmse: 3.85937 valid_1's rmse: 3.89563 [78] valid_0's rmse: 3.856 valid_1's rmse: 3.89331 [79] valid_0's rmse: 3.85098 valid_1's rmse: 3.88953 [80] valid_0's rmse: 3.84501 valid_1's rmse: 3.88373 [81] valid_0's rmse: 3.84199 valid_1's rmse: 3.88227 [82] valid_0's rmse: 3.83821 valid_1's rmse: 3.87971 [83] valid_0's rmse: 3.8343 valid_1's rmse: 3.87671 [84] valid_0's rmse: 3.83065 valid_1's rmse: 3.87462 [85] valid_0's rmse: 3.82775 valid_1's rmse: 3.87406 [86] valid_0's rmse: 3.82446 valid_1's rmse: 3.87119 [87] valid_0's rmse: 3.82069 valid_1's rmse: 3.86773 [88] valid_0's rmse: 3.81589 valid_1's rmse: 3.86322 [89] valid_0's rmse: 3.81322 valid_1's rmse: 3.86098 [90] valid_0's rmse: 3.80873 valid_1's rmse: 3.85658 [91] valid_0's rmse: 3.80472 valid_1's rmse: 3.85289 [92] valid_0's rmse: 3.80198 valid_1's rmse: 3.85019 [93] valid_0's rmse: 3.79942 valid_1's rmse: 3.84915 [94] valid_0's rmse: 3.79681 valid_1's rmse: 3.8482 [95] valid_0's rmse: 3.79373 valid_1's rmse: 3.84554 [96] valid_0's rmse: 3.78984 valid_1's rmse: 3.84254 [97] valid_0's rmse: 3.78712 valid_1's rmse: 3.84044 [98] valid_0's rmse: 3.78169 valid_1's rmse: 3.83585 [99] valid_0's rmse: 3.77778 valid_1's rmse: 3.83207 [100] valid_0's rmse: 3.77369 valid_1's rmse: 3.82825 [101] valid_0's rmse: 3.77076 valid_1's rmse: 3.82585 [102] valid_0's rmse: 3.76738 valid_1's rmse: 3.82296 [103] valid_0's rmse: 3.76487 valid_1's rmse: 3.82273 [104] valid_0's rmse: 3.76144 valid_1's rmse: 3.8201 [105] valid_0's rmse: 3.75871 valid_1's rmse: 3.81821 [106] valid_0's rmse: 3.75698 valid_1's rmse: 3.81798 [107] valid_0's rmse: 3.75512 valid_1's rmse: 3.81705 [108] valid_0's rmse: 3.75068 valid_1's rmse: 3.81329 [109] valid_0's rmse: 3.74802 valid_1's rmse: 3.8111 [110] valid_0's rmse: 3.74672 valid_1's rmse: 3.81083 [111] valid_0's rmse: 3.74402 valid_1's rmse: 3.80919 [112] valid_0's rmse: 3.74153 valid_1's rmse: 3.80774 [113] valid_0's rmse: 3.73983 valid_1's rmse: 3.80704 [114] valid_0's rmse: 3.73582 valid_1's rmse: 3.80357 [115] 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rmse: 3.45468 valid_1's rmse: 3.69736 [357] valid_0's rmse: 3.45387 valid_1's rmse: 3.69776 [358] valid_0's rmse: 3.45352 valid_1's rmse: 3.69754 [359] valid_0's rmse: 3.45318 valid_1's rmse: 3.69745 [360] valid_0's rmse: 3.4521 valid_1's rmse: 3.69672 [361] valid_0's rmse: 3.45143 valid_1's rmse: 3.69676 [362] valid_0's rmse: 3.45048 valid_1's rmse: 3.69682 [363] valid_0's rmse: 3.44985 valid_1's rmse: 3.6965 [364] valid_0's rmse: 3.44904 valid_1's rmse: 3.69695 [365] valid_0's rmse: 3.4485 valid_1's rmse: 3.69712 [366] valid_0's rmse: 3.44772 valid_1's rmse: 3.69699 [367] valid_0's rmse: 3.44713 valid_1's rmse: 3.69676 [368] valid_0's rmse: 3.44647 valid_1's rmse: 3.69672 [369] valid_0's rmse: 3.44574 valid_1's rmse: 3.69655 [370] valid_0's rmse: 3.44485 valid_1's rmse: 3.69646 [371] valid_0's rmse: 3.4441 valid_1's rmse: 3.69623 [372] valid_0's rmse: 3.44345 valid_1's rmse: 3.69603 [373] valid_0's rmse: 3.44281 valid_1's rmse: 3.69578 [374] valid_0's rmse: 3.44227 valid_1's rmse: 3.69549 [375] valid_0's rmse: 3.442 valid_1's rmse: 3.69532 [376] valid_0's rmse: 3.44129 valid_1's rmse: 3.69516 [377] valid_0's rmse: 3.4408 valid_1's rmse: 3.69511 [378] valid_0's rmse: 3.44031 valid_1's rmse: 3.69492 [379] valid_0's rmse: 3.43953 valid_1's rmse: 3.69447 [380] valid_0's rmse: 3.43884 valid_1's rmse: 3.69473 [381] valid_0's rmse: 3.43808 valid_1's rmse: 3.69462 [382] valid_0's rmse: 3.43748 valid_1's rmse: 3.69452 [383] valid_0's rmse: 3.43688 valid_1's rmse: 3.69463 [384] valid_0's rmse: 3.43616 valid_1's rmse: 3.69431 [385] valid_0's rmse: 3.43541 valid_1's rmse: 3.69454 [386] valid_0's rmse: 3.43486 valid_1's rmse: 3.69453 [387] valid_0's rmse: 3.43421 valid_1's rmse: 3.69435 [388] valid_0's rmse: 3.43359 valid_1's rmse: 3.69441 [389] valid_0's rmse: 3.43305 valid_1's rmse: 3.69425 [390] valid_0's rmse: 3.43205 valid_1's rmse: 3.69369 [391] valid_0's rmse: 3.43129 valid_1's rmse: 3.69383 [392] valid_0's rmse: 3.43064 valid_1's rmse: 3.69394 [393] valid_0's rmse: 3.42994 valid_1's rmse: 3.69381 [394] valid_0's rmse: 3.42944 valid_1's rmse: 3.69364 [395] valid_0's rmse: 3.42875 valid_1's rmse: 3.69401 [396] valid_0's rmse: 3.42826 valid_1's rmse: 3.69393 [397] valid_0's rmse: 3.42783 valid_1's rmse: 3.69383 [398] valid_0's rmse: 3.42731 valid_1's rmse: 3.694 [399] valid_0's rmse: 3.42677 valid_1's rmse: 3.69405 [400] valid_0's rmse: 3.42628 valid_1's rmse: 3.694 [401] valid_0's rmse: 3.42551 valid_1's rmse: 3.69374 [402] valid_0's rmse: 3.42487 valid_1's rmse: 3.69372 [403] valid_0's rmse: 3.42423 valid_1's rmse: 3.69407 [404] valid_0's rmse: 3.42358 valid_1's rmse: 3.6941 [405] valid_0's rmse: 3.42271 valid_1's rmse: 3.69435 [406] valid_0's rmse: 3.42215 valid_1's rmse: 3.69432 [407] valid_0's rmse: 3.42163 valid_1's rmse: 3.69443 [408] valid_0's rmse: 3.42108 valid_1's rmse: 3.69453 [409] valid_0's rmse: 3.42075 valid_1's rmse: 3.6947 [410] valid_0's rmse: 3.42022 valid_1's rmse: 3.6946 [411] valid_0's rmse: 3.4198 valid_1's rmse: 3.69449 [412] valid_0's rmse: 3.41912 valid_1's rmse: 3.69434 [413] valid_0's rmse: 3.4187 valid_1's rmse: 3.69438 [414] valid_0's rmse: 3.41817 valid_1's rmse: 3.69456 Early stopping, best iteration is: [394] valid_0's rmse: 3.42944 valid_1's rmse: 3.69364 SCORE: 3.693642141419744 [1] valid_0's rmse: 8.97226 valid_1's rmse: 8.93073 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37537 valid_1's rmse: 8.33557 [3] valid_0's rmse: 7.85597 valid_1's rmse: 7.81789 [4] valid_0's rmse: 7.38577 valid_1's rmse: 7.34897 [5] valid_0's rmse: 6.98947 valid_1's rmse: 6.95367 [6] valid_0's rmse: 6.64239 valid_1's rmse: 6.60713 [7] valid_0's rmse: 6.34824 valid_1's rmse: 6.31432 [8] valid_0's rmse: 6.08745 valid_1's rmse: 6.05416 [9] valid_0's rmse: 5.8577 valid_1's rmse: 5.82547 [10] valid_0's rmse: 5.66738 valid_1's rmse: 5.636 [11] valid_0's rmse: 5.50342 valid_1's rmse: 5.47296 [12] valid_0's rmse: 5.35697 valid_1's rmse: 5.32773 [13] valid_0's rmse: 5.23135 valid_1's rmse: 5.20285 [14] valid_0's rmse: 5.08457 valid_1's rmse: 5.05632 [15] valid_0's rmse: 4.96482 valid_1's rmse: 4.93663 [16] valid_0's rmse: 4.87836 valid_1's rmse: 4.85122 [17] valid_0's rmse: 4.78654 valid_1's rmse: 4.76009 [18] valid_0's rmse: 4.71883 valid_1's rmse: 4.6931 [19] valid_0's rmse: 4.66659 valid_1's rmse: 4.64123 [20] valid_0's rmse: 4.59333 valid_1's rmse: 4.56856 [21] valid_0's rmse: 4.5433 valid_1's rmse: 4.52005 [22] valid_0's rmse: 4.50923 valid_1's rmse: 4.48667 [23] valid_0's rmse: 4.47484 valid_1's rmse: 4.45311 [24] valid_0's rmse: 4.43352 valid_1's rmse: 4.41271 [25] valid_0's rmse: 4.39088 valid_1's rmse: 4.37156 [26] valid_0's rmse: 4.35938 valid_1's rmse: 4.34069 [27] valid_0's rmse: 4.33004 valid_1's rmse: 4.31162 [28] valid_0's rmse: 4.30445 valid_1's rmse: 4.28695 [29] valid_0's rmse: 4.28136 valid_1's rmse: 4.2656 [30] valid_0's rmse: 4.26018 valid_1's rmse: 4.24497 [31] valid_0's rmse: 4.24269 valid_1's rmse: 4.22782 [32] valid_0's rmse: 4.21663 valid_1's rmse: 4.20263 [33] valid_0's rmse: 4.20232 valid_1's rmse: 4.18901 [34] valid_0's rmse: 4.17806 valid_1's rmse: 4.16541 [35] valid_0's rmse: 4.15554 valid_1's rmse: 4.14355 [36] valid_0's rmse: 4.14649 valid_1's rmse: 4.13587 [37] valid_0's rmse: 4.1294 valid_1's rmse: 4.1196 [38] valid_0's rmse: 4.11731 valid_1's rmse: 4.10748 [39] valid_0's rmse: 4.10565 valid_1's rmse: 4.09717 [40] valid_0's rmse: 4.09825 valid_1's rmse: 4.09082 [41] valid_0's rmse: 4.0903 valid_1's rmse: 4.08374 [42] valid_0's rmse: 4.08166 valid_1's rmse: 4.07732 [43] valid_0's rmse: 4.07406 valid_1's rmse: 4.07278 [44] valid_0's rmse: 4.05717 valid_1's rmse: 4.05693 [45] valid_0's rmse: 4.04974 valid_1's rmse: 4.05028 [46] valid_0's rmse: 4.04112 valid_1's rmse: 4.04296 [47] valid_0's rmse: 4.0362 valid_1's rmse: 4.03917 [48] valid_0's rmse: 4.03025 valid_1's rmse: 4.03383 [49] valid_0's rmse: 4.02003 valid_1's rmse: 4.02412 [50] valid_0's rmse: 4.01269 valid_1's rmse: 4.0173 [51] valid_0's rmse: 4.00141 valid_1's rmse: 4.0063 [52] valid_0's rmse: 3.99579 valid_1's rmse: 4.00205 [53] valid_0's rmse: 3.98804 valid_1's rmse: 3.99631 [54] valid_0's rmse: 3.98403 valid_1's rmse: 3.99418 [55] valid_0's rmse: 3.97879 valid_1's rmse: 3.99017 [56] valid_0's rmse: 3.97293 valid_1's rmse: 3.9856 [57] valid_0's rmse: 3.96032 valid_1's rmse: 3.97321 [58] valid_0's rmse: 3.95462 valid_1's rmse: 3.96902 [59] valid_0's rmse: 3.94817 valid_1's rmse: 3.96259 [60] valid_0's rmse: 3.93926 valid_1's rmse: 3.9545 [61] valid_0's rmse: 3.93354 valid_1's rmse: 3.95099 [62] valid_0's rmse: 3.92945 valid_1's rmse: 3.94855 [63] valid_0's rmse: 3.92602 valid_1's rmse: 3.94612 [64] valid_0's rmse: 3.91959 valid_1's rmse: 3.94044 [65] valid_0's rmse: 3.91508 valid_1's rmse: 3.93709 [66] valid_0's rmse: 3.91137 valid_1's rmse: 3.93415 [67] valid_0's rmse: 3.90661 valid_1's rmse: 3.93001 [68] valid_0's rmse: 3.90222 valid_1's rmse: 3.92646 [69] valid_0's rmse: 3.89782 valid_1's rmse: 3.92308 [70] valid_0's rmse: 3.89457 valid_1's rmse: 3.92199 [71] valid_0's rmse: 3.88908 valid_1's rmse: 3.91677 [72] valid_0's rmse: 3.88111 valid_1's rmse: 3.90935 [73] valid_0's rmse: 3.87803 valid_1's rmse: 3.9071 [74] valid_0's rmse: 3.87116 valid_1's rmse: 3.90059 [75] valid_0's rmse: 3.86694 valid_1's rmse: 3.89699 [76] valid_0's rmse: 3.86414 valid_1's rmse: 3.89519 [77] valid_0's rmse: 3.85612 valid_1's rmse: 3.88777 [78] valid_0's rmse: 3.8538 valid_1's rmse: 3.88609 [79] valid_0's rmse: 3.85122 valid_1's rmse: 3.88517 [80] valid_0's rmse: 3.84405 valid_1's rmse: 3.8781 [81] valid_0's rmse: 3.83795 valid_1's rmse: 3.87291 [82] valid_0's rmse: 3.83521 valid_1's rmse: 3.8711 [83] valid_0's rmse: 3.83056 valid_1's rmse: 3.86712 [84] valid_0's rmse: 3.82654 valid_1's rmse: 3.86362 [85] valid_0's rmse: 3.82372 valid_1's rmse: 3.86315 [86] valid_0's rmse: 3.82057 valid_1's rmse: 3.86143 [87] valid_0's rmse: 3.81679 valid_1's rmse: 3.85937 [88] valid_0's rmse: 3.81256 valid_1's rmse: 3.85531 [89] valid_0's rmse: 3.80923 valid_1's rmse: 3.8528 [90] valid_0's rmse: 3.80635 valid_1's rmse: 3.85056 [91] valid_0's rmse: 3.8034 valid_1's rmse: 3.84972 [92] valid_0's rmse: 3.80013 valid_1's rmse: 3.84644 [93] valid_0's rmse: 3.79517 valid_1's rmse: 3.8422 [94] valid_0's rmse: 3.79109 valid_1's rmse: 3.83834 [95] valid_0's rmse: 3.78961 valid_1's rmse: 3.83799 [96] valid_0's rmse: 3.7872 valid_1's rmse: 3.83619 [97] valid_0's rmse: 3.78384 valid_1's rmse: 3.83335 [98] valid_0's rmse: 3.78128 valid_1's rmse: 3.83143 [99] valid_0's rmse: 3.77796 valid_1's rmse: 3.82993 [100] valid_0's rmse: 3.77582 valid_1's rmse: 3.82935 [101] valid_0's rmse: 3.77286 valid_1's rmse: 3.82701 [102] valid_0's rmse: 3.7694 valid_1's rmse: 3.82423 [103] valid_0's rmse: 3.76588 valid_1's rmse: 3.82102 [104] valid_0's rmse: 3.76279 valid_1's rmse: 3.81827 [105] valid_0's rmse: 3.76025 valid_1's rmse: 3.8172 [106] valid_0's rmse: 3.75708 valid_1's rmse: 3.81569 [107] valid_0's rmse: 3.75524 valid_1's rmse: 3.81444 [108] valid_0's rmse: 3.75162 valid_1's rmse: 3.8112 [109] valid_0's rmse: 3.75022 valid_1's rmse: 3.81086 [110] valid_0's rmse: 3.74717 valid_1's rmse: 3.80918 [111] valid_0's rmse: 3.74572 valid_1's rmse: 3.80865 [112] valid_0's rmse: 3.74417 valid_1's rmse: 3.80822 [113] valid_0's rmse: 3.74253 valid_1's rmse: 3.80752 [114] valid_0's rmse: 3.74115 valid_1's rmse: 3.80743 [115] valid_0's rmse: 3.73901 valid_1's rmse: 3.80633 [116] valid_0's rmse: 3.73666 valid_1's rmse: 3.80457 [117] valid_0's rmse: 3.73454 valid_1's rmse: 3.80258 [118] valid_0's rmse: 3.7326 valid_1's rmse: 3.80177 [119] valid_0's rmse: 3.72985 valid_1's rmse: 3.79993 [120] valid_0's rmse: 3.72601 valid_1's rmse: 3.79618 [121] valid_0's rmse: 3.72357 valid_1's rmse: 3.79537 [122] valid_0's rmse: 3.7218 valid_1's rmse: 3.79407 [123] valid_0's rmse: 3.72013 valid_1's rmse: 3.79356 [124] valid_0's rmse: 3.71873 valid_1's rmse: 3.79253 [125] valid_0's rmse: 3.71697 valid_1's rmse: 3.79134 [126] valid_0's rmse: 3.71544 valid_1's rmse: 3.79047 [127] valid_0's rmse: 3.71369 valid_1's rmse: 3.78952 [128] valid_0's rmse: 3.71174 valid_1's rmse: 3.78798 [129] valid_0's rmse: 3.70991 valid_1's rmse: 3.78725 [130] valid_0's rmse: 3.70873 valid_1's rmse: 3.78646 [131] valid_0's rmse: 3.70461 valid_1's rmse: 3.78201 [132] valid_0's rmse: 3.70344 valid_1's rmse: 3.78138 [133] valid_0's rmse: 3.70171 valid_1's rmse: 3.78103 [134] valid_0's rmse: 3.69951 valid_1's rmse: 3.7795 [135] valid_0's rmse: 3.698 valid_1's rmse: 3.77842 [136] valid_0's rmse: 3.69503 valid_1's rmse: 3.776 [137] valid_0's rmse: 3.69376 valid_1's rmse: 3.77574 [138] valid_0's rmse: 3.69195 valid_1's rmse: 3.77415 [139] valid_0's rmse: 3.68957 valid_1's rmse: 3.77231 [140] valid_0's rmse: 3.68796 valid_1's rmse: 3.77154 [141] valid_0's rmse: 3.68595 valid_1's rmse: 3.77046 [142] valid_0's rmse: 3.68382 valid_1's rmse: 3.77075 [143] valid_0's rmse: 3.68172 valid_1's rmse: 3.77071 [144] valid_0's rmse: 3.68019 valid_1's rmse: 3.76997 [145] valid_0's rmse: 3.67781 valid_1's rmse: 3.76833 [146] valid_0's rmse: 3.67606 valid_1's rmse: 3.7671 [147] valid_0's rmse: 3.67389 valid_1's rmse: 3.76595 [148] valid_0's rmse: 3.67215 valid_1's rmse: 3.7652 [149] valid_0's rmse: 3.67147 valid_1's rmse: 3.76479 [150] valid_0's rmse: 3.6704 valid_1's rmse: 3.7641 [151] valid_0's rmse: 3.66815 valid_1's rmse: 3.76228 [152] valid_0's rmse: 3.66663 valid_1's rmse: 3.76159 [153] valid_0's rmse: 3.66465 valid_1's rmse: 3.76015 [154] valid_0's rmse: 3.6628 valid_1's rmse: 3.7587 [155] valid_0's rmse: 3.66184 valid_1's rmse: 3.75815 [156] valid_0's rmse: 3.66036 valid_1's rmse: 3.75758 [157] valid_0's rmse: 3.65895 valid_1's rmse: 3.7574 [158] valid_0's rmse: 3.65668 valid_1's rmse: 3.75571 [159] valid_0's rmse: 3.65505 valid_1's rmse: 3.75452 [160] valid_0's rmse: 3.65304 valid_1's rmse: 3.75251 [161] valid_0's rmse: 3.65134 valid_1's rmse: 3.75102 [162] valid_0's rmse: 3.64929 valid_1's rmse: 3.7495 [163] valid_0's rmse: 3.64761 valid_1's rmse: 3.74951 [164] valid_0's rmse: 3.64626 valid_1's rmse: 3.74894 [165] valid_0's rmse: 3.6449 valid_1's rmse: 3.74803 [166] valid_0's rmse: 3.64325 valid_1's rmse: 3.74696 [167] valid_0's rmse: 3.64083 valid_1's rmse: 3.74482 [168] valid_0's rmse: 3.63945 valid_1's rmse: 3.74424 [169] valid_0's rmse: 3.63814 valid_1's rmse: 3.74321 [170] valid_0's rmse: 3.63697 valid_1's rmse: 3.74277 [171] valid_0's rmse: 3.63518 valid_1's rmse: 3.74237 [172] valid_0's rmse: 3.63448 valid_1's rmse: 3.74183 [173] valid_0's rmse: 3.63353 valid_1's rmse: 3.7413 [174] valid_0's rmse: 3.63205 valid_1's rmse: 3.74046 [175] valid_0's rmse: 3.63069 valid_1's rmse: 3.73953 [176] valid_0's rmse: 3.62971 valid_1's rmse: 3.73925 [177] valid_0's rmse: 3.62855 valid_1's rmse: 3.73905 [178] valid_0's rmse: 3.62698 valid_1's rmse: 3.73824 [179] valid_0's rmse: 3.62567 valid_1's rmse: 3.73814 [180] valid_0's rmse: 3.62415 valid_1's rmse: 3.73757 [181] valid_0's rmse: 3.62303 valid_1's rmse: 3.73817 [182] valid_0's rmse: 3.62186 valid_1's rmse: 3.73777 [183] valid_0's rmse: 3.62105 valid_1's rmse: 3.73741 [184] valid_0's rmse: 3.61991 valid_1's rmse: 3.73698 [185] valid_0's rmse: 3.6188 valid_1's rmse: 3.73678 [186] valid_0's rmse: 3.61735 valid_1's rmse: 3.73569 [187] valid_0's rmse: 3.6154 valid_1's rmse: 3.73404 [188] valid_0's rmse: 3.61444 valid_1's rmse: 3.73411 [189] valid_0's rmse: 3.61376 valid_1's rmse: 3.7337 [190] valid_0's rmse: 3.61225 valid_1's rmse: 3.73379 [191] valid_0's rmse: 3.61095 valid_1's rmse: 3.73353 [192] valid_0's rmse: 3.60996 valid_1's rmse: 3.73316 [193] valid_0's rmse: 3.60859 valid_1's rmse: 3.73227 [194] valid_0's rmse: 3.6074 valid_1's rmse: 3.73247 [195] valid_0's rmse: 3.60547 valid_1's rmse: 3.73108 [196] valid_0's rmse: 3.60417 valid_1's rmse: 3.73011 [197] valid_0's rmse: 3.60297 valid_1's rmse: 3.72961 [198] valid_0's rmse: 3.60188 valid_1's rmse: 3.72915 [199] valid_0's rmse: 3.60062 valid_1's rmse: 3.7289 [200] valid_0's rmse: 3.59929 valid_1's rmse: 3.72796 [201] valid_0's rmse: 3.59824 valid_1's rmse: 3.72723 [202] valid_0's rmse: 3.59682 valid_1's rmse: 3.72646 [203] valid_0's rmse: 3.59543 valid_1's rmse: 3.72561 [204] valid_0's rmse: 3.59422 valid_1's rmse: 3.72498 [205] valid_0's rmse: 3.593 valid_1's rmse: 3.72523 [206] valid_0's rmse: 3.59212 valid_1's rmse: 3.72452 [207] valid_0's rmse: 3.59124 valid_1's rmse: 3.72418 [208] valid_0's rmse: 3.59022 valid_1's rmse: 3.72331 [209] valid_0's rmse: 3.58899 valid_1's rmse: 3.72216 [210] valid_0's rmse: 3.58826 valid_1's rmse: 3.72188 [211] valid_0's rmse: 3.5872 valid_1's rmse: 3.72168 [212] valid_0's rmse: 3.58641 valid_1's rmse: 3.72145 [213] valid_0's rmse: 3.58528 valid_1's rmse: 3.72035 [214] valid_0's rmse: 3.58403 valid_1's rmse: 3.72003 [215] valid_0's rmse: 3.58301 valid_1's rmse: 3.72027 [216] valid_0's rmse: 3.58231 valid_1's rmse: 3.7199 [217] valid_0's rmse: 3.58132 valid_1's rmse: 3.71963 [218] valid_0's rmse: 3.58082 valid_1's rmse: 3.71933 [219] valid_0's rmse: 3.57957 valid_1's rmse: 3.71998 [220] valid_0's rmse: 3.57847 valid_1's rmse: 3.71935 [221] valid_0's rmse: 3.57638 valid_1's rmse: 3.7186 [222] valid_0's rmse: 3.57537 valid_1's rmse: 3.71847 [223] valid_0's rmse: 3.57438 valid_1's rmse: 3.71826 [224] valid_0's rmse: 3.57359 valid_1's rmse: 3.71784 [225] valid_0's rmse: 3.57287 valid_1's rmse: 3.71768 [226] valid_0's rmse: 3.57196 valid_1's rmse: 3.71735 [227] valid_0's rmse: 3.57103 valid_1's rmse: 3.71687 [228] valid_0's rmse: 3.56998 valid_1's rmse: 3.71709 [229] valid_0's rmse: 3.56903 valid_1's rmse: 3.71706 [230] valid_0's rmse: 3.56782 valid_1's rmse: 3.71652 [231] valid_0's rmse: 3.56707 valid_1's rmse: 3.71624 [232] valid_0's rmse: 3.5664 valid_1's rmse: 3.71607 [233] valid_0's rmse: 3.5639 valid_1's rmse: 3.71422 [234] valid_0's rmse: 3.56232 valid_1's rmse: 3.71453 [235] valid_0's rmse: 3.56145 valid_1's rmse: 3.714 [236] valid_0's rmse: 3.56035 valid_1's rmse: 3.7133 [237] valid_0's rmse: 3.55963 valid_1's rmse: 3.71305 [238] valid_0's rmse: 3.55881 valid_1's rmse: 3.71369 [239] valid_0's rmse: 3.55843 valid_1's rmse: 3.7136 [240] valid_0's rmse: 3.55765 valid_1's rmse: 3.71326 [241] valid_0's rmse: 3.55655 valid_1's rmse: 3.71302 [242] valid_0's rmse: 3.55577 valid_1's rmse: 3.7131 [243] valid_0's rmse: 3.55477 valid_1's rmse: 3.71292 [244] valid_0's rmse: 3.55391 valid_1's rmse: 3.7127 [245] valid_0's rmse: 3.55296 valid_1's rmse: 3.71181 [246] valid_0's rmse: 3.55236 valid_1's rmse: 3.71159 [247] valid_0's rmse: 3.55149 valid_1's rmse: 3.71137 [248] valid_0's rmse: 3.55089 valid_1's rmse: 3.71106 [249] valid_0's rmse: 3.54995 valid_1's rmse: 3.71056 [250] valid_0's rmse: 3.549 valid_1's rmse: 3.7102 [251] valid_0's rmse: 3.54834 valid_1's rmse: 3.71021 [252] valid_0's rmse: 3.54698 valid_1's rmse: 3.70935 [253] valid_0's rmse: 3.54597 valid_1's rmse: 3.70924 [254] valid_0's rmse: 3.54528 valid_1's rmse: 3.70928 [255] valid_0's rmse: 3.54446 valid_1's rmse: 3.70882 [256] valid_0's rmse: 3.54369 valid_1's rmse: 3.70839 [257] valid_0's rmse: 3.54297 valid_1's rmse: 3.70786 [258] valid_0's rmse: 3.54233 valid_1's rmse: 3.7082 [259] valid_0's rmse: 3.54161 valid_1's rmse: 3.70781 [260] valid_0's rmse: 3.54102 valid_1's rmse: 3.70798 [261] valid_0's rmse: 3.5401 valid_1's rmse: 3.70825 [262] valid_0's rmse: 3.53916 valid_1's rmse: 3.70768 [263] valid_0's rmse: 3.53811 valid_1's rmse: 3.70762 [264] valid_0's rmse: 3.53672 valid_1's rmse: 3.70677 [265] valid_0's rmse: 3.53583 valid_1's rmse: 3.7073 [266] valid_0's rmse: 3.53534 valid_1's rmse: 3.7074 [267] valid_0's rmse: 3.53439 valid_1's rmse: 3.70697 [268] valid_0's rmse: 3.53321 valid_1's rmse: 3.70613 [269] valid_0's rmse: 3.53221 valid_1's rmse: 3.70607 [270] valid_0's rmse: 3.53154 valid_1's rmse: 3.70582 [271] valid_0's rmse: 3.53072 valid_1's rmse: 3.70597 [272] valid_0's rmse: 3.53008 valid_1's rmse: 3.70586 [273] valid_0's rmse: 3.52936 valid_1's rmse: 3.70568 [274] valid_0's rmse: 3.52865 valid_1's rmse: 3.70524 [275] valid_0's rmse: 3.52793 valid_1's rmse: 3.70486 [276] valid_0's rmse: 3.52745 valid_1's rmse: 3.70493 [277] valid_0's rmse: 3.52681 valid_1's rmse: 3.70474 [278] valid_0's rmse: 3.52614 valid_1's rmse: 3.70487 [279] valid_0's rmse: 3.5258 valid_1's rmse: 3.70483 [280] valid_0's rmse: 3.52533 valid_1's rmse: 3.70498 [281] valid_0's rmse: 3.52449 valid_1's rmse: 3.70458 [282] valid_0's rmse: 3.52348 valid_1's rmse: 3.70478 [283] valid_0's rmse: 3.52245 valid_1's rmse: 3.7049 [284] valid_0's rmse: 3.52172 valid_1's rmse: 3.70455 [285] valid_0's rmse: 3.52085 valid_1's rmse: 3.70402 [286] valid_0's rmse: 3.52017 valid_1's rmse: 3.70379 [287] valid_0's rmse: 3.51941 valid_1's rmse: 3.70376 [288] valid_0's rmse: 3.51834 valid_1's rmse: 3.70348 [289] valid_0's rmse: 3.51797 valid_1's rmse: 3.70349 [290] valid_0's rmse: 3.51715 valid_1's rmse: 3.70361 [291] valid_0's rmse: 3.51602 valid_1's rmse: 3.70317 [292] valid_0's rmse: 3.51508 valid_1's rmse: 3.70238 [293] valid_0's rmse: 3.51425 valid_1's rmse: 3.70178 [294] valid_0's rmse: 3.51332 valid_1's rmse: 3.70134 [295] valid_0's rmse: 3.51298 valid_1's rmse: 3.70136 [296] valid_0's rmse: 3.51228 valid_1's rmse: 3.70116 [297] valid_0's rmse: 3.51133 valid_1's rmse: 3.70065 [298] valid_0's rmse: 3.5107 valid_1's rmse: 3.70054 [299] valid_0's rmse: 3.51036 valid_1's rmse: 3.7006 [300] valid_0's rmse: 3.50957 valid_1's rmse: 3.70031 [301] valid_0's rmse: 3.5086 valid_1's rmse: 3.69995 [302] valid_0's rmse: 3.50761 valid_1's rmse: 3.69977 [303] valid_0's rmse: 3.50687 valid_1's rmse: 3.69998 [304] valid_0's rmse: 3.50604 valid_1's rmse: 3.69981 [305] valid_0's rmse: 3.50536 valid_1's rmse: 3.69976 [306] valid_0's rmse: 3.50469 valid_1's rmse: 3.69976 [307] valid_0's rmse: 3.50392 valid_1's rmse: 3.69964 [308] valid_0's rmse: 3.50283 valid_1's rmse: 3.69907 [309] valid_0's rmse: 3.50183 valid_1's rmse: 3.6987 [310] valid_0's rmse: 3.50105 valid_1's rmse: 3.69836 [311] valid_0's rmse: 3.50053 valid_1's rmse: 3.69863 [312] valid_0's rmse: 3.49952 valid_1's rmse: 3.69855 [313] valid_0's rmse: 3.49902 valid_1's rmse: 3.69849 [314] valid_0's rmse: 3.49844 valid_1's rmse: 3.69818 [315] valid_0's rmse: 3.49691 valid_1's rmse: 3.69746 [316] valid_0's rmse: 3.4963 valid_1's rmse: 3.69727 [317] valid_0's rmse: 3.49558 valid_1's rmse: 3.69677 [318] valid_0's rmse: 3.49488 valid_1's rmse: 3.69654 [319] valid_0's rmse: 3.49427 valid_1's rmse: 3.69654 [320] valid_0's rmse: 3.49347 valid_1's rmse: 3.6961 [321] valid_0's rmse: 3.49247 valid_1's rmse: 3.69589 [322] valid_0's rmse: 3.49161 valid_1's rmse: 3.69648 [323] valid_0's rmse: 3.49074 valid_1's rmse: 3.6971 [324] valid_0's rmse: 3.49025 valid_1's rmse: 3.69702 [325] valid_0's rmse: 3.48976 valid_1's rmse: 3.69685 [326] valid_0's rmse: 3.48912 valid_1's rmse: 3.69673 [327] valid_0's rmse: 3.48838 valid_1's rmse: 3.69661 [328] valid_0's rmse: 3.48795 valid_1's rmse: 3.69659 [329] valid_0's rmse: 3.4875 valid_1's rmse: 3.6965 [330] valid_0's rmse: 3.4869 valid_1's rmse: 3.69643 [331] valid_0's rmse: 3.48639 valid_1's rmse: 3.6963 [332] valid_0's rmse: 3.48577 valid_1's rmse: 3.69612 [333] valid_0's rmse: 3.48522 valid_1's rmse: 3.69628 [334] valid_0's rmse: 3.48439 valid_1's rmse: 3.69581 [335] valid_0's rmse: 3.48381 valid_1's rmse: 3.69576 [336] valid_0's rmse: 3.48338 valid_1's rmse: 3.69567 [337] valid_0's rmse: 3.48218 valid_1's rmse: 3.69543 [338] valid_0's rmse: 3.48147 valid_1's rmse: 3.69496 [339] valid_0's rmse: 3.48099 valid_1's rmse: 3.69466 [340] valid_0's rmse: 3.48069 valid_1's rmse: 3.69469 [341] valid_0's rmse: 3.48 valid_1's rmse: 3.69413 [342] valid_0's rmse: 3.47942 valid_1's rmse: 3.6937 [343] valid_0's rmse: 3.47888 valid_1's rmse: 3.69365 [344] valid_0's rmse: 3.47827 valid_1's rmse: 3.69344 [345] valid_0's rmse: 3.47738 valid_1's rmse: 3.69315 [346] valid_0's rmse: 3.47666 valid_1's rmse: 3.69311 [347] valid_0's rmse: 3.47597 valid_1's rmse: 3.69309 [348] valid_0's rmse: 3.47522 valid_1's rmse: 3.69284 [349] valid_0's rmse: 3.47454 valid_1's rmse: 3.69332 [350] valid_0's rmse: 3.47398 valid_1's rmse: 3.69308 [351] valid_0's rmse: 3.4734 valid_1's rmse: 3.6928 [352] valid_0's rmse: 3.473 valid_1's rmse: 3.69287 [353] valid_0's rmse: 3.47226 valid_1's rmse: 3.69277 [354] valid_0's rmse: 3.47192 valid_1's rmse: 3.69263 [355] valid_0's rmse: 3.47135 valid_1's rmse: 3.69249 [356] valid_0's rmse: 3.47065 valid_1's rmse: 3.69234 [357] valid_0's rmse: 3.47021 valid_1's rmse: 3.69222 [358] valid_0's rmse: 3.46904 valid_1's rmse: 3.69129 [359] valid_0's rmse: 3.46837 valid_1's rmse: 3.69132 [360] valid_0's rmse: 3.46772 valid_1's rmse: 3.69081 [361] valid_0's rmse: 3.46678 valid_1's rmse: 3.69088 [362] valid_0's rmse: 3.46592 valid_1's rmse: 3.69083 [363] valid_0's rmse: 3.46526 valid_1's rmse: 3.69044 [364] valid_0's rmse: 3.46467 valid_1's rmse: 3.69012 [365] valid_0's rmse: 3.4641 valid_1's rmse: 3.69004 [366] valid_0's rmse: 3.46376 valid_1's rmse: 3.68998 [367] valid_0's rmse: 3.46329 valid_1's rmse: 3.69007 [368] valid_0's rmse: 3.46256 valid_1's rmse: 3.6902 [369] valid_0's rmse: 3.4623 valid_1's rmse: 3.69017 [370] valid_0's rmse: 3.46178 valid_1's rmse: 3.68997 [371] valid_0's rmse: 3.46111 valid_1's rmse: 3.6897 [372] valid_0's rmse: 3.4604 valid_1's rmse: 3.68933 [373] valid_0's rmse: 3.45986 valid_1's rmse: 3.68966 [374] valid_0's rmse: 3.45917 valid_1's rmse: 3.68926 [375] valid_0's rmse: 3.45806 valid_1's rmse: 3.68851 [376] valid_0's rmse: 3.45754 valid_1's rmse: 3.6882 [377] valid_0's rmse: 3.45618 valid_1's rmse: 3.68734 [378] valid_0's rmse: 3.4555 valid_1's rmse: 3.68694 [379] valid_0's rmse: 3.45464 valid_1's rmse: 3.68652 [380] valid_0's rmse: 3.45427 valid_1's rmse: 3.68658 [381] valid_0's rmse: 3.45364 valid_1's rmse: 3.68661 [382] valid_0's rmse: 3.45297 valid_1's rmse: 3.68682 [383] valid_0's rmse: 3.45251 valid_1's rmse: 3.68694 [384] valid_0's rmse: 3.45157 valid_1's rmse: 3.68632 [385] valid_0's rmse: 3.45084 valid_1's rmse: 3.68626 [386] valid_0's rmse: 3.45007 valid_1's rmse: 3.68562 [387] valid_0's rmse: 3.44968 valid_1's rmse: 3.68582 [388] valid_0's rmse: 3.449 valid_1's rmse: 3.68585 [389] valid_0's rmse: 3.44829 valid_1's rmse: 3.68598 [390] valid_0's rmse: 3.44753 valid_1's rmse: 3.68541 [391] valid_0's rmse: 3.4471 valid_1's rmse: 3.68529 [392] valid_0's rmse: 3.44648 valid_1's rmse: 3.68514 [393] valid_0's rmse: 3.44559 valid_1's rmse: 3.68478 [394] valid_0's rmse: 3.44507 valid_1's rmse: 3.68457 [395] valid_0's rmse: 3.44451 valid_1's rmse: 3.68458 [396] valid_0's rmse: 3.44394 valid_1's rmse: 3.68448 [397] valid_0's rmse: 3.44351 valid_1's rmse: 3.68441 [398] valid_0's rmse: 3.44294 valid_1's rmse: 3.68419 [399] valid_0's rmse: 3.44237 valid_1's rmse: 3.68431 [400] valid_0's rmse: 3.44176 valid_1's rmse: 3.68429 [401] valid_0's rmse: 3.44089 valid_1's rmse: 3.68428 [402] valid_0's rmse: 3.4404 valid_1's rmse: 3.6843 [403] valid_0's rmse: 3.43951 valid_1's rmse: 3.68378 [404] valid_0's rmse: 3.43862 valid_1's rmse: 3.68369 [405] valid_0's rmse: 3.43806 valid_1's rmse: 3.68408 [406] valid_0's rmse: 3.4375 valid_1's rmse: 3.68465 [407] valid_0's rmse: 3.43676 valid_1's rmse: 3.68414 [408] valid_0's rmse: 3.43608 valid_1's rmse: 3.68446 [409] valid_0's rmse: 3.43535 valid_1's rmse: 3.68465 [410] valid_0's rmse: 3.43469 valid_1's rmse: 3.68433 [411] valid_0's rmse: 3.43435 valid_1's rmse: 3.68452 [412] valid_0's rmse: 3.4335 valid_1's rmse: 3.68466 [413] valid_0's rmse: 3.43294 valid_1's rmse: 3.6848 [414] valid_0's rmse: 3.43251 valid_1's rmse: 3.68465 [415] valid_0's rmse: 3.43216 valid_1's rmse: 3.6846 [416] valid_0's rmse: 3.43146 valid_1's rmse: 3.68427 [417] valid_0's rmse: 3.43076 valid_1's rmse: 3.6845 [418] valid_0's rmse: 3.43039 valid_1's rmse: 3.68441 [419] valid_0's rmse: 3.43013 valid_1's rmse: 3.6845 [420] valid_0's rmse: 3.42962 valid_1's rmse: 3.68453 [421] valid_0's rmse: 3.42912 valid_1's rmse: 3.68451 [422] valid_0's rmse: 3.42855 valid_1's rmse: 3.68445 [423] valid_0's rmse: 3.42816 valid_1's rmse: 3.68435 [424] valid_0's rmse: 3.42721 valid_1's rmse: 3.68379 Early stopping, best iteration is: [404] valid_0's rmse: 3.43862 valid_1's rmse: 3.68369 SCORE: 3.683687556280687 [1] valid_0's rmse: 8.96941 valid_1's rmse: 8.9279 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37406 valid_1's rmse: 8.33498 [3] valid_0's rmse: 7.84975 valid_1's rmse: 7.81148 [4] valid_0's rmse: 7.391 valid_1's rmse: 7.353 [5] valid_0's rmse: 6.99123 valid_1's rmse: 6.95505 [6] valid_0's rmse: 6.64124 valid_1's rmse: 6.60613 [7] valid_0's rmse: 6.34361 valid_1's rmse: 6.31013 [8] valid_0's rmse: 6.08086 valid_1's rmse: 6.04828 [9] valid_0's rmse: 5.84468 valid_1's rmse: 5.81215 [10] valid_0's rmse: 5.65936 valid_1's rmse: 5.62844 [11] valid_0's rmse: 5.4652 valid_1's rmse: 5.4359 [12] valid_0's rmse: 5.32028 valid_1's rmse: 5.29233 [13] valid_0's rmse: 5.17584 valid_1's rmse: 5.14855 [14] valid_0's rmse: 5.07322 valid_1's rmse: 5.04744 [15] valid_0's rmse: 4.96931 valid_1's rmse: 4.94464 [16] valid_0's rmse: 4.89287 valid_1's rmse: 4.87037 [17] valid_0's rmse: 4.81689 valid_1's rmse: 4.79599 [18] valid_0's rmse: 4.73015 valid_1's rmse: 4.71005 [19] valid_0's rmse: 4.65751 valid_1's rmse: 4.63821 [20] valid_0's rmse: 4.60699 valid_1's rmse: 4.58918 [21] valid_0's rmse: 4.55474 valid_1's rmse: 4.53936 [22] valid_0's rmse: 4.51822 valid_1's rmse: 4.5046 [23] valid_0's rmse: 4.4789 valid_1's rmse: 4.46676 [24] valid_0's rmse: 4.42394 valid_1's rmse: 4.41229 [25] valid_0's rmse: 4.39211 valid_1's rmse: 4.38161 [26] valid_0's rmse: 4.35259 valid_1's rmse: 4.34334 [27] valid_0's rmse: 4.32848 valid_1's rmse: 4.32049 [28] valid_0's rmse: 4.30841 valid_1's rmse: 4.3015 [29] valid_0's rmse: 4.28984 valid_1's rmse: 4.28386 [30] valid_0's rmse: 4.2726 valid_1's rmse: 4.26877 [31] valid_0's rmse: 4.24567 valid_1's rmse: 4.24231 [32] valid_0's rmse: 4.2294 valid_1's rmse: 4.22663 [33] valid_0's rmse: 4.21333 valid_1's rmse: 4.21203 [34] valid_0's rmse: 4.17977 valid_1's rmse: 4.17906 [35] valid_0's rmse: 4.16308 valid_1's rmse: 4.16354 [36] valid_0's rmse: 4.14908 valid_1's rmse: 4.15162 [37] valid_0's rmse: 4.13485 valid_1's rmse: 4.13857 [38] valid_0's rmse: 4.12086 valid_1's rmse: 4.12518 [39] valid_0's rmse: 4.11231 valid_1's rmse: 4.11792 [40] valid_0's rmse: 4.10602 valid_1's rmse: 4.11269 [41] valid_0's rmse: 4.09699 valid_1's rmse: 4.10663 [42] valid_0's rmse: 4.07832 valid_1's rmse: 4.08779 [43] valid_0's rmse: 4.06258 valid_1's rmse: 4.07234 [44] valid_0's rmse: 4.05747 valid_1's rmse: 4.06773 [45] valid_0's rmse: 4.04406 valid_1's rmse: 4.05535 [46] valid_0's rmse: 4.03531 valid_1's rmse: 4.04765 [47] valid_0's rmse: 4.02465 valid_1's rmse: 4.0374 [48] valid_0's rmse: 4.0146 valid_1's rmse: 4.02849 [49] valid_0's rmse: 4.00607 valid_1's rmse: 4.02144 [50] valid_0's rmse: 4.00052 valid_1's rmse: 4.01773 [51] valid_0's rmse: 3.99215 valid_1's rmse: 4.00983 [52] valid_0's rmse: 3.97982 valid_1's rmse: 3.99776 [53] valid_0's rmse: 3.97308 valid_1's rmse: 3.99304 [54] valid_0's rmse: 3.96625 valid_1's rmse: 3.98626 [55] valid_0's rmse: 3.96109 valid_1's rmse: 3.98366 [56] valid_0's rmse: 3.95106 valid_1's rmse: 3.97385 [57] valid_0's rmse: 3.94579 valid_1's rmse: 3.9692 [58] valid_0's rmse: 3.94108 valid_1's rmse: 3.96508 [59] valid_0's rmse: 3.93392 valid_1's rmse: 3.95936 [60] valid_0's rmse: 3.92967 valid_1's rmse: 3.95734 [61] valid_0's rmse: 3.92144 valid_1's rmse: 3.94925 [62] valid_0's rmse: 3.91605 valid_1's rmse: 3.94484 [63] valid_0's rmse: 3.91208 valid_1's rmse: 3.94163 [64] valid_0's rmse: 3.90763 valid_1's rmse: 3.93883 [65] valid_0's rmse: 3.89842 valid_1's rmse: 3.92997 [66] valid_0's rmse: 3.89484 valid_1's rmse: 3.92765 [67] valid_0's rmse: 3.89103 valid_1's rmse: 3.92468 [68] valid_0's rmse: 3.88633 valid_1's rmse: 3.92061 [69] valid_0's rmse: 3.8803 valid_1's rmse: 3.91497 [70] valid_0's rmse: 3.87553 valid_1's rmse: 3.911 [71] valid_0's rmse: 3.86781 valid_1's rmse: 3.90351 [72] valid_0's rmse: 3.86181 valid_1's rmse: 3.89868 [73] valid_0's rmse: 3.85849 valid_1's rmse: 3.89624 [74] valid_0's rmse: 3.85298 valid_1's rmse: 3.89096 [75] valid_0's rmse: 3.84959 valid_1's rmse: 3.88831 [76] valid_0's rmse: 3.84715 valid_1's rmse: 3.88688 [77] valid_0's rmse: 3.84225 valid_1's rmse: 3.88284 [78] valid_0's rmse: 3.83927 valid_1's rmse: 3.88119 [79] valid_0's rmse: 3.83698 valid_1's rmse: 3.8799 [80] valid_0's rmse: 3.83054 valid_1's rmse: 3.87417 [81] valid_0's rmse: 3.82724 valid_1's rmse: 3.87243 [82] valid_0's rmse: 3.82458 valid_1's rmse: 3.87096 [83] valid_0's rmse: 3.81988 valid_1's rmse: 3.86646 [84] valid_0's rmse: 3.81626 valid_1's rmse: 3.86676 [85] valid_0's rmse: 3.81373 valid_1's rmse: 3.86479 [86] valid_0's rmse: 3.80815 valid_1's rmse: 3.85923 [87] valid_0's rmse: 3.80275 valid_1's rmse: 3.85431 [88] valid_0's rmse: 3.80029 valid_1's rmse: 3.85299 [89] valid_0's rmse: 3.79758 valid_1's rmse: 3.85237 [90] valid_0's rmse: 3.79522 valid_1's rmse: 3.85084 [91] valid_0's rmse: 3.79137 valid_1's rmse: 3.84745 [92] valid_0's rmse: 3.78865 valid_1's rmse: 3.8459 [93] valid_0's rmse: 3.78504 valid_1's rmse: 3.84353 [94] valid_0's rmse: 3.78273 valid_1's rmse: 3.84187 [95] valid_0's rmse: 3.77944 valid_1's rmse: 3.83941 [96] valid_0's rmse: 3.77468 valid_1's rmse: 3.83537 [97] valid_0's rmse: 3.77281 valid_1's rmse: 3.83453 [98] valid_0's rmse: 3.7712 valid_1's rmse: 3.83377 [99] valid_0's rmse: 3.76782 valid_1's rmse: 3.83055 [100] valid_0's rmse: 3.76367 valid_1's rmse: 3.82672 [101] valid_0's rmse: 3.75962 valid_1's rmse: 3.82403 [102] valid_0's rmse: 3.75784 valid_1's rmse: 3.82325 [103] valid_0's rmse: 3.75428 valid_1's rmse: 3.82314 [104] valid_0's rmse: 3.75102 valid_1's rmse: 3.82089 [105] valid_0's rmse: 3.74888 valid_1's rmse: 3.81992 [106] valid_0's rmse: 3.74677 valid_1's rmse: 3.81905 [107] valid_0's rmse: 3.74469 valid_1's rmse: 3.8177 [108] valid_0's rmse: 3.74323 valid_1's rmse: 3.81714 [109] valid_0's rmse: 3.73976 valid_1's rmse: 3.81397 [110] valid_0's rmse: 3.73784 valid_1's rmse: 3.81379 [111] valid_0's rmse: 3.73629 valid_1's rmse: 3.81305 [112] valid_0's rmse: 3.73366 valid_1's rmse: 3.81217 [113] valid_0's rmse: 3.73072 valid_1's rmse: 3.81003 [114] valid_0's rmse: 3.72593 valid_1's rmse: 3.80555 [115] 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rmse: 3.4502 valid_1's rmse: 3.69215 [357] valid_0's rmse: 3.44967 valid_1's rmse: 3.69219 [358] valid_0's rmse: 3.44927 valid_1's rmse: 3.69215 [359] valid_0's rmse: 3.44858 valid_1's rmse: 3.69251 [360] valid_0's rmse: 3.44781 valid_1's rmse: 3.6919 [361] valid_0's rmse: 3.44713 valid_1's rmse: 3.69223 [362] valid_0's rmse: 3.44625 valid_1's rmse: 3.69256 [363] valid_0's rmse: 3.44555 valid_1's rmse: 3.693 [364] valid_0's rmse: 3.44498 valid_1's rmse: 3.69271 [365] valid_0's rmse: 3.4443 valid_1's rmse: 3.69267 [366] valid_0's rmse: 3.44397 valid_1's rmse: 3.69268 [367] valid_0's rmse: 3.44354 valid_1's rmse: 3.69261 [368] valid_0's rmse: 3.44302 valid_1's rmse: 3.6924 [369] valid_0's rmse: 3.44228 valid_1's rmse: 3.69205 [370] valid_0's rmse: 3.44182 valid_1's rmse: 3.69208 [371] valid_0's rmse: 3.44149 valid_1's rmse: 3.69209 [372] valid_0's rmse: 3.4408 valid_1's rmse: 3.69202 [373] valid_0's rmse: 3.44038 valid_1's rmse: 3.69191 [374] valid_0's rmse: 3.43989 valid_1's rmse: 3.69193 [375] valid_0's rmse: 3.43893 valid_1's rmse: 3.69123 [376] valid_0's rmse: 3.43858 valid_1's rmse: 3.69128 [377] valid_0's rmse: 3.43804 valid_1's rmse: 3.69107 [378] valid_0's rmse: 3.43745 valid_1's rmse: 3.69081 [379] valid_0's rmse: 3.437 valid_1's rmse: 3.69084 [380] valid_0's rmse: 3.43608 valid_1's rmse: 3.69062 [381] valid_0's rmse: 3.43531 valid_1's rmse: 3.69051 [382] valid_0's rmse: 3.43455 valid_1's rmse: 3.6908 [383] valid_0's rmse: 3.43418 valid_1's rmse: 3.69081 [384] valid_0's rmse: 3.4335 valid_1's rmse: 3.69125 [385] valid_0's rmse: 3.43259 valid_1's rmse: 3.69069 [386] valid_0's rmse: 3.43204 valid_1's rmse: 3.6906 [387] valid_0's rmse: 3.43145 valid_1's rmse: 3.69036 [388] valid_0's rmse: 3.43079 valid_1's rmse: 3.69024 [389] valid_0's rmse: 3.43006 valid_1's rmse: 3.69012 [390] valid_0's rmse: 3.4294 valid_1's rmse: 3.69011 [391] valid_0's rmse: 3.42889 valid_1's rmse: 3.69014 [392] valid_0's rmse: 3.42798 valid_1's rmse: 3.68995 [393] valid_0's rmse: 3.42736 valid_1's rmse: 3.68976 [394] valid_0's rmse: 3.42654 valid_1's rmse: 3.69012 [395] valid_0's rmse: 3.42587 valid_1's rmse: 3.68993 [396] valid_0's rmse: 3.4256 valid_1's rmse: 3.68992 [397] valid_0's rmse: 3.42526 valid_1's rmse: 3.68975 [398] valid_0's rmse: 3.4247 valid_1's rmse: 3.68965 [399] valid_0's rmse: 3.42408 valid_1's rmse: 3.68945 [400] valid_0's rmse: 3.42332 valid_1's rmse: 3.68945 [401] valid_0's rmse: 3.42255 valid_1's rmse: 3.69 [402] valid_0's rmse: 3.42191 valid_1's rmse: 3.69051 [403] valid_0's rmse: 3.42118 valid_1's rmse: 3.69031 [404] valid_0's rmse: 3.42049 valid_1's rmse: 3.69112 [405] valid_0's rmse: 3.41987 valid_1's rmse: 3.69128 [406] valid_0's rmse: 3.41927 valid_1's rmse: 3.69129 [407] valid_0's rmse: 3.41897 valid_1's rmse: 3.69116 [408] valid_0's rmse: 3.41817 valid_1's rmse: 3.69119 [409] valid_0's rmse: 3.41758 valid_1's rmse: 3.69082 [410] valid_0's rmse: 3.41714 valid_1's rmse: 3.69089 [411] valid_0's rmse: 3.41687 valid_1's rmse: 3.69086 [412] valid_0's rmse: 3.41628 valid_1's rmse: 3.6912 [413] valid_0's rmse: 3.41564 valid_1's rmse: 3.69089 [414] valid_0's rmse: 3.41507 valid_1's rmse: 3.69109 [415] valid_0's rmse: 3.41455 valid_1's rmse: 3.69109 [416] valid_0's rmse: 3.41404 valid_1's rmse: 3.69125 [417] valid_0's rmse: 3.41349 valid_1's rmse: 3.69089 [418] valid_0's rmse: 3.413 valid_1's rmse: 3.69063 [419] valid_0's rmse: 3.41224 valid_1's rmse: 3.69069 Early stopping, best iteration is: [399] valid_0's rmse: 3.42408 valid_1's rmse: 3.68945 SCORE: 3.689445992861289 [1] valid_0's rmse: 8.97659 valid_1's rmse: 8.93563 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38044 valid_1's rmse: 8.341 [3] valid_0's rmse: 7.86073 valid_1's rmse: 7.82289 [4] valid_0's rmse: 7.40807 valid_1's rmse: 7.37094 [5] valid_0's rmse: 7.00172 valid_1's rmse: 6.96566 [6] valid_0's rmse: 6.66179 valid_1's rmse: 6.62654 [7] valid_0's rmse: 6.36706 valid_1's rmse: 6.33332 [8] valid_0's rmse: 6.11045 valid_1's rmse: 6.07785 [9] valid_0's rmse: 5.88776 valid_1's rmse: 5.85631 [10] valid_0's rmse: 5.69719 valid_1's rmse: 5.66641 [11] valid_0's rmse: 5.53661 valid_1's rmse: 5.50802 [12] valid_0's rmse: 5.39562 valid_1's rmse: 5.36823 [13] valid_0's rmse: 5.27309 valid_1's rmse: 5.24639 [14] valid_0's rmse: 5.12371 valid_1's rmse: 5.09755 [15] valid_0's rmse: 5.03522 valid_1's rmse: 5.01 [16] valid_0's rmse: 4.94515 valid_1's rmse: 4.92043 [17] valid_0's rmse: 4.85862 valid_1's rmse: 4.83515 [18] valid_0's rmse: 4.79545 valid_1's rmse: 4.77274 [19] valid_0's rmse: 4.72715 valid_1's rmse: 4.7052 [20] valid_0's rmse: 4.64622 valid_1's rmse: 4.62483 [21] valid_0's rmse: 4.60872 valid_1's rmse: 4.58785 [22] valid_0's rmse: 4.56705 valid_1's rmse: 4.54645 [23] valid_0's rmse: 4.51562 valid_1's rmse: 4.49572 [24] valid_0's rmse: 4.47708 valid_1's rmse: 4.45767 [25] valid_0's rmse: 4.4363 valid_1's rmse: 4.41729 [26] valid_0's rmse: 4.41068 valid_1's rmse: 4.39357 [27] valid_0's rmse: 4.37731 valid_1's rmse: 4.36064 [28] valid_0's rmse: 4.35544 valid_1's rmse: 4.33981 [29] valid_0's rmse: 4.33041 valid_1's rmse: 4.31593 [30] valid_0's rmse: 4.31304 valid_1's rmse: 4.30025 [31] valid_0's rmse: 4.29218 valid_1's rmse: 4.2813 [32] valid_0's rmse: 4.2681 valid_1's rmse: 4.25747 [33] valid_0's rmse: 4.24955 valid_1's rmse: 4.23916 [34] valid_0's rmse: 4.21798 valid_1's rmse: 4.20834 [35] valid_0's rmse: 4.19817 valid_1's rmse: 4.18935 [36] valid_0's rmse: 4.18649 valid_1's rmse: 4.17826 [37] valid_0's rmse: 4.17661 valid_1's rmse: 4.16914 [38] valid_0's rmse: 4.16516 valid_1's rmse: 4.15875 [39] valid_0's rmse: 4.14928 valid_1's rmse: 4.14338 [40] valid_0's rmse: 4.14156 valid_1's rmse: 4.13664 [41] valid_0's rmse: 4.13277 valid_1's rmse: 4.12889 [42] valid_0's rmse: 4.12017 valid_1's rmse: 4.11698 [43] valid_0's rmse: 4.1071 valid_1's rmse: 4.10523 [44] valid_0's rmse: 4.09988 valid_1's rmse: 4.09842 [45] valid_0's rmse: 4.08716 valid_1's rmse: 4.08644 [46] valid_0's rmse: 4.08055 valid_1's rmse: 4.08085 [47] valid_0's rmse: 4.07248 valid_1's rmse: 4.07375 [48] valid_0's rmse: 4.06473 valid_1's rmse: 4.0669 [49] valid_0's rmse: 4.05685 valid_1's rmse: 4.06005 [50] valid_0's rmse: 4.04944 valid_1's rmse: 4.05275 [51] valid_0's rmse: 4.0371 valid_1's rmse: 4.04147 [52] valid_0's rmse: 4.0273 valid_1's rmse: 4.03236 [53] valid_0's rmse: 4.01954 valid_1's rmse: 4.02581 [54] valid_0's rmse: 4.01553 valid_1's rmse: 4.02431 [55] valid_0's rmse: 4.0085 valid_1's rmse: 4.01903 [56] valid_0's rmse: 4.00339 valid_1's rmse: 4.0163 [57] valid_0's rmse: 3.99432 valid_1's rmse: 4.00792 [58] valid_0's rmse: 3.98548 valid_1's rmse: 3.99956 [59] valid_0's rmse: 3.98074 valid_1's rmse: 3.99587 [60] valid_0's rmse: 3.97152 valid_1's rmse: 3.98709 [61] valid_0's rmse: 3.96666 valid_1's rmse: 3.98382 [62] valid_0's rmse: 3.96028 valid_1's rmse: 3.97793 [63] valid_0's rmse: 3.95643 valid_1's rmse: 3.97471 [64] valid_0's rmse: 3.94844 valid_1's rmse: 3.96683 [65] valid_0's rmse: 3.94341 valid_1's rmse: 3.96342 [66] valid_0's rmse: 3.93927 valid_1's rmse: 3.95991 [67] valid_0's rmse: 3.93112 valid_1's rmse: 3.95186 [68] valid_0's rmse: 3.92761 valid_1's rmse: 3.94923 [69] valid_0's rmse: 3.92384 valid_1's rmse: 3.94623 [70] valid_0's rmse: 3.92137 valid_1's rmse: 3.94546 [71] valid_0's rmse: 3.91777 valid_1's rmse: 3.94286 [72] valid_0's rmse: 3.91084 valid_1's rmse: 3.93632 [73] valid_0's rmse: 3.90406 valid_1's rmse: 3.92981 [74] valid_0's rmse: 3.89772 valid_1's rmse: 3.92368 [75] valid_0's rmse: 3.89458 valid_1's rmse: 3.92115 [76] valid_0's rmse: 3.89037 valid_1's rmse: 3.91714 [77] valid_0's rmse: 3.88376 valid_1's rmse: 3.91213 [78] valid_0's rmse: 3.88097 valid_1's rmse: 3.90974 [79] valid_0's rmse: 3.87867 valid_1's rmse: 3.90885 [80] valid_0's rmse: 3.87516 valid_1's rmse: 3.90633 [81] valid_0's rmse: 3.86876 valid_1's rmse: 3.90006 [82] valid_0's rmse: 3.8638 valid_1's rmse: 3.89531 [83] valid_0's rmse: 3.86076 valid_1's rmse: 3.89295 [84] valid_0's rmse: 3.85778 valid_1's rmse: 3.89073 [85] valid_0's rmse: 3.85497 valid_1's rmse: 3.88957 [86] valid_0's rmse: 3.85173 valid_1's rmse: 3.88731 [87] valid_0's rmse: 3.84901 valid_1's rmse: 3.88646 [88] valid_0's rmse: 3.84674 valid_1's rmse: 3.88549 [89] valid_0's rmse: 3.84253 valid_1's rmse: 3.88144 [90] valid_0's rmse: 3.83814 valid_1's rmse: 3.87786 [91] valid_0's rmse: 3.83141 valid_1's rmse: 3.87212 [92] valid_0's rmse: 3.82817 valid_1's rmse: 3.86911 [93] valid_0's rmse: 3.82356 valid_1's rmse: 3.867 [94] valid_0's rmse: 3.82141 valid_1's rmse: 3.86618 [95] valid_0's rmse: 3.81916 valid_1's rmse: 3.86462 [96] valid_0's rmse: 3.81581 valid_1's rmse: 3.86223 [97] valid_0's rmse: 3.81389 valid_1's rmse: 3.86155 [98] valid_0's rmse: 3.81219 valid_1's rmse: 3.86067 [99] valid_0's rmse: 3.80718 valid_1's rmse: 3.8559 [100] valid_0's rmse: 3.80535 valid_1's rmse: 3.85476 [101] valid_0's rmse: 3.8033 valid_1's rmse: 3.85388 [102] valid_0's rmse: 3.79959 valid_1's rmse: 3.8505 [103] valid_0's rmse: 3.79663 valid_1's rmse: 3.84866 [104] valid_0's rmse: 3.79313 valid_1's rmse: 3.84672 [105] valid_0's rmse: 3.79031 valid_1's rmse: 3.84564 [106] valid_0's rmse: 3.78717 valid_1's rmse: 3.84287 [107] valid_0's rmse: 3.78518 valid_1's rmse: 3.842 [108] valid_0's rmse: 3.78269 valid_1's rmse: 3.84034 [109] valid_0's rmse: 3.78064 valid_1's rmse: 3.8401 [110] valid_0's rmse: 3.77583 valid_1's rmse: 3.83554 [111] valid_0's rmse: 3.77417 valid_1's rmse: 3.8351 [112] valid_0's rmse: 3.77219 valid_1's rmse: 3.83359 [113] valid_0's rmse: 3.7702 valid_1's rmse: 3.83309 [114] valid_0's rmse: 3.76641 valid_1's rmse: 3.8298 [115] valid_0's rmse: 3.76422 valid_1's rmse: 3.82834 [116] valid_0's rmse: 3.76102 valid_1's rmse: 3.82588 [117] valid_0's rmse: 3.75606 valid_1's rmse: 3.82097 [118] valid_0's rmse: 3.7539 valid_1's rmse: 3.82027 [119] valid_0's rmse: 3.75111 valid_1's rmse: 3.8178 [120] valid_0's rmse: 3.74854 valid_1's rmse: 3.81523 [121] valid_0's rmse: 3.74649 valid_1's rmse: 3.81405 [122] valid_0's rmse: 3.74455 valid_1's rmse: 3.81388 [123] valid_0's rmse: 3.74274 valid_1's rmse: 3.81238 [124] valid_0's rmse: 3.74033 valid_1's rmse: 3.81246 [125] valid_0's rmse: 3.73698 valid_1's rmse: 3.80955 [126] valid_0's rmse: 3.73454 valid_1's rmse: 3.80708 [127] valid_0's rmse: 3.7332 valid_1's rmse: 3.80663 [128] valid_0's rmse: 3.73047 valid_1's rmse: 3.80464 [129] valid_0's rmse: 3.72876 valid_1's rmse: 3.80407 [130] valid_0's rmse: 3.72734 valid_1's rmse: 3.80267 [131] valid_0's rmse: 3.72461 valid_1's rmse: 3.80026 [132] valid_0's rmse: 3.72295 valid_1's rmse: 3.79893 [133] valid_0's rmse: 3.72154 valid_1's rmse: 3.798 [134] valid_0's rmse: 3.72032 valid_1's rmse: 3.79685 [135] valid_0's rmse: 3.7191 valid_1's rmse: 3.79619 [136] valid_0's rmse: 3.71695 valid_1's rmse: 3.79583 [137] valid_0's rmse: 3.71555 valid_1's rmse: 3.79541 [138] valid_0's rmse: 3.71379 valid_1's rmse: 3.79463 [139] valid_0's rmse: 3.71141 valid_1's rmse: 3.79318 [140] valid_0's rmse: 3.70996 valid_1's rmse: 3.79212 [141] valid_0's rmse: 3.7077 valid_1's rmse: 3.79137 [142] valid_0's rmse: 3.70614 valid_1's rmse: 3.79042 [143] valid_0's rmse: 3.70324 valid_1's rmse: 3.78739 [144] valid_0's rmse: 3.70168 valid_1's rmse: 3.78626 [145] valid_0's rmse: 3.6994 valid_1's rmse: 3.78427 [146] valid_0's rmse: 3.6974 valid_1's rmse: 3.78385 [147] valid_0's rmse: 3.69586 valid_1's rmse: 3.78265 [148] valid_0's rmse: 3.69429 valid_1's rmse: 3.78231 [149] valid_0's rmse: 3.69292 valid_1's rmse: 3.78197 [150] valid_0's rmse: 3.69173 valid_1's rmse: 3.7819 [151] valid_0's rmse: 3.69035 valid_1's rmse: 3.78093 [152] valid_0's rmse: 3.68766 valid_1's rmse: 3.77873 [153] valid_0's rmse: 3.68569 valid_1's rmse: 3.77751 [154] valid_0's rmse: 3.68425 valid_1's rmse: 3.77666 [155] valid_0's rmse: 3.683 valid_1's rmse: 3.77606 [156] valid_0's rmse: 3.68112 valid_1's rmse: 3.77467 [157] valid_0's rmse: 3.67814 valid_1's rmse: 3.77303 [158] valid_0's rmse: 3.67606 valid_1's rmse: 3.77113 [159] valid_0's rmse: 3.67473 valid_1's rmse: 3.7709 [160] valid_0's rmse: 3.67327 valid_1's rmse: 3.77008 [161] valid_0's rmse: 3.67217 valid_1's rmse: 3.76963 [162] valid_0's rmse: 3.67122 valid_1's rmse: 3.76938 [163] valid_0's rmse: 3.66928 valid_1's rmse: 3.76809 [164] valid_0's rmse: 3.66782 valid_1's rmse: 3.76762 [165] valid_0's rmse: 3.66502 valid_1's rmse: 3.76525 [166] valid_0's rmse: 3.66373 valid_1's rmse: 3.76482 [167] valid_0's rmse: 3.66202 valid_1's rmse: 3.76336 [168] valid_0's rmse: 3.66026 valid_1's rmse: 3.76196 [169] valid_0's rmse: 3.65896 valid_1's rmse: 3.76137 [170] valid_0's rmse: 3.65744 valid_1's rmse: 3.76048 [171] valid_0's rmse: 3.65642 valid_1's rmse: 3.76015 [172] valid_0's rmse: 3.65519 valid_1's rmse: 3.7593 [173] valid_0's rmse: 3.65425 valid_1's rmse: 3.75915 [174] valid_0's rmse: 3.65307 valid_1's rmse: 3.75822 [175] valid_0's rmse: 3.6516 valid_1's rmse: 3.75769 [176] valid_0's rmse: 3.64998 valid_1's rmse: 3.75739 [177] valid_0's rmse: 3.64928 valid_1's rmse: 3.7572 [178] valid_0's rmse: 3.64835 valid_1's rmse: 3.75662 [179] valid_0's rmse: 3.64703 valid_1's rmse: 3.75548 [180] valid_0's rmse: 3.64607 valid_1's rmse: 3.75514 [181] valid_0's rmse: 3.64499 valid_1's rmse: 3.75449 [182] valid_0's rmse: 3.64367 valid_1's rmse: 3.7544 [183] valid_0's rmse: 3.64268 valid_1's rmse: 3.75404 [184] valid_0's rmse: 3.64164 valid_1's rmse: 3.75353 [185] valid_0's rmse: 3.64022 valid_1's rmse: 3.75309 [186] valid_0's rmse: 3.63817 valid_1's rmse: 3.75267 [187] valid_0's rmse: 3.63683 valid_1's rmse: 3.75161 [188] valid_0's rmse: 3.63603 valid_1's rmse: 3.75098 [189] valid_0's rmse: 3.63478 valid_1's rmse: 3.75039 [190] valid_0's rmse: 3.633 valid_1's rmse: 3.74969 [191] valid_0's rmse: 3.63217 valid_1's rmse: 3.74954 [192] valid_0's rmse: 3.63101 valid_1's rmse: 3.74913 [193] valid_0's rmse: 3.6301 valid_1's rmse: 3.74903 [194] valid_0's rmse: 3.62917 valid_1's rmse: 3.74917 [195] valid_0's rmse: 3.6281 valid_1's rmse: 3.74912 [196] valid_0's rmse: 3.62742 valid_1's rmse: 3.74901 [197] valid_0's rmse: 3.62581 valid_1's rmse: 3.74823 [198] valid_0's rmse: 3.62418 valid_1's rmse: 3.7471 [199] valid_0's rmse: 3.62273 valid_1's rmse: 3.74691 [200] valid_0's rmse: 3.6214 valid_1's rmse: 3.74596 [201] valid_0's rmse: 3.62015 valid_1's rmse: 3.74617 [202] valid_0's rmse: 3.61888 valid_1's rmse: 3.74553 [203] valid_0's rmse: 3.6176 valid_1's rmse: 3.74454 [204] valid_0's rmse: 3.61662 valid_1's rmse: 3.744 [205] valid_0's rmse: 3.61511 valid_1's rmse: 3.74325 [206] valid_0's rmse: 3.61347 valid_1's rmse: 3.74183 [207] valid_0's rmse: 3.61244 valid_1's rmse: 3.74155 [208] valid_0's rmse: 3.61168 valid_1's rmse: 3.74163 [209] valid_0's rmse: 3.61075 valid_1's rmse: 3.74159 [210] valid_0's rmse: 3.6087 valid_1's rmse: 3.7403 [211] valid_0's rmse: 3.60784 valid_1's rmse: 3.73973 [212] valid_0's rmse: 3.60667 valid_1's rmse: 3.73959 [213] valid_0's rmse: 3.60502 valid_1's rmse: 3.7388 [214] valid_0's rmse: 3.60366 valid_1's rmse: 3.73818 [215] valid_0's rmse: 3.60272 valid_1's rmse: 3.73796 [216] valid_0's rmse: 3.60161 valid_1's rmse: 3.73829 [217] valid_0's rmse: 3.60027 valid_1's rmse: 3.73825 [218] valid_0's rmse: 3.59928 valid_1's rmse: 3.73788 [219] valid_0's rmse: 3.59735 valid_1's rmse: 3.73618 [220] valid_0's rmse: 3.59679 valid_1's rmse: 3.73597 [221] valid_0's rmse: 3.59527 valid_1's rmse: 3.73603 [222] valid_0's rmse: 3.59434 valid_1's rmse: 3.73609 [223] valid_0's rmse: 3.59357 valid_1's rmse: 3.73567 [224] valid_0's rmse: 3.59233 valid_1's rmse: 3.73502 [225] valid_0's rmse: 3.5919 valid_1's rmse: 3.73492 [226] valid_0's rmse: 3.5909 valid_1's rmse: 3.7348 [227] valid_0's rmse: 3.59 valid_1's rmse: 3.73419 [228] valid_0's rmse: 3.58891 valid_1's rmse: 3.73336 [229] valid_0's rmse: 3.58789 valid_1's rmse: 3.73272 [230] valid_0's rmse: 3.58723 valid_1's rmse: 3.73285 [231] valid_0's rmse: 3.5867 valid_1's rmse: 3.73263 [232] valid_0's rmse: 3.58352 valid_1's rmse: 3.72984 [233] valid_0's rmse: 3.58231 valid_1's rmse: 3.72917 [234] valid_0's rmse: 3.58086 valid_1's rmse: 3.72826 [235] valid_0's rmse: 3.57963 valid_1's rmse: 3.72758 [236] valid_0's rmse: 3.57858 valid_1's rmse: 3.7271 [237] valid_0's rmse: 3.57814 valid_1's rmse: 3.72707 [238] valid_0's rmse: 3.57718 valid_1's rmse: 3.72667 [239] valid_0's rmse: 3.57401 valid_1's rmse: 3.72393 [240] valid_0's rmse: 3.57309 valid_1's rmse: 3.72367 [241] valid_0's rmse: 3.57182 valid_1's rmse: 3.72366 [242] valid_0's rmse: 3.57108 valid_1's rmse: 3.72343 [243] valid_0's rmse: 3.57001 valid_1's rmse: 3.72304 [244] valid_0's rmse: 3.56901 valid_1's rmse: 3.72268 [245] valid_0's rmse: 3.56777 valid_1's rmse: 3.7224 [246] valid_0's rmse: 3.56687 valid_1's rmse: 3.72186 [247] valid_0's rmse: 3.56558 valid_1's rmse: 3.72183 [248] valid_0's rmse: 3.56464 valid_1's rmse: 3.72109 [249] valid_0's rmse: 3.5637 valid_1's rmse: 3.72116 [250] valid_0's rmse: 3.56278 valid_1's rmse: 3.72095 [251] valid_0's rmse: 3.5618 valid_1's rmse: 3.7211 [252] valid_0's rmse: 3.56104 valid_1's rmse: 3.72125 [253] valid_0's rmse: 3.56018 valid_1's rmse: 3.72133 [254] valid_0's rmse: 3.55927 valid_1's rmse: 3.72063 [255] valid_0's rmse: 3.55831 valid_1's rmse: 3.72024 [256] valid_0's rmse: 3.55756 valid_1's rmse: 3.72024 [257] valid_0's rmse: 3.55661 valid_1's rmse: 3.72105 [258] valid_0's rmse: 3.5562 valid_1's rmse: 3.72091 [259] valid_0's rmse: 3.55531 valid_1's rmse: 3.72031 [260] valid_0's rmse: 3.55414 valid_1's rmse: 3.71949 [261] valid_0's rmse: 3.55315 valid_1's rmse: 3.71882 [262] valid_0's rmse: 3.55221 valid_1's rmse: 3.71872 [263] valid_0's rmse: 3.55113 valid_1's rmse: 3.71866 [264] valid_0's rmse: 3.55053 valid_1's rmse: 3.7184 [265] valid_0's rmse: 3.54929 valid_1's rmse: 3.71731 [266] valid_0's rmse: 3.54857 valid_1's rmse: 3.7171 [267] valid_0's rmse: 3.54787 valid_1's rmse: 3.71689 [268] valid_0's rmse: 3.54756 valid_1's rmse: 3.71673 [269] valid_0's rmse: 3.54672 valid_1's rmse: 3.71653 [270] valid_0's rmse: 3.54595 valid_1's rmse: 3.71625 [271] valid_0's rmse: 3.54503 valid_1's rmse: 3.71648 [272] valid_0's rmse: 3.54405 valid_1's rmse: 3.71623 [273] valid_0's rmse: 3.54352 valid_1's rmse: 3.71612 [274] valid_0's rmse: 3.54307 valid_1's rmse: 3.716 [275] valid_0's rmse: 3.54219 valid_1's rmse: 3.71628 [276] valid_0's rmse: 3.54146 valid_1's rmse: 3.71572 [277] valid_0's rmse: 3.54075 valid_1's rmse: 3.71541 [278] valid_0's rmse: 3.54015 valid_1's rmse: 3.71518 [279] valid_0's rmse: 3.53929 valid_1's rmse: 3.71507 [280] valid_0's rmse: 3.5383 valid_1's rmse: 3.71511 [281] valid_0's rmse: 3.53744 valid_1's rmse: 3.71478 [282] valid_0's rmse: 3.53608 valid_1's rmse: 3.71485 [283] valid_0's rmse: 3.53485 valid_1's rmse: 3.71455 [284] valid_0's rmse: 3.53413 valid_1's rmse: 3.71426 [285] valid_0's rmse: 3.53306 valid_1's rmse: 3.71455 [286] valid_0's rmse: 3.53211 valid_1's rmse: 3.71371 [287] valid_0's rmse: 3.53154 valid_1's rmse: 3.71354 [288] valid_0's rmse: 3.53055 valid_1's rmse: 3.71383 [289] valid_0's rmse: 3.52991 valid_1's rmse: 3.71396 [290] valid_0's rmse: 3.52942 valid_1's rmse: 3.71376 [291] valid_0's rmse: 3.52817 valid_1's rmse: 3.71271 [292] valid_0's rmse: 3.52712 valid_1's rmse: 3.71214 [293] valid_0's rmse: 3.52652 valid_1's rmse: 3.71187 [294] valid_0's rmse: 3.52566 valid_1's rmse: 3.71192 [295] valid_0's rmse: 3.52498 valid_1's rmse: 3.71191 [296] valid_0's rmse: 3.52422 valid_1's rmse: 3.71149 [297] valid_0's rmse: 3.52351 valid_1's rmse: 3.71141 [298] valid_0's rmse: 3.52272 valid_1's rmse: 3.71084 [299] valid_0's rmse: 3.52211 valid_1's rmse: 3.71077 [300] valid_0's rmse: 3.52116 valid_1's rmse: 3.7108 [301] valid_0's rmse: 3.52049 valid_1's rmse: 3.71112 [302] valid_0's rmse: 3.51941 valid_1's rmse: 3.7111 [303] valid_0's rmse: 3.51857 valid_1's rmse: 3.71091 [304] valid_0's rmse: 3.51779 valid_1's rmse: 3.71125 [305] valid_0's rmse: 3.51705 valid_1's rmse: 3.71093 [306] valid_0's rmse: 3.51597 valid_1's rmse: 3.71005 [307] valid_0's rmse: 3.51481 valid_1's rmse: 3.70922 [308] valid_0's rmse: 3.51426 valid_1's rmse: 3.70962 [309] valid_0's rmse: 3.51348 valid_1's rmse: 3.70943 [310] valid_0's rmse: 3.51258 valid_1's rmse: 3.7088 [311] valid_0's rmse: 3.51179 valid_1's rmse: 3.70958 [312] valid_0's rmse: 3.51128 valid_1's rmse: 3.70943 [313] valid_0's rmse: 3.51061 valid_1's rmse: 3.70894 [314] valid_0's rmse: 3.51026 valid_1's rmse: 3.70893 [315] valid_0's rmse: 3.50938 valid_1's rmse: 3.7092 [316] valid_0's rmse: 3.50892 valid_1's rmse: 3.70932 [317] valid_0's rmse: 3.5083 valid_1's rmse: 3.7092 [318] valid_0's rmse: 3.50747 valid_1's rmse: 3.70888 [319] valid_0's rmse: 3.50689 valid_1's rmse: 3.70887 [320] valid_0's rmse: 3.50604 valid_1's rmse: 3.70844 [321] valid_0's rmse: 3.50535 valid_1's rmse: 3.70835 [322] valid_0's rmse: 3.50431 valid_1's rmse: 3.70822 [323] valid_0's rmse: 3.503 valid_1's rmse: 3.7079 [324] valid_0's rmse: 3.50242 valid_1's rmse: 3.7082 [325] valid_0's rmse: 3.50192 valid_1's rmse: 3.70799 [326] valid_0's rmse: 3.50144 valid_1's rmse: 3.70775 [327] valid_0's rmse: 3.50094 valid_1's rmse: 3.70781 [328] valid_0's rmse: 3.50001 valid_1's rmse: 3.70747 [329] valid_0's rmse: 3.49958 valid_1's rmse: 3.70735 [330] valid_0's rmse: 3.49902 valid_1's rmse: 3.70703 [331] valid_0's rmse: 3.4984 valid_1's rmse: 3.70675 [332] valid_0's rmse: 3.49784 valid_1's rmse: 3.70679 [333] valid_0's rmse: 3.49734 valid_1's rmse: 3.70696 [334] valid_0's rmse: 3.497 valid_1's rmse: 3.70683 [335] valid_0's rmse: 3.49633 valid_1's rmse: 3.70649 [336] valid_0's rmse: 3.49545 valid_1's rmse: 3.70577 [337] valid_0's rmse: 3.49505 valid_1's rmse: 3.70571 [338] valid_0's rmse: 3.49439 valid_1's rmse: 3.70529 [339] valid_0's rmse: 3.49344 valid_1's rmse: 3.70463 [340] valid_0's rmse: 3.49291 valid_1's rmse: 3.70454 [341] valid_0's rmse: 3.49222 valid_1's rmse: 3.70409 [342] valid_0's rmse: 3.49167 valid_1's rmse: 3.70381 [343] valid_0's rmse: 3.49107 valid_1's rmse: 3.70385 [344] valid_0's rmse: 3.49023 valid_1's rmse: 3.7033 [345] valid_0's rmse: 3.48966 valid_1's rmse: 3.70324 [346] valid_0's rmse: 3.48884 valid_1's rmse: 3.70339 [347] valid_0's rmse: 3.48795 valid_1's rmse: 3.70331 [348] valid_0's rmse: 3.48728 valid_1's rmse: 3.70324 [349] valid_0's rmse: 3.48644 valid_1's rmse: 3.7032 [350] valid_0's rmse: 3.48565 valid_1's rmse: 3.703 [351] valid_0's rmse: 3.485 valid_1's rmse: 3.7028 [352] valid_0's rmse: 3.48435 valid_1's rmse: 3.70246 [353] valid_0's rmse: 3.48354 valid_1's rmse: 3.70214 [354] valid_0's rmse: 3.48236 valid_1's rmse: 3.70151 [355] valid_0's rmse: 3.4818 valid_1's rmse: 3.70136 [356] valid_0's rmse: 3.48066 valid_1's rmse: 3.70113 [357] valid_0's rmse: 3.48014 valid_1's rmse: 3.7012 [358] valid_0's rmse: 3.47967 valid_1's rmse: 3.70084 [359] valid_0's rmse: 3.47878 valid_1's rmse: 3.70035 [360] valid_0's rmse: 3.47822 valid_1's rmse: 3.70027 [361] valid_0's rmse: 3.47761 valid_1's rmse: 3.70035 [362] valid_0's rmse: 3.47623 valid_1's rmse: 3.6998 [363] valid_0's rmse: 3.47568 valid_1's rmse: 3.69936 [364] valid_0's rmse: 3.47481 valid_1's rmse: 3.69931 [365] valid_0's rmse: 3.47402 valid_1's rmse: 3.69964 [366] valid_0's rmse: 3.47358 valid_1's rmse: 3.69954 [367] valid_0's rmse: 3.473 valid_1's rmse: 3.69973 [368] valid_0's rmse: 3.47234 valid_1's rmse: 3.69929 [369] valid_0's rmse: 3.47178 valid_1's rmse: 3.69883 [370] valid_0's rmse: 3.47132 valid_1's rmse: 3.69876 [371] valid_0's rmse: 3.47101 valid_1's rmse: 3.6988 [372] valid_0's rmse: 3.47024 valid_1's rmse: 3.69853 [373] valid_0's rmse: 3.46977 valid_1's rmse: 3.69868 [374] valid_0's rmse: 3.46922 valid_1's rmse: 3.69875 [375] valid_0's rmse: 3.46891 valid_1's rmse: 3.69878 [376] valid_0's rmse: 3.46818 valid_1's rmse: 3.6986 [377] valid_0's rmse: 3.46776 valid_1's rmse: 3.69865 [378] valid_0's rmse: 3.46726 valid_1's rmse: 3.69842 [379] valid_0's rmse: 3.46618 valid_1's rmse: 3.69746 [380] valid_0's rmse: 3.4654 valid_1's rmse: 3.69714 [381] valid_0's rmse: 3.46481 valid_1's rmse: 3.69719 [382] valid_0's rmse: 3.46427 valid_1's rmse: 3.69681 [383] valid_0's rmse: 3.46345 valid_1's rmse: 3.6964 [384] valid_0's rmse: 3.4628 valid_1's rmse: 3.69624 [385] valid_0's rmse: 3.46208 valid_1's rmse: 3.69624 [386] valid_0's rmse: 3.46155 valid_1's rmse: 3.6962 [387] valid_0's rmse: 3.46121 valid_1's rmse: 3.69626 [388] valid_0's rmse: 3.46025 valid_1's rmse: 3.69623 [389] valid_0's rmse: 3.4596 valid_1's rmse: 3.69607 [390] valid_0's rmse: 3.45893 valid_1's rmse: 3.69582 [391] valid_0's rmse: 3.45825 valid_1's rmse: 3.69577 [392] valid_0's rmse: 3.45788 valid_1's rmse: 3.69579 [393] valid_0's rmse: 3.45734 valid_1's rmse: 3.6954 [394] valid_0's rmse: 3.45703 valid_1's rmse: 3.69533 [395] valid_0's rmse: 3.45665 valid_1's rmse: 3.69507 [396] valid_0's rmse: 3.45614 valid_1's rmse: 3.69472 [397] valid_0's rmse: 3.45546 valid_1's rmse: 3.69436 [398] valid_0's rmse: 3.45446 valid_1's rmse: 3.69349 [399] valid_0's rmse: 3.45385 valid_1's rmse: 3.69359 [400] valid_0's rmse: 3.45348 valid_1's rmse: 3.6935 [401] valid_0's rmse: 3.45275 valid_1's rmse: 3.69372 [402] valid_0's rmse: 3.45215 valid_1's rmse: 3.69403 [403] valid_0's rmse: 3.45153 valid_1's rmse: 3.69447 [404] valid_0's rmse: 3.45091 valid_1's rmse: 3.69473 [405] valid_0's rmse: 3.45027 valid_1's rmse: 3.69481 [406] valid_0's rmse: 3.44954 valid_1's rmse: 3.69458 [407] valid_0's rmse: 3.4491 valid_1's rmse: 3.69429 [408] valid_0's rmse: 3.44868 valid_1's rmse: 3.6942 [409] valid_0's rmse: 3.44816 valid_1's rmse: 3.69443 [410] valid_0's rmse: 3.4479 valid_1's rmse: 3.69442 [411] valid_0's rmse: 3.44719 valid_1's rmse: 3.69493 [412] valid_0's rmse: 3.44641 valid_1's rmse: 3.69461 [413] valid_0's rmse: 3.44574 valid_1's rmse: 3.69479 [414] valid_0's rmse: 3.44529 valid_1's rmse: 3.69458 [415] valid_0's rmse: 3.44473 valid_1's rmse: 3.69429 [416] valid_0's rmse: 3.44399 valid_1's rmse: 3.69421 [417] valid_0's rmse: 3.44367 valid_1's rmse: 3.6941 [418] valid_0's rmse: 3.44339 valid_1's rmse: 3.69396 Early stopping, best iteration is: [398] valid_0's rmse: 3.45446 valid_1's rmse: 3.69349 SCORE: 3.6934893267775113 [1] valid_0's rmse: 8.96422 valid_1's rmse: 8.92342 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37667 valid_1's rmse: 8.33771 [3] valid_0's rmse: 7.85257 valid_1's rmse: 7.81474 [4] valid_0's rmse: 7.39813 valid_1's rmse: 7.36192 [5] valid_0's rmse: 7.00294 valid_1's rmse: 6.96786 [6] valid_0's rmse: 6.65632 valid_1's rmse: 6.62314 [7] valid_0's rmse: 6.37002 valid_1's rmse: 6.33847 [8] valid_0's rmse: 6.11162 valid_1's rmse: 6.08011 [9] valid_0's rmse: 5.88355 valid_1's rmse: 5.85192 [10] valid_0's rmse: 5.67819 valid_1's rmse: 5.64736 [11] valid_0's rmse: 5.49818 valid_1's rmse: 5.46821 [12] valid_0's rmse: 5.34964 valid_1's rmse: 5.32063 [13] valid_0's rmse: 5.22004 valid_1's rmse: 5.1918 [14] valid_0's rmse: 5.1011 valid_1's rmse: 5.07399 [15] valid_0's rmse: 4.99617 valid_1's rmse: 4.97004 [16] valid_0's rmse: 4.90249 valid_1's rmse: 4.87694 [17] valid_0's rmse: 4.83062 valid_1's rmse: 4.80581 [18] valid_0's rmse: 4.74235 valid_1's rmse: 4.71875 [19] valid_0's rmse: 4.67914 valid_1's rmse: 4.65664 [20] valid_0's rmse: 4.61929 valid_1's rmse: 4.59649 [21] valid_0's rmse: 4.5622 valid_1's rmse: 4.53931 [22] valid_0's rmse: 4.52055 valid_1's rmse: 4.49871 [23] valid_0's rmse: 4.48086 valid_1's rmse: 4.45975 [24] valid_0's rmse: 4.45078 valid_1's rmse: 4.43096 [25] valid_0's rmse: 4.41566 valid_1's rmse: 4.3964 [26] valid_0's rmse: 4.37938 valid_1's rmse: 4.3606 [27] valid_0's rmse: 4.35421 valid_1's rmse: 4.33579 [28] valid_0's rmse: 4.31909 valid_1's rmse: 4.30101 [29] valid_0's rmse: 4.29202 valid_1's rmse: 4.27396 [30] valid_0's rmse: 4.27727 valid_1's rmse: 4.25971 [31] valid_0's rmse: 4.25376 valid_1's rmse: 4.23707 [32] valid_0's rmse: 4.2321 valid_1's rmse: 4.21615 [33] valid_0's rmse: 4.22188 valid_1's rmse: 4.20681 [34] valid_0's rmse: 4.19792 valid_1's rmse: 4.18348 [35] valid_0's rmse: 4.176 valid_1's rmse: 4.16263 [36] valid_0's rmse: 4.16956 valid_1's rmse: 4.15677 [37] valid_0's rmse: 4.16039 valid_1's rmse: 4.14868 [38] valid_0's rmse: 4.14303 valid_1's rmse: 4.13211 [39] valid_0's rmse: 4.13744 valid_1's rmse: 4.12766 [40] valid_0's rmse: 4.12996 valid_1's rmse: 4.1207 [41] valid_0's rmse: 4.12402 valid_1's rmse: 4.11551 [42] valid_0's rmse: 4.11164 valid_1's rmse: 4.10489 [43] valid_0's rmse: 4.10193 valid_1's rmse: 4.09605 [44] valid_0's rmse: 4.09102 valid_1's rmse: 4.08593 [45] valid_0's rmse: 4.08014 valid_1's rmse: 4.07723 [46] valid_0's rmse: 4.07541 valid_1's rmse: 4.07354 [47] valid_0's rmse: 4.06547 valid_1's rmse: 4.06403 [48] valid_0's rmse: 4.05248 valid_1's rmse: 4.05158 [49] valid_0's rmse: 4.04888 valid_1's rmse: 4.04891 [50] valid_0's rmse: 4.0381 valid_1's rmse: 4.03855 [51] valid_0's rmse: 4.031 valid_1's rmse: 4.03191 [52] valid_0's rmse: 4.02318 valid_1's rmse: 4.02566 [53] valid_0's rmse: 4.01732 valid_1's rmse: 4.02107 [54] valid_0's rmse: 4.0042 valid_1's rmse: 4.00807 [55] valid_0's rmse: 3.99877 valid_1's rmse: 4.00389 [56] valid_0's rmse: 3.98878 valid_1's rmse: 3.99482 [57] valid_0's rmse: 3.98342 valid_1's rmse: 3.99001 [58] valid_0's rmse: 3.97855 valid_1's rmse: 3.98638 [59] valid_0's rmse: 3.97157 valid_1's rmse: 3.97986 [60] valid_0's rmse: 3.96685 valid_1's rmse: 3.9759 [61] valid_0's rmse: 3.96229 valid_1's rmse: 3.97237 [62] valid_0's rmse: 3.95783 valid_1's rmse: 3.96888 [63] valid_0's rmse: 3.95469 valid_1's rmse: 3.96603 [64] valid_0's rmse: 3.95074 valid_1's rmse: 3.96362 [65] valid_0's rmse: 3.94702 valid_1's rmse: 3.96043 [66] valid_0's rmse: 3.94263 valid_1's rmse: 3.95704 [67] valid_0's rmse: 3.93633 valid_1's rmse: 3.95131 [68] valid_0's rmse: 3.93299 valid_1's rmse: 3.9489 [69] valid_0's rmse: 3.92467 valid_1's rmse: 3.94112 [70] valid_0's rmse: 3.92212 valid_1's rmse: 3.93953 [71] valid_0's rmse: 3.9183 valid_1's rmse: 3.93633 [72] valid_0's rmse: 3.91312 valid_1's rmse: 3.93268 [73] valid_0's rmse: 3.91075 valid_1's rmse: 3.9318 [74] valid_0's rmse: 3.90637 valid_1's rmse: 3.9289 [75] valid_0's rmse: 3.89989 valid_1's rmse: 3.9236 [76] valid_0's rmse: 3.8969 valid_1's rmse: 3.92149 [77] valid_0's rmse: 3.89386 valid_1's rmse: 3.91979 [78] valid_0's rmse: 3.88899 valid_1's rmse: 3.91539 [79] valid_0's rmse: 3.88348 valid_1's rmse: 3.91033 [80] valid_0's rmse: 3.87584 valid_1's rmse: 3.90289 [81] valid_0's rmse: 3.86861 valid_1's rmse: 3.89627 [82] valid_0's rmse: 3.86481 valid_1's rmse: 3.89365 [83] valid_0's rmse: 3.86155 valid_1's rmse: 3.89216 [84] valid_0's rmse: 3.85791 valid_1's rmse: 3.88892 [85] valid_0's rmse: 3.85536 valid_1's rmse: 3.88686 [86] valid_0's rmse: 3.85337 valid_1's rmse: 3.8856 [87] valid_0's rmse: 3.84935 valid_1's rmse: 3.88245 [88] valid_0's rmse: 3.84446 valid_1's rmse: 3.87701 [89] valid_0's rmse: 3.84146 valid_1's rmse: 3.87528 [90] valid_0's rmse: 3.8393 valid_1's rmse: 3.87438 [91] valid_0's rmse: 3.83582 valid_1's rmse: 3.87164 [92] valid_0's rmse: 3.83299 valid_1's rmse: 3.87022 [93] valid_0's rmse: 3.83031 valid_1's rmse: 3.86798 [94] valid_0's rmse: 3.82513 valid_1's rmse: 3.8631 [95] valid_0's rmse: 3.8235 valid_1's rmse: 3.86222 [96] valid_0's rmse: 3.82128 valid_1's 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valid_0's rmse: 3.51815 valid_1's rmse: 3.70444 [339] valid_0's rmse: 3.5178 valid_1's rmse: 3.70449 [340] valid_0's rmse: 3.51745 valid_1's rmse: 3.70427 [341] valid_0's rmse: 3.5168 valid_1's rmse: 3.70404 [342] valid_0's rmse: 3.51616 valid_1's rmse: 3.70439 [343] valid_0's rmse: 3.5157 valid_1's rmse: 3.7042 [344] valid_0's rmse: 3.51512 valid_1's rmse: 3.70422 [345] valid_0's rmse: 3.51436 valid_1's rmse: 3.70403 [346] valid_0's rmse: 3.51387 valid_1's rmse: 3.70386 [347] valid_0's rmse: 3.51293 valid_1's rmse: 3.70326 [348] valid_0's rmse: 3.51206 valid_1's rmse: 3.70291 [349] valid_0's rmse: 3.5111 valid_1's rmse: 3.70231 [350] valid_0's rmse: 3.51052 valid_1's rmse: 3.70196 [351] valid_0's rmse: 3.50964 valid_1's rmse: 3.70132 [352] valid_0's rmse: 3.50907 valid_1's rmse: 3.70089 [353] valid_0's rmse: 3.50856 valid_1's rmse: 3.70091 [354] valid_0's rmse: 3.50772 valid_1's rmse: 3.70043 [355] valid_0's rmse: 3.50681 valid_1's rmse: 3.70039 [356] valid_0's rmse: 3.50621 valid_1's rmse: 3.69992 [357] valid_0's rmse: 3.50565 valid_1's rmse: 3.69985 [358] valid_0's rmse: 3.50526 valid_1's rmse: 3.6998 [359] valid_0's rmse: 3.50489 valid_1's rmse: 3.69958 [360] valid_0's rmse: 3.50407 valid_1's rmse: 3.69953 [361] valid_0's rmse: 3.50339 valid_1's rmse: 3.69941 [362] valid_0's rmse: 3.50252 valid_1's rmse: 3.69902 [363] valid_0's rmse: 3.50208 valid_1's rmse: 3.69926 [364] valid_0's rmse: 3.50127 valid_1's rmse: 3.69976 [365] valid_0's rmse: 3.50038 valid_1's rmse: 3.69976 [366] valid_0's rmse: 3.49965 valid_1's rmse: 3.69954 [367] valid_0's rmse: 3.49941 valid_1's rmse: 3.69951 [368] valid_0's rmse: 3.49911 valid_1's rmse: 3.69942 [369] valid_0's rmse: 3.4986 valid_1's rmse: 3.69935 [370] valid_0's rmse: 3.49796 valid_1's rmse: 3.69938 [371] valid_0's rmse: 3.49752 valid_1's rmse: 3.69946 [372] valid_0's rmse: 3.49695 valid_1's rmse: 3.69918 [373] valid_0's rmse: 3.4965 valid_1's rmse: 3.69896 [374] valid_0's rmse: 3.49607 valid_1's rmse: 3.69883 [375] valid_0's rmse: 3.49528 valid_1's rmse: 3.69888 [376] valid_0's rmse: 3.49467 valid_1's rmse: 3.69888 [377] valid_0's rmse: 3.49407 valid_1's rmse: 3.69861 [378] valid_0's rmse: 3.49375 valid_1's rmse: 3.69857 [379] valid_0's rmse: 3.49312 valid_1's rmse: 3.69846 [380] valid_0's rmse: 3.4927 valid_1's rmse: 3.69826 [381] valid_0's rmse: 3.49223 valid_1's rmse: 3.6983 [382] valid_0's rmse: 3.49165 valid_1's rmse: 3.69844 [383] valid_0's rmse: 3.4912 valid_1's rmse: 3.69825 [384] valid_0's rmse: 3.49069 valid_1's rmse: 3.69828 [385] valid_0's rmse: 3.49007 valid_1's rmse: 3.69826 [386] valid_0's rmse: 3.48968 valid_1's rmse: 3.69809 [387] valid_0's rmse: 3.48902 valid_1's rmse: 3.69793 [388] valid_0's rmse: 3.48834 valid_1's rmse: 3.69804 [389] valid_0's rmse: 3.48797 valid_1's rmse: 3.69813 [390] valid_0's rmse: 3.48767 valid_1's rmse: 3.69806 [391] valid_0's rmse: 3.48707 valid_1's rmse: 3.69792 [392] valid_0's rmse: 3.48659 valid_1's rmse: 3.69829 [393] valid_0's rmse: 3.48609 valid_1's rmse: 3.69841 [394] valid_0's rmse: 3.48554 valid_1's rmse: 3.69823 [395] valid_0's rmse: 3.48499 valid_1's rmse: 3.6981 [396] valid_0's rmse: 3.48449 valid_1's rmse: 3.69809 [397] valid_0's rmse: 3.48405 valid_1's rmse: 3.69784 [398] valid_0's rmse: 3.48242 valid_1's rmse: 3.69684 [399] valid_0's rmse: 3.48192 valid_1's rmse: 3.69689 [400] valid_0's rmse: 3.48168 valid_1's rmse: 3.69696 [401] valid_0's rmse: 3.48085 valid_1's rmse: 3.69705 [402] valid_0's rmse: 3.48031 valid_1's rmse: 3.69706 [403] valid_0's rmse: 3.47958 valid_1's rmse: 3.69725 [404] valid_0's rmse: 3.47914 valid_1's rmse: 3.69721 [405] valid_0's rmse: 3.47854 valid_1's rmse: 3.69702 [406] valid_0's rmse: 3.47813 valid_1's rmse: 3.69674 [407] valid_0's rmse: 3.47769 valid_1's rmse: 3.69675 [408] valid_0's rmse: 3.47731 valid_1's rmse: 3.69676 [409] valid_0's rmse: 3.47688 valid_1's rmse: 3.69697 [410] valid_0's rmse: 3.4764 valid_1's rmse: 3.69694 [411] valid_0's rmse: 3.47578 valid_1's rmse: 3.69673 [412] valid_0's rmse: 3.47528 valid_1's rmse: 3.69649 [413] valid_0's rmse: 3.47491 valid_1's rmse: 3.69633 [414] valid_0's rmse: 3.47454 valid_1's rmse: 3.69643 [415] valid_0's rmse: 3.47397 valid_1's rmse: 3.69626 [416] valid_0's rmse: 3.4736 valid_1's rmse: 3.69631 [417] valid_0's rmse: 3.47332 valid_1's rmse: 3.69626 [418] valid_0's rmse: 3.47249 valid_1's rmse: 3.69599 [419] valid_0's rmse: 3.47214 valid_1's rmse: 3.69607 [420] valid_0's rmse: 3.47153 valid_1's rmse: 3.69586 [421] valid_0's rmse: 3.47116 valid_1's rmse: 3.69581 [422] valid_0's rmse: 3.47065 valid_1's rmse: 3.69596 [423] valid_0's rmse: 3.47013 valid_1's rmse: 3.69606 [424] valid_0's rmse: 3.46982 valid_1's rmse: 3.69593 [425] valid_0's rmse: 3.46932 valid_1's rmse: 3.696 [426] valid_0's rmse: 3.46832 valid_1's rmse: 3.69521 [427] valid_0's rmse: 3.468 valid_1's rmse: 3.69502 [428] valid_0's rmse: 3.46753 valid_1's rmse: 3.69515 [429] valid_0's rmse: 3.46705 valid_1's rmse: 3.69521 [430] valid_0's rmse: 3.46647 valid_1's rmse: 3.69502 [431] valid_0's rmse: 3.46569 valid_1's rmse: 3.69507 [432] valid_0's rmse: 3.46524 valid_1's rmse: 3.69502 [433] valid_0's rmse: 3.46477 valid_1's rmse: 3.69481 [434] valid_0's rmse: 3.46428 valid_1's rmse: 3.69469 [435] valid_0's rmse: 3.46356 valid_1's rmse: 3.69414 [436] valid_0's rmse: 3.4627 valid_1's rmse: 3.69463 [437] valid_0's rmse: 3.46192 valid_1's rmse: 3.69418 [438] valid_0's rmse: 3.46095 valid_1's rmse: 3.69333 [439] valid_0's rmse: 3.46015 valid_1's rmse: 3.69268 [440] valid_0's rmse: 3.45959 valid_1's rmse: 3.69236 [441] valid_0's rmse: 3.4589 valid_1's rmse: 3.69244 [442] valid_0's rmse: 3.45846 valid_1's rmse: 3.69262 [443] valid_0's rmse: 3.4577 valid_1's rmse: 3.69291 [444] valid_0's rmse: 3.45744 valid_1's rmse: 3.6929 [445] valid_0's rmse: 3.45688 valid_1's rmse: 3.69262 [446] valid_0's rmse: 3.45645 valid_1's rmse: 3.69291 [447] valid_0's rmse: 3.45555 valid_1's rmse: 3.69254 [448] valid_0's rmse: 3.45523 valid_1's rmse: 3.69238 [449] valid_0's rmse: 3.45454 valid_1's rmse: 3.692 [450] valid_0's rmse: 3.45427 valid_1's rmse: 3.69201 [451] valid_0's rmse: 3.45387 valid_1's rmse: 3.69185 [452] valid_0's rmse: 3.45345 valid_1's rmse: 3.69162 [453] valid_0's rmse: 3.45304 valid_1's rmse: 3.6917 [454] valid_0's rmse: 3.4527 valid_1's rmse: 3.69169 [455] valid_0's rmse: 3.4522 valid_1's rmse: 3.69157 [456] valid_0's rmse: 3.45172 valid_1's rmse: 3.6915 [457] valid_0's rmse: 3.4513 valid_1's rmse: 3.69125 [458] valid_0's rmse: 3.45088 valid_1's rmse: 3.69108 [459] valid_0's rmse: 3.45011 valid_1's rmse: 3.69048 [460] valid_0's rmse: 3.44973 valid_1's rmse: 3.69049 [461] valid_0's rmse: 3.44916 valid_1's rmse: 3.6901 [462] valid_0's rmse: 3.44871 valid_1's rmse: 3.68999 [463] valid_0's rmse: 3.44815 valid_1's rmse: 3.68984 [464] valid_0's rmse: 3.44799 valid_1's rmse: 3.68983 [465] valid_0's rmse: 3.44755 valid_1's rmse: 3.68953 [466] valid_0's rmse: 3.447 valid_1's rmse: 3.68938 [467] valid_0's rmse: 3.44654 valid_1's rmse: 3.6893 [468] valid_0's rmse: 3.44611 valid_1's rmse: 3.68909 [469] valid_0's rmse: 3.44575 valid_1's rmse: 3.68911 [470] valid_0's rmse: 3.44525 valid_1's rmse: 3.6891 [471] valid_0's rmse: 3.44476 valid_1's rmse: 3.68914 [472] valid_0's rmse: 3.44421 valid_1's rmse: 3.68893 [473] valid_0's rmse: 3.44392 valid_1's rmse: 3.68907 [474] valid_0's rmse: 3.4434 valid_1's rmse: 3.68903 [475] valid_0's rmse: 3.44285 valid_1's rmse: 3.68899 [476] valid_0's rmse: 3.44243 valid_1's rmse: 3.689 [477] valid_0's rmse: 3.44193 valid_1's rmse: 3.689 [478] valid_0's rmse: 3.44097 valid_1's rmse: 3.68859 [479] valid_0's rmse: 3.44045 valid_1's rmse: 3.68856 [480] valid_0's rmse: 3.44007 valid_1's rmse: 3.68849 [481] valid_0's rmse: 3.43973 valid_1's rmse: 3.68858 [482] valid_0's rmse: 3.43947 valid_1's rmse: 3.68864 [483] valid_0's rmse: 3.43894 valid_1's rmse: 3.68866 [484] valid_0's rmse: 3.43862 valid_1's rmse: 3.68865 [485] valid_0's rmse: 3.4383 valid_1's rmse: 3.6885 [486] valid_0's rmse: 3.43771 valid_1's rmse: 3.68829 [487] valid_0's rmse: 3.43714 valid_1's rmse: 3.6882 [488] valid_0's rmse: 3.43659 valid_1's rmse: 3.68797 [489] valid_0's rmse: 3.43632 valid_1's rmse: 3.6879 [490] valid_0's rmse: 3.43589 valid_1's rmse: 3.68783 [491] valid_0's rmse: 3.4355 valid_1's rmse: 3.68774 [492] valid_0's rmse: 3.43487 valid_1's rmse: 3.68781 [493] valid_0's rmse: 3.43438 valid_1's rmse: 3.68768 [494] valid_0's rmse: 3.43388 valid_1's rmse: 3.68767 [495] valid_0's rmse: 3.43367 valid_1's rmse: 3.68756 [496] valid_0's rmse: 3.43331 valid_1's rmse: 3.68764 [497] valid_0's rmse: 3.43294 valid_1's rmse: 3.68759 [498] valid_0's rmse: 3.43249 valid_1's rmse: 3.6873 [499] valid_0's rmse: 3.43207 valid_1's rmse: 3.68726 [500] valid_0's rmse: 3.43163 valid_1's rmse: 3.68724 [501] valid_0's rmse: 3.43115 valid_1's rmse: 3.68717 [502] valid_0's rmse: 3.43082 valid_1's rmse: 3.68695 [503] valid_0's rmse: 3.43029 valid_1's rmse: 3.68662 [504] valid_0's rmse: 3.42988 valid_1's rmse: 3.68676 [505] valid_0's rmse: 3.42943 valid_1's rmse: 3.68701 [506] valid_0's rmse: 3.42896 valid_1's rmse: 3.68683 [507] valid_0's rmse: 3.42838 valid_1's rmse: 3.68683 [508] valid_0's rmse: 3.4281 valid_1's rmse: 3.6866 [509] valid_0's rmse: 3.42776 valid_1's rmse: 3.68656 [510] valid_0's rmse: 3.42743 valid_1's rmse: 3.68675 [511] valid_0's rmse: 3.42701 valid_1's rmse: 3.68661 [512] valid_0's rmse: 3.42659 valid_1's rmse: 3.68668 [513] valid_0's rmse: 3.42635 valid_1's rmse: 3.68668 [514] valid_0's rmse: 3.4261 valid_1's rmse: 3.68663 [515] valid_0's rmse: 3.42561 valid_1's rmse: 3.6866 [516] valid_0's rmse: 3.42509 valid_1's rmse: 3.68648 [517] valid_0's rmse: 3.42474 valid_1's rmse: 3.68645 [518] valid_0's rmse: 3.42417 valid_1's rmse: 3.68649 [519] valid_0's rmse: 3.42327 valid_1's rmse: 3.68622 [520] valid_0's rmse: 3.42279 valid_1's rmse: 3.68601 [521] valid_0's rmse: 3.42235 valid_1's rmse: 3.68587 [522] valid_0's rmse: 3.42177 valid_1's rmse: 3.6858 [523] valid_0's rmse: 3.42124 valid_1's rmse: 3.68586 [524] valid_0's rmse: 3.42092 valid_1's rmse: 3.68589 [525] valid_0's rmse: 3.42063 valid_1's rmse: 3.68574 [526] valid_0's rmse: 3.42002 valid_1's rmse: 3.68593 [527] valid_0's rmse: 3.41972 valid_1's rmse: 3.68583 [528] valid_0's rmse: 3.41923 valid_1's rmse: 3.68607 [529] valid_0's rmse: 3.41873 valid_1's rmse: 3.68602 [530] valid_0's rmse: 3.41827 valid_1's rmse: 3.68612 [531] valid_0's rmse: 3.41792 valid_1's rmse: 3.68593 [532] valid_0's rmse: 3.41742 valid_1's rmse: 3.68561 [533] valid_0's rmse: 3.41676 valid_1's rmse: 3.68527 [534] valid_0's rmse: 3.41621 valid_1's rmse: 3.68496 [535] valid_0's rmse: 3.41603 valid_1's rmse: 3.68497 [536] valid_0's rmse: 3.4157 valid_1's rmse: 3.68472 [537] valid_0's rmse: 3.41523 valid_1's rmse: 3.68476 [538] valid_0's rmse: 3.41479 valid_1's rmse: 3.68445 [539] valid_0's rmse: 3.41458 valid_1's rmse: 3.68444 [540] valid_0's rmse: 3.41436 valid_1's rmse: 3.68443 [541] valid_0's rmse: 3.41398 valid_1's rmse: 3.6844 [542] valid_0's rmse: 3.4133 valid_1's rmse: 3.68445 [543] valid_0's rmse: 3.41314 valid_1's rmse: 3.68447 [544] valid_0's rmse: 3.41282 valid_1's rmse: 3.68462 [545] valid_0's rmse: 3.41235 valid_1's rmse: 3.6847 [546] valid_0's rmse: 3.4116 valid_1's rmse: 3.68443 [547] valid_0's rmse: 3.41124 valid_1's rmse: 3.68459 [548] valid_0's rmse: 3.41084 valid_1's rmse: 3.68456 [549] valid_0's rmse: 3.41045 valid_1's rmse: 3.68455 [550] valid_0's rmse: 3.41001 valid_1's rmse: 3.68441 [551] valid_0's rmse: 3.40955 valid_1's rmse: 3.68483 [552] valid_0's rmse: 3.40914 valid_1's rmse: 3.68521 [553] valid_0's rmse: 3.4087 valid_1's rmse: 3.68553 [554] valid_0's rmse: 3.40819 valid_1's rmse: 3.68543 [555] valid_0's rmse: 3.40755 valid_1's rmse: 3.68535 [556] valid_0's rmse: 3.40706 valid_1's rmse: 3.68521 [557] valid_0's rmse: 3.40672 valid_1's rmse: 3.68511 [558] valid_0's rmse: 3.40612 valid_1's rmse: 3.68485 [559] valid_0's rmse: 3.40572 valid_1's rmse: 3.68472 [560] valid_0's rmse: 3.40542 valid_1's rmse: 3.68486 [561] valid_0's rmse: 3.40493 valid_1's rmse: 3.68481 Early stopping, best iteration is: [541] valid_0's rmse: 3.41398 valid_1's rmse: 3.6844 SCORE: 3.68440155808699 [1] valid_0's rmse: 8.97012 valid_1's rmse: 8.92871 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37475 valid_1's rmse: 8.3356 [3] valid_0's rmse: 7.85468 valid_1's rmse: 7.81691 [4] valid_0's rmse: 7.39911 valid_1's rmse: 7.36202 [5] valid_0's rmse: 7.00504 valid_1's rmse: 6.96975 [6] valid_0's rmse: 6.65849 valid_1's rmse: 6.62437 [7] valid_0's rmse: 6.36231 valid_1's rmse: 6.32927 [8] valid_0's rmse: 6.0961 valid_1's rmse: 6.06418 [9] valid_0's rmse: 5.8721 valid_1's rmse: 5.84053 [10] valid_0's rmse: 5.68317 valid_1's rmse: 5.65317 [11] valid_0's rmse: 5.52398 valid_1's rmse: 5.49737 [12] valid_0's rmse: 5.38291 valid_1's rmse: 5.35742 [13] valid_0's rmse: 5.22263 valid_1's rmse: 5.19831 [14] valid_0's rmse: 5.11992 valid_1's rmse: 5.0974 [15] valid_0's rmse: 5.03085 valid_1's rmse: 5.01022 [16] valid_0's rmse: 4.93526 valid_1's rmse: 4.91572 [17] valid_0's rmse: 4.8573 valid_1's rmse: 4.83909 [18] valid_0's rmse: 4.78727 valid_1's rmse: 4.77012 [19] valid_0's rmse: 4.71575 valid_1's rmse: 4.69923 [20] valid_0's rmse: 4.6434 valid_1's rmse: 4.62763 [21] valid_0's rmse: 4.59478 valid_1's rmse: 4.5801 [22] valid_0's rmse: 4.555 valid_1's rmse: 4.54085 [23] valid_0's rmse: 4.50217 valid_1's rmse: 4.48963 [24] valid_0's rmse: 4.47362 valid_1's rmse: 4.4624 [25] valid_0's rmse: 4.44848 valid_1's rmse: 4.43785 [26] valid_0's rmse: 4.39513 valid_1's rmse: 4.38597 [27] valid_0's rmse: 4.37139 valid_1's rmse: 4.36394 [28] valid_0's rmse: 4.34115 valid_1's rmse: 4.33429 [29] valid_0's rmse: 4.32323 valid_1's rmse: 4.31789 [30] valid_0's rmse: 4.30273 valid_1's rmse: 4.2981 [31] valid_0's rmse: 4.26242 valid_1's rmse: 4.25795 [32] valid_0's rmse: 4.24478 valid_1's rmse: 4.24124 [33] valid_0's rmse: 4.23264 valid_1's rmse: 4.23045 [34] valid_0's rmse: 4.21532 valid_1's rmse: 4.21515 [35] valid_0's rmse: 4.19644 valid_1's rmse: 4.19663 [36] valid_0's rmse: 4.1864 valid_1's rmse: 4.18727 [37] valid_0's rmse: 4.16099 valid_1's rmse: 4.16166 [38] valid_0's rmse: 4.15041 valid_1's rmse: 4.15191 [39] valid_0's rmse: 4.12986 valid_1's rmse: 4.13202 [40] valid_0's rmse: 4.12364 valid_1's rmse: 4.12739 [41] valid_0's rmse: 4.11498 valid_1's rmse: 4.12009 [42] valid_0's rmse: 4.09662 valid_1's rmse: 4.10225 [43] valid_0's rmse: 4.09065 valid_1's rmse: 4.09822 [44] valid_0's rmse: 4.08274 valid_1's rmse: 4.09065 [45] valid_0's rmse: 4.06602 valid_1's rmse: 4.07415 [46] valid_0's rmse: 4.05689 valid_1's rmse: 4.06561 [47] valid_0's rmse: 4.05009 valid_1's rmse: 4.05997 [48] valid_0's rmse: 4.04301 valid_1's rmse: 4.05415 [49] valid_0's rmse: 4.03003 valid_1's rmse: 4.04143 [50] valid_0's rmse: 4.01462 valid_1's rmse: 4.02621 [51] valid_0's rmse: 4.00891 valid_1's rmse: 4.02226 [52] valid_0's rmse: 3.9961 valid_1's rmse: 4.00975 [53] valid_0's rmse: 3.99101 valid_1's rmse: 4.0061 [54] valid_0's rmse: 3.98541 valid_1's rmse: 4.00099 [55] valid_0's rmse: 3.9795 valid_1's rmse: 3.99758 [56] valid_0's rmse: 3.96802 valid_1's rmse: 3.98618 [57] valid_0's rmse: 3.9617 valid_1's rmse: 3.97984 [58] valid_0's rmse: 3.95623 valid_1's rmse: 3.97532 [59] valid_0's rmse: 3.95008 valid_1's rmse: 3.9697 [60] valid_0's rmse: 3.9459 valid_1's rmse: 3.96824 [61] valid_0's rmse: 3.93864 valid_1's rmse: 3.96156 [62] valid_0's rmse: 3.93349 valid_1's rmse: 3.95686 [63] valid_0's rmse: 3.92591 valid_1's rmse: 3.94983 [64] valid_0's rmse: 3.92023 valid_1's rmse: 3.94465 [65] valid_0's rmse: 3.91631 valid_1's rmse: 3.94221 [66] valid_0's rmse: 3.91277 valid_1's rmse: 3.93958 [67] valid_0's rmse: 3.90713 valid_1's rmse: 3.93421 [68] valid_0's rmse: 3.89524 valid_1's rmse: 3.92292 [69] valid_0's rmse: 3.88896 valid_1's rmse: 3.91696 [70] valid_0's rmse: 3.88186 valid_1's rmse: 3.91154 [71] valid_0's rmse: 3.87856 valid_1's rmse: 3.90884 [72] valid_0's rmse: 3.87389 valid_1's rmse: 3.9053 [73] valid_0's rmse: 3.86983 valid_1's rmse: 3.90245 [74] valid_0's rmse: 3.86482 valid_1's rmse: 3.89828 [75] valid_0's rmse: 3.86169 valid_1's rmse: 3.89597 [76] valid_0's rmse: 3.85546 valid_1's rmse: 3.89153 [77] valid_0's rmse: 3.85313 valid_1's rmse: 3.88995 [78] valid_0's rmse: 3.84888 valid_1's rmse: 3.886 [79] valid_0's rmse: 3.84328 valid_1's rmse: 3.88058 [80] valid_0's rmse: 3.83678 valid_1's rmse: 3.87395 [81] valid_0's rmse: 3.83394 valid_1's rmse: 3.87316 [82] valid_0's rmse: 3.83073 valid_1's rmse: 3.8724 [83] valid_0's rmse: 3.82824 valid_1's rmse: 3.87105 [84] valid_0's rmse: 3.82426 valid_1's rmse: 3.86852 [85] valid_0's rmse: 3.82204 valid_1's rmse: 3.86772 [86] valid_0's rmse: 3.81986 valid_1's rmse: 3.86608 [87] valid_0's rmse: 3.81128 valid_1's rmse: 3.85794 [88] valid_0's rmse: 3.80821 valid_1's rmse: 3.85537 [89] valid_0's rmse: 3.80329 valid_1's rmse: 3.85072 [90] valid_0's rmse: 3.80067 valid_1's rmse: 3.84891 [91] valid_0's rmse: 3.79734 valid_1's rmse: 3.84594 [92] valid_0's rmse: 3.79356 valid_1's rmse: 3.84266 [93] valid_0's rmse: 3.79127 valid_1's rmse: 3.84154 [94] valid_0's rmse: 3.78778 valid_1's rmse: 3.83921 [95] valid_0's rmse: 3.78556 valid_1's rmse: 3.83799 [96] valid_0's rmse: 3.78315 valid_1's 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rmse: 3.70008 [338] valid_0's rmse: 3.4722 valid_1's rmse: 3.69988 [339] valid_0's rmse: 3.47187 valid_1's rmse: 3.69983 [340] valid_0's rmse: 3.47132 valid_1's rmse: 3.69971 [341] valid_0's rmse: 3.47045 valid_1's rmse: 3.69936 [342] valid_0's rmse: 3.46961 valid_1's rmse: 3.69888 [343] valid_0's rmse: 3.46903 valid_1's rmse: 3.69883 [344] valid_0's rmse: 3.46821 valid_1's rmse: 3.6991 [345] valid_0's rmse: 3.46759 valid_1's rmse: 3.69884 [346] valid_0's rmse: 3.467 valid_1's rmse: 3.69863 [347] valid_0's rmse: 3.46639 valid_1's rmse: 3.69845 [348] valid_0's rmse: 3.46567 valid_1's rmse: 3.69825 [349] valid_0's rmse: 3.4652 valid_1's rmse: 3.69792 [350] valid_0's rmse: 3.46443 valid_1's rmse: 3.69756 [351] valid_0's rmse: 3.46379 valid_1's rmse: 3.69738 [352] valid_0's rmse: 3.46293 valid_1's rmse: 3.69723 [353] valid_0's rmse: 3.4623 valid_1's rmse: 3.69721 [354] valid_0's rmse: 3.46158 valid_1's rmse: 3.69686 [355] valid_0's rmse: 3.46101 valid_1's rmse: 3.69693 [356] valid_0's rmse: 3.46048 valid_1's rmse: 3.6967 [357] valid_0's rmse: 3.45944 valid_1's rmse: 3.69616 [358] valid_0's rmse: 3.45878 valid_1's rmse: 3.69614 [359] valid_0's rmse: 3.45812 valid_1's rmse: 3.69567 [360] valid_0's rmse: 3.45719 valid_1's rmse: 3.69492 [361] valid_0's rmse: 3.45641 valid_1's rmse: 3.69448 [362] valid_0's rmse: 3.45557 valid_1's rmse: 3.6946 [363] valid_0's rmse: 3.45484 valid_1's rmse: 3.69505 [364] valid_0's rmse: 3.45408 valid_1's rmse: 3.69524 [365] valid_0's rmse: 3.45342 valid_1's rmse: 3.6952 [366] valid_0's rmse: 3.45266 valid_1's rmse: 3.69486 [367] valid_0's rmse: 3.45213 valid_1's rmse: 3.69517 [368] valid_0's rmse: 3.45149 valid_1's rmse: 3.69494 [369] valid_0's rmse: 3.45077 valid_1's rmse: 3.69485 [370] valid_0's rmse: 3.45032 valid_1's rmse: 3.695 [371] valid_0's rmse: 3.44973 valid_1's rmse: 3.69539 [372] valid_0's rmse: 3.44936 valid_1's rmse: 3.69536 [373] valid_0's rmse: 3.4489 valid_1's rmse: 3.6953 [374] valid_0's rmse: 3.4486 valid_1's rmse: 3.69538 [375] valid_0's rmse: 3.44812 valid_1's rmse: 3.69529 [376] valid_0's rmse: 3.4476 valid_1's rmse: 3.69517 [377] valid_0's rmse: 3.44688 valid_1's rmse: 3.69483 [378] valid_0's rmse: 3.44645 valid_1's rmse: 3.69481 [379] valid_0's rmse: 3.44581 valid_1's rmse: 3.69445 [380] valid_0's rmse: 3.44544 valid_1's rmse: 3.69438 [381] valid_0's rmse: 3.44471 valid_1's rmse: 3.69452 [382] valid_0's rmse: 3.44394 valid_1's rmse: 3.69482 [383] valid_0's rmse: 3.44346 valid_1's rmse: 3.6947 [384] valid_0's rmse: 3.44275 valid_1's rmse: 3.69472 [385] valid_0's rmse: 3.44227 valid_1's rmse: 3.6945 [386] valid_0's rmse: 3.44158 valid_1's rmse: 3.69467 [387] valid_0's rmse: 3.4411 valid_1's rmse: 3.69458 [388] valid_0's rmse: 3.44052 valid_1's rmse: 3.69433 [389] valid_0's rmse: 3.44007 valid_1's rmse: 3.69444 [390] valid_0's rmse: 3.43924 valid_1's rmse: 3.69396 [391] valid_0's rmse: 3.43869 valid_1's rmse: 3.69379 [392] valid_0's rmse: 3.43823 valid_1's rmse: 3.69399 [393] valid_0's rmse: 3.43719 valid_1's rmse: 3.69348 [394] valid_0's rmse: 3.43694 valid_1's rmse: 3.69343 [395] valid_0's rmse: 3.43637 valid_1's rmse: 3.69305 [396] valid_0's rmse: 3.43601 valid_1's rmse: 3.693 [397] valid_0's rmse: 3.43557 valid_1's rmse: 3.69286 [398] valid_0's rmse: 3.43514 valid_1's rmse: 3.69302 [399] valid_0's rmse: 3.43461 valid_1's rmse: 3.69291 [400] valid_0's rmse: 3.43431 valid_1's rmse: 3.69293 [401] valid_0's rmse: 3.43358 valid_1's rmse: 3.69283 [402] valid_0's rmse: 3.43295 valid_1's rmse: 3.69252 [403] valid_0's rmse: 3.43228 valid_1's rmse: 3.69249 [404] valid_0's rmse: 3.43169 valid_1's rmse: 3.69263 [405] valid_0's rmse: 3.4312 valid_1's rmse: 3.69298 [406] valid_0's rmse: 3.43043 valid_1's rmse: 3.69322 [407] valid_0's rmse: 3.42969 valid_1's rmse: 3.69328 [408] valid_0's rmse: 3.42907 valid_1's rmse: 3.69326 [409] valid_0's rmse: 3.42839 valid_1's rmse: 3.69328 [410] valid_0's rmse: 3.42798 valid_1's rmse: 3.69348 [411] valid_0's rmse: 3.42754 valid_1's rmse: 3.69369 [412] valid_0's rmse: 3.42714 valid_1's rmse: 3.69369 [413] valid_0's rmse: 3.4266 valid_1's rmse: 3.69358 [414] valid_0's rmse: 3.42607 valid_1's rmse: 3.69322 [415] valid_0's rmse: 3.42547 valid_1's rmse: 3.69326 [416] valid_0's rmse: 3.42501 valid_1's rmse: 3.69346 [417] valid_0's rmse: 3.42454 valid_1's rmse: 3.69331 [418] valid_0's rmse: 3.42403 valid_1's rmse: 3.69339 [419] valid_0's rmse: 3.42375 valid_1's rmse: 3.69329 [420] valid_0's rmse: 3.42326 valid_1's rmse: 3.69311 [421] valid_0's rmse: 3.42276 valid_1's rmse: 3.69292 [422] valid_0's rmse: 3.42232 valid_1's rmse: 3.69294 [423] valid_0's rmse: 3.42185 valid_1's rmse: 3.69288 Early stopping, best iteration is: [403] valid_0's rmse: 3.43228 valid_1's rmse: 3.69249 SCORE: 3.6924893187478616 [1] valid_0's rmse: 8.96944 valid_1's rmse: 8.92822 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37703 valid_1's rmse: 8.33813 [3] valid_0's rmse: 7.85247 valid_1's rmse: 7.81453 [4] valid_0's rmse: 7.39094 valid_1's rmse: 7.35424 [5] valid_0's rmse: 6.99434 valid_1's rmse: 6.95893 [6] valid_0's rmse: 6.64222 valid_1's rmse: 6.60794 [7] valid_0's rmse: 6.34434 valid_1's rmse: 6.31205 [8] valid_0's rmse: 6.08237 valid_1's rmse: 6.05079 [9] valid_0's rmse: 5.85632 valid_1's rmse: 5.82486 [10] valid_0's rmse: 5.64682 valid_1's rmse: 5.61507 [11] valid_0's rmse: 5.48343 valid_1's rmse: 5.45291 [12] valid_0's rmse: 5.34712 valid_1's rmse: 5.31702 [13] valid_0's rmse: 5.19504 valid_1's rmse: 5.16611 [14] valid_0's rmse: 5.09232 valid_1's rmse: 5.06479 [15] valid_0's rmse: 4.99098 valid_1's rmse: 4.96485 [16] valid_0's rmse: 4.89584 valid_1's rmse: 4.87064 [17] valid_0's rmse: 4.81186 valid_1's rmse: 4.78763 [18] valid_0's rmse: 4.73615 valid_1's rmse: 4.71244 [19] valid_0's rmse: 4.6744 valid_1's rmse: 4.65126 [20] valid_0's rmse: 4.60739 valid_1's rmse: 4.58503 [21] valid_0's rmse: 4.56485 valid_1's rmse: 4.54387 [22] valid_0's rmse: 4.5287 valid_1's rmse: 4.50876 [23] valid_0's rmse: 4.46646 valid_1's rmse: 4.44631 [24] valid_0's rmse: 4.43386 valid_1's rmse: 4.41629 [25] valid_0's rmse: 4.39852 valid_1's rmse: 4.38253 [26] valid_0's rmse: 4.36766 valid_1's rmse: 4.35347 [27] valid_0's rmse: 4.3302 valid_1's rmse: 4.31613 [28] valid_0's rmse: 4.30993 valid_1's rmse: 4.29692 [29] valid_0's rmse: 4.2772 valid_1's rmse: 4.26461 [30] valid_0's rmse: 4.24618 valid_1's rmse: 4.23639 [31] valid_0's rmse: 4.22833 valid_1's rmse: 4.21931 [32] valid_0's rmse: 4.21225 valid_1's rmse: 4.20609 [33] valid_0's rmse: 4.2016 valid_1's rmse: 4.19676 [34] valid_0's rmse: 4.18927 valid_1's rmse: 4.18553 [35] valid_0's rmse: 4.1667 valid_1's rmse: 4.16333 [36] valid_0's rmse: 4.15527 valid_1's rmse: 4.15235 [37] valid_0's rmse: 4.14712 valid_1's rmse: 4.14506 [38] valid_0's rmse: 4.12128 valid_1's rmse: 4.12018 [39] valid_0's rmse: 4.1104 valid_1's rmse: 4.10944 [40] valid_0's rmse: 4.0875 valid_1's rmse: 4.08673 [41] valid_0's rmse: 4.07886 valid_1's rmse: 4.07949 [42] valid_0's rmse: 4.06963 valid_1's rmse: 4.0706 [43] valid_0's rmse: 4.05629 valid_1's rmse: 4.05779 [44] valid_0's rmse: 4.05098 valid_1's rmse: 4.05474 [45] valid_0's rmse: 4.0369 valid_1's rmse: 4.04078 [46] valid_0's rmse: 4.03003 valid_1's rmse: 4.03472 [47] valid_0's rmse: 4.02475 valid_1's rmse: 4.03134 [48] valid_0's rmse: 4.01832 valid_1's rmse: 4.02657 [49] valid_0's rmse: 4.00648 valid_1's rmse: 4.015 [50] valid_0's rmse: 3.99589 valid_1's rmse: 4.00509 [51] valid_0's rmse: 3.98903 valid_1's rmse: 3.99866 [52] valid_0's rmse: 3.9805 valid_1's rmse: 3.99111 [53] valid_0's rmse: 3.97172 valid_1's rmse: 3.98392 [54] valid_0's rmse: 3.96634 valid_1's rmse: 3.98039 [55] valid_0's rmse: 3.96026 valid_1's rmse: 3.97429 [56] valid_0's rmse: 3.95198 valid_1's rmse: 3.9667 [57] valid_0's rmse: 3.94746 valid_1's rmse: 3.9639 [58] valid_0's rmse: 3.94219 valid_1's rmse: 3.95909 [59] valid_0's rmse: 3.93668 valid_1's rmse: 3.95553 [60] valid_0's rmse: 3.93256 valid_1's rmse: 3.9529 [61] valid_0's rmse: 3.92365 valid_1's rmse: 3.94437 [62] valid_0's rmse: 3.91731 valid_1's rmse: 3.93824 [63] valid_0's rmse: 3.91291 valid_1's rmse: 3.93469 [64] valid_0's rmse: 3.90867 valid_1's rmse: 3.93141 [65] valid_0's rmse: 3.90248 valid_1's rmse: 3.92525 [66] valid_0's rmse: 3.8991 valid_1's rmse: 3.92264 [67] valid_0's rmse: 3.89542 valid_1's rmse: 3.91992 [68] valid_0's rmse: 3.8918 valid_1's rmse: 3.91821 [69] valid_0's rmse: 3.88716 valid_1's rmse: 3.91413 [70] valid_0's rmse: 3.88401 valid_1's rmse: 3.91148 [71] valid_0's rmse: 3.87843 valid_1's rmse: 3.90625 [72] valid_0's rmse: 3.87025 valid_1's rmse: 3.89891 [73] valid_0's rmse: 3.86348 valid_1's rmse: 3.89208 [74] valid_0's rmse: 3.85703 valid_1's rmse: 3.88681 [75] valid_0's rmse: 3.85255 valid_1's rmse: 3.88302 [76] valid_0's rmse: 3.84834 valid_1's rmse: 3.87946 [77] valid_0's rmse: 3.84172 valid_1's rmse: 3.87341 [78] valid_0's rmse: 3.83663 valid_1's rmse: 3.8693 [79] valid_0's rmse: 3.83397 valid_1's rmse: 3.86749 [80] valid_0's rmse: 3.82774 valid_1's rmse: 3.86201 [81] valid_0's rmse: 3.82482 valid_1's rmse: 3.85987 [82] valid_0's rmse: 3.82202 valid_1's rmse: 3.85909 [83] valid_0's rmse: 3.81706 valid_1's rmse: 3.85559 [84] valid_0's rmse: 3.81448 valid_1's rmse: 3.85439 [85] valid_0's rmse: 3.80942 valid_1's rmse: 3.84914 [86] valid_0's rmse: 3.8064 valid_1's rmse: 3.84684 [87] valid_0's rmse: 3.80336 valid_1's rmse: 3.84391 [88] valid_0's rmse: 3.79856 valid_1's rmse: 3.83957 [89] valid_0's rmse: 3.79512 valid_1's rmse: 3.83655 [90] valid_0's rmse: 3.7913 valid_1's rmse: 3.83315 [91] valid_0's rmse: 3.78879 valid_1's rmse: 3.83136 [92] valid_0's rmse: 3.78479 valid_1's rmse: 3.82981 [93] valid_0's rmse: 3.78239 valid_1's rmse: 3.8285 [94] valid_0's rmse: 3.77685 valid_1's rmse: 3.82319 [95] valid_0's rmse: 3.77447 valid_1's rmse: 3.82183 [96] valid_0's rmse: 3.77093 valid_1's rmse: 3.82079 [97] valid_0's rmse: 3.76861 valid_1's rmse: 3.82071 [98] valid_0's rmse: 3.76615 valid_1's rmse: 3.82043 [99] valid_0's rmse: 3.76368 valid_1's rmse: 3.81923 [100] valid_0's rmse: 3.76018 valid_1's rmse: 3.81613 [101] valid_0's rmse: 3.75779 valid_1's rmse: 3.81637 [102] valid_0's rmse: 3.75447 valid_1's rmse: 3.81362 [103] valid_0's rmse: 3.75061 valid_1's rmse: 3.81056 [104] valid_0's rmse: 3.74895 valid_1's rmse: 3.81017 [105] valid_0's rmse: 3.74603 valid_1's rmse: 3.8074 [106] valid_0's rmse: 3.74237 valid_1's rmse: 3.80427 [107] valid_0's rmse: 3.7394 valid_1's rmse: 3.80285 [108] valid_0's rmse: 3.73721 valid_1's rmse: 3.8012 [109] valid_0's rmse: 3.73403 valid_1's rmse: 3.79968 [110] valid_0's rmse: 3.73141 valid_1's rmse: 3.7991 [111] valid_0's rmse: 3.7293 valid_1's rmse: 3.79823 [112] valid_0's rmse: 3.72639 valid_1's rmse: 3.79597 [113] valid_0's rmse: 3.72378 valid_1's rmse: 3.794 [114] valid_0's rmse: 3.72086 valid_1's rmse: 3.79148 [115] valid_0's rmse: 3.71919 valid_1's rmse: 3.79124 [116] valid_0's rmse: 3.71659 valid_1's rmse: 3.78908 [117] valid_0's rmse: 3.7139 valid_1's rmse: 3.7884 [118] valid_0's rmse: 3.71217 valid_1's rmse: 3.78801 [119] valid_0's rmse: 3.71075 valid_1's rmse: 3.78711 [120] valid_0's rmse: 3.70829 valid_1's rmse: 3.78588 [121] valid_0's rmse: 3.70612 valid_1's rmse: 3.78569 [122] valid_0's rmse: 3.70371 valid_1's rmse: 3.78473 [123] valid_0's rmse: 3.7016 valid_1's rmse: 3.78401 [124] valid_0's rmse: 3.69954 valid_1's rmse: 3.78266 [125] valid_0's rmse: 3.69749 valid_1's rmse: 3.78216 [126] valid_0's rmse: 3.69633 valid_1's rmse: 3.78224 [127] valid_0's rmse: 3.69403 valid_1's rmse: 3.78154 [128] valid_0's rmse: 3.69254 valid_1's rmse: 3.78093 [129] valid_0's rmse: 3.68961 valid_1's rmse: 3.77966 [130] valid_0's rmse: 3.68817 valid_1's rmse: 3.77932 [131] valid_0's rmse: 3.68616 valid_1's rmse: 3.77772 [132] valid_0's rmse: 3.6835 valid_1's rmse: 3.77603 [133] valid_0's rmse: 3.6814 valid_1's rmse: 3.77414 [134] valid_0's rmse: 3.6797 valid_1's rmse: 3.77419 [135] valid_0's rmse: 3.67766 valid_1's rmse: 3.77359 [136] valid_0's rmse: 3.67674 valid_1's rmse: 3.77339 [137] valid_0's rmse: 3.67504 valid_1's rmse: 3.77239 [138] valid_0's rmse: 3.67392 valid_1's rmse: 3.7723 [139] valid_0's rmse: 3.67231 valid_1's rmse: 3.7711 [140] valid_0's rmse: 3.67106 valid_1's rmse: 3.77085 [141] valid_0's rmse: 3.66946 valid_1's rmse: 3.77114 [142] valid_0's rmse: 3.6681 valid_1's rmse: 3.77053 [143] valid_0's rmse: 3.66625 valid_1's rmse: 3.76981 [144] valid_0's rmse: 3.66461 valid_1's rmse: 3.76929 [145] valid_0's rmse: 3.66294 valid_1's rmse: 3.76891 [146] valid_0's rmse: 3.66153 valid_1's rmse: 3.76868 [147] valid_0's rmse: 3.66067 valid_1's rmse: 3.76844 [148] valid_0's rmse: 3.65851 valid_1's rmse: 3.76679 [149] valid_0's rmse: 3.65708 valid_1's rmse: 3.76641 [150] valid_0's rmse: 3.65598 valid_1's rmse: 3.7658 [151] valid_0's rmse: 3.65483 valid_1's rmse: 3.76526 [152] valid_0's rmse: 3.65348 valid_1's rmse: 3.76452 [153] valid_0's rmse: 3.65169 valid_1's rmse: 3.7642 [154] valid_0's rmse: 3.64997 valid_1's rmse: 3.76339 [155] valid_0's rmse: 3.6483 valid_1's rmse: 3.7624 [156] valid_0's rmse: 3.6469 valid_1's rmse: 3.76097 [157] valid_0's rmse: 3.64556 valid_1's rmse: 3.76069 [158] valid_0's rmse: 3.64406 valid_1's rmse: 3.75994 [159] valid_0's rmse: 3.64334 valid_1's rmse: 3.7597 [160] valid_0's rmse: 3.64116 valid_1's rmse: 3.75849 [161] valid_0's rmse: 3.63946 valid_1's rmse: 3.75875 [162] valid_0's rmse: 3.63721 valid_1's rmse: 3.75763 [163] valid_0's rmse: 3.63532 valid_1's rmse: 3.7569 [164] valid_0's rmse: 3.63341 valid_1's rmse: 3.75584 [165] valid_0's rmse: 3.6314 valid_1's rmse: 3.75447 [166] valid_0's rmse: 3.63019 valid_1's rmse: 3.75364 [167] valid_0's rmse: 3.62914 valid_1's rmse: 3.75292 [168] valid_0's rmse: 3.62688 valid_1's rmse: 3.75094 [169] valid_0's rmse: 3.6252 valid_1's rmse: 3.7499 [170] valid_0's rmse: 3.62438 valid_1's rmse: 3.74977 [171] valid_0's rmse: 3.62268 valid_1's rmse: 3.74949 [172] valid_0's rmse: 3.62127 valid_1's rmse: 3.74853 [173] valid_0's rmse: 3.62009 valid_1's rmse: 3.74768 [174] valid_0's rmse: 3.61845 valid_1's rmse: 3.74779 [175] valid_0's rmse: 3.61684 valid_1's rmse: 3.74729 [176] valid_0's rmse: 3.61575 valid_1's rmse: 3.7471 [177] valid_0's rmse: 3.61384 valid_1's rmse: 3.74552 [178] valid_0's rmse: 3.61191 valid_1's rmse: 3.74451 [179] valid_0's rmse: 3.61086 valid_1's rmse: 3.74416 [180] valid_0's rmse: 3.60932 valid_1's rmse: 3.7434 [181] valid_0's rmse: 3.60788 valid_1's rmse: 3.74255 [182] valid_0's rmse: 3.60673 valid_1's rmse: 3.74229 [183] valid_0's rmse: 3.60503 valid_1's rmse: 3.74137 [184] valid_0's rmse: 3.60398 valid_1's rmse: 3.74095 [185] valid_0's rmse: 3.60276 valid_1's rmse: 3.7407 [186] valid_0's rmse: 3.60129 valid_1's rmse: 3.73999 [187] valid_0's rmse: 3.60017 valid_1's rmse: 3.73944 [188] valid_0's rmse: 3.59915 valid_1's rmse: 3.73948 [189] valid_0's rmse: 3.59791 valid_1's rmse: 3.73938 [190] valid_0's rmse: 3.59642 valid_1's rmse: 3.73822 [191] valid_0's rmse: 3.59536 valid_1's rmse: 3.73809 [192] valid_0's rmse: 3.59453 valid_1's rmse: 3.73795 [193] valid_0's rmse: 3.59252 valid_1's rmse: 3.73691 [194] valid_0's rmse: 3.59173 valid_1's rmse: 3.73663 [195] valid_0's rmse: 3.59074 valid_1's rmse: 3.73634 [196] valid_0's rmse: 3.58957 valid_1's rmse: 3.73596 [197] valid_0's rmse: 3.58842 valid_1's rmse: 3.73542 [198] valid_0's rmse: 3.58733 valid_1's rmse: 3.73484 [199] valid_0's rmse: 3.58606 valid_1's rmse: 3.73433 [200] valid_0's rmse: 3.58467 valid_1's rmse: 3.73371 [201] valid_0's rmse: 3.5837 valid_1's rmse: 3.73317 [202] valid_0's rmse: 3.58275 valid_1's rmse: 3.73307 [203] valid_0's rmse: 3.58163 valid_1's rmse: 3.73275 [204] valid_0's rmse: 3.58048 valid_1's rmse: 3.73279 [205] valid_0's rmse: 3.57917 valid_1's rmse: 3.7325 [206] valid_0's rmse: 3.57786 valid_1's rmse: 3.73167 [207] valid_0's rmse: 3.57725 valid_1's rmse: 3.73152 [208] valid_0's rmse: 3.57657 valid_1's rmse: 3.73125 [209] valid_0's rmse: 3.57554 valid_1's rmse: 3.73076 [210] valid_0's rmse: 3.57485 valid_1's rmse: 3.73065 [211] valid_0's rmse: 3.57337 valid_1's rmse: 3.72961 [212] valid_0's rmse: 3.57184 valid_1's rmse: 3.72882 [213] valid_0's rmse: 3.57076 valid_1's rmse: 3.72815 [214] valid_0's rmse: 3.56954 valid_1's rmse: 3.72732 [215] valid_0's rmse: 3.56838 valid_1's rmse: 3.72711 [216] valid_0's rmse: 3.56652 valid_1's rmse: 3.72592 [217] valid_0's rmse: 3.56438 valid_1's rmse: 3.72447 [218] valid_0's rmse: 3.56309 valid_1's rmse: 3.72398 [219] valid_0's rmse: 3.56179 valid_1's rmse: 3.72308 [220] valid_0's rmse: 3.56058 valid_1's rmse: 3.72316 [221] valid_0's rmse: 3.55941 valid_1's rmse: 3.72325 [222] valid_0's rmse: 3.55845 valid_1's rmse: 3.72294 [223] valid_0's rmse: 3.55775 valid_1's rmse: 3.72275 [224] valid_0's rmse: 3.55661 valid_1's rmse: 3.7222 [225] valid_0's rmse: 3.55599 valid_1's rmse: 3.7219 [226] valid_0's rmse: 3.55488 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[338] valid_0's rmse: 3.45984 valid_1's rmse: 3.69168 [339] valid_0's rmse: 3.45869 valid_1's rmse: 3.69154 [340] valid_0's rmse: 3.45785 valid_1's rmse: 3.69103 [341] valid_0's rmse: 3.45696 valid_1's rmse: 3.69064 [342] valid_0's rmse: 3.45582 valid_1's rmse: 3.69092 [343] valid_0's rmse: 3.45506 valid_1's rmse: 3.69079 [344] valid_0's rmse: 3.45436 valid_1's rmse: 3.69083 [345] valid_0's rmse: 3.45337 valid_1's rmse: 3.69027 [346] valid_0's rmse: 3.45259 valid_1's rmse: 3.68968 [347] valid_0's rmse: 3.4518 valid_1's rmse: 3.68923 [348] valid_0's rmse: 3.45091 valid_1's rmse: 3.68913 [349] valid_0's rmse: 3.45009 valid_1's rmse: 3.68864 [350] valid_0's rmse: 3.44905 valid_1's rmse: 3.68897 [351] valid_0's rmse: 3.44835 valid_1's rmse: 3.68887 [352] valid_0's rmse: 3.44745 valid_1's rmse: 3.68903 [353] valid_0's rmse: 3.44716 valid_1's rmse: 3.689 [354] valid_0's rmse: 3.44627 valid_1's rmse: 3.68839 [355] valid_0's rmse: 3.44518 valid_1's rmse: 3.68799 [356] valid_0's rmse: 3.44437 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[468] valid_0's rmse: 3.37496 valid_1's rmse: 3.67347 [469] valid_0's rmse: 3.3746 valid_1's rmse: 3.67345 [470] valid_0's rmse: 3.37434 valid_1's rmse: 3.67352 [471] valid_0's rmse: 3.37375 valid_1's rmse: 3.67329 [472] valid_0's rmse: 3.3732 valid_1's rmse: 3.67336 [473] valid_0's rmse: 3.3728 valid_1's rmse: 3.67338 [474] valid_0's rmse: 3.37236 valid_1's rmse: 3.67338 [475] valid_0's rmse: 3.37171 valid_1's rmse: 3.67331 [476] valid_0's rmse: 3.37136 valid_1's rmse: 3.67321 [477] valid_0's rmse: 3.37093 valid_1's rmse: 3.67297 [478] valid_0's rmse: 3.37039 valid_1's rmse: 3.6728 [479] valid_0's rmse: 3.36996 valid_1's rmse: 3.67268 [480] valid_0's rmse: 3.36949 valid_1's rmse: 3.67245 [481] valid_0's rmse: 3.36897 valid_1's rmse: 3.67222 [482] valid_0's rmse: 3.36832 valid_1's rmse: 3.67225 [483] valid_0's rmse: 3.36785 valid_1's rmse: 3.67234 [484] valid_0's rmse: 3.36733 valid_1's rmse: 3.67231 [485] valid_0's rmse: 3.36694 valid_1's rmse: 3.67229 [486] valid_0's rmse: 3.36606 valid_1's rmse: 3.67263 [487] valid_0's rmse: 3.3656 valid_1's rmse: 3.67252 [488] valid_0's rmse: 3.3648 valid_1's rmse: 3.67193 [489] valid_0's rmse: 3.36437 valid_1's rmse: 3.67191 [490] valid_0's rmse: 3.36379 valid_1's rmse: 3.672 [491] valid_0's rmse: 3.36348 valid_1's rmse: 3.67206 [492] valid_0's rmse: 3.36309 valid_1's rmse: 3.6719 [493] valid_0's rmse: 3.36248 valid_1's rmse: 3.67158 [494] valid_0's rmse: 3.36221 valid_1's rmse: 3.67159 [495] valid_0's rmse: 3.36189 valid_1's rmse: 3.67162 [496] valid_0's rmse: 3.36128 valid_1's rmse: 3.67127 [497] valid_0's rmse: 3.36073 valid_1's rmse: 3.67131 [498] valid_0's rmse: 3.36039 valid_1's rmse: 3.67137 [499] valid_0's rmse: 3.35961 valid_1's rmse: 3.67141 [500] valid_0's rmse: 3.35914 valid_1's rmse: 3.6713 [501] valid_0's rmse: 3.35851 valid_1's rmse: 3.67136 [502] valid_0's rmse: 3.35806 valid_1's rmse: 3.67113 [503] valid_0's rmse: 3.35749 valid_1's rmse: 3.67067 [504] valid_0's rmse: 3.35696 valid_1's rmse: 3.67076 [505] valid_0's rmse: 3.35636 valid_1's rmse: 3.67054 [506] valid_0's rmse: 3.35593 valid_1's rmse: 3.67046 [507] valid_0's rmse: 3.35542 valid_1's rmse: 3.67021 [508] valid_0's rmse: 3.35488 valid_1's rmse: 3.66976 [509] valid_0's rmse: 3.35437 valid_1's rmse: 3.66988 [510] valid_0's rmse: 3.35376 valid_1's rmse: 3.66985 [511] valid_0's rmse: 3.35339 valid_1's rmse: 3.66985 [512] valid_0's rmse: 3.3529 valid_1's rmse: 3.66968 [513] valid_0's rmse: 3.35236 valid_1's rmse: 3.66962 [514] valid_0's rmse: 3.35206 valid_1's rmse: 3.66953 [515] valid_0's rmse: 3.35155 valid_1's rmse: 3.66968 [516] valid_0's rmse: 3.35102 valid_1's rmse: 3.66961 [517] valid_0's rmse: 3.35051 valid_1's rmse: 3.66939 [518] valid_0's rmse: 3.35013 valid_1's rmse: 3.66934 [519] valid_0's rmse: 3.3497 valid_1's rmse: 3.66914 [520] valid_0's rmse: 3.34921 valid_1's rmse: 3.66895 [521] valid_0's rmse: 3.34872 valid_1's rmse: 3.66899 [522] valid_0's rmse: 3.34813 valid_1's rmse: 3.66917 [523] valid_0's rmse: 3.34754 valid_1's rmse: 3.66914 [524] valid_0's rmse: 3.3472 valid_1's rmse: 3.66911 [525] valid_0's rmse: 3.34675 valid_1's rmse: 3.66894 [526] valid_0's rmse: 3.34638 valid_1's rmse: 3.66872 [527] valid_0's rmse: 3.34592 valid_1's rmse: 3.669 [528] valid_0's rmse: 3.34544 valid_1's rmse: 3.66871 [529] valid_0's rmse: 3.34493 valid_1's rmse: 3.66857 [530] valid_0's rmse: 3.34436 valid_1's rmse: 3.66866 [531] valid_0's rmse: 3.34382 valid_1's rmse: 3.66855 [532] valid_0's rmse: 3.34343 valid_1's rmse: 3.66855 [533] valid_0's rmse: 3.34279 valid_1's rmse: 3.66866 [534] valid_0's rmse: 3.34233 valid_1's rmse: 3.66844 [535] valid_0's rmse: 3.34187 valid_1's rmse: 3.66846 [536] valid_0's rmse: 3.34132 valid_1's rmse: 3.66816 [537] valid_0's rmse: 3.34073 valid_1's rmse: 3.66806 [538] valid_0's rmse: 3.34011 valid_1's rmse: 3.66793 [539] valid_0's rmse: 3.33965 valid_1's rmse: 3.66784 [540] valid_0's rmse: 3.33897 valid_1's rmse: 3.66744 [541] valid_0's rmse: 3.3385 valid_1's rmse: 3.66728 [542] valid_0's rmse: 3.33834 valid_1's rmse: 3.6673 [543] valid_0's rmse: 3.33793 valid_1's rmse: 3.66736 [544] valid_0's rmse: 3.33728 valid_1's rmse: 3.66717 [545] valid_0's rmse: 3.3367 valid_1's rmse: 3.66702 [546] valid_0's rmse: 3.33628 valid_1's rmse: 3.66713 [547] valid_0's rmse: 3.33613 valid_1's rmse: 3.66715 [548] valid_0's rmse: 3.33563 valid_1's rmse: 3.66701 [549] valid_0's rmse: 3.33522 valid_1's rmse: 3.66682 [550] valid_0's rmse: 3.33494 valid_1's rmse: 3.66677 [551] valid_0's rmse: 3.33456 valid_1's rmse: 3.6667 [552] valid_0's rmse: 3.33389 valid_1's rmse: 3.66642 [553] valid_0's rmse: 3.33354 valid_1's rmse: 3.66625 [554] valid_0's rmse: 3.33297 valid_1's rmse: 3.66649 [555] valid_0's rmse: 3.33243 valid_1's rmse: 3.66643 [556] valid_0's rmse: 3.33169 valid_1's rmse: 3.66596 [557] valid_0's rmse: 3.33113 valid_1's rmse: 3.66627 [558] valid_0's rmse: 3.33064 valid_1's rmse: 3.66651 [559] valid_0's rmse: 3.33018 valid_1's rmse: 3.6666 [560] valid_0's rmse: 3.32984 valid_1's rmse: 3.66653 [561] valid_0's rmse: 3.32938 valid_1's rmse: 3.66652 [562] valid_0's rmse: 3.32895 valid_1's rmse: 3.66641 [563] valid_0's rmse: 3.32853 valid_1's rmse: 3.66652 [564] valid_0's rmse: 3.32806 valid_1's rmse: 3.66637 [565] valid_0's rmse: 3.32752 valid_1's rmse: 3.66627 [566] valid_0's rmse: 3.32706 valid_1's rmse: 3.66621 [567] valid_0's rmse: 3.32664 valid_1's rmse: 3.66621 [568] valid_0's rmse: 3.32621 valid_1's rmse: 3.66629 [569] valid_0's rmse: 3.32553 valid_1's rmse: 3.66571 [570] valid_0's rmse: 3.32504 valid_1's rmse: 3.6656 [571] valid_0's rmse: 3.32456 valid_1's rmse: 3.66565 [572] valid_0's rmse: 3.32402 valid_1's rmse: 3.66551 [573] valid_0's rmse: 3.32323 valid_1's rmse: 3.66497 [574] valid_0's rmse: 3.32252 valid_1's rmse: 3.66481 [575] valid_0's rmse: 3.32202 valid_1's rmse: 3.66474 [576] valid_0's rmse: 3.3217 valid_1's rmse: 3.66474 [577] valid_0's rmse: 3.32113 valid_1's rmse: 3.6648 [578] valid_0's rmse: 3.32091 valid_1's rmse: 3.66484 [579] valid_0's rmse: 3.32011 valid_1's rmse: 3.6642 [580] valid_0's rmse: 3.31954 valid_1's rmse: 3.66397 [581] valid_0's rmse: 3.319 valid_1's rmse: 3.66364 [582] valid_0's rmse: 3.31838 valid_1's rmse: 3.6635 [583] valid_0's rmse: 3.3179 valid_1's rmse: 3.66335 [584] valid_0's rmse: 3.31719 valid_1's rmse: 3.66298 [585] valid_0's rmse: 3.31663 valid_1's rmse: 3.66293 [586] valid_0's rmse: 3.31635 valid_1's rmse: 3.66275 [587] valid_0's rmse: 3.31589 valid_1's rmse: 3.66273 [588] valid_0's rmse: 3.31546 valid_1's rmse: 3.66272 [589] valid_0's rmse: 3.31504 valid_1's rmse: 3.66267 [590] valid_0's rmse: 3.31454 valid_1's rmse: 3.66286 [591] valid_0's rmse: 3.31412 valid_1's rmse: 3.6629 [592] valid_0's rmse: 3.31363 valid_1's rmse: 3.66295 [593] valid_0's rmse: 3.31294 valid_1's rmse: 3.66273 [594] valid_0's rmse: 3.31217 valid_1's rmse: 3.66249 [595] valid_0's rmse: 3.31156 valid_1's rmse: 3.66232 [596] valid_0's rmse: 3.31093 valid_1's rmse: 3.66228 [597] valid_0's rmse: 3.31054 valid_1's rmse: 3.66219 [598] valid_0's rmse: 3.31018 valid_1's rmse: 3.66207 [599] valid_0's rmse: 3.30972 valid_1's rmse: 3.66203 [600] valid_0's rmse: 3.30945 valid_1's rmse: 3.66197 [601] valid_0's rmse: 3.30909 valid_1's rmse: 3.66198 [602] valid_0's rmse: 3.30886 valid_1's rmse: 3.66207 [603] valid_0's rmse: 3.3085 valid_1's rmse: 3.66238 [604] valid_0's rmse: 3.30806 valid_1's rmse: 3.66238 [605] valid_0's rmse: 3.30772 valid_1's rmse: 3.66245 [606] valid_0's rmse: 3.30751 valid_1's rmse: 3.66246 [607] valid_0's rmse: 3.30716 valid_1's rmse: 3.66242 [608] valid_0's rmse: 3.3069 valid_1's rmse: 3.66246 [609] valid_0's rmse: 3.30657 valid_1's rmse: 3.66232 [610] valid_0's rmse: 3.30631 valid_1's rmse: 3.66226 [611] valid_0's rmse: 3.30584 valid_1's rmse: 3.6622 [612] valid_0's rmse: 3.30533 valid_1's rmse: 3.66201 [613] valid_0's rmse: 3.30498 valid_1's rmse: 3.66202 [614] valid_0's rmse: 3.30463 valid_1's rmse: 3.66199 [615] valid_0's rmse: 3.30432 valid_1's rmse: 3.66199 [616] valid_0's rmse: 3.3039 valid_1's rmse: 3.6622 [617] valid_0's rmse: 3.30344 valid_1's rmse: 3.66193 [618] valid_0's rmse: 3.30304 valid_1's rmse: 3.66188 [619] valid_0's rmse: 3.30268 valid_1's rmse: 3.66205 [620] valid_0's rmse: 3.30223 valid_1's rmse: 3.66187 [621] valid_0's rmse: 3.30157 valid_1's rmse: 3.66153 [622] valid_0's rmse: 3.30127 valid_1's rmse: 3.66134 [623] valid_0's rmse: 3.30084 valid_1's rmse: 3.66125 [624] valid_0's rmse: 3.30022 valid_1's rmse: 3.661 [625] valid_0's rmse: 3.29977 valid_1's rmse: 3.66088 [626] valid_0's rmse: 3.29935 valid_1's rmse: 3.6607 [627] valid_0's rmse: 3.29886 valid_1's rmse: 3.66082 [628] valid_0's rmse: 3.29848 valid_1's rmse: 3.66076 [629] valid_0's rmse: 3.29821 valid_1's rmse: 3.66067 [630] valid_0's rmse: 3.29782 valid_1's rmse: 3.66103 [631] valid_0's rmse: 3.29733 valid_1's rmse: 3.66102 [632] valid_0's rmse: 3.29685 valid_1's rmse: 3.66089 [633] valid_0's rmse: 3.29588 valid_1's rmse: 3.66014 [634] valid_0's rmse: 3.2956 valid_1's rmse: 3.65992 [635] valid_0's rmse: 3.29518 valid_1's rmse: 3.65989 [636] valid_0's rmse: 3.29467 valid_1's rmse: 3.65962 [637] valid_0's rmse: 3.29426 valid_1's rmse: 3.65956 [638] valid_0's rmse: 3.29387 valid_1's rmse: 3.65959 [639] valid_0's rmse: 3.29362 valid_1's rmse: 3.6595 [640] valid_0's rmse: 3.29336 valid_1's rmse: 3.65943 [641] valid_0's rmse: 3.29282 valid_1's rmse: 3.65923 [642] valid_0's rmse: 3.29226 valid_1's rmse: 3.65901 [643] valid_0's rmse: 3.29176 valid_1's rmse: 3.65909 [644] valid_0's rmse: 3.29134 valid_1's rmse: 3.65899 [645] valid_0's rmse: 3.29095 valid_1's rmse: 3.65891 [646] valid_0's rmse: 3.29073 valid_1's rmse: 3.65886 [647] valid_0's rmse: 3.2905 valid_1's rmse: 3.65879 [648] valid_0's rmse: 3.29012 valid_1's rmse: 3.6587 [649] valid_0's rmse: 3.28982 valid_1's rmse: 3.65862 [650] valid_0's rmse: 3.2893 valid_1's rmse: 3.6589 [651] valid_0's rmse: 3.289 valid_1's rmse: 3.65878 [652] valid_0's rmse: 3.28852 valid_1's rmse: 3.65867 [653] valid_0's rmse: 3.28808 valid_1's rmse: 3.65867 [654] valid_0's rmse: 3.28758 valid_1's rmse: 3.6587 [655] valid_0's rmse: 3.28723 valid_1's rmse: 3.65862 [656] valid_0's rmse: 3.28706 valid_1's rmse: 3.65853 [657] valid_0's rmse: 3.28675 valid_1's rmse: 3.65844 [658] valid_0's rmse: 3.28641 valid_1's rmse: 3.65848 [659] valid_0's rmse: 3.28578 valid_1's rmse: 3.65811 [660] valid_0's rmse: 3.28551 valid_1's rmse: 3.65808 [661] valid_0's rmse: 3.28521 valid_1's rmse: 3.65801 [662] valid_0's rmse: 3.28464 valid_1's rmse: 3.65791 [663] valid_0's rmse: 3.28436 valid_1's rmse: 3.65783 [664] valid_0's rmse: 3.28393 valid_1's rmse: 3.65799 [665] valid_0's rmse: 3.28353 valid_1's rmse: 3.65792 [666] valid_0's rmse: 3.28312 valid_1's rmse: 3.65787 [667] valid_0's rmse: 3.28271 valid_1's rmse: 3.65797 [668] valid_0's rmse: 3.28233 valid_1's rmse: 3.6578 [669] valid_0's rmse: 3.28176 valid_1's rmse: 3.65757 [670] valid_0's rmse: 3.28141 valid_1's rmse: 3.65765 [671] valid_0's rmse: 3.28111 valid_1's rmse: 3.65764 [672] valid_0's rmse: 3.2807 valid_1's rmse: 3.65768 [673] valid_0's rmse: 3.28026 valid_1's rmse: 3.65779 [674] valid_0's rmse: 3.27989 valid_1's rmse: 3.65784 [675] valid_0's rmse: 3.27973 valid_1's rmse: 3.6579 [676] valid_0's rmse: 3.27929 valid_1's rmse: 3.65779 [677] valid_0's rmse: 3.27872 valid_1's rmse: 3.65767 [678] valid_0's rmse: 3.27818 valid_1's rmse: 3.65762 [679] valid_0's rmse: 3.27774 valid_1's rmse: 3.6575 [680] valid_0's rmse: 3.277 valid_1's rmse: 3.65702 [681] valid_0's rmse: 3.27669 valid_1's rmse: 3.65695 [682] valid_0's rmse: 3.27635 valid_1's rmse: 3.65701 [683] valid_0's rmse: 3.27605 valid_1's rmse: 3.65693 [684] valid_0's rmse: 3.27581 valid_1's rmse: 3.6569 [685] valid_0's rmse: 3.27543 valid_1's rmse: 3.65682 [686] valid_0's rmse: 3.27507 valid_1's rmse: 3.65697 [687] valid_0's rmse: 3.27451 valid_1's rmse: 3.65697 [688] valid_0's rmse: 3.27422 valid_1's rmse: 3.65695 [689] valid_0's rmse: 3.27389 valid_1's rmse: 3.65706 [690] valid_0's rmse: 3.27346 valid_1's rmse: 3.65702 [691] valid_0's rmse: 3.27289 valid_1's rmse: 3.65707 [692] valid_0's rmse: 3.27256 valid_1's rmse: 3.65716 [693] valid_0's rmse: 3.27207 valid_1's rmse: 3.6576 [694] valid_0's rmse: 3.27175 valid_1's rmse: 3.65764 [695] valid_0's rmse: 3.27149 valid_1's rmse: 3.65755 [696] valid_0's rmse: 3.27116 valid_1's rmse: 3.65764 [697] valid_0's rmse: 3.27082 valid_1's rmse: 3.65753 [698] valid_0's rmse: 3.27058 valid_1's rmse: 3.6576 [699] valid_0's rmse: 3.27016 valid_1's rmse: 3.65736 [700] valid_0's rmse: 3.2699 valid_1's rmse: 3.65734 [701] valid_0's rmse: 3.26939 valid_1's rmse: 3.65739 [702] valid_0's rmse: 3.26912 valid_1's rmse: 3.65722 [703] valid_0's rmse: 3.2687 valid_1's rmse: 3.65726 [704] valid_0's rmse: 3.2684 valid_1's rmse: 3.65722 [705] valid_0's rmse: 3.26812 valid_1's rmse: 3.65741 Early stopping, best iteration is: [685] valid_0's rmse: 3.27543 valid_1's rmse: 3.65682 SCORE: 3.6568239630701527 [1] valid_0's rmse: 8.98558 valid_1's rmse: 8.94478 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.40052 valid_1's rmse: 8.36119 [3] valid_0's rmse: 7.8808 valid_1's rmse: 7.84324 [4] valid_0's rmse: 7.42548 valid_1's rmse: 7.38967 [5] valid_0's rmse: 7.04119 valid_1's rmse: 7.00687 [6] valid_0's rmse: 6.69855 valid_1's rmse: 6.66577 [7] valid_0's rmse: 6.417 valid_1's rmse: 6.38578 [8] valid_0's rmse: 6.16134 valid_1's rmse: 6.1308 [9] valid_0's rmse: 5.92019 valid_1's rmse: 5.89014 [10] valid_0's rmse: 5.71189 valid_1's rmse: 5.68245 [11] valid_0's rmse: 5.54586 valid_1's rmse: 5.5171 [12] valid_0's rmse: 5.38361 valid_1's rmse: 5.35577 [13] valid_0's rmse: 5.25824 valid_1's rmse: 5.23134 [14] valid_0's rmse: 5.15314 valid_1's rmse: 5.12706 [15] valid_0's rmse: 5.04305 valid_1's rmse: 5.01755 [16] valid_0's rmse: 4.94569 valid_1's rmse: 4.92126 [17] valid_0's rmse: 4.85421 valid_1's rmse: 4.8306 [18] valid_0's rmse: 4.79177 valid_1's rmse: 4.76926 [19] valid_0's rmse: 4.71978 valid_1's rmse: 4.69845 [20] valid_0's rmse: 4.65033 valid_1's rmse: 4.6287 [21] valid_0's rmse: 4.60594 valid_1's rmse: 4.58513 [22] valid_0's rmse: 4.56879 valid_1's rmse: 4.54931 [23] valid_0's rmse: 4.53628 valid_1's rmse: 4.51825 [24] valid_0's rmse: 4.49705 valid_1's rmse: 4.4795 [25] valid_0's rmse: 4.44978 valid_1's rmse: 4.43283 [26] valid_0's rmse: 4.42237 valid_1's rmse: 4.40676 [27] valid_0's rmse: 4.38252 valid_1's rmse: 4.3669 [28] valid_0's rmse: 4.3459 valid_1's rmse: 4.33099 [29] valid_0's rmse: 4.3291 valid_1's rmse: 4.31437 [30] valid_0's rmse: 4.30008 valid_1's rmse: 4.28514 [31] valid_0's rmse: 4.27717 valid_1's rmse: 4.26341 [32] valid_0's rmse: 4.25437 valid_1's rmse: 4.24088 [33] valid_0's rmse: 4.23494 valid_1's rmse: 4.22208 [34] valid_0's rmse: 4.21237 valid_1's rmse: 4.20011 [35] valid_0's rmse: 4.19264 valid_1's rmse: 4.18096 [36] valid_0's rmse: 4.18261 valid_1's rmse: 4.17148 [37] valid_0's rmse: 4.16849 valid_1's rmse: 4.15859 [38] valid_0's rmse: 4.15416 valid_1's rmse: 4.14466 [39] valid_0's rmse: 4.14753 valid_1's rmse: 4.13832 [40] valid_0's rmse: 4.13465 valid_1's rmse: 4.12567 [41] valid_0's rmse: 4.12566 valid_1's rmse: 4.11685 [42] valid_0's rmse: 4.11164 valid_1's rmse: 4.10347 [43] valid_0's rmse: 4.10383 valid_1's rmse: 4.09627 [44] valid_0's rmse: 4.09253 valid_1's rmse: 4.08585 [45] valid_0's rmse: 4.08376 valid_1's rmse: 4.07991 [46] valid_0's rmse: 4.07872 valid_1's rmse: 4.07581 [47] valid_0's rmse: 4.07351 valid_1's rmse: 4.07231 [48] valid_0's rmse: 4.05991 valid_1's rmse: 4.059 [49] valid_0's rmse: 4.05707 valid_1's rmse: 4.05702 [50] valid_0's rmse: 4.04827 valid_1's rmse: 4.04971 [51] valid_0's rmse: 4.04012 valid_1's rmse: 4.04207 [52] valid_0's rmse: 4.03339 valid_1's rmse: 4.03676 [53] valid_0's rmse: 4.02716 valid_1's rmse: 4.032 [54] valid_0's rmse: 4.01736 valid_1's rmse: 4.02312 [55] valid_0's rmse: 4.00806 valid_1's rmse: 4.0139 [56] valid_0's rmse: 4.00038 valid_1's rmse: 4.00657 [57] valid_0's rmse: 3.99482 valid_1's rmse: 4.00136 [58] valid_0's rmse: 3.98957 valid_1's rmse: 3.99687 [59] valid_0's rmse: 3.98475 valid_1's rmse: 3.99213 [60] valid_0's rmse: 3.97983 valid_1's rmse: 3.98818 [61] valid_0's rmse: 3.97482 valid_1's rmse: 3.98597 [62] valid_0's rmse: 3.97166 valid_1's rmse: 3.98446 [63] valid_0's rmse: 3.96705 valid_1's rmse: 3.98024 [64] valid_0's rmse: 3.96229 valid_1's rmse: 3.97801 [65] valid_0's rmse: 3.95773 valid_1's rmse: 3.97496 [66] valid_0's rmse: 3.95342 valid_1's rmse: 3.97121 [67] valid_0's rmse: 3.94268 valid_1's rmse: 3.96061 [68] valid_0's rmse: 3.939 valid_1's rmse: 3.95821 [69] valid_0's rmse: 3.93467 valid_1's rmse: 3.95428 [70] valid_0's rmse: 3.93254 valid_1's rmse: 3.95281 [71] valid_0's rmse: 3.92264 valid_1's rmse: 3.94302 [72] valid_0's rmse: 3.91806 valid_1's rmse: 3.93934 [73] valid_0's rmse: 3.91301 valid_1's rmse: 3.93462 [74] valid_0's rmse: 3.90618 valid_1's rmse: 3.92869 [75] valid_0's rmse: 3.90138 valid_1's rmse: 3.92419 [76] valid_0's rmse: 3.89887 valid_1's rmse: 3.92241 [77] valid_0's rmse: 3.89413 valid_1's 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[431] valid_0's rmse: 3.45414 valid_1's rmse: 3.68277 [432] valid_0's rmse: 3.4537 valid_1's rmse: 3.68294 [433] valid_0's rmse: 3.45298 valid_1's rmse: 3.68241 [434] valid_0's rmse: 3.4526 valid_1's rmse: 3.68234 [435] valid_0's rmse: 3.452 valid_1's rmse: 3.68185 [436] valid_0's rmse: 3.45127 valid_1's rmse: 3.68128 [437] valid_0's rmse: 3.45055 valid_1's rmse: 3.68084 [438] valid_0's rmse: 3.44971 valid_1's rmse: 3.68059 [439] valid_0's rmse: 3.44941 valid_1's rmse: 3.68061 [440] valid_0's rmse: 3.44882 valid_1's rmse: 3.68067 [441] valid_0's rmse: 3.44841 valid_1's rmse: 3.6806 [442] valid_0's rmse: 3.44796 valid_1's rmse: 3.68037 [443] valid_0's rmse: 3.44745 valid_1's rmse: 3.68019 [444] valid_0's rmse: 3.44664 valid_1's rmse: 3.67986 [445] valid_0's rmse: 3.44612 valid_1's rmse: 3.67981 [446] valid_0's rmse: 3.44572 valid_1's rmse: 3.6799 [447] valid_0's rmse: 3.44539 valid_1's rmse: 3.67995 [448] valid_0's rmse: 3.44509 valid_1's rmse: 3.67991 [449] valid_0's rmse: 3.44427 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[598] valid_0's rmse: 3.37703 valid_1's rmse: 3.66512 [599] valid_0's rmse: 3.37669 valid_1's rmse: 3.66498 [600] valid_0's rmse: 3.37617 valid_1's rmse: 3.66471 [601] valid_0's rmse: 3.37574 valid_1's rmse: 3.66467 [602] valid_0's rmse: 3.37531 valid_1's rmse: 3.66439 [603] valid_0's rmse: 3.37499 valid_1's rmse: 3.66421 [604] valid_0's rmse: 3.37458 valid_1's rmse: 3.66425 [605] valid_0's rmse: 3.37423 valid_1's rmse: 3.6642 [606] valid_0's rmse: 3.37395 valid_1's rmse: 3.66399 [607] valid_0's rmse: 3.37365 valid_1's rmse: 3.66386 [608] valid_0's rmse: 3.37331 valid_1's rmse: 3.66381 [609] valid_0's rmse: 3.3728 valid_1's rmse: 3.6636 [610] valid_0's rmse: 3.37253 valid_1's rmse: 3.66357 [611] valid_0's rmse: 3.37223 valid_1's rmse: 3.66358 [612] valid_0's rmse: 3.37178 valid_1's rmse: 3.66333 [613] valid_0's rmse: 3.37154 valid_1's rmse: 3.66319 [614] valid_0's rmse: 3.37122 valid_1's rmse: 3.66302 [615] valid_0's rmse: 3.37097 valid_1's rmse: 3.66306 [616] valid_0's rmse: 3.37019 valid_1's rmse: 3.66249 [617] valid_0's rmse: 3.36985 valid_1's rmse: 3.66237 [618] valid_0's rmse: 3.36936 valid_1's rmse: 3.66245 [619] valid_0's rmse: 3.36918 valid_1's rmse: 3.66247 [620] valid_0's rmse: 3.36895 valid_1's rmse: 3.66247 [621] valid_0's rmse: 3.36846 valid_1's rmse: 3.66259 [622] valid_0's rmse: 3.3682 valid_1's rmse: 3.66254 [623] valid_0's rmse: 3.36799 valid_1's rmse: 3.66252 [624] valid_0's rmse: 3.36768 valid_1's rmse: 3.66235 [625] valid_0's rmse: 3.36739 valid_1's rmse: 3.66234 [626] valid_0's rmse: 3.36695 valid_1's rmse: 3.66231 [627] valid_0's rmse: 3.36657 valid_1's rmse: 3.66231 [628] valid_0's rmse: 3.36616 valid_1's rmse: 3.66231 [629] valid_0's rmse: 3.36575 valid_1's rmse: 3.66219 [630] valid_0's rmse: 3.36538 valid_1's rmse: 3.66199 [631] valid_0's rmse: 3.36505 valid_1's rmse: 3.66191 [632] valid_0's rmse: 3.36474 valid_1's rmse: 3.6619 [633] valid_0's rmse: 3.36428 valid_1's rmse: 3.66197 [634] valid_0's rmse: 3.36373 valid_1's rmse: 3.66208 [635] valid_0's rmse: 3.36338 valid_1's rmse: 3.6622 [636] valid_0's rmse: 3.36306 valid_1's rmse: 3.66207 [637] valid_0's rmse: 3.36272 valid_1's rmse: 3.662 [638] valid_0's rmse: 3.36225 valid_1's rmse: 3.66197 [639] valid_0's rmse: 3.36185 valid_1's rmse: 3.6619 [640] valid_0's rmse: 3.36161 valid_1's rmse: 3.66183 [641] valid_0's rmse: 3.36114 valid_1's rmse: 3.6621 [642] valid_0's rmse: 3.36055 valid_1's rmse: 3.66211 [643] valid_0's rmse: 3.36018 valid_1's rmse: 3.66201 [644] valid_0's rmse: 3.35976 valid_1's rmse: 3.66187 [645] valid_0's rmse: 3.35939 valid_1's rmse: 3.66168 [646] valid_0's rmse: 3.3591 valid_1's rmse: 3.6616 [647] valid_0's rmse: 3.35884 valid_1's rmse: 3.66146 [648] valid_0's rmse: 3.35836 valid_1's rmse: 3.66179 [649] valid_0's rmse: 3.35797 valid_1's rmse: 3.66162 [650] valid_0's rmse: 3.35757 valid_1's rmse: 3.66172 [651] valid_0's rmse: 3.35708 valid_1's rmse: 3.66148 [652] valid_0's rmse: 3.35685 valid_1's rmse: 3.66137 [653] valid_0's rmse: 3.35653 valid_1's rmse: 3.66131 [654] valid_0's rmse: 3.35643 valid_1's rmse: 3.66126 [655] valid_0's rmse: 3.35611 valid_1's rmse: 3.66127 [656] valid_0's rmse: 3.35574 valid_1's rmse: 3.66134 [657] valid_0's rmse: 3.35548 valid_1's rmse: 3.66122 [658] valid_0's rmse: 3.35508 valid_1's rmse: 3.66107 [659] valid_0's rmse: 3.35478 valid_1's rmse: 3.66095 [660] valid_0's rmse: 3.35445 valid_1's rmse: 3.66096 [661] valid_0's rmse: 3.35405 valid_1's rmse: 3.66101 [662] valid_0's rmse: 3.35372 valid_1's rmse: 3.66106 [663] valid_0's rmse: 3.35332 valid_1's rmse: 3.66079 [664] valid_0's rmse: 3.35276 valid_1's rmse: 3.66086 [665] valid_0's rmse: 3.3524 valid_1's rmse: 3.66073 [666] valid_0's rmse: 3.35182 valid_1's rmse: 3.66078 [667] valid_0's rmse: 3.35157 valid_1's rmse: 3.66067 [668] valid_0's rmse: 3.35129 valid_1's rmse: 3.66067 [669] valid_0's rmse: 3.3509 valid_1's rmse: 3.66063 [670] valid_0's rmse: 3.3505 valid_1's rmse: 3.66114 [671] valid_0's rmse: 3.35003 valid_1's rmse: 3.66071 [672] valid_0's rmse: 3.34979 valid_1's rmse: 3.66058 [673] valid_0's rmse: 3.34949 valid_1's rmse: 3.6605 [674] valid_0's rmse: 3.34917 valid_1's rmse: 3.66028 [675] valid_0's rmse: 3.34871 valid_1's rmse: 3.66005 [676] valid_0's rmse: 3.34836 valid_1's rmse: 3.65991 [677] valid_0's rmse: 3.34784 valid_1's rmse: 3.65988 [678] valid_0's rmse: 3.34758 valid_1's rmse: 3.65987 [679] valid_0's rmse: 3.34714 valid_1's rmse: 3.6599 [680] valid_0's rmse: 3.34705 valid_1's rmse: 3.65992 [681] valid_0's rmse: 3.34675 valid_1's rmse: 3.66 [682] valid_0's rmse: 3.34637 valid_1's rmse: 3.65977 [683] valid_0's rmse: 3.34611 valid_1's rmse: 3.65983 [684] valid_0's rmse: 3.3457 valid_1's rmse: 3.65975 [685] valid_0's rmse: 3.34535 valid_1's rmse: 3.65976 [686] valid_0's rmse: 3.34496 valid_1's rmse: 3.65985 [687] valid_0's rmse: 3.34461 valid_1's rmse: 3.65965 [688] valid_0's rmse: 3.34423 valid_1's rmse: 3.65969 [689] valid_0's rmse: 3.3439 valid_1's rmse: 3.6596 [690] valid_0's rmse: 3.34374 valid_1's rmse: 3.65949 [691] valid_0's rmse: 3.34344 valid_1's rmse: 3.65941 [692] valid_0's rmse: 3.34309 valid_1's rmse: 3.65946 [693] valid_0's rmse: 3.34282 valid_1's rmse: 3.65937 [694] valid_0's rmse: 3.34234 valid_1's rmse: 3.65924 [695] valid_0's rmse: 3.34209 valid_1's rmse: 3.65925 [696] valid_0's rmse: 3.34172 valid_1's rmse: 3.6592 [697] valid_0's rmse: 3.34137 valid_1's rmse: 3.65915 [698] valid_0's rmse: 3.34118 valid_1's rmse: 3.65925 [699] valid_0's rmse: 3.34094 valid_1's rmse: 3.65918 [700] valid_0's rmse: 3.34078 valid_1's rmse: 3.6591 [701] valid_0's rmse: 3.34038 valid_1's rmse: 3.65911 [702] valid_0's rmse: 3.33998 valid_1's rmse: 3.65909 [703] valid_0's rmse: 3.33978 valid_1's rmse: 3.65907 [704] valid_0's rmse: 3.33928 valid_1's rmse: 3.65908 [705] valid_0's rmse: 3.33916 valid_1's rmse: 3.65898 [706] valid_0's rmse: 3.33884 valid_1's rmse: 3.65879 [707] valid_0's rmse: 3.33858 valid_1's rmse: 3.65865 [708] valid_0's rmse: 3.33825 valid_1's rmse: 3.65872 [709] valid_0's rmse: 3.33781 valid_1's rmse: 3.65858 [710] valid_0's rmse: 3.33742 valid_1's rmse: 3.65865 [711] valid_0's rmse: 3.33704 valid_1's rmse: 3.65843 [712] valid_0's rmse: 3.33662 valid_1's rmse: 3.65836 [713] valid_0's rmse: 3.3363 valid_1's rmse: 3.65831 [714] valid_0's rmse: 3.33607 valid_1's rmse: 3.65813 [715] valid_0's rmse: 3.3357 valid_1's rmse: 3.65822 [716] valid_0's rmse: 3.33543 valid_1's rmse: 3.65823 [717] valid_0's rmse: 3.33495 valid_1's rmse: 3.65827 [718] valid_0's rmse: 3.3347 valid_1's rmse: 3.65821 [719] valid_0's rmse: 3.33404 valid_1's rmse: 3.65793 [720] valid_0's rmse: 3.33378 valid_1's rmse: 3.65791 [721] valid_0's rmse: 3.33364 valid_1's rmse: 3.65787 [722] valid_0's rmse: 3.33337 valid_1's rmse: 3.65788 [723] valid_0's rmse: 3.33308 valid_1's rmse: 3.65766 [724] valid_0's rmse: 3.33277 valid_1's rmse: 3.65759 [725] valid_0's rmse: 3.33238 valid_1's rmse: 3.65746 [726] valid_0's rmse: 3.33198 valid_1's rmse: 3.65731 [727] valid_0's rmse: 3.33162 valid_1's rmse: 3.6572 [728] valid_0's rmse: 3.33146 valid_1's rmse: 3.6571 [729] valid_0's rmse: 3.33115 valid_1's rmse: 3.657 [730] valid_0's rmse: 3.33063 valid_1's rmse: 3.65682 [731] valid_0's rmse: 3.33009 valid_1's rmse: 3.65663 [732] valid_0's rmse: 3.32985 valid_1's rmse: 3.65662 [733] valid_0's rmse: 3.32936 valid_1's rmse: 3.65651 [734] valid_0's rmse: 3.32903 valid_1's rmse: 3.65625 [735] valid_0's rmse: 3.32874 valid_1's rmse: 3.65623 [736] valid_0's rmse: 3.32849 valid_1's rmse: 3.65627 [737] valid_0's rmse: 3.32819 valid_1's rmse: 3.65623 [738] valid_0's rmse: 3.32782 valid_1's rmse: 3.65626 [739] valid_0's rmse: 3.3276 valid_1's rmse: 3.65623 [740] valid_0's rmse: 3.32738 valid_1's rmse: 3.6562 [741] valid_0's rmse: 3.32688 valid_1's rmse: 3.65614 [742] valid_0's rmse: 3.32645 valid_1's rmse: 3.65621 [743] valid_0's rmse: 3.32626 valid_1's rmse: 3.65624 [744] valid_0's rmse: 3.32609 valid_1's rmse: 3.65623 [745] valid_0's rmse: 3.32594 valid_1's rmse: 3.65615 [746] valid_0's rmse: 3.32561 valid_1's rmse: 3.65594 [747] valid_0's rmse: 3.32523 valid_1's rmse: 3.65578 [748] valid_0's rmse: 3.32478 valid_1's rmse: 3.65566 [749] valid_0's rmse: 3.32449 valid_1's rmse: 3.65566 [750] valid_0's rmse: 3.32408 valid_1's rmse: 3.65567 [751] valid_0's rmse: 3.32386 valid_1's rmse: 3.65566 [752] valid_0's rmse: 3.32349 valid_1's rmse: 3.65559 [753] valid_0's rmse: 3.3231 valid_1's rmse: 3.65554 [754] valid_0's rmse: 3.32267 valid_1's rmse: 3.65543 [755] valid_0's rmse: 3.32242 valid_1's rmse: 3.65555 [756] valid_0's rmse: 3.32209 valid_1's rmse: 3.65554 [757] valid_0's rmse: 3.3217 valid_1's rmse: 3.65539 [758] valid_0's rmse: 3.32142 valid_1's rmse: 3.6554 [759] valid_0's rmse: 3.32104 valid_1's rmse: 3.65528 [760] valid_0's rmse: 3.32072 valid_1's rmse: 3.65525 [761] valid_0's rmse: 3.32057 valid_1's rmse: 3.6552 [762] valid_0's rmse: 3.32035 valid_1's rmse: 3.65508 [763] valid_0's rmse: 3.32005 valid_1's rmse: 3.65505 [764] valid_0's rmse: 3.31973 valid_1's rmse: 3.6551 [765] valid_0's rmse: 3.31946 valid_1's rmse: 3.65501 [766] valid_0's rmse: 3.31879 valid_1's rmse: 3.65471 [767] valid_0's rmse: 3.31844 valid_1's rmse: 3.65432 [768] valid_0's rmse: 3.31827 valid_1's rmse: 3.65433 [769] valid_0's rmse: 3.31792 valid_1's rmse: 3.65422 [770] valid_0's rmse: 3.31759 valid_1's rmse: 3.65408 [771] valid_0's rmse: 3.31716 valid_1's rmse: 3.65413 [772] valid_0's rmse: 3.31671 valid_1's rmse: 3.65418 [773] valid_0's rmse: 3.31633 valid_1's rmse: 3.65417 [774] valid_0's rmse: 3.31615 valid_1's rmse: 3.65412 [775] valid_0's rmse: 3.31576 valid_1's rmse: 3.65404 [776] valid_0's rmse: 3.31553 valid_1's rmse: 3.65415 [777] valid_0's rmse: 3.31532 valid_1's rmse: 3.65415 [778] valid_0's rmse: 3.3151 valid_1's rmse: 3.65409 [779] valid_0's rmse: 3.31475 valid_1's rmse: 3.65397 [780] valid_0's rmse: 3.31436 valid_1's rmse: 3.65376 [781] valid_0's rmse: 3.31405 valid_1's rmse: 3.65364 [782] valid_0's rmse: 3.3137 valid_1's rmse: 3.65368 [783] valid_0's rmse: 3.31344 valid_1's rmse: 3.6536 [784] valid_0's rmse: 3.31303 valid_1's rmse: 3.65355 [785] valid_0's rmse: 3.3128 valid_1's rmse: 3.6536 [786] valid_0's rmse: 3.31255 valid_1's rmse: 3.65349 [787] valid_0's rmse: 3.31229 valid_1's rmse: 3.65345 [788] valid_0's rmse: 3.31195 valid_1's rmse: 3.65357 [789] valid_0's rmse: 3.31151 valid_1's rmse: 3.65344 [790] valid_0's rmse: 3.31129 valid_1's rmse: 3.65338 [791] valid_0's rmse: 3.31098 valid_1's rmse: 3.65343 [792] valid_0's rmse: 3.31064 valid_1's rmse: 3.65332 [793] valid_0's rmse: 3.31039 valid_1's rmse: 3.65325 [794] valid_0's rmse: 3.31007 valid_1's rmse: 3.65316 [795] valid_0's rmse: 3.30979 valid_1's rmse: 3.65309 [796] valid_0's rmse: 3.30959 valid_1's rmse: 3.65306 [797] valid_0's rmse: 3.30922 valid_1's rmse: 3.65292 [798] valid_0's rmse: 3.30887 valid_1's rmse: 3.65291 [799] valid_0's rmse: 3.30871 valid_1's rmse: 3.6529 [800] valid_0's rmse: 3.30855 valid_1's rmse: 3.65288 [801] valid_0's rmse: 3.30822 valid_1's rmse: 3.6528 [802] valid_0's rmse: 3.30798 valid_1's rmse: 3.65268 [803] valid_0's rmse: 3.30776 valid_1's rmse: 3.65262 [804] valid_0's rmse: 3.30747 valid_1's rmse: 3.65244 [805] valid_0's rmse: 3.30719 valid_1's rmse: 3.65246 [806] valid_0's rmse: 3.30664 valid_1's rmse: 3.65231 [807] valid_0's rmse: 3.30629 valid_1's rmse: 3.65215 [808] valid_0's rmse: 3.30589 valid_1's rmse: 3.65207 [809] valid_0's rmse: 3.30563 valid_1's rmse: 3.65206 [810] valid_0's rmse: 3.30533 valid_1's rmse: 3.65191 [811] valid_0's rmse: 3.30489 valid_1's rmse: 3.65167 [812] valid_0's rmse: 3.3046 valid_1's rmse: 3.65168 [813] valid_0's rmse: 3.30424 valid_1's rmse: 3.65169 [814] valid_0's rmse: 3.304 valid_1's rmse: 3.65172 [815] valid_0's rmse: 3.30363 valid_1's rmse: 3.65157 [816] valid_0's rmse: 3.3032 valid_1's rmse: 3.65138 [817] valid_0's rmse: 3.30294 valid_1's rmse: 3.65144 [818] valid_0's rmse: 3.30268 valid_1's rmse: 3.6515 [819] valid_0's rmse: 3.30254 valid_1's rmse: 3.6515 [820] valid_0's rmse: 3.30237 valid_1's rmse: 3.65148 [821] valid_0's rmse: 3.30207 valid_1's rmse: 3.65148 [822] valid_0's rmse: 3.30164 valid_1's rmse: 3.6514 [823] valid_0's rmse: 3.30128 valid_1's rmse: 3.65145 [824] valid_0's rmse: 3.301 valid_1's rmse: 3.6513 [825] valid_0's rmse: 3.30057 valid_1's rmse: 3.65132 [826] valid_0's rmse: 3.30019 valid_1's rmse: 3.65109 [827] valid_0's rmse: 3.29984 valid_1's rmse: 3.65092 [828] valid_0's rmse: 3.29955 valid_1's rmse: 3.65106 [829] valid_0's rmse: 3.29915 valid_1's rmse: 3.6509 [830] valid_0's rmse: 3.29876 valid_1's rmse: 3.65069 [831] valid_0's rmse: 3.29842 valid_1's rmse: 3.65054 [832] valid_0's rmse: 3.29787 valid_1's rmse: 3.65039 [833] valid_0's rmse: 3.29728 valid_1's rmse: 3.65021 [834] valid_0's rmse: 3.29698 valid_1's rmse: 3.65003 [835] valid_0's rmse: 3.29662 valid_1's rmse: 3.65001 [836] valid_0's rmse: 3.29607 valid_1's rmse: 3.64965 [837] valid_0's rmse: 3.29581 valid_1's rmse: 3.64962 [838] valid_0's rmse: 3.29553 valid_1's rmse: 3.64957 [839] valid_0's rmse: 3.29527 valid_1's rmse: 3.64957 [840] valid_0's rmse: 3.29514 valid_1's rmse: 3.64957 [841] valid_0's rmse: 3.29478 valid_1's rmse: 3.64979 [842] valid_0's rmse: 3.29432 valid_1's rmse: 3.64982 [843] valid_0's rmse: 3.29406 valid_1's rmse: 3.64963 [844] valid_0's rmse: 3.29367 valid_1's rmse: 3.64956 [845] valid_0's rmse: 3.29348 valid_1's rmse: 3.64963 [846] valid_0's rmse: 3.29316 valid_1's rmse: 3.64975 [847] valid_0's rmse: 3.29272 valid_1's rmse: 3.64983 [848] valid_0's rmse: 3.2925 valid_1's rmse: 3.64981 [849] valid_0's rmse: 3.29224 valid_1's rmse: 3.64981 [850] valid_0's rmse: 3.29188 valid_1's rmse: 3.64971 [851] valid_0's rmse: 3.29163 valid_1's rmse: 3.64958 [852] valid_0's rmse: 3.29143 valid_1's rmse: 3.64947 [853] valid_0's rmse: 3.29105 valid_1's rmse: 3.64924 [854] valid_0's rmse: 3.29083 valid_1's rmse: 3.64927 [855] valid_0's rmse: 3.29056 valid_1's rmse: 3.64924 [856] valid_0's rmse: 3.29035 valid_1's rmse: 3.64924 [857] valid_0's rmse: 3.28977 valid_1's rmse: 3.64908 [858] valid_0's rmse: 3.2894 valid_1's rmse: 3.64908 [859] valid_0's rmse: 3.28904 valid_1's rmse: 3.64896 [860] valid_0's rmse: 3.28856 valid_1's rmse: 3.64871 [861] valid_0's rmse: 3.28815 valid_1's rmse: 3.6486 [862] valid_0's rmse: 3.28764 valid_1's rmse: 3.64843 [863] valid_0's rmse: 3.28731 valid_1's rmse: 3.64847 [864] valid_0's rmse: 3.28697 valid_1's rmse: 3.64827 [865] valid_0's rmse: 3.28667 valid_1's rmse: 3.64826 [866] valid_0's rmse: 3.28651 valid_1's rmse: 3.64822 [867] valid_0's rmse: 3.28619 valid_1's rmse: 3.64831 [868] valid_0's rmse: 3.28594 valid_1's rmse: 3.64833 [869] valid_0's rmse: 3.28572 valid_1's rmse: 3.64835 [870] valid_0's rmse: 3.28535 valid_1's rmse: 3.6483 [871] valid_0's rmse: 3.28516 valid_1's rmse: 3.64825 [872] valid_0's rmse: 3.28486 valid_1's rmse: 3.64829 [873] valid_0's rmse: 3.28444 valid_1's rmse: 3.64823 [874] valid_0's rmse: 3.28418 valid_1's rmse: 3.64812 [875] valid_0's rmse: 3.28399 valid_1's rmse: 3.64814 [876] valid_0's rmse: 3.28358 valid_1's rmse: 3.64804 [877] valid_0's rmse: 3.28321 valid_1's rmse: 3.64803 [878] valid_0's rmse: 3.28283 valid_1's rmse: 3.64795 [879] valid_0's rmse: 3.28254 valid_1's rmse: 3.64783 [880] valid_0's rmse: 3.28228 valid_1's rmse: 3.64778 [881] valid_0's rmse: 3.28194 valid_1's rmse: 3.64758 [882] valid_0's rmse: 3.28142 valid_1's rmse: 3.64781 [883] valid_0's rmse: 3.28115 valid_1's rmse: 3.64777 [884] valid_0's rmse: 3.28083 valid_1's rmse: 3.64794 [885] valid_0's rmse: 3.28061 valid_1's rmse: 3.64808 [886] valid_0's rmse: 3.2803 valid_1's rmse: 3.64817 [887] valid_0's rmse: 3.2801 valid_1's rmse: 3.64812 [888] valid_0's rmse: 3.27952 valid_1's rmse: 3.64804 [889] valid_0's rmse: 3.27926 valid_1's rmse: 3.64814 [890] valid_0's rmse: 3.27898 valid_1's rmse: 3.64811 [891] valid_0's rmse: 3.27884 valid_1's rmse: 3.64806 [892] valid_0's rmse: 3.27858 valid_1's rmse: 3.64802 [893] valid_0's rmse: 3.2783 valid_1's rmse: 3.648 [894] valid_0's rmse: 3.27789 valid_1's rmse: 3.64789 [895] valid_0's rmse: 3.27771 valid_1's rmse: 3.64783 [896] valid_0's rmse: 3.2773 valid_1's rmse: 3.64767 [897] valid_0's rmse: 3.27705 valid_1's rmse: 3.64766 [898] valid_0's rmse: 3.27683 valid_1's rmse: 3.64768 [899] valid_0's rmse: 3.27655 valid_1's rmse: 3.64786 [900] valid_0's rmse: 3.27633 valid_1's rmse: 3.64783 [901] valid_0's rmse: 3.27587 valid_1's rmse: 3.6477 Early stopping, best iteration is: [881] valid_0's rmse: 3.28194 valid_1's rmse: 3.64758 SCORE: 3.6475766696160274 [1] valid_0's rmse: 8.96963 valid_1's rmse: 8.92827 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37727 valid_1's rmse: 8.33834 [3] valid_0's rmse: 7.85509 valid_1's rmse: 7.81714 [4] valid_0's rmse: 7.3974 valid_1's rmse: 7.36014 [5] valid_0's rmse: 6.99787 valid_1's rmse: 6.96217 [6] valid_0's rmse: 6.65079 valid_1's rmse: 6.61597 [7] valid_0's rmse: 6.34684 valid_1's rmse: 6.31326 [8] valid_0's rmse: 6.07461 valid_1's rmse: 6.0418 [9] valid_0's rmse: 5.85276 valid_1's rmse: 5.82129 [10] valid_0's rmse: 5.66136 valid_1's rmse: 5.63014 [11] valid_0's rmse: 5.4654 valid_1's rmse: 5.43599 [12] valid_0's rmse: 5.32801 valid_1's rmse: 5.30004 [13] valid_0's rmse: 5.19537 valid_1's rmse: 5.16797 [14] valid_0's rmse: 5.07864 valid_1's rmse: 5.05253 [15] valid_0's rmse: 4.98271 valid_1's rmse: 4.95711 [16] valid_0's rmse: 4.88735 valid_1's rmse: 4.86249 [17] valid_0's rmse: 4.81105 valid_1's rmse: 4.78812 [18] valid_0's rmse: 4.73431 valid_1's rmse: 4.71253 [19] valid_0's rmse: 4.68616 valid_1's rmse: 4.66665 [20] valid_0's rmse: 4.61478 valid_1's rmse: 4.59607 [21] valid_0's rmse: 4.56731 valid_1's rmse: 4.54932 [22] valid_0's rmse: 4.52889 valid_1's rmse: 4.51126 [23] valid_0's rmse: 4.48108 valid_1's rmse: 4.46395 [24] valid_0's rmse: 4.45123 valid_1's rmse: 4.43729 [25] valid_0's rmse: 4.42392 valid_1's rmse: 4.41085 [26] valid_0's rmse: 4.39766 valid_1's rmse: 4.38626 [27] valid_0's rmse: 4.3523 valid_1's rmse: 4.34175 [28] valid_0's rmse: 4.32171 valid_1's rmse: 4.31193 [29] valid_0's rmse: 4.29343 valid_1's rmse: 4.28464 [30] valid_0's rmse: 4.25487 valid_1's rmse: 4.24616 [31] valid_0's rmse: 4.23859 valid_1's rmse: 4.23361 [32] valid_0's rmse: 4.22215 valid_1's rmse: 4.22061 [33] valid_0's rmse: 4.20703 valid_1's rmse: 4.2067 [34] valid_0's rmse: 4.19661 valid_1's rmse: 4.19784 [35] valid_0's rmse: 4.17971 valid_1's rmse: 4.18191 [36] valid_0's rmse: 4.16971 valid_1's rmse: 4.17311 [37] valid_0's rmse: 4.14336 valid_1's rmse: 4.14672 [38] valid_0's rmse: 4.12833 valid_1's rmse: 4.13209 [39] valid_0's rmse: 4.12208 valid_1's rmse: 4.12654 [40] valid_0's rmse: 4.10385 valid_1's rmse: 4.10869 [41] valid_0's rmse: 4.09257 valid_1's rmse: 4.09758 [42] valid_0's rmse: 4.08335 valid_1's rmse: 4.08887 [43] valid_0's rmse: 4.07689 valid_1's rmse: 4.08423 [44] valid_0's rmse: 4.05955 valid_1's rmse: 4.06722 [45] valid_0's rmse: 4.0506 valid_1's rmse: 4.0606 [46] valid_0's rmse: 4.0425 valid_1's rmse: 4.05394 [47] valid_0's rmse: 4.03594 valid_1's rmse: 4.04841 [48] valid_0's rmse: 4.02127 valid_1's rmse: 4.03411 [49] valid_0's rmse: 4.01096 valid_1's rmse: 4.02472 [50] valid_0's rmse: 4.00578 valid_1's rmse: 4.0205 [51] valid_0's rmse: 3.99732 valid_1's rmse: 4.0128 [52] valid_0's rmse: 3.98515 valid_1's rmse: 4.00101 [53] valid_0's rmse: 3.9794 valid_1's rmse: 3.99815 [54] valid_0's rmse: 3.96815 valid_1's rmse: 3.98716 [55] valid_0's rmse: 3.96121 valid_1's rmse: 3.98203 [56] valid_0's rmse: 3.95431 valid_1's rmse: 3.97579 [57] valid_0's rmse: 3.94728 valid_1's rmse: 3.96967 [58] valid_0's rmse: 3.94168 valid_1's rmse: 3.9645 [59] valid_0's rmse: 3.93579 valid_1's rmse: 3.95936 [60] valid_0's rmse: 3.92737 valid_1's rmse: 3.95132 [61] valid_0's rmse: 3.9226 valid_1's rmse: 3.94769 [62] valid_0's rmse: 3.91807 valid_1's rmse: 3.94503 [63] valid_0's rmse: 3.91393 valid_1's rmse: 3.94207 [64] valid_0's rmse: 3.90775 valid_1's rmse: 3.93655 [65] valid_0's rmse: 3.90256 valid_1's rmse: 3.93229 [66] valid_0's rmse: 3.89641 valid_1's rmse: 3.92617 [67] valid_0's rmse: 3.89183 valid_1's rmse: 3.92271 [68] valid_0's rmse: 3.88792 valid_1's rmse: 3.92008 [69] valid_0's rmse: 3.8825 valid_1's rmse: 3.91529 [70] valid_0's rmse: 3.87845 valid_1's rmse: 3.9136 [71] valid_0's rmse: 3.87518 valid_1's rmse: 3.91172 [72] valid_0's rmse: 3.86863 valid_1's rmse: 3.90532 [73] valid_0's rmse: 3.86566 valid_1's rmse: 3.90305 [74] valid_0's rmse: 3.85597 valid_1's rmse: 3.89349 [75] valid_0's rmse: 3.85026 valid_1's rmse: 3.88789 [76] valid_0's rmse: 3.84617 valid_1's rmse: 3.88549 [77] valid_0's rmse: 3.84227 valid_1's rmse: 3.88404 [78] valid_0's rmse: 3.83663 valid_1's rmse: 3.87861 [79] valid_0's rmse: 3.83383 valid_1's rmse: 3.87665 [80] valid_0's rmse: 3.82822 valid_1's rmse: 3.87206 [81] valid_0's rmse: 3.82522 valid_1's rmse: 3.87062 [82] valid_0's rmse: 3.82186 valid_1's rmse: 3.87053 [83] valid_0's rmse: 3.81703 valid_1's rmse: 3.86603 [84] valid_0's rmse: 3.81395 valid_1's rmse: 3.86467 [85] valid_0's rmse: 3.81171 valid_1's rmse: 3.86328 [86] valid_0's rmse: 3.80864 valid_1's rmse: 3.86148 [87] valid_0's rmse: 3.80174 valid_1's rmse: 3.85555 [88] valid_0's rmse: 3.7998 valid_1's rmse: 3.85429 [89] valid_0's rmse: 3.79425 valid_1's rmse: 3.8491 [90] valid_0's rmse: 3.7913 valid_1's rmse: 3.84684 [91] valid_0's rmse: 3.78673 valid_1's rmse: 3.84294 [92] valid_0's rmse: 3.78216 valid_1's rmse: 3.83892 [93] valid_0's rmse: 3.78 valid_1's rmse: 3.83769 [94] valid_0's rmse: 3.77817 valid_1's rmse: 3.83728 [95] valid_0's rmse: 3.77418 valid_1's rmse: 3.83341 [96] valid_0's rmse: 3.77233 valid_1's rmse: 3.833 [97] valid_0's rmse: 3.76946 valid_1's rmse: 3.8308 [98] valid_0's rmse: 3.76548 valid_1's rmse: 3.82831 [99] valid_0's rmse: 3.76249 valid_1's rmse: 3.82622 [100] valid_0's rmse: 3.7589 valid_1's rmse: 3.82324 [101] valid_0's rmse: 3.75629 valid_1's rmse: 3.82246 [102] valid_0's rmse: 3.75305 valid_1's rmse: 3.82014 [103] valid_0's rmse: 3.75096 valid_1's rmse: 3.81922 [104] valid_0's rmse: 3.7475 valid_1's rmse: 3.81656 [105] valid_0's rmse: 3.74353 valid_1's rmse: 3.81456 [106] valid_0's rmse: 3.74158 valid_1's rmse: 3.81324 [107] valid_0's rmse: 3.73848 valid_1's rmse: 3.81133 [108] valid_0's rmse: 3.73493 valid_1's rmse: 3.80938 [109] valid_0's rmse: 3.73335 valid_1's rmse: 3.80891 [110] valid_0's rmse: 3.73089 valid_1's rmse: 3.80781 [111] valid_0's rmse: 3.72877 valid_1's rmse: 3.80665 [112] valid_0's rmse: 3.72633 valid_1's rmse: 3.80535 [113] valid_0's rmse: 3.72448 valid_1's rmse: 3.80458 [114] valid_0's rmse: 3.72224 valid_1's rmse: 3.80425 [115] valid_0's rmse: 3.71989 valid_1's rmse: 3.80232 [116] valid_0's rmse: 3.71773 valid_1's rmse: 3.80107 [117] valid_0's rmse: 3.71553 valid_1's rmse: 3.79984 [118] valid_0's rmse: 3.71386 valid_1's rmse: 3.7997 [119] valid_0's rmse: 3.71113 valid_1's rmse: 3.79767 [120] valid_0's rmse: 3.70938 valid_1's rmse: 3.79755 [121] valid_0's rmse: 3.70727 valid_1's rmse: 3.79586 [122] valid_0's rmse: 3.70441 valid_1's rmse: 3.7944 [123] valid_0's rmse: 3.70167 valid_1's rmse: 3.79185 [124] valid_0's rmse: 3.69967 valid_1's rmse: 3.79101 [125] valid_0's rmse: 3.6967 valid_1's rmse: 3.78967 [126] valid_0's rmse: 3.69523 valid_1's rmse: 3.78892 [127] valid_0's rmse: 3.69349 valid_1's rmse: 3.78903 [128] valid_0's rmse: 3.69118 valid_1's rmse: 3.78713 [129] valid_0's rmse: 3.68822 valid_1's rmse: 3.78445 [130] valid_0's rmse: 3.68649 valid_1's rmse: 3.78391 [131] valid_0's rmse: 3.68549 valid_1's rmse: 3.78327 [132] valid_0's rmse: 3.68433 valid_1's rmse: 3.78296 [133] valid_0's rmse: 3.68281 valid_1's rmse: 3.78248 [134] valid_0's rmse: 3.68103 valid_1's rmse: 3.78214 [135] valid_0's rmse: 3.67912 valid_1's rmse: 3.78059 [136] valid_0's rmse: 3.67651 valid_1's rmse: 3.77853 [137] valid_0's rmse: 3.67541 valid_1's rmse: 3.77799 [138] valid_0's rmse: 3.67391 valid_1's rmse: 3.77769 [139] valid_0's rmse: 3.67202 valid_1's rmse: 3.77623 [140] valid_0's rmse: 3.67103 valid_1's rmse: 3.77602 [141] valid_0's rmse: 3.66934 valid_1's rmse: 3.77546 [142] valid_0's rmse: 3.66793 valid_1's rmse: 3.77471 [143] valid_0's rmse: 3.66583 valid_1's rmse: 3.77369 [144] valid_0's rmse: 3.66447 valid_1's rmse: 3.77342 [145] valid_0's rmse: 3.6625 valid_1's rmse: 3.77233 [146] valid_0's rmse: 3.66099 valid_1's rmse: 3.77157 [147] valid_0's rmse: 3.65878 valid_1's rmse: 3.77014 [148] valid_0's rmse: 3.65642 valid_1's rmse: 3.76838 [149] valid_0's rmse: 3.65557 valid_1's rmse: 3.7682 [150] valid_0's rmse: 3.65408 valid_1's rmse: 3.76842 [151] valid_0's rmse: 3.65311 valid_1's rmse: 3.7681 [152] valid_0's rmse: 3.65084 valid_1's rmse: 3.76651 [153] valid_0's rmse: 3.64851 valid_1's rmse: 3.76497 [154] valid_0's rmse: 3.64705 valid_1's rmse: 3.76396 [155] valid_0's rmse: 3.64447 valid_1's rmse: 3.76237 [156] valid_0's rmse: 3.64307 valid_1's rmse: 3.76163 [157] valid_0's rmse: 3.64198 valid_1's rmse: 3.76111 [158] valid_0's rmse: 3.64026 valid_1's rmse: 3.76092 [159] valid_0's rmse: 3.63859 valid_1's rmse: 3.76068 [160] valid_0's rmse: 3.63743 valid_1's rmse: 3.76062 [161] valid_0's rmse: 3.63607 valid_1's rmse: 3.76096 [162] valid_0's rmse: 3.63463 valid_1's rmse: 3.76082 [163] valid_0's rmse: 3.63271 valid_1's rmse: 3.75991 [164] valid_0's rmse: 3.63046 valid_1's rmse: 3.75796 [165] valid_0's rmse: 3.62878 valid_1's rmse: 3.7571 [166] valid_0's rmse: 3.62716 valid_1's rmse: 3.75702 [167] valid_0's rmse: 3.62637 valid_1's rmse: 3.75701 [168] valid_0's rmse: 3.62473 valid_1's rmse: 3.75674 [169] valid_0's rmse: 3.62351 valid_1's rmse: 3.75668 [170] valid_0's rmse: 3.62201 valid_1's rmse: 3.75568 [171] valid_0's rmse: 3.62054 valid_1's rmse: 3.75522 [172] valid_0's rmse: 3.61902 valid_1's rmse: 3.75415 [173] valid_0's rmse: 3.61766 valid_1's rmse: 3.75437 [174] valid_0's rmse: 3.61574 valid_1's rmse: 3.75273 [175] valid_0's rmse: 3.61412 valid_1's rmse: 3.75223 [176] valid_0's rmse: 3.61171 valid_1's rmse: 3.75086 [177] valid_0's rmse: 3.60982 valid_1's rmse: 3.7502 [178] valid_0's rmse: 3.60919 valid_1's rmse: 3.75014 [179] valid_0's rmse: 3.60786 valid_1's rmse: 3.74939 [180] valid_0's rmse: 3.60584 valid_1's rmse: 3.74783 [181] valid_0's rmse: 3.60368 valid_1's rmse: 3.74652 [182] valid_0's rmse: 3.6024 valid_1's rmse: 3.74654 [183] valid_0's rmse: 3.60153 valid_1's rmse: 3.74602 [184] valid_0's rmse: 3.59859 valid_1's rmse: 3.74398 [185] valid_0's rmse: 3.59703 valid_1's rmse: 3.74384 [186] valid_0's rmse: 3.59578 valid_1's rmse: 3.74359 [187] valid_0's rmse: 3.59455 valid_1's rmse: 3.74319 [188] valid_0's rmse: 3.59315 valid_1's rmse: 3.7431 [189] valid_0's rmse: 3.59133 valid_1's rmse: 3.74156 [190] valid_0's rmse: 3.59027 valid_1's rmse: 3.74146 [191] valid_0's rmse: 3.58898 valid_1's rmse: 3.74071 [192] valid_0's rmse: 3.58745 valid_1's rmse: 3.73976 [193] valid_0's rmse: 3.58625 valid_1's rmse: 3.73915 [194] valid_0's rmse: 3.58436 valid_1's rmse: 3.73755 [195] valid_0's rmse: 3.58296 valid_1's rmse: 3.73699 [196] valid_0's rmse: 3.58175 valid_1's rmse: 3.73643 [197] valid_0's rmse: 3.58024 valid_1's rmse: 3.73543 [198] valid_0's rmse: 3.57939 valid_1's rmse: 3.73542 [199] valid_0's rmse: 3.57809 valid_1's rmse: 3.73486 [200] valid_0's rmse: 3.57747 valid_1's rmse: 3.73489 [201] valid_0's rmse: 3.57639 valid_1's rmse: 3.7348 [202] valid_0's rmse: 3.57553 valid_1's rmse: 3.73486 [203] valid_0's rmse: 3.57446 valid_1's rmse: 3.73409 [204] valid_0's rmse: 3.57247 valid_1's rmse: 3.73304 [205] valid_0's rmse: 3.57143 valid_1's rmse: 3.73236 [206] valid_0's rmse: 3.57045 valid_1's rmse: 3.73204 [207] valid_0's rmse: 3.56911 valid_1's rmse: 3.73136 [208] valid_0's rmse: 3.56737 valid_1's rmse: 3.72971 [209] valid_0's rmse: 3.56623 valid_1's rmse: 3.72978 [210] valid_0's rmse: 3.56553 valid_1's rmse: 3.72979 [211] valid_0's rmse: 3.56472 valid_1's rmse: 3.72957 [212] valid_0's rmse: 3.56381 valid_1's rmse: 3.72972 [213] valid_0's rmse: 3.56271 valid_1's rmse: 3.72964 [214] valid_0's rmse: 3.5612 valid_1's rmse: 3.7289 [215] valid_0's rmse: 3.56003 valid_1's rmse: 3.72822 [216] valid_0's rmse: 3.559 valid_1's rmse: 3.72764 [217] valid_0's rmse: 3.55729 valid_1's rmse: 3.72645 [218] valid_0's rmse: 3.55568 valid_1's rmse: 3.7253 [219] valid_0's rmse: 3.55463 valid_1's rmse: 3.7253 [220] valid_0's rmse: 3.55356 valid_1's rmse: 3.72538 [221] valid_0's rmse: 3.55269 valid_1's rmse: 3.72516 [222] valid_0's rmse: 3.55144 valid_1's rmse: 3.72389 [223] valid_0's rmse: 3.55051 valid_1's rmse: 3.72339 [224] valid_0's rmse: 3.54908 valid_1's rmse: 3.72297 [225] valid_0's rmse: 3.54836 valid_1's rmse: 3.7231 [226] valid_0's rmse: 3.54721 valid_1's rmse: 3.72276 [227] valid_0's rmse: 3.54626 valid_1's rmse: 3.72266 [228] valid_0's rmse: 3.5452 valid_1's rmse: 3.72209 [229] valid_0's rmse: 3.54397 valid_1's rmse: 3.72138 [230] valid_0's rmse: 3.54289 valid_1's rmse: 3.721 [231] valid_0's rmse: 3.54134 valid_1's rmse: 3.72079 [232] valid_0's rmse: 3.54075 valid_1's rmse: 3.72054 [233] valid_0's rmse: 3.53989 valid_1's rmse: 3.72033 [234] valid_0's rmse: 3.53897 valid_1's rmse: 3.72034 [235] valid_0's rmse: 3.53843 valid_1's rmse: 3.7203 [236] valid_0's rmse: 3.53769 valid_1's rmse: 3.72012 [237] valid_0's rmse: 3.53675 valid_1's rmse: 3.71993 [238] valid_0's rmse: 3.5349 valid_1's rmse: 3.71843 [239] valid_0's rmse: 3.53439 valid_1's rmse: 3.71829 [240] valid_0's rmse: 3.53285 valid_1's rmse: 3.71732 [241] valid_0's rmse: 3.53177 valid_1's rmse: 3.71657 [242] valid_0's rmse: 3.53061 valid_1's rmse: 3.71619 [243] valid_0's rmse: 3.52987 valid_1's rmse: 3.71609 [244] valid_0's rmse: 3.52899 valid_1's rmse: 3.71616 [245] valid_0's rmse: 3.5281 valid_1's rmse: 3.71644 [246] valid_0's rmse: 3.52742 valid_1's rmse: 3.71622 [247] valid_0's rmse: 3.5269 valid_1's rmse: 3.71605 [248] valid_0's rmse: 3.52573 valid_1's rmse: 3.71531 [249] valid_0's rmse: 3.52407 valid_1's rmse: 3.71421 [250] valid_0's rmse: 3.52343 valid_1's rmse: 3.71417 [251] valid_0's rmse: 3.52213 valid_1's rmse: 3.71454 [252] valid_0's rmse: 3.52119 valid_1's rmse: 3.71378 [253] valid_0's rmse: 3.52031 valid_1's rmse: 3.71325 [254] valid_0's rmse: 3.51949 valid_1's rmse: 3.7133 [255] valid_0's rmse: 3.51907 valid_1's rmse: 3.71324 [256] valid_0's rmse: 3.51812 valid_1's rmse: 3.71334 [257] valid_0's rmse: 3.51699 valid_1's rmse: 3.71359 [258] valid_0's rmse: 3.51627 valid_1's rmse: 3.71374 [259] valid_0's rmse: 3.51515 valid_1's rmse: 3.71297 [260] valid_0's rmse: 3.51407 valid_1's rmse: 3.71238 [261] valid_0's rmse: 3.51323 valid_1's rmse: 3.71242 [262] valid_0's rmse: 3.51264 valid_1's rmse: 3.71231 [263] valid_0's rmse: 3.51156 valid_1's rmse: 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valid_0's rmse: 3.23513 valid_1's rmse: 3.65069 [803] valid_0's rmse: 3.23479 valid_1's rmse: 3.65076 [804] valid_0's rmse: 3.23448 valid_1's rmse: 3.65064 [805] valid_0's rmse: 3.23396 valid_1's rmse: 3.65043 [806] valid_0's rmse: 3.23364 valid_1's rmse: 3.65051 [807] valid_0's rmse: 3.23317 valid_1's rmse: 3.65042 [808] valid_0's rmse: 3.23276 valid_1's rmse: 3.6503 [809] valid_0's rmse: 3.23238 valid_1's rmse: 3.65019 [810] valid_0's rmse: 3.23199 valid_1's rmse: 3.65011 [811] valid_0's rmse: 3.23177 valid_1's rmse: 3.65003 [812] valid_0's rmse: 3.2316 valid_1's rmse: 3.65003 [813] valid_0's rmse: 3.23136 valid_1's rmse: 3.64995 [814] valid_0's rmse: 3.23093 valid_1's rmse: 3.64979 [815] valid_0's rmse: 3.23064 valid_1's rmse: 3.64965 [816] valid_0's rmse: 3.23024 valid_1's rmse: 3.64975 [817] valid_0's rmse: 3.22993 valid_1's rmse: 3.64977 [818] valid_0's rmse: 3.22952 valid_1's rmse: 3.6499 [819] valid_0's rmse: 3.22924 valid_1's rmse: 3.64982 [820] valid_0's rmse: 3.22893 valid_1's rmse: 3.6496 [821] valid_0's rmse: 3.22867 valid_1's rmse: 3.64965 [822] valid_0's rmse: 3.22836 valid_1's rmse: 3.64971 [823] valid_0's rmse: 3.22805 valid_1's rmse: 3.64972 [824] valid_0's rmse: 3.22792 valid_1's rmse: 3.64972 [825] valid_0's rmse: 3.2275 valid_1's rmse: 3.64977 [826] valid_0's rmse: 3.22701 valid_1's rmse: 3.64961 [827] valid_0's rmse: 3.22649 valid_1's rmse: 3.64923 [828] valid_0's rmse: 3.22623 valid_1's rmse: 3.6493 [829] valid_0's rmse: 3.226 valid_1's rmse: 3.64921 [830] valid_0's rmse: 3.2257 valid_1's rmse: 3.64919 [831] valid_0's rmse: 3.2254 valid_1's rmse: 3.64925 [832] valid_0's rmse: 3.2252 valid_1's rmse: 3.64927 [833] valid_0's rmse: 3.2248 valid_1's rmse: 3.64901 [834] valid_0's rmse: 3.22452 valid_1's rmse: 3.64887 [835] valid_0's rmse: 3.2242 valid_1's rmse: 3.64888 [836] valid_0's rmse: 3.22401 valid_1's rmse: 3.6489 [837] valid_0's rmse: 3.22361 valid_1's rmse: 3.64873 [838] valid_0's rmse: 3.22328 valid_1's rmse: 3.64861 [839] valid_0's rmse: 3.22282 valid_1's rmse: 3.64853 [840] valid_0's rmse: 3.22254 valid_1's rmse: 3.64849 [841] valid_0's rmse: 3.22228 valid_1's rmse: 3.64859 [842] valid_0's rmse: 3.22206 valid_1's rmse: 3.64873 [843] valid_0's rmse: 3.22185 valid_1's rmse: 3.64878 [844] valid_0's rmse: 3.22168 valid_1's rmse: 3.64892 [845] valid_0's rmse: 3.22143 valid_1's rmse: 3.64892 [846] valid_0's rmse: 3.22108 valid_1's rmse: 3.64893 [847] valid_0's rmse: 3.22071 valid_1's rmse: 3.64887 [848] valid_0's rmse: 3.22025 valid_1's rmse: 3.64906 [849] valid_0's rmse: 3.22006 valid_1's rmse: 3.64908 [850] valid_0's rmse: 3.21977 valid_1's rmse: 3.64902 [851] valid_0's rmse: 3.21944 valid_1's rmse: 3.6489 [852] valid_0's rmse: 3.2191 valid_1's rmse: 3.64897 [853] valid_0's rmse: 3.21874 valid_1's rmse: 3.64889 [854] valid_0's rmse: 3.21849 valid_1's rmse: 3.6489 [855] valid_0's rmse: 3.21772 valid_1's rmse: 3.64862 [856] valid_0's rmse: 3.21749 valid_1's rmse: 3.64867 [857] valid_0's rmse: 3.2172 valid_1's rmse: 3.6486 [858] valid_0's rmse: 3.21691 valid_1's rmse: 3.64855 [859] valid_0's rmse: 3.21658 valid_1's rmse: 3.64861 [860] valid_0's rmse: 3.21643 valid_1's rmse: 3.64857 Early stopping, best iteration is: [840] valid_0's rmse: 3.22254 valid_1's rmse: 3.64849 SCORE: 3.6484899481829522 [1] valid_0's rmse: 8.9966 valid_1's rmse: 8.95636 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.41916 valid_1's rmse: 8.38067 [3] valid_0's rmse: 7.90341 valid_1's rmse: 7.8673 [4] valid_0's rmse: 7.45643 valid_1's rmse: 7.42171 [5] valid_0's rmse: 7.08306 valid_1's rmse: 7.05043 [6] valid_0's rmse: 6.74816 valid_1's rmse: 6.71682 [7] valid_0's rmse: 6.4462 valid_1's rmse: 6.41542 [8] valid_0's rmse: 6.18749 valid_1's rmse: 6.15796 [9] valid_0's rmse: 5.97084 valid_1's rmse: 5.94206 [10] valid_0's rmse: 5.78943 valid_1's rmse: 5.76119 [11] valid_0's rmse: 5.62556 valid_1's rmse: 5.59787 [12] valid_0's rmse: 5.48122 valid_1's rmse: 5.45507 [13] valid_0's rmse: 5.36359 valid_1's rmse: 5.33832 [14] valid_0's rmse: 5.2573 valid_1's rmse: 5.23365 [15] valid_0's rmse: 5.1483 valid_1's rmse: 5.12553 [16] valid_0's rmse: 5.04977 valid_1's rmse: 5.02865 [17] valid_0's rmse: 4.97962 valid_1's rmse: 4.96017 [18] valid_0's rmse: 4.90168 valid_1's rmse: 4.88261 [19] valid_0's rmse: 4.84143 valid_1's rmse: 4.82353 [20] valid_0's rmse: 4.78399 valid_1's rmse: 4.7671 [21] valid_0's rmse: 4.72572 valid_1's rmse: 4.70896 [22] valid_0's rmse: 4.6785 valid_1's rmse: 4.66261 [23] valid_0's rmse: 4.64168 valid_1's rmse: 4.62671 [24] valid_0's rmse: 4.59428 valid_1's rmse: 4.57968 [25] valid_0's rmse: 4.55588 valid_1's rmse: 4.54222 [26] valid_0's rmse: 4.52287 valid_1's rmse: 4.50985 [27] valid_0's rmse: 4.49081 valid_1's rmse: 4.47778 [28] valid_0's rmse: 4.46385 valid_1's rmse: 4.45163 [29] valid_0's rmse: 4.43924 valid_1's rmse: 4.42732 [30] valid_0's rmse: 4.41906 valid_1's rmse: 4.40805 [31] valid_0's rmse: 4.39397 valid_1's rmse: 4.38333 [32] valid_0's rmse: 4.35592 valid_1's rmse: 4.34585 [33] valid_0's rmse: 4.33992 valid_1's rmse: 4.33139 [34] valid_0's rmse: 4.30255 valid_1's rmse: 4.29442 [35] valid_0's rmse: 4.2801 valid_1's rmse: 4.27265 [36] valid_0's rmse: 4.26597 valid_1's rmse: 4.25861 [37] valid_0's rmse: 4.25521 valid_1's rmse: 4.24881 [38] valid_0's rmse: 4.23873 valid_1's rmse: 4.23414 [39] valid_0's rmse: 4.22699 valid_1's rmse: 4.22237 [40] valid_0's rmse: 4.21375 valid_1's rmse: 4.20943 [41] valid_0's rmse: 4.20279 valid_1's rmse: 4.1984 [42] valid_0's rmse: 4.17979 valid_1's rmse: 4.17546 [43] valid_0's rmse: 4.16914 valid_1's rmse: 4.16504 [44] valid_0's rmse: 4.15959 valid_1's rmse: 4.15624 [45] valid_0's rmse: 4.15091 valid_1's rmse: 4.15013 [46] valid_0's rmse: 4.14471 valid_1's rmse: 4.14427 [47] valid_0's rmse: 4.13897 valid_1's rmse: 4.13977 [48] valid_0's rmse: 4.12676 valid_1's rmse: 4.12791 [49] valid_0's rmse: 4.12081 valid_1's rmse: 4.12236 [50] valid_0's rmse: 4.10645 valid_1's rmse: 4.10831 [51] valid_0's rmse: 4.08473 valid_1's rmse: 4.08678 [52] valid_0's rmse: 4.07588 valid_1's rmse: 4.07911 [53] valid_0's rmse: 4.07076 valid_1's rmse: 4.07495 [54] valid_0's rmse: 4.06048 valid_1's rmse: 4.06486 [55] valid_0's rmse: 4.05279 valid_1's rmse: 4.05722 [56] valid_0's rmse: 4.04704 valid_1's rmse: 4.05268 [57] valid_0's rmse: 4.03774 valid_1's rmse: 4.04362 [58] valid_0's rmse: 4.03231 valid_1's rmse: 4.03955 [59] valid_0's rmse: 4.02843 valid_1's rmse: 4.03604 [60] valid_0's rmse: 4.015 valid_1's rmse: 4.02296 [61] valid_0's rmse: 4.00964 valid_1's rmse: 4.01886 [62] valid_0's rmse: 4.00239 valid_1's rmse: 4.01267 [63] valid_0's rmse: 3.99818 valid_1's rmse: 4.00896 [64] valid_0's rmse: 3.98444 valid_1's rmse: 3.99578 [65] valid_0's rmse: 3.98036 valid_1's rmse: 3.99301 [66] valid_0's rmse: 3.97601 valid_1's rmse: 3.98931 [67] valid_0's rmse: 3.96728 valid_1's rmse: 3.98082 [68] valid_0's rmse: 3.96429 valid_1's rmse: 3.97847 [69] valid_0's rmse: 3.95701 valid_1's rmse: 3.97146 [70] valid_0's rmse: 3.9524 valid_1's rmse: 3.96787 [71] valid_0's rmse: 3.94288 valid_1's rmse: 3.95892 [72] valid_0's rmse: 3.93596 valid_1's rmse: 3.95234 [73] valid_0's rmse: 3.93262 valid_1's rmse: 3.95023 [74] valid_0's rmse: 3.92744 valid_1's rmse: 3.94603 [75] valid_0's rmse: 3.92287 valid_1's rmse: 3.94205 [76] valid_0's rmse: 3.91991 valid_1's rmse: 3.93961 [77] valid_0's rmse: 3.91581 valid_1's rmse: 3.93643 [78] valid_0's rmse: 3.91104 valid_1's rmse: 3.93191 [79] valid_0's rmse: 3.90359 valid_1's rmse: 3.92531 [80] valid_0's rmse: 3.89777 valid_1's rmse: 3.91991 [81] valid_0's rmse: 3.88991 valid_1's rmse: 3.9125 [82] valid_0's rmse: 3.88504 valid_1's rmse: 3.90775 [83] valid_0's rmse: 3.88013 valid_1's rmse: 3.90317 [84] valid_0's rmse: 3.87395 valid_1's rmse: 3.8975 [85] valid_0's rmse: 3.87222 valid_1's rmse: 3.89676 [86] valid_0's rmse: 3.86799 valid_1's rmse: 3.89367 [87] valid_0's rmse: 3.864 valid_1's rmse: 3.89039 [88] valid_0's rmse: 3.86111 valid_1's rmse: 3.88776 [89] valid_0's rmse: 3.85696 valid_1's rmse: 3.88528 [90] valid_0's rmse: 3.85332 valid_1's rmse: 3.88197 [91] valid_0's rmse: 3.85076 valid_1's rmse: 3.88089 [92] valid_0's rmse: 3.84876 valid_1's rmse: 3.88002 [93] valid_0's rmse: 3.84427 valid_1's rmse: 3.87576 [94] valid_0's rmse: 3.83955 valid_1's rmse: 3.87131 [95] valid_0's rmse: 3.837 valid_1's rmse: 3.87039 [96] valid_0's rmse: 3.83279 valid_1's rmse: 3.86691 [97] valid_0's rmse: 3.83089 valid_1's rmse: 3.8655 [98] valid_0's rmse: 3.82854 valid_1's rmse: 3.86394 [99] valid_0's rmse: 3.82514 valid_1's rmse: 3.86281 [100] valid_0's rmse: 3.82155 valid_1's rmse: 3.85945 [101] valid_0's rmse: 3.81516 valid_1's rmse: 3.85389 [102] valid_0's rmse: 3.81207 valid_1's rmse: 3.85165 [103] valid_0's rmse: 3.80919 valid_1's rmse: 3.84926 [104] valid_0's rmse: 3.80626 valid_1's rmse: 3.84695 [105] valid_0's rmse: 3.80336 valid_1's rmse: 3.8452 [106] valid_0's rmse: 3.8001 valid_1's rmse: 3.84207 [107] valid_0's rmse: 3.79808 valid_1's rmse: 3.84071 [108] valid_0's rmse: 3.79517 valid_1's rmse: 3.83912 [109] valid_0's rmse: 3.79169 valid_1's rmse: 3.83577 [110] valid_0's rmse: 3.78951 valid_1's rmse: 3.83427 [111] valid_0's rmse: 3.78727 valid_1's rmse: 3.83257 [112] valid_0's rmse: 3.78543 valid_1's rmse: 3.83117 [113] valid_0's rmse: 3.78419 valid_1's rmse: 3.83073 [114] valid_0's rmse: 3.78258 valid_1's rmse: 3.8296 [115] valid_0's rmse: 3.78051 valid_1's rmse: 3.82904 [116] valid_0's rmse: 3.77896 valid_1's rmse: 3.82826 [117] valid_0's rmse: 3.77668 valid_1's rmse: 3.82644 [118] valid_0's rmse: 3.77498 valid_1's rmse: 3.82527 [119] valid_0's rmse: 3.77303 valid_1's rmse: 3.82429 [120] valid_0's rmse: 3.77117 valid_1's rmse: 3.82353 [121] valid_0's rmse: 3.76884 valid_1's rmse: 3.82206 [122] valid_0's rmse: 3.76766 valid_1's rmse: 3.82134 [123] valid_0's rmse: 3.76636 valid_1's rmse: 3.82061 [124] valid_0's rmse: 3.76397 valid_1's rmse: 3.81891 [125] valid_0's rmse: 3.76278 valid_1's rmse: 3.81865 [126] valid_0's rmse: 3.7595 valid_1's rmse: 3.81568 [127] valid_0's rmse: 3.75776 valid_1's rmse: 3.81476 [128] valid_0's rmse: 3.75617 valid_1's rmse: 3.81368 [129] valid_0's rmse: 3.75384 valid_1's rmse: 3.81182 [130] valid_0's rmse: 3.75154 valid_1's rmse: 3.80989 [131] valid_0's rmse: 3.74865 valid_1's rmse: 3.80941 [132] valid_0's rmse: 3.74772 valid_1's rmse: 3.80913 [133] valid_0's rmse: 3.74283 valid_1's rmse: 3.8048 [134] valid_0's rmse: 3.74027 valid_1's rmse: 3.80269 [135] valid_0's rmse: 3.73847 valid_1's rmse: 3.80133 [136] valid_0's rmse: 3.73699 valid_1's rmse: 3.80052 [137] valid_0's rmse: 3.73569 valid_1's rmse: 3.79992 [138] valid_0's rmse: 3.73437 valid_1's rmse: 3.79959 [139] valid_0's rmse: 3.73199 valid_1's rmse: 3.79896 [140] valid_0's rmse: 3.73107 valid_1's rmse: 3.79915 [141] valid_0's rmse: 3.72871 valid_1's rmse: 3.7971 [142] valid_0's rmse: 3.72575 valid_1's rmse: 3.79423 [143] valid_0's rmse: 3.72393 valid_1's rmse: 3.79354 [144] valid_0's rmse: 3.722 valid_1's rmse: 3.7921 [145] valid_0's rmse: 3.7206 valid_1's rmse: 3.79179 [146] valid_0's rmse: 3.71839 valid_1's rmse: 3.79022 [147] valid_0's rmse: 3.71467 valid_1's rmse: 3.78692 [148] valid_0's rmse: 3.71284 valid_1's rmse: 3.78559 [149] valid_0's rmse: 3.71066 valid_1's rmse: 3.78485 [150] valid_0's rmse: 3.70855 valid_1's rmse: 3.78348 [151] valid_0's rmse: 3.70763 valid_1's rmse: 3.78308 [152] valid_0's rmse: 3.7063 valid_1's rmse: 3.7824 [153] valid_0's rmse: 3.70411 valid_1's rmse: 3.78125 [154] valid_0's rmse: 3.70245 valid_1's rmse: 3.7799 [155] valid_0's rmse: 3.70044 valid_1's rmse: 3.77859 [156] valid_0's rmse: 3.6989 valid_1's rmse: 3.77817 [157] valid_0's rmse: 3.69531 valid_1's rmse: 3.77523 [158] valid_0's rmse: 3.69263 valid_1's rmse: 3.77298 [159] valid_0's rmse: 3.6915 valid_1's rmse: 3.77248 [160] valid_0's rmse: 3.68982 valid_1's rmse: 3.77145 [161] valid_0's rmse: 3.68902 valid_1's rmse: 3.77144 [162] valid_0's rmse: 3.68775 valid_1's rmse: 3.77151 [163] valid_0's rmse: 3.68658 valid_1's rmse: 3.77052 [164] valid_0's rmse: 3.68535 valid_1's rmse: 3.77015 [165] valid_0's rmse: 3.68414 valid_1's rmse: 3.77015 [166] valid_0's rmse: 3.68262 valid_1's rmse: 3.76887 [167] valid_0's rmse: 3.68093 valid_1's rmse: 3.76737 [168] valid_0's rmse: 3.6794 valid_1's rmse: 3.76632 [169] valid_0's rmse: 3.67834 valid_1's rmse: 3.76588 [170] valid_0's rmse: 3.67688 valid_1's rmse: 3.76524 [171] valid_0's rmse: 3.67541 valid_1's rmse: 3.76485 [172] valid_0's rmse: 3.67378 valid_1's rmse: 3.76384 [173] valid_0's rmse: 3.6723 valid_1's rmse: 3.76266 [174] valid_0's rmse: 3.66928 valid_1's rmse: 3.76178 [175] valid_0's rmse: 3.66744 valid_1's rmse: 3.76067 [176] valid_0's rmse: 3.66633 valid_1's rmse: 3.75985 [177] valid_0's rmse: 3.66525 valid_1's rmse: 3.75957 [178] valid_0's rmse: 3.66424 valid_1's rmse: 3.75886 [179] valid_0's rmse: 3.66317 valid_1's rmse: 3.75842 [180] valid_0's rmse: 3.66093 valid_1's rmse: 3.75697 [181] valid_0's rmse: 3.66003 valid_1's rmse: 3.75678 [182] valid_0's rmse: 3.65845 valid_1's rmse: 3.75566 [183] valid_0's rmse: 3.65726 valid_1's rmse: 3.75498 [184] valid_0's rmse: 3.65617 valid_1's rmse: 3.75408 [185] valid_0's rmse: 3.65543 valid_1's rmse: 3.75383 [186] valid_0's rmse: 3.65431 valid_1's rmse: 3.7537 [187] valid_0's rmse: 3.65317 valid_1's rmse: 3.75305 [188] valid_0's rmse: 3.65198 valid_1's rmse: 3.75214 [189] valid_0's rmse: 3.65094 valid_1's rmse: 3.75156 [190] valid_0's rmse: 3.65019 valid_1's rmse: 3.75153 [191] valid_0's rmse: 3.64772 valid_1's rmse: 3.7495 [192] valid_0's rmse: 3.64577 valid_1's rmse: 3.74778 [193] valid_0's rmse: 3.64411 valid_1's rmse: 3.74664 [194] valid_0's rmse: 3.64314 valid_1's rmse: 3.74654 [195] valid_0's rmse: 3.64245 valid_1's rmse: 3.74645 [196] valid_0's rmse: 3.64165 valid_1's rmse: 3.746 [197] valid_0's rmse: 3.64029 valid_1's rmse: 3.74472 [198] valid_0's rmse: 3.63889 valid_1's rmse: 3.74367 [199] valid_0's rmse: 3.63732 valid_1's rmse: 3.7423 [200] valid_0's rmse: 3.63605 valid_1's rmse: 3.74224 [201] valid_0's rmse: 3.63502 valid_1's rmse: 3.7415 [202] valid_0's rmse: 3.63348 valid_1's rmse: 3.74042 [203] valid_0's rmse: 3.63233 valid_1's rmse: 3.73987 [204] valid_0's rmse: 3.63095 valid_1's rmse: 3.73885 [205] valid_0's rmse: 3.62943 valid_1's rmse: 3.73768 [206] valid_0's rmse: 3.62887 valid_1's rmse: 3.73755 [207] valid_0's rmse: 3.62792 valid_1's rmse: 3.73702 [208] valid_0's rmse: 3.62737 valid_1's rmse: 3.73702 [209] valid_0's rmse: 3.62605 valid_1's rmse: 3.73651 [210] valid_0's rmse: 3.62494 valid_1's rmse: 3.73593 [211] valid_0's rmse: 3.6236 valid_1's rmse: 3.73577 [212] valid_0's rmse: 3.62304 valid_1's rmse: 3.73588 [213] valid_0's rmse: 3.62177 valid_1's rmse: 3.73449 [214] valid_0's rmse: 3.6208 valid_1's rmse: 3.73421 [215] valid_0's rmse: 3.61971 valid_1's rmse: 3.73339 [216] valid_0's rmse: 3.61908 valid_1's rmse: 3.73302 [217] valid_0's rmse: 3.61824 valid_1's rmse: 3.73279 [218] valid_0's rmse: 3.61676 valid_1's rmse: 3.73156 [219] valid_0's rmse: 3.61617 valid_1's rmse: 3.73108 [220] valid_0's rmse: 3.61487 valid_1's rmse: 3.73095 [221] valid_0's rmse: 3.61365 valid_1's rmse: 3.73032 [222] valid_0's rmse: 3.61295 valid_1's rmse: 3.72996 [223] valid_0's rmse: 3.61186 valid_1's rmse: 3.72901 [224] valid_0's rmse: 3.60976 valid_1's rmse: 3.72751 [225] valid_0's rmse: 3.60898 valid_1's rmse: 3.72753 [226] valid_0's rmse: 3.60783 valid_1's rmse: 3.72733 [227] valid_0's rmse: 3.60692 valid_1's rmse: 3.72659 [228] valid_0's rmse: 3.60609 valid_1's rmse: 3.72623 [229] valid_0's rmse: 3.60514 valid_1's rmse: 3.72597 [230] valid_0's rmse: 3.60454 valid_1's rmse: 3.72568 [231] valid_0's rmse: 3.60326 valid_1's rmse: 3.72467 [232] valid_0's rmse: 3.60245 valid_1's rmse: 3.72444 [233] valid_0's rmse: 3.60122 valid_1's rmse: 3.72329 [234] valid_0's rmse: 3.60049 valid_1's rmse: 3.7231 [235] valid_0's rmse: 3.59914 valid_1's rmse: 3.72189 [236] valid_0's rmse: 3.59782 valid_1's rmse: 3.72138 [237] valid_0's rmse: 3.59719 valid_1's rmse: 3.72098 [238] valid_0's rmse: 3.59638 valid_1's rmse: 3.72079 [239] valid_0's rmse: 3.59482 valid_1's rmse: 3.72032 [240] valid_0's rmse: 3.59376 valid_1's rmse: 3.72006 [241] valid_0's rmse: 3.59313 valid_1's rmse: 3.71956 [242] valid_0's rmse: 3.59231 valid_1's rmse: 3.71914 [243] valid_0's rmse: 3.59148 valid_1's rmse: 3.71889 [244] valid_0's rmse: 3.59067 valid_1's rmse: 3.71885 [245] 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[412] valid_0's rmse: 3.47108 valid_1's rmse: 3.6851 [413] valid_0's rmse: 3.47054 valid_1's rmse: 3.68507 [414] valid_0's rmse: 3.4702 valid_1's rmse: 3.68483 [415] valid_0's rmse: 3.46976 valid_1's rmse: 3.68475 [416] valid_0's rmse: 3.46919 valid_1's rmse: 3.6846 [417] valid_0's rmse: 3.46892 valid_1's rmse: 3.6846 [418] valid_0's rmse: 3.46857 valid_1's rmse: 3.68474 [419] valid_0's rmse: 3.46819 valid_1's rmse: 3.68447 [420] valid_0's rmse: 3.46757 valid_1's rmse: 3.68439 [421] valid_0's rmse: 3.46732 valid_1's rmse: 3.6843 [422] valid_0's rmse: 3.4669 valid_1's rmse: 3.68429 [423] valid_0's rmse: 3.466 valid_1's rmse: 3.68447 [424] valid_0's rmse: 3.46571 valid_1's rmse: 3.68438 [425] valid_0's rmse: 3.46509 valid_1's rmse: 3.68417 [426] valid_0's rmse: 3.46443 valid_1's rmse: 3.68418 [427] valid_0's rmse: 3.46396 valid_1's rmse: 3.684 [428] valid_0's rmse: 3.46346 valid_1's rmse: 3.68383 [429] valid_0's rmse: 3.46318 valid_1's rmse: 3.68389 [430] valid_0's rmse: 3.46304 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valid_0's rmse: 3.32821 valid_1's rmse: 3.65367 [765] valid_0's rmse: 3.3277 valid_1's rmse: 3.65363 [766] valid_0's rmse: 3.3274 valid_1's rmse: 3.65374 [767] valid_0's rmse: 3.32724 valid_1's rmse: 3.65372 [768] valid_0's rmse: 3.32694 valid_1's rmse: 3.65359 [769] valid_0's rmse: 3.32667 valid_1's rmse: 3.6535 [770] valid_0's rmse: 3.32632 valid_1's rmse: 3.65341 [771] valid_0's rmse: 3.32599 valid_1's rmse: 3.65336 [772] valid_0's rmse: 3.32557 valid_1's rmse: 3.65317 [773] valid_0's rmse: 3.3253 valid_1's rmse: 3.65308 [774] valid_0's rmse: 3.32506 valid_1's rmse: 3.65307 [775] valid_0's rmse: 3.32473 valid_1's rmse: 3.65316 [776] valid_0's rmse: 3.32437 valid_1's rmse: 3.65315 [777] valid_0's rmse: 3.324 valid_1's rmse: 3.65291 [778] valid_0's rmse: 3.32362 valid_1's rmse: 3.65299 [779] valid_0's rmse: 3.32338 valid_1's rmse: 3.65292 [780] valid_0's rmse: 3.32307 valid_1's rmse: 3.65289 [781] valid_0's rmse: 3.32255 valid_1's rmse: 3.65281 [782] valid_0's rmse: 3.32228 valid_1's rmse: 3.65282 [783] valid_0's rmse: 3.3219 valid_1's rmse: 3.6527 [784] valid_0's rmse: 3.32173 valid_1's rmse: 3.65273 [785] valid_0's rmse: 3.32137 valid_1's rmse: 3.65279 [786] valid_0's rmse: 3.32113 valid_1's rmse: 3.65267 [787] valid_0's rmse: 3.32081 valid_1's rmse: 3.65275 [788] valid_0's rmse: 3.32064 valid_1's rmse: 3.65278 [789] valid_0's rmse: 3.3203 valid_1's rmse: 3.6528 [790] valid_0's rmse: 3.31991 valid_1's rmse: 3.65261 [791] valid_0's rmse: 3.31969 valid_1's rmse: 3.65268 [792] valid_0's rmse: 3.31927 valid_1's rmse: 3.65251 [793] valid_0's rmse: 3.31907 valid_1's rmse: 3.65259 [794] valid_0's rmse: 3.31876 valid_1's rmse: 3.65251 [795] valid_0's rmse: 3.3183 valid_1's rmse: 3.65255 [796] valid_0's rmse: 3.31795 valid_1's rmse: 3.65265 [797] valid_0's rmse: 3.31759 valid_1's rmse: 3.65248 [798] valid_0's rmse: 3.31722 valid_1's rmse: 3.65249 [799] valid_0's rmse: 3.3168 valid_1's rmse: 3.65239 [800] valid_0's rmse: 3.31645 valid_1's rmse: 3.65225 [801] valid_0's rmse: 3.31609 valid_1's rmse: 3.65226 [802] valid_0's rmse: 3.31557 valid_1's rmse: 3.6522 [803] valid_0's rmse: 3.31516 valid_1's rmse: 3.65219 [804] valid_0's rmse: 3.31487 valid_1's rmse: 3.65217 [805] valid_0's rmse: 3.31454 valid_1's rmse: 3.65237 [806] valid_0's rmse: 3.3143 valid_1's rmse: 3.65234 [807] valid_0's rmse: 3.31398 valid_1's rmse: 3.65226 [808] valid_0's rmse: 3.31374 valid_1's rmse: 3.65233 [809] valid_0's rmse: 3.31356 valid_1's rmse: 3.65235 [810] valid_0's rmse: 3.31331 valid_1's rmse: 3.65227 [811] valid_0's rmse: 3.31304 valid_1's rmse: 3.65215 [812] valid_0's rmse: 3.31286 valid_1's rmse: 3.65214 [813] valid_0's rmse: 3.31234 valid_1's rmse: 3.65202 [814] valid_0's rmse: 3.31192 valid_1's rmse: 3.65193 [815] valid_0's rmse: 3.31152 valid_1's rmse: 3.65197 [816] valid_0's rmse: 3.31125 valid_1's rmse: 3.65187 [817] valid_0's rmse: 3.31103 valid_1's rmse: 3.65195 [818] valid_0's rmse: 3.31071 valid_1's rmse: 3.65193 [819] valid_0's rmse: 3.31023 valid_1's rmse: 3.65183 [820] valid_0's rmse: 3.30998 valid_1's rmse: 3.65183 [821] valid_0's rmse: 3.30964 valid_1's rmse: 3.65194 [822] valid_0's rmse: 3.30927 valid_1's rmse: 3.65188 [823] valid_0's rmse: 3.30877 valid_1's rmse: 3.6522 [824] valid_0's rmse: 3.30845 valid_1's rmse: 3.65222 [825] valid_0's rmse: 3.30819 valid_1's rmse: 3.65224 [826] valid_0's rmse: 3.30783 valid_1's rmse: 3.65228 [827] valid_0's rmse: 3.30754 valid_1's rmse: 3.65211 [828] valid_0's rmse: 3.30727 valid_1's rmse: 3.65209 [829] valid_0's rmse: 3.30708 valid_1's rmse: 3.65212 [830] valid_0's rmse: 3.30663 valid_1's rmse: 3.65196 [831] valid_0's rmse: 3.30633 valid_1's rmse: 3.65193 [832] valid_0's rmse: 3.30593 valid_1's rmse: 3.6518 [833] valid_0's rmse: 3.30566 valid_1's rmse: 3.65163 [834] valid_0's rmse: 3.30519 valid_1's rmse: 3.65179 [835] valid_0's rmse: 3.3048 valid_1's rmse: 3.65182 [836] valid_0's rmse: 3.30328 valid_1's rmse: 3.65063 [837] valid_0's rmse: 3.30306 valid_1's rmse: 3.65074 [838] valid_0's rmse: 3.30275 valid_1's rmse: 3.65056 [839] valid_0's rmse: 3.30251 valid_1's rmse: 3.65043 [840] valid_0's rmse: 3.30217 valid_1's rmse: 3.65038 [841] valid_0's rmse: 3.30191 valid_1's rmse: 3.65027 [842] valid_0's rmse: 3.3014 valid_1's rmse: 3.65068 [843] valid_0's rmse: 3.30094 valid_1's rmse: 3.65099 [844] valid_0's rmse: 3.30048 valid_1's rmse: 3.65123 [845] valid_0's rmse: 3.3003 valid_1's rmse: 3.6512 [846] valid_0's rmse: 3.30003 valid_1's rmse: 3.6511 [847] valid_0's rmse: 3.29974 valid_1's rmse: 3.65099 [848] valid_0's rmse: 3.29949 valid_1's rmse: 3.6509 [849] valid_0's rmse: 3.29924 valid_1's rmse: 3.65081 [850] valid_0's rmse: 3.29892 valid_1's rmse: 3.65073 [851] valid_0's rmse: 3.29862 valid_1's rmse: 3.65068 [852] valid_0's rmse: 3.29844 valid_1's rmse: 3.65074 [853] valid_0's rmse: 3.29815 valid_1's rmse: 3.65084 [854] valid_0's rmse: 3.29799 valid_1's rmse: 3.6508 [855] valid_0's rmse: 3.29765 valid_1's rmse: 3.6507 [856] valid_0's rmse: 3.29733 valid_1's rmse: 3.65066 [857] valid_0's rmse: 3.29701 valid_1's rmse: 3.6506 [858] valid_0's rmse: 3.29672 valid_1's rmse: 3.65055 [859] valid_0's rmse: 3.29646 valid_1's rmse: 3.65063 [860] valid_0's rmse: 3.29613 valid_1's rmse: 3.65056 [861] valid_0's rmse: 3.29591 valid_1's rmse: 3.65059 Early stopping, best iteration is: [841] valid_0's rmse: 3.30191 valid_1's rmse: 3.65027 SCORE: 3.6502725775174043 [1] valid_0's rmse: 8.96972 valid_1's rmse: 8.92886 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37384 valid_1's rmse: 8.3346 [3] valid_0's rmse: 7.85241 valid_1's rmse: 7.81447 [4] valid_0's rmse: 7.39514 valid_1's rmse: 7.35815 [5] valid_0's rmse: 6.98467 valid_1's rmse: 6.94843 [6] valid_0's rmse: 6.63902 valid_1's rmse: 6.60404 [7] valid_0's rmse: 6.33605 valid_1's rmse: 6.3021 [8] valid_0's rmse: 6.07648 valid_1's rmse: 6.04345 [9] valid_0's rmse: 5.83949 valid_1's rmse: 5.80769 [10] valid_0's rmse: 5.64528 valid_1's rmse: 5.61427 [11] valid_0's rmse: 5.48706 valid_1's rmse: 5.45754 [12] valid_0's rmse: 5.33213 valid_1's rmse: 5.30277 [13] valid_0's rmse: 5.20126 valid_1's rmse: 5.17354 [14] valid_0's rmse: 5.09626 valid_1's rmse: 5.06957 [15] valid_0's rmse: 4.99205 valid_1's rmse: 4.96668 [16] valid_0's rmse: 4.89712 valid_1's rmse: 4.873 [17] valid_0's rmse: 4.79373 valid_1's rmse: 4.77047 [18] valid_0's rmse: 4.72731 valid_1's rmse: 4.70426 [19] valid_0's rmse: 4.66908 valid_1's rmse: 4.64799 [20] valid_0's rmse: 4.60496 valid_1's rmse: 4.58474 [21] valid_0's rmse: 4.5373 valid_1's rmse: 4.51817 [22] valid_0's rmse: 4.50296 valid_1's rmse: 4.48454 [23] valid_0's rmse: 4.44999 valid_1's rmse: 4.43294 [24] valid_0's rmse: 4.41431 valid_1's rmse: 4.39853 [25] valid_0's rmse: 4.37424 valid_1's rmse: 4.3597 [26] valid_0's rmse: 4.34526 valid_1's rmse: 4.33207 [27] valid_0's rmse: 4.31291 valid_1's rmse: 4.29978 [28] valid_0's rmse: 4.28822 valid_1's rmse: 4.27593 [29] valid_0's rmse: 4.2689 valid_1's rmse: 4.25855 [30] valid_0's rmse: 4.25378 valid_1's rmse: 4.24513 [31] valid_0's rmse: 4.23254 valid_1's rmse: 4.22644 [32] valid_0's rmse: 4.20031 valid_1's rmse: 4.19444 [33] valid_0's rmse: 4.18221 valid_1's rmse: 4.17696 [34] valid_0's rmse: 4.16232 valid_1's rmse: 4.15855 [35] valid_0's rmse: 4.14909 valid_1's rmse: 4.14558 [36] valid_0's rmse: 4.14048 valid_1's rmse: 4.13833 [37] valid_0's rmse: 4.12572 valid_1's rmse: 4.12465 [38] valid_0's rmse: 4.11154 valid_1's rmse: 4.11223 [39] valid_0's rmse: 4.10037 valid_1's rmse: 4.10206 [40] valid_0's rmse: 4.09102 valid_1's rmse: 4.09362 [41] valid_0's rmse: 4.08092 valid_1's rmse: 4.0835 [42] valid_0's rmse: 4.07252 valid_1's rmse: 4.07618 [43] valid_0's rmse: 4.06324 valid_1's rmse: 4.06804 [44] valid_0's rmse: 4.04819 valid_1's rmse: 4.05324 [45] valid_0's rmse: 4.0398 valid_1's rmse: 4.04616 [46] valid_0's rmse: 4.03438 valid_1's rmse: 4.04264 [47] valid_0's rmse: 4.02863 valid_1's rmse: 4.03907 [48] valid_0's rmse: 4.02152 valid_1's rmse: 4.03191 [49] valid_0's rmse: 4.01057 valid_1's rmse: 4.02183 [50] valid_0's rmse: 4.00172 valid_1's rmse: 4.01328 [51] valid_0's rmse: 3.99309 valid_1's rmse: 4.00585 [52] valid_0's rmse: 3.98354 valid_1's rmse: 3.99758 [53] valid_0's rmse: 3.97832 valid_1's rmse: 3.99294 [54] valid_0's rmse: 3.97421 valid_1's rmse: 3.99065 [55] valid_0's rmse: 3.96652 valid_1's rmse: 3.98428 [56] valid_0's rmse: 3.96125 valid_1's rmse: 3.98022 [57] valid_0's rmse: 3.95657 valid_1's rmse: 3.97713 [58] valid_0's rmse: 3.9499 valid_1's rmse: 3.97185 [59] valid_0's rmse: 3.94261 valid_1's rmse: 3.96458 [60] valid_0's rmse: 3.93658 valid_1's rmse: 3.95914 [61] valid_0's rmse: 3.93236 valid_1's rmse: 3.95636 [62] valid_0's rmse: 3.92769 valid_1's rmse: 3.95214 [63] valid_0's rmse: 3.92242 valid_1's rmse: 3.94808 [64] valid_0's rmse: 3.91564 valid_1's rmse: 3.94171 [65] valid_0's rmse: 3.90951 valid_1's rmse: 3.93608 [66] valid_0's rmse: 3.90519 valid_1's rmse: 3.93258 [67] valid_0's rmse: 3.90026 valid_1's rmse: 3.92823 [68] valid_0's rmse: 3.89554 valid_1's rmse: 3.92582 [69] valid_0's rmse: 3.88937 valid_1's rmse: 3.92027 [70] valid_0's rmse: 3.88578 valid_1's rmse: 3.91889 [71] valid_0's rmse: 3.87955 valid_1's rmse: 3.91275 [72] valid_0's rmse: 3.87283 valid_1's rmse: 3.90613 [73] valid_0's rmse: 3.86873 valid_1's rmse: 3.90276 [74] valid_0's rmse: 3.86589 valid_1's rmse: 3.90197 [75] valid_0's rmse: 3.86223 valid_1's rmse: 3.89877 [76] valid_0's rmse: 3.85626 valid_1's rmse: 3.89325 [77] valid_0's rmse: 3.85009 valid_1's rmse: 3.88834 [78] valid_0's rmse: 3.84743 valid_1's rmse: 3.88711 [79] valid_0's rmse: 3.84457 valid_1's rmse: 3.88539 [80] valid_0's rmse: 3.83883 valid_1's rmse: 3.88029 [81] valid_0's rmse: 3.83395 valid_1's rmse: 3.87569 [82] valid_0's rmse: 3.83084 valid_1's rmse: 3.87331 [83] valid_0's rmse: 3.82619 valid_1's rmse: 3.86908 [84] valid_0's rmse: 3.82413 valid_1's rmse: 3.86811 [85] valid_0's rmse: 3.81915 valid_1's rmse: 3.86392 [86] valid_0's rmse: 3.81649 valid_1's rmse: 3.86275 [87] valid_0's rmse: 3.8126 valid_1's rmse: 3.85905 [88] valid_0's rmse: 3.80991 valid_1's rmse: 3.85742 [89] valid_0's rmse: 3.80648 valid_1's rmse: 3.85429 [90] valid_0's rmse: 3.80402 valid_1's rmse: 3.85286 [91] valid_0's rmse: 3.80156 valid_1's rmse: 3.85213 [92] valid_0's rmse: 3.79807 valid_1's rmse: 3.84879 [93] valid_0's rmse: 3.79394 valid_1's rmse: 3.84526 [94] valid_0's rmse: 3.7897 valid_1's rmse: 3.84182 [95] valid_0's rmse: 3.78336 valid_1's rmse: 3.83572 [96] valid_0's rmse: 3.78081 valid_1's rmse: 3.83394 [97] valid_0's rmse: 3.7784 valid_1's rmse: 3.83255 [98] valid_0's rmse: 3.77617 valid_1's rmse: 3.83147 [99] valid_0's rmse: 3.77265 valid_1's rmse: 3.82805 [100] valid_0's rmse: 3.76895 valid_1's rmse: 3.82486 [101] valid_0's rmse: 3.76645 valid_1's rmse: 3.82437 [102] valid_0's rmse: 3.76416 valid_1's rmse: 3.82348 [103] valid_0's rmse: 3.76132 valid_1's rmse: 3.82119 [104] valid_0's rmse: 3.75773 valid_1's rmse: 3.81798 [105] valid_0's rmse: 3.75543 valid_1's rmse: 3.81654 [106] valid_0's rmse: 3.75284 valid_1's rmse: 3.8144 [107] valid_0's rmse: 3.75078 valid_1's rmse: 3.81408 [108] valid_0's rmse: 3.74811 valid_1's rmse: 3.81409 [109] valid_0's rmse: 3.74622 valid_1's rmse: 3.81298 [110] valid_0's rmse: 3.7441 valid_1's rmse: 3.81152 [111] valid_0's rmse: 3.7418 valid_1's rmse: 3.80984 [112] valid_0's rmse: 3.74011 valid_1's rmse: 3.80889 [113] valid_0's rmse: 3.73804 valid_1's rmse: 3.80772 [114] valid_0's rmse: 3.73512 valid_1's rmse: 3.80515 [115] valid_0's rmse: 3.73313 valid_1's rmse: 3.80346 [116] valid_0's rmse: 3.73033 valid_1's rmse: 3.80114 [117] valid_0's rmse: 3.7285 valid_1's rmse: 3.80079 [118] valid_0's rmse: 3.72674 valid_1's rmse: 3.80028 [119] valid_0's rmse: 3.72435 valid_1's rmse: 3.79812 [120] valid_0's rmse: 3.72228 valid_1's rmse: 3.79849 [121] valid_0's rmse: 3.71987 valid_1's rmse: 3.7964 [122] valid_0's rmse: 3.71802 valid_1's rmse: 3.79569 [123] valid_0's rmse: 3.71632 valid_1's rmse: 3.79499 [124] valid_0's rmse: 3.71388 valid_1's rmse: 3.79425 [125] valid_0's rmse: 3.71182 valid_1's rmse: 3.79316 [126] valid_0's rmse: 3.70734 valid_1's rmse: 3.78899 [127] valid_0's rmse: 3.70541 valid_1's rmse: 3.78874 [128] valid_0's rmse: 3.70319 valid_1's rmse: 3.78803 [129] valid_0's rmse: 3.7007 valid_1's rmse: 3.78614 [130] valid_0's rmse: 3.69905 valid_1's rmse: 3.78521 [131] valid_0's rmse: 3.69763 valid_1's rmse: 3.78431 [132] valid_0's rmse: 3.69499 valid_1's rmse: 3.78248 [133] valid_0's rmse: 3.69379 valid_1's rmse: 3.78202 [134] valid_0's rmse: 3.69123 valid_1's rmse: 3.77979 [135] valid_0's rmse: 3.68963 valid_1's rmse: 3.77914 [136] valid_0's rmse: 3.68742 valid_1's rmse: 3.77797 [137] valid_0's rmse: 3.68534 valid_1's rmse: 3.77721 [138] valid_0's rmse: 3.68233 valid_1's rmse: 3.77495 [139] valid_0's rmse: 3.681 valid_1's rmse: 3.775 [140] valid_0's rmse: 3.67794 valid_1's rmse: 3.77191 [141] valid_0's rmse: 3.6755 valid_1's rmse: 3.77003 [142] valid_0's rmse: 3.67358 valid_1's rmse: 3.7681 [143] valid_0's rmse: 3.67169 valid_1's rmse: 3.76637 [144] valid_0's rmse: 3.66973 valid_1's rmse: 3.76516 [145] valid_0's rmse: 3.66766 valid_1's rmse: 3.76399 [146] valid_0's rmse: 3.66597 valid_1's rmse: 3.76269 [147] valid_0's rmse: 3.66388 valid_1's rmse: 3.76227 [148] valid_0's rmse: 3.66228 valid_1's rmse: 3.76087 [149] valid_0's rmse: 3.65961 valid_1's rmse: 3.75891 [150] valid_0's rmse: 3.65827 valid_1's rmse: 3.75881 [151] valid_0's rmse: 3.65708 valid_1's rmse: 3.75851 [152] valid_0's rmse: 3.65528 valid_1's rmse: 3.75898 [153] valid_0's rmse: 3.6538 valid_1's rmse: 3.75826 [154] valid_0's rmse: 3.65233 valid_1's rmse: 3.75725 [155] valid_0's rmse: 3.65005 valid_1's rmse: 3.75565 [156] valid_0's rmse: 3.64716 valid_1's rmse: 3.7535 [157] valid_0's rmse: 3.64441 valid_1's rmse: 3.75207 [158] valid_0's rmse: 3.64318 valid_1's rmse: 3.75179 [159] valid_0's rmse: 3.6415 valid_1's rmse: 3.75009 [160] valid_0's rmse: 3.63973 valid_1's rmse: 3.74913 [161] valid_0's rmse: 3.63801 valid_1's rmse: 3.74905 [162] valid_0's rmse: 3.63589 valid_1's rmse: 3.74806 [163] valid_0's rmse: 3.63419 valid_1's rmse: 3.74723 [164] valid_0's rmse: 3.63276 valid_1's rmse: 3.74635 [165] valid_0's rmse: 3.63155 valid_1's rmse: 3.74586 [166] valid_0's rmse: 3.62987 valid_1's rmse: 3.74513 [167] valid_0's rmse: 3.62852 valid_1's rmse: 3.74447 [168] valid_0's rmse: 3.62747 valid_1's rmse: 3.74382 [169] valid_0's rmse: 3.62629 valid_1's rmse: 3.74317 [170] valid_0's rmse: 3.62507 valid_1's rmse: 3.74269 [171] valid_0's rmse: 3.62414 valid_1's rmse: 3.74235 [172] valid_0's rmse: 3.62272 valid_1's rmse: 3.74126 [173] valid_0's rmse: 3.62159 valid_1's rmse: 3.74111 [174] valid_0's rmse: 3.62036 valid_1's rmse: 3.74035 [175] valid_0's rmse: 3.61851 valid_1's rmse: 3.73945 [176] valid_0's rmse: 3.61721 valid_1's rmse: 3.73903 [177] valid_0's rmse: 3.61582 valid_1's rmse: 3.73924 [178] valid_0's rmse: 3.61491 valid_1's rmse: 3.73876 [179] valid_0's rmse: 3.61365 valid_1's rmse: 3.73858 [180] valid_0's rmse: 3.61267 valid_1's rmse: 3.73825 [181] valid_0's rmse: 3.61136 valid_1's rmse: 3.73762 [182] valid_0's rmse: 3.60982 valid_1's rmse: 3.73762 [183] valid_0's rmse: 3.60909 valid_1's rmse: 3.7374 [184] valid_0's rmse: 3.60803 valid_1's rmse: 3.73668 [185] valid_0's rmse: 3.60737 valid_1's rmse: 3.73639 [186] valid_0's rmse: 3.60537 valid_1's rmse: 3.73527 [187] valid_0's rmse: 3.60438 valid_1's rmse: 3.73459 [188] valid_0's rmse: 3.60322 valid_1's rmse: 3.73408 [189] valid_0's rmse: 3.60214 valid_1's rmse: 3.73413 [190] valid_0's rmse: 3.5998 valid_1's rmse: 3.73241 [191] valid_0's rmse: 3.59906 valid_1's rmse: 3.73185 [192] valid_0's rmse: 3.59789 valid_1's rmse: 3.73145 [193] valid_0's rmse: 3.59667 valid_1's rmse: 3.7314 [194] valid_0's rmse: 3.59558 valid_1's rmse: 3.73189 [195] valid_0's rmse: 3.59463 valid_1's rmse: 3.7317 [196] valid_0's rmse: 3.59325 valid_1's rmse: 3.73073 [197] valid_0's rmse: 3.59233 valid_1's rmse: 3.73017 [198] valid_0's rmse: 3.59151 valid_1's rmse: 3.73017 [199] valid_0's rmse: 3.59035 valid_1's rmse: 3.73008 [200] valid_0's rmse: 3.58949 valid_1's rmse: 3.73004 [201] valid_0's rmse: 3.58837 valid_1's rmse: 3.72925 [202] valid_0's rmse: 3.58713 valid_1's rmse: 3.72887 [203] valid_0's rmse: 3.58589 valid_1's rmse: 3.72804 [204] valid_0's rmse: 3.58424 valid_1's rmse: 3.72695 [205] valid_0's rmse: 3.58294 valid_1's rmse: 3.72661 [206] valid_0's rmse: 3.58162 valid_1's rmse: 3.72601 [207] valid_0's rmse: 3.58041 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[319] valid_0's rmse: 3.48093 valid_1's rmse: 3.69659 [320] valid_0's rmse: 3.47968 valid_1's rmse: 3.69574 [321] valid_0's rmse: 3.47894 valid_1's rmse: 3.69615 [322] valid_0's rmse: 3.47786 valid_1's rmse: 3.69562 [323] valid_0's rmse: 3.47715 valid_1's rmse: 3.6955 [324] valid_0's rmse: 3.476 valid_1's rmse: 3.69486 [325] valid_0's rmse: 3.47531 valid_1's rmse: 3.69456 [326] valid_0's rmse: 3.47458 valid_1's rmse: 3.69479 [327] valid_0's rmse: 3.47414 valid_1's rmse: 3.69472 [328] valid_0's rmse: 3.47355 valid_1's rmse: 3.69452 [329] valid_0's rmse: 3.47287 valid_1's rmse: 3.6946 [330] valid_0's rmse: 3.47217 valid_1's rmse: 3.6944 [331] valid_0's rmse: 3.4715 valid_1's rmse: 3.69421 [332] valid_0's rmse: 3.47097 valid_1's rmse: 3.69407 [333] valid_0's rmse: 3.47018 valid_1's rmse: 3.69357 [334] valid_0's rmse: 3.46942 valid_1's rmse: 3.69348 [335] valid_0's rmse: 3.46912 valid_1's rmse: 3.69339 [336] valid_0's rmse: 3.46865 valid_1's rmse: 3.69343 [337] valid_0's rmse: 3.4679 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valid_0's rmse: 3.38845 valid_1's rmse: 3.67623 [468] valid_0's rmse: 3.38757 valid_1's rmse: 3.67568 [469] valid_0's rmse: 3.38715 valid_1's rmse: 3.67549 [470] valid_0's rmse: 3.3864 valid_1's rmse: 3.67523 [471] valid_0's rmse: 3.3858 valid_1's rmse: 3.67533 [472] valid_0's rmse: 3.38561 valid_1's rmse: 3.67533 [473] valid_0's rmse: 3.38493 valid_1's rmse: 3.67516 [474] valid_0's rmse: 3.38462 valid_1's rmse: 3.67513 [475] valid_0's rmse: 3.38388 valid_1's rmse: 3.67488 [476] valid_0's rmse: 3.38336 valid_1's rmse: 3.6747 [477] valid_0's rmse: 3.38296 valid_1's rmse: 3.67466 [478] valid_0's rmse: 3.38248 valid_1's rmse: 3.6745 [479] valid_0's rmse: 3.38201 valid_1's rmse: 3.6745 [480] valid_0's rmse: 3.38172 valid_1's rmse: 3.67438 [481] valid_0's rmse: 3.38149 valid_1's rmse: 3.6745 [482] valid_0's rmse: 3.38123 valid_1's rmse: 3.67445 [483] valid_0's rmse: 3.38065 valid_1's rmse: 3.67409 [484] valid_0's rmse: 3.38037 valid_1's rmse: 3.67395 [485] valid_0's rmse: 3.38008 valid_1's 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[560] valid_0's rmse: 3.34333 valid_1's rmse: 3.66668 [561] valid_0's rmse: 3.34286 valid_1's rmse: 3.66667 [562] valid_0's rmse: 3.34241 valid_1's rmse: 3.66656 [563] valid_0's rmse: 3.34185 valid_1's rmse: 3.66627 [564] valid_0's rmse: 3.34157 valid_1's rmse: 3.66629 [565] valid_0's rmse: 3.34113 valid_1's rmse: 3.66629 [566] valid_0's rmse: 3.34054 valid_1's rmse: 3.66624 [567] valid_0's rmse: 3.33985 valid_1's rmse: 3.66615 [568] valid_0's rmse: 3.33937 valid_1's rmse: 3.66611 [569] valid_0's rmse: 3.33861 valid_1's rmse: 3.66575 [570] valid_0's rmse: 3.33812 valid_1's rmse: 3.66587 [571] valid_0's rmse: 3.33776 valid_1's rmse: 3.66577 [572] valid_0's rmse: 3.33719 valid_1's rmse: 3.66567 [573] valid_0's rmse: 3.33664 valid_1's rmse: 3.66536 [574] valid_0's rmse: 3.33604 valid_1's rmse: 3.66528 [575] valid_0's rmse: 3.33579 valid_1's rmse: 3.66532 [576] valid_0's rmse: 3.33537 valid_1's rmse: 3.66524 [577] valid_0's rmse: 3.3347 valid_1's rmse: 3.66496 [578] valid_0's rmse: 3.33439 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valid_1's rmse: 3.65208 [727] valid_0's rmse: 3.26989 valid_1's rmse: 3.65206 [728] valid_0's rmse: 3.26951 valid_1's rmse: 3.65217 [729] valid_0's rmse: 3.26931 valid_1's rmse: 3.65219 [730] valid_0's rmse: 3.26884 valid_1's rmse: 3.65216 [731] valid_0's rmse: 3.26845 valid_1's rmse: 3.65201 [732] valid_0's rmse: 3.26822 valid_1's rmse: 3.65194 [733] valid_0's rmse: 3.26782 valid_1's rmse: 3.65212 [734] valid_0's rmse: 3.26771 valid_1's rmse: 3.65209 [735] valid_0's rmse: 3.26704 valid_1's rmse: 3.65185 [736] valid_0's rmse: 3.26667 valid_1's rmse: 3.65196 [737] valid_0's rmse: 3.26625 valid_1's rmse: 3.65182 [738] valid_0's rmse: 3.26593 valid_1's rmse: 3.6518 [739] valid_0's rmse: 3.26566 valid_1's rmse: 3.65172 [740] valid_0's rmse: 3.26513 valid_1's rmse: 3.65137 [741] valid_0's rmse: 3.26472 valid_1's rmse: 3.65151 [742] valid_0's rmse: 3.26429 valid_1's rmse: 3.65143 [743] valid_0's rmse: 3.26391 valid_1's rmse: 3.65149 [744] valid_0's rmse: 3.26356 valid_1's rmse: 3.65159 [745] valid_0's rmse: 3.26319 valid_1's rmse: 3.65165 [746] valid_0's rmse: 3.26286 valid_1's rmse: 3.65194 [747] valid_0's rmse: 3.26247 valid_1's rmse: 3.65169 [748] valid_0's rmse: 3.26216 valid_1's rmse: 3.65189 [749] valid_0's rmse: 3.26185 valid_1's rmse: 3.65191 [750] valid_0's rmse: 3.26162 valid_1's rmse: 3.65186 [751] valid_0's rmse: 3.26126 valid_1's rmse: 3.65177 [752] valid_0's rmse: 3.26062 valid_1's rmse: 3.65162 [753] valid_0's rmse: 3.26028 valid_1's rmse: 3.65146 [754] valid_0's rmse: 3.2598 valid_1's rmse: 3.65157 [755] valid_0's rmse: 3.25944 valid_1's rmse: 3.65142 [756] valid_0's rmse: 3.25906 valid_1's rmse: 3.65133 [757] valid_0's rmse: 3.25837 valid_1's rmse: 3.65119 [758] valid_0's rmse: 3.2579 valid_1's rmse: 3.65111 [759] valid_0's rmse: 3.25754 valid_1's rmse: 3.65103 [760] valid_0's rmse: 3.25723 valid_1's rmse: 3.65093 [761] valid_0's rmse: 3.25688 valid_1's rmse: 3.65106 [762] valid_0's rmse: 3.25638 valid_1's rmse: 3.65088 [763] valid_0's rmse: 3.25612 valid_1's rmse: 3.651 [764] valid_0's rmse: 3.25584 valid_1's rmse: 3.65108 [765] valid_0's rmse: 3.25549 valid_1's rmse: 3.65099 [766] valid_0's rmse: 3.25519 valid_1's rmse: 3.65103 [767] valid_0's rmse: 3.25487 valid_1's rmse: 3.65108 [768] valid_0's rmse: 3.25464 valid_1's rmse: 3.65102 [769] valid_0's rmse: 3.25433 valid_1's rmse: 3.65085 [770] valid_0's rmse: 3.25407 valid_1's rmse: 3.65079 [771] valid_0's rmse: 3.25374 valid_1's rmse: 3.65117 [772] valid_0's rmse: 3.25338 valid_1's rmse: 3.65124 [773] valid_0's rmse: 3.25316 valid_1's rmse: 3.6512 [774] valid_0's rmse: 3.25248 valid_1's rmse: 3.65093 [775] valid_0's rmse: 3.25209 valid_1's rmse: 3.65088 [776] valid_0's rmse: 3.25169 valid_1's rmse: 3.65075 [777] valid_0's rmse: 3.25114 valid_1's rmse: 3.65063 [778] valid_0's rmse: 3.25082 valid_1's rmse: 3.65063 [779] valid_0's rmse: 3.25052 valid_1's rmse: 3.65075 [780] valid_0's rmse: 3.25007 valid_1's rmse: 3.65059 [781] valid_0's rmse: 3.24986 valid_1's rmse: 3.65053 [782] valid_0's rmse: 3.24962 valid_1's rmse: 3.65046 [783] valid_0's rmse: 3.24916 valid_1's rmse: 3.65039 [784] valid_0's rmse: 3.249 valid_1's rmse: 3.65033 [785] valid_0's rmse: 3.24873 valid_1's rmse: 3.65028 [786] valid_0's rmse: 3.24837 valid_1's rmse: 3.65021 [787] valid_0's rmse: 3.24809 valid_1's rmse: 3.65032 [788] valid_0's rmse: 3.2478 valid_1's rmse: 3.65029 [789] valid_0's rmse: 3.24741 valid_1's rmse: 3.6502 [790] valid_0's rmse: 3.24708 valid_1's rmse: 3.65028 [791] valid_0's rmse: 3.24687 valid_1's rmse: 3.65027 [792] valid_0's rmse: 3.24664 valid_1's rmse: 3.65019 [793] valid_0's rmse: 3.24635 valid_1's rmse: 3.65027 [794] valid_0's rmse: 3.24599 valid_1's rmse: 3.65029 [795] valid_0's rmse: 3.24546 valid_1's rmse: 3.64994 [796] valid_0's rmse: 3.24515 valid_1's rmse: 3.64988 [797] valid_0's rmse: 3.24479 valid_1's rmse: 3.6498 [798] valid_0's rmse: 3.24457 valid_1's rmse: 3.64983 [799] valid_0's rmse: 3.24423 valid_1's rmse: 3.64973 [800] valid_0's rmse: 3.24406 valid_1's rmse: 3.64967 [801] valid_0's rmse: 3.24379 valid_1's rmse: 3.6497 [802] valid_0's rmse: 3.24342 valid_1's rmse: 3.64996 [803] valid_0's rmse: 3.24311 valid_1's rmse: 3.64999 [804] valid_0's rmse: 3.24285 valid_1's rmse: 3.64999 [805] valid_0's rmse: 3.24261 valid_1's rmse: 3.64994 [806] valid_0's rmse: 3.24227 valid_1's rmse: 3.65 [807] valid_0's rmse: 3.24203 valid_1's rmse: 3.64989 [808] valid_0's rmse: 3.24175 valid_1's rmse: 3.64996 [809] valid_0's rmse: 3.24135 valid_1's rmse: 3.64989 [810] valid_0's rmse: 3.24117 valid_1's rmse: 3.64984 [811] valid_0's rmse: 3.24078 valid_1's rmse: 3.64989 [812] valid_0's rmse: 3.24039 valid_1's rmse: 3.65005 [813] valid_0's rmse: 3.24014 valid_1's rmse: 3.64995 [814] valid_0's rmse: 3.23979 valid_1's rmse: 3.65007 [815] valid_0's rmse: 3.23954 valid_1's rmse: 3.6501 [816] valid_0's rmse: 3.23926 valid_1's rmse: 3.64998 [817] valid_0's rmse: 3.2389 valid_1's rmse: 3.64986 [818] valid_0's rmse: 3.23829 valid_1's rmse: 3.64977 [819] valid_0's rmse: 3.23804 valid_1's rmse: 3.64985 [820] valid_0's rmse: 3.2378 valid_1's rmse: 3.64998 Early stopping, best iteration is: [800] valid_0's rmse: 3.24406 valid_1's rmse: 3.64967 SCORE: 3.6496714428368353 [1] valid_0's rmse: 8.96972 valid_1's rmse: 8.92851 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37585 valid_1's rmse: 8.33624 [3] valid_0's rmse: 7.85441 valid_1's rmse: 7.81577 [4] valid_0's rmse: 7.38518 valid_1's rmse: 7.34759 [5] valid_0's rmse: 6.98444 valid_1's rmse: 6.94781 [6] valid_0's rmse: 6.63107 valid_1's rmse: 6.59531 [7] valid_0's rmse: 6.3369 valid_1's rmse: 6.30224 [8] valid_0's rmse: 6.076 valid_1's rmse: 6.04197 [9] valid_0's rmse: 5.84485 valid_1's rmse: 5.81204 [10] valid_0's rmse: 5.64708 valid_1's rmse: 5.61538 [11] valid_0's rmse: 5.47374 valid_1's rmse: 5.44264 [12] valid_0's rmse: 5.3361 valid_1's rmse: 5.30602 [13] valid_0's rmse: 5.21636 valid_1's rmse: 5.18741 [14] valid_0's rmse: 5.09854 valid_1's rmse: 5.07117 [15] valid_0's rmse: 4.99399 valid_1's rmse: 4.96689 [16] valid_0's rmse: 4.90895 valid_1's rmse: 4.88225 [17] valid_0's rmse: 4.81131 valid_1's rmse: 4.78482 [18] valid_0's rmse: 4.73804 valid_1's rmse: 4.71312 [19] valid_0's rmse: 4.68382 valid_1's rmse: 4.66133 [20] valid_0's rmse: 4.60676 valid_1's rmse: 4.58449 [21] valid_0's rmse: 4.55523 valid_1's rmse: 4.53435 [22] valid_0's rmse: 4.5043 valid_1's rmse: 4.48393 [23] valid_0's rmse: 4.45903 valid_1's rmse: 4.43946 [24] valid_0's rmse: 4.42959 valid_1's rmse: 4.41075 [25] valid_0's rmse: 4.3885 valid_1's rmse: 4.37107 [26] valid_0's rmse: 4.36054 valid_1's rmse: 4.34391 [27] valid_0's rmse: 4.33711 valid_1's rmse: 4.32089 [28] valid_0's rmse: 4.30994 valid_1's rmse: 4.29524 [29] valid_0's rmse: 4.28527 valid_1's rmse: 4.27095 [30] valid_0's rmse: 4.26624 valid_1's rmse: 4.25243 [31] valid_0's rmse: 4.24719 valid_1's rmse: 4.23577 [32] valid_0's rmse: 4.21625 valid_1's rmse: 4.20497 [33] valid_0's rmse: 4.20285 valid_1's rmse: 4.19271 [34] valid_0's rmse: 4.17611 valid_1's rmse: 4.16623 [35] valid_0's rmse: 4.15683 valid_1's rmse: 4.1477 [36] valid_0's rmse: 4.14679 valid_1's rmse: 4.13877 [37] valid_0's rmse: 4.13279 valid_1's rmse: 4.12584 [38] valid_0's rmse: 4.12384 valid_1's rmse: 4.11775 [39] valid_0's rmse: 4.11602 valid_1's rmse: 4.1118 [40] valid_0's rmse: 4.10486 valid_1's rmse: 4.10071 [41] valid_0's rmse: 4.08967 valid_1's rmse: 4.08624 [42] valid_0's rmse: 4.08156 valid_1's rmse: 4.07962 [43] valid_0's rmse: 4.0688 valid_1's rmse: 4.06825 [44] valid_0's rmse: 4.05325 valid_1's rmse: 4.05287 [45] valid_0's rmse: 4.04324 valid_1's rmse: 4.04336 [46] valid_0's rmse: 4.03442 valid_1's rmse: 4.03571 [47] valid_0's rmse: 4.02889 valid_1's rmse: 4.03185 [48] valid_0's rmse: 4.02181 valid_1's rmse: 4.02648 [49] valid_0's rmse: 4.01453 valid_1's rmse: 4.02035 [50] valid_0's rmse: 4.0056 valid_1's rmse: 4.01176 [51] valid_0's rmse: 3.99559 valid_1's rmse: 4.00221 [52] valid_0's rmse: 3.98773 valid_1's rmse: 3.99481 [53] valid_0's rmse: 3.98281 valid_1's rmse: 3.99051 [54] valid_0's rmse: 3.97531 valid_1's rmse: 3.985 [55] valid_0's rmse: 3.9695 valid_1's rmse: 3.98105 [56] valid_0's rmse: 3.96492 valid_1's rmse: 3.97716 [57] valid_0's rmse: 3.96049 valid_1's rmse: 3.97449 [58] valid_0's rmse: 3.9549 valid_1's rmse: 3.96949 [59] valid_0's rmse: 3.9497 valid_1's rmse: 3.96483 [60] valid_0's rmse: 3.94451 valid_1's rmse: 3.9605 [61] valid_0's rmse: 3.93711 valid_1's rmse: 3.95386 [62] valid_0's rmse: 3.93313 valid_1's rmse: 3.95094 [63] valid_0's rmse: 3.92663 valid_1's rmse: 3.94481 [64] valid_0's rmse: 3.92236 valid_1's rmse: 3.94154 [65] valid_0's rmse: 3.91847 valid_1's rmse: 3.93816 [66] valid_0's rmse: 3.91406 valid_1's rmse: 3.93468 [67] valid_0's rmse: 3.90742 valid_1's rmse: 3.92859 [68] valid_0's rmse: 3.9044 valid_1's rmse: 3.92617 [69] valid_0's rmse: 3.89839 valid_1's rmse: 3.92119 [70] valid_0's rmse: 3.88896 valid_1's rmse: 3.91177 [71] valid_0's rmse: 3.88404 valid_1's rmse: 3.9074 [72] valid_0's rmse: 3.87721 valid_1's rmse: 3.90119 [73] valid_0's rmse: 3.874 valid_1's rmse: 3.89886 [74] valid_0's rmse: 3.87094 valid_1's rmse: 3.89706 [75] valid_0's rmse: 3.86822 valid_1's rmse: 3.89516 [76] valid_0's rmse: 3.8641 valid_1's rmse: 3.8919 [77] valid_0's rmse: 3.85887 valid_1's rmse: 3.88779 [78] valid_0's rmse: 3.85587 valid_1's rmse: 3.8856 [79] valid_0's rmse: 3.85348 valid_1's rmse: 3.88454 [80] valid_0's rmse: 3.84755 valid_1's rmse: 3.8791 [81] valid_0's rmse: 3.84177 valid_1's rmse: 3.87322 [82] valid_0's rmse: 3.83911 valid_1's rmse: 3.87211 [83] valid_0's rmse: 3.83503 valid_1's rmse: 3.86778 [84] valid_0's rmse: 3.83298 valid_1's rmse: 3.86636 [85] valid_0's rmse: 3.82974 valid_1's rmse: 3.86595 [86] valid_0's rmse: 3.82603 valid_1's rmse: 3.86296 [87] valid_0's rmse: 3.8208 valid_1's rmse: 3.85797 [88] valid_0's rmse: 3.81768 valid_1's rmse: 3.857 [89] valid_0's rmse: 3.81411 valid_1's rmse: 3.85406 [90] valid_0's rmse: 3.81129 valid_1's rmse: 3.85237 [91] valid_0's rmse: 3.80818 valid_1's rmse: 3.84978 [92] valid_0's rmse: 3.80421 valid_1's rmse: 3.84635 [93] valid_0's rmse: 3.80072 valid_1's rmse: 3.8448 [94] valid_0's rmse: 3.79832 valid_1's rmse: 3.84393 [95] valid_0's rmse: 3.79282 valid_1's rmse: 3.83905 [96] valid_0's rmse: 3.79055 valid_1's rmse: 3.83762 [97] valid_0's rmse: 3.78784 valid_1's rmse: 3.83531 [98] valid_0's rmse: 3.78607 valid_1's rmse: 3.83441 [99] valid_0's rmse: 3.78295 valid_1's rmse: 3.83297 [100] valid_0's rmse: 3.78129 valid_1's rmse: 3.83223 [101] valid_0's rmse: 3.77898 valid_1's rmse: 3.83098 [102] valid_0's rmse: 3.77393 valid_1's rmse: 3.82628 [103] valid_0's rmse: 3.77063 valid_1's rmse: 3.8241 [104] valid_0's rmse: 3.76785 valid_1's rmse: 3.8216 [105] valid_0's rmse: 3.76537 valid_1's rmse: 3.82019 [106] valid_0's rmse: 3.76243 valid_1's rmse: 3.81793 [107] valid_0's rmse: 3.7594 valid_1's rmse: 3.81611 [108] valid_0's rmse: 3.75707 valid_1's rmse: 3.81497 [109] valid_0's rmse: 3.75552 valid_1's rmse: 3.81477 [110] valid_0's rmse: 3.75388 valid_1's rmse: 3.81455 [111] valid_0's rmse: 3.75239 valid_1's rmse: 3.81399 [112] valid_0's rmse: 3.75104 valid_1's rmse: 3.81321 [113] valid_0's rmse: 3.74934 valid_1's rmse: 3.81285 [114] valid_0's rmse: 3.74583 valid_1's rmse: 3.81056 [115] valid_0's rmse: 3.74352 valid_1's rmse: 3.80962 [116] valid_0's rmse: 3.74209 valid_1's rmse: 3.80915 [117] valid_0's rmse: 3.7397 valid_1's rmse: 3.80764 [118] valid_0's rmse: 3.73807 valid_1's rmse: 3.80693 [119] valid_0's rmse: 3.73545 valid_1's rmse: 3.80452 [120] valid_0's rmse: 3.73313 valid_1's rmse: 3.8039 [121] valid_0's rmse: 3.72867 valid_1's rmse: 3.79991 [122] valid_0's rmse: 3.72667 valid_1's rmse: 3.79833 [123] valid_0's rmse: 3.72537 valid_1's rmse: 3.79811 [124] valid_0's rmse: 3.72409 valid_1's rmse: 3.79754 [125] valid_0's rmse: 3.72188 valid_1's rmse: 3.79611 [126] valid_0's rmse: 3.71955 valid_1's rmse: 3.79417 [127] valid_0's rmse: 3.71809 valid_1's rmse: 3.7937 [128] valid_0's rmse: 3.71574 valid_1's rmse: 3.7918 [129] valid_0's rmse: 3.71407 valid_1's rmse: 3.7903 [130] valid_0's rmse: 3.71305 valid_1's rmse: 3.78994 [131] valid_0's rmse: 3.70917 valid_1's rmse: 3.78652 [132] valid_0's rmse: 3.70789 valid_1's rmse: 3.7859 [133] valid_0's rmse: 3.70602 valid_1's rmse: 3.78542 [134] valid_0's rmse: 3.70487 valid_1's rmse: 3.78455 [135] valid_0's rmse: 3.70378 valid_1's rmse: 3.7845 [136] valid_0's rmse: 3.70107 valid_1's rmse: 3.78278 [137] valid_0's rmse: 3.69921 valid_1's rmse: 3.78127 [138] valid_0's rmse: 3.69766 valid_1's rmse: 3.78094 [139] valid_0's rmse: 3.69587 valid_1's rmse: 3.78036 [140] valid_0's rmse: 3.6934 valid_1's rmse: 3.77856 [141] valid_0's rmse: 3.69206 valid_1's rmse: 3.77816 [142] valid_0's rmse: 3.69065 valid_1's rmse: 3.77787 [143] valid_0's rmse: 3.68873 valid_1's rmse: 3.77654 [144] valid_0's rmse: 3.68749 valid_1's rmse: 3.77599 [145] valid_0's rmse: 3.68613 valid_1's rmse: 3.7763 [146] valid_0's rmse: 3.68368 valid_1's rmse: 3.77421 [147] valid_0's rmse: 3.68123 valid_1's rmse: 3.77213 [148] valid_0's rmse: 3.67964 valid_1's rmse: 3.77166 [149] valid_0's rmse: 3.67792 valid_1's rmse: 3.77063 [150] valid_0's rmse: 3.67582 valid_1's rmse: 3.76869 [151] valid_0's rmse: 3.67342 valid_1's rmse: 3.76702 [152] valid_0's rmse: 3.67203 valid_1's rmse: 3.76658 [153] valid_0's rmse: 3.67022 valid_1's rmse: 3.76512 [154] valid_0's rmse: 3.66821 valid_1's rmse: 3.76398 [155] valid_0's rmse: 3.66724 valid_1's rmse: 3.7638 [156] valid_0's rmse: 3.66571 valid_1's rmse: 3.76258 [157] valid_0's rmse: 3.66357 valid_1's rmse: 3.76073 [158] valid_0's rmse: 3.66259 valid_1's rmse: 3.76068 [159] valid_0's rmse: 3.66077 valid_1's rmse: 3.75942 [160] valid_0's rmse: 3.65874 valid_1's rmse: 3.75788 [161] valid_0's rmse: 3.65694 valid_1's rmse: 3.75752 [162] valid_0's rmse: 3.65552 valid_1's rmse: 3.75717 [163] valid_0's rmse: 3.65437 valid_1's rmse: 3.75716 [164] valid_0's rmse: 3.65345 valid_1's rmse: 3.757 [165] valid_0's rmse: 3.65176 valid_1's rmse: 3.75659 [166] valid_0's rmse: 3.65109 valid_1's rmse: 3.7564 [167] valid_0's rmse: 3.64898 valid_1's rmse: 3.75622 [168] valid_0's rmse: 3.64757 valid_1's rmse: 3.75529 [169] valid_0's rmse: 3.646 valid_1's rmse: 3.75478 [170] valid_0's rmse: 3.64503 valid_1's rmse: 3.75462 [171] valid_0's rmse: 3.64253 valid_1's rmse: 3.75254 [172] valid_0's rmse: 3.64003 valid_1's rmse: 3.75067 [173] valid_0's rmse: 3.63858 valid_1's rmse: 3.74945 [174] valid_0's rmse: 3.63721 valid_1's rmse: 3.74928 [175] valid_0's rmse: 3.63509 valid_1's rmse: 3.74757 [176] valid_0's rmse: 3.63358 valid_1's rmse: 3.74768 [177] valid_0's rmse: 3.63286 valid_1's rmse: 3.74744 [178] valid_0's rmse: 3.63154 valid_1's rmse: 3.74667 [179] valid_0's rmse: 3.62982 valid_1's rmse: 3.74578 [180] valid_0's rmse: 3.62843 valid_1's rmse: 3.74574 [181] valid_0's rmse: 3.62755 valid_1's rmse: 3.74595 [182] valid_0's rmse: 3.62659 valid_1's rmse: 3.74579 [183] valid_0's rmse: 3.62564 valid_1's rmse: 3.74575 [184] valid_0's rmse: 3.62351 valid_1's rmse: 3.74377 [185] valid_0's rmse: 3.62271 valid_1's rmse: 3.74371 [186] valid_0's rmse: 3.62142 valid_1's rmse: 3.74282 [187] valid_0's rmse: 3.62085 valid_1's rmse: 3.74257 [188] valid_0's rmse: 3.62013 valid_1's rmse: 3.74263 [189] valid_0's rmse: 3.61877 valid_1's rmse: 3.74201 [190] valid_0's rmse: 3.61701 valid_1's rmse: 3.74024 [191] valid_0's rmse: 3.61596 valid_1's rmse: 3.73946 [192] valid_0's rmse: 3.6147 valid_1's rmse: 3.739 [193] valid_0's rmse: 3.61348 valid_1's rmse: 3.7383 [194] valid_0's rmse: 3.61222 valid_1's rmse: 3.73774 [195] valid_0's rmse: 3.61111 valid_1's rmse: 3.73791 [196] valid_0's rmse: 3.61012 valid_1's rmse: 3.73778 [197] valid_0's rmse: 3.60874 valid_1's rmse: 3.73752 [198] valid_0's rmse: 3.60776 valid_1's rmse: 3.73731 [199] valid_0's rmse: 3.60685 valid_1's rmse: 3.73678 [200] valid_0's rmse: 3.60575 valid_1's rmse: 3.73623 [201] valid_0's rmse: 3.60414 valid_1's rmse: 3.73479 [202] valid_0's rmse: 3.60298 valid_1's rmse: 3.73493 [203] valid_0's rmse: 3.6012 valid_1's rmse: 3.73353 [204] valid_0's rmse: 3.5997 valid_1's rmse: 3.733 [205] valid_0's rmse: 3.59875 valid_1's rmse: 3.7336 [206] valid_0's rmse: 3.59799 valid_1's rmse: 3.73334 [207] valid_0's rmse: 3.59699 valid_1's rmse: 3.73314 [208] valid_0's rmse: 3.59574 valid_1's rmse: 3.7331 [209] valid_0's rmse: 3.5944 valid_1's rmse: 3.73239 [210] valid_0's rmse: 3.59327 valid_1's rmse: 3.73254 [211] valid_0's rmse: 3.58984 valid_1's rmse: 3.72996 [212] valid_0's rmse: 3.58912 valid_1's rmse: 3.72975 [213] valid_0's rmse: 3.58795 valid_1's rmse: 3.72923 [214] valid_0's rmse: 3.58685 valid_1's rmse: 3.72839 [215] valid_0's rmse: 3.58561 valid_1's rmse: 3.72734 [216] valid_0's rmse: 3.58517 valid_1's rmse: 3.72706 [217] valid_0's rmse: 3.58418 valid_1's rmse: 3.72694 [218] valid_0's rmse: 3.58326 valid_1's rmse: 3.72652 [219] valid_0's rmse: 3.58182 valid_1's rmse: 3.72581 [220] valid_0's rmse: 3.58063 valid_1's rmse: 3.72551 [221] valid_0's rmse: 3.58014 valid_1's rmse: 3.72527 [222] valid_0's rmse: 3.57974 valid_1's rmse: 3.72511 [223] valid_0's rmse: 3.57883 valid_1's rmse: 3.72462 [224] valid_0's rmse: 3.57772 valid_1's rmse: 3.72402 [225] valid_0's rmse: 3.57673 valid_1's rmse: 3.72351 [226] valid_0's rmse: 3.57597 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[338] valid_0's rmse: 3.48447 valid_1's rmse: 3.69753 [339] valid_0's rmse: 3.48401 valid_1's rmse: 3.69766 [340] valid_0's rmse: 3.48331 valid_1's rmse: 3.69757 [341] valid_0's rmse: 3.48266 valid_1's rmse: 3.69733 [342] valid_0's rmse: 3.48166 valid_1's rmse: 3.69682 [343] valid_0's rmse: 3.48119 valid_1's rmse: 3.69672 [344] valid_0's rmse: 3.48054 valid_1's rmse: 3.69654 [345] valid_0's rmse: 3.47991 valid_1's rmse: 3.69632 [346] valid_0's rmse: 3.47933 valid_1's rmse: 3.69624 [347] valid_0's rmse: 3.47841 valid_1's rmse: 3.69552 [348] valid_0's rmse: 3.47763 valid_1's rmse: 3.69516 [349] valid_0's rmse: 3.47733 valid_1's rmse: 3.6952 [350] valid_0's rmse: 3.47657 valid_1's rmse: 3.69535 [351] valid_0's rmse: 3.47585 valid_1's rmse: 3.69515 [352] valid_0's rmse: 3.47529 valid_1's rmse: 3.69497 [353] valid_0's rmse: 3.47455 valid_1's rmse: 3.69509 [354] valid_0's rmse: 3.47375 valid_1's rmse: 3.69462 [355] valid_0's rmse: 3.47302 valid_1's rmse: 3.69445 [356] valid_0's rmse: 3.47192 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rmse: 3.28249 valid_1's rmse: 3.65619 [747] valid_0's rmse: 3.2821 valid_1's rmse: 3.6561 [748] valid_0's rmse: 3.28174 valid_1's rmse: 3.65627 [749] valid_0's rmse: 3.28145 valid_1's rmse: 3.65622 [750] valid_0's rmse: 3.28086 valid_1's rmse: 3.65601 [751] valid_0's rmse: 3.28027 valid_1's rmse: 3.65567 [752] valid_0's rmse: 3.27985 valid_1's rmse: 3.65561 [753] valid_0's rmse: 3.27911 valid_1's rmse: 3.65511 [754] valid_0's rmse: 3.27884 valid_1's rmse: 3.65503 [755] valid_0's rmse: 3.27859 valid_1's rmse: 3.65493 [756] valid_0's rmse: 3.27833 valid_1's rmse: 3.65487 [757] valid_0's rmse: 3.27795 valid_1's rmse: 3.65468 [758] valid_0's rmse: 3.27759 valid_1's rmse: 3.65485 [759] valid_0's rmse: 3.27731 valid_1's rmse: 3.6547 [760] valid_0's rmse: 3.27681 valid_1's rmse: 3.65446 [761] valid_0's rmse: 3.2766 valid_1's rmse: 3.65438 [762] valid_0's rmse: 3.27633 valid_1's rmse: 3.65423 [763] valid_0's rmse: 3.27596 valid_1's rmse: 3.6542 [764] valid_0's rmse: 3.27554 valid_1's rmse: 3.65427 [765] valid_0's rmse: 3.2753 valid_1's rmse: 3.65431 [766] valid_0's rmse: 3.27502 valid_1's rmse: 3.65417 [767] valid_0's rmse: 3.27477 valid_1's rmse: 3.65405 [768] valid_0's rmse: 3.27451 valid_1's rmse: 3.65406 [769] valid_0's rmse: 3.2743 valid_1's rmse: 3.654 [770] valid_0's rmse: 3.27395 valid_1's rmse: 3.65402 [771] valid_0's rmse: 3.27365 valid_1's rmse: 3.65402 [772] valid_0's rmse: 3.27289 valid_1's rmse: 3.65371 [773] valid_0's rmse: 3.27256 valid_1's rmse: 3.65352 [774] valid_0's rmse: 3.27223 valid_1's rmse: 3.65347 [775] valid_0's rmse: 3.27192 valid_1's rmse: 3.65337 [776] valid_0's rmse: 3.27145 valid_1's rmse: 3.65314 [777] valid_0's rmse: 3.27116 valid_1's rmse: 3.65311 [778] valid_0's rmse: 3.27091 valid_1's rmse: 3.65324 [779] valid_0's rmse: 3.2706 valid_1's rmse: 3.65315 [780] valid_0's rmse: 3.27021 valid_1's rmse: 3.65311 [781] valid_0's rmse: 3.26996 valid_1's rmse: 3.65303 [782] valid_0's rmse: 3.26981 valid_1's rmse: 3.65309 [783] valid_0's rmse: 3.26921 valid_1's rmse: 3.65276 [784] valid_0's rmse: 3.26885 valid_1's rmse: 3.6529 [785] valid_0's rmse: 3.26855 valid_1's rmse: 3.65293 [786] valid_0's rmse: 3.2681 valid_1's rmse: 3.65296 [787] valid_0's rmse: 3.26782 valid_1's rmse: 3.65286 [788] valid_0's rmse: 3.26758 valid_1's rmse: 3.65295 [789] valid_0's rmse: 3.26737 valid_1's rmse: 3.65294 [790] valid_0's rmse: 3.26723 valid_1's rmse: 3.65293 [791] valid_0's rmse: 3.26702 valid_1's rmse: 3.65292 [792] valid_0's rmse: 3.26663 valid_1's rmse: 3.65274 [793] valid_0's rmse: 3.26595 valid_1's rmse: 3.65225 [794] valid_0's rmse: 3.26543 valid_1's rmse: 3.65206 [795] valid_0's rmse: 3.26502 valid_1's rmse: 3.65217 [796] valid_0's rmse: 3.26453 valid_1's rmse: 3.65222 [797] valid_0's rmse: 3.2643 valid_1's rmse: 3.65211 [798] valid_0's rmse: 3.26395 valid_1's rmse: 3.65201 [799] valid_0's rmse: 3.26361 valid_1's rmse: 3.65195 [800] valid_0's rmse: 3.26337 valid_1's rmse: 3.65182 [801] valid_0's rmse: 3.26302 valid_1's rmse: 3.65196 [802] valid_0's rmse: 3.2626 valid_1's rmse: 3.65196 [803] valid_0's rmse: 3.26236 valid_1's rmse: 3.652 [804] valid_0's rmse: 3.26209 valid_1's rmse: 3.65192 [805] valid_0's rmse: 3.26162 valid_1's rmse: 3.65197 [806] valid_0's rmse: 3.26136 valid_1's rmse: 3.65199 [807] valid_0's rmse: 3.26098 valid_1's rmse: 3.65182 [808] valid_0's rmse: 3.26057 valid_1's rmse: 3.65189 [809] valid_0's rmse: 3.26034 valid_1's rmse: 3.65177 [810] valid_0's rmse: 3.25997 valid_1's rmse: 3.65171 [811] valid_0's rmse: 3.25957 valid_1's rmse: 3.6518 [812] valid_0's rmse: 3.25929 valid_1's rmse: 3.65175 [813] valid_0's rmse: 3.25898 valid_1's rmse: 3.65163 [814] valid_0's rmse: 3.25863 valid_1's rmse: 3.65156 [815] valid_0's rmse: 3.2584 valid_1's rmse: 3.65156 [816] valid_0's rmse: 3.25806 valid_1's rmse: 3.65157 [817] valid_0's rmse: 3.25755 valid_1's rmse: 3.65153 [818] valid_0's rmse: 3.25727 valid_1's rmse: 3.65145 [819] valid_0's rmse: 3.2571 valid_1's rmse: 3.65142 [820] valid_0's rmse: 3.25687 valid_1's rmse: 3.65147 [821] valid_0's rmse: 3.2566 valid_1's rmse: 3.65135 [822] valid_0's rmse: 3.25619 valid_1's rmse: 3.65148 [823] valid_0's rmse: 3.25593 valid_1's rmse: 3.65161 [824] valid_0's rmse: 3.25572 valid_1's rmse: 3.65161 [825] valid_0's rmse: 3.25533 valid_1's rmse: 3.65153 [826] valid_0's rmse: 3.25501 valid_1's rmse: 3.65154 [827] valid_0's rmse: 3.25484 valid_1's rmse: 3.65151 [828] valid_0's rmse: 3.25436 valid_1's rmse: 3.65124 [829] valid_0's rmse: 3.25398 valid_1's rmse: 3.65142 [830] valid_0's rmse: 3.25375 valid_1's rmse: 3.65126 [831] valid_0's rmse: 3.25364 valid_1's rmse: 3.65124 [832] valid_0's rmse: 3.25329 valid_1's rmse: 3.65107 [833] valid_0's rmse: 3.25296 valid_1's rmse: 3.65123 [834] valid_0's rmse: 3.25232 valid_1's rmse: 3.65113 [835] valid_0's rmse: 3.25186 valid_1's rmse: 3.65139 [836] valid_0's rmse: 3.2516 valid_1's rmse: 3.65129 [837] valid_0's rmse: 3.25127 valid_1's rmse: 3.65124 [838] valid_0's rmse: 3.25097 valid_1's rmse: 3.65125 [839] valid_0's rmse: 3.2507 valid_1's rmse: 3.65114 [840] valid_0's rmse: 3.25044 valid_1's rmse: 3.65114 [841] valid_0's rmse: 3.25011 valid_1's rmse: 3.65128 [842] valid_0's rmse: 3.24988 valid_1's rmse: 3.65124 [843] valid_0's rmse: 3.24972 valid_1's rmse: 3.65121 [844] valid_0's rmse: 3.24941 valid_1's rmse: 3.65106 [845] valid_0's rmse: 3.24884 valid_1's rmse: 3.65087 [846] valid_0's rmse: 3.24869 valid_1's rmse: 3.65077 [847] valid_0's rmse: 3.24828 valid_1's rmse: 3.65064 [848] valid_0's rmse: 3.24796 valid_1's rmse: 3.6511 [849] valid_0's rmse: 3.24782 valid_1's rmse: 3.65106 [850] valid_0's rmse: 3.24731 valid_1's rmse: 3.65089 [851] valid_0's rmse: 3.24692 valid_1's rmse: 3.65077 [852] valid_0's rmse: 3.24672 valid_1's rmse: 3.65074 [853] valid_0's rmse: 3.24648 valid_1's rmse: 3.65066 [854] valid_0's rmse: 3.24624 valid_1's rmse: 3.65065 [855] valid_0's rmse: 3.24608 valid_1's rmse: 3.6506 [856] valid_0's rmse: 3.2457 valid_1's rmse: 3.65069 [857] valid_0's rmse: 3.24524 valid_1's rmse: 3.65088 [858] valid_0's rmse: 3.24505 valid_1's rmse: 3.65103 [859] valid_0's rmse: 3.24474 valid_1's rmse: 3.65091 [860] valid_0's rmse: 3.24449 valid_1's rmse: 3.65095 [861] valid_0's rmse: 3.24417 valid_1's rmse: 3.65091 [862] valid_0's rmse: 3.24387 valid_1's rmse: 3.651 [863] valid_0's rmse: 3.24355 valid_1's rmse: 3.651 [864] valid_0's rmse: 3.24317 valid_1's rmse: 3.65102 [865] valid_0's rmse: 3.24287 valid_1's rmse: 3.65104 [866] valid_0's rmse: 3.24266 valid_1's rmse: 3.65094 [867] valid_0's rmse: 3.24236 valid_1's rmse: 3.65102 [868] valid_0's rmse: 3.24215 valid_1's rmse: 3.651 [869] valid_0's rmse: 3.2419 valid_1's rmse: 3.65109 [870] valid_0's rmse: 3.24156 valid_1's rmse: 3.65098 [871] valid_0's rmse: 3.24124 valid_1's rmse: 3.65078 [872] valid_0's rmse: 3.24098 valid_1's rmse: 3.6508 [873] valid_0's rmse: 3.24083 valid_1's rmse: 3.6508 [874] valid_0's rmse: 3.24042 valid_1's rmse: 3.65074 [875] valid_0's rmse: 3.23988 valid_1's rmse: 3.65042 [876] valid_0's rmse: 3.23939 valid_1's rmse: 3.65024 [877] valid_0's rmse: 3.23923 valid_1's rmse: 3.65025 [878] valid_0's rmse: 3.23898 valid_1's rmse: 3.65017 [879] valid_0's rmse: 3.23869 valid_1's rmse: 3.65004 [880] valid_0's rmse: 3.23843 valid_1's rmse: 3.64999 [881] valid_0's rmse: 3.23809 valid_1's rmse: 3.65029 [882] valid_0's rmse: 3.23777 valid_1's rmse: 3.65024 [883] valid_0's rmse: 3.2375 valid_1's rmse: 3.65025 [884] valid_0's rmse: 3.23711 valid_1's rmse: 3.65029 [885] valid_0's rmse: 3.23685 valid_1's rmse: 3.65022 [886] valid_0's rmse: 3.23663 valid_1's rmse: 3.65014 [887] valid_0's rmse: 3.23627 valid_1's rmse: 3.64996 [888] valid_0's rmse: 3.23592 valid_1's rmse: 3.65001 [889] valid_0's rmse: 3.23555 valid_1's rmse: 3.64996 [890] valid_0's rmse: 3.23522 valid_1's rmse: 3.64987 [891] valid_0's rmse: 3.2349 valid_1's rmse: 3.64977 [892] valid_0's rmse: 3.23466 valid_1's rmse: 3.64975 [893] valid_0's rmse: 3.23438 valid_1's rmse: 3.64987 [894] valid_0's rmse: 3.23404 valid_1's rmse: 3.64984 [895] valid_0's rmse: 3.23368 valid_1's rmse: 3.64976 [896] valid_0's rmse: 3.23335 valid_1's rmse: 3.64982 [897] valid_0's rmse: 3.23305 valid_1's rmse: 3.64976 [898] valid_0's rmse: 3.23258 valid_1's rmse: 3.64957 [899] valid_0's rmse: 3.23218 valid_1's rmse: 3.64952 [900] valid_0's rmse: 3.23199 valid_1's rmse: 3.64949 [901] valid_0's rmse: 3.23127 valid_1's rmse: 3.64923 [902] valid_0's rmse: 3.23083 valid_1's rmse: 3.6493 [903] valid_0's rmse: 3.23034 valid_1's rmse: 3.64932 [904] valid_0's rmse: 3.2301 valid_1's rmse: 3.64934 [905] valid_0's rmse: 3.22993 valid_1's rmse: 3.64944 [906] valid_0's rmse: 3.22946 valid_1's rmse: 3.6492 [907] valid_0's rmse: 3.22918 valid_1's rmse: 3.6493 [908] valid_0's rmse: 3.22899 valid_1's rmse: 3.6492 [909] valid_0's rmse: 3.22876 valid_1's rmse: 3.64915 [910] valid_0's rmse: 3.22843 valid_1's rmse: 3.64948 [911] valid_0's rmse: 3.22822 valid_1's rmse: 3.64943 [912] valid_0's rmse: 3.22794 valid_1's rmse: 3.64941 [913] valid_0's rmse: 3.22776 valid_1's rmse: 3.64943 [914] valid_0's rmse: 3.22752 valid_1's rmse: 3.64946 [915] valid_0's rmse: 3.22734 valid_1's rmse: 3.64943 [916] valid_0's rmse: 3.2269 valid_1's rmse: 3.6498 [917] valid_0's rmse: 3.22631 valid_1's rmse: 3.64969 [918] valid_0's rmse: 3.22597 valid_1's rmse: 3.64972 [919] valid_0's rmse: 3.22564 valid_1's rmse: 3.65004 [920] valid_0's rmse: 3.22528 valid_1's rmse: 3.6498 [921] valid_0's rmse: 3.22509 valid_1's rmse: 3.64953 [922] valid_0's rmse: 3.22479 valid_1's rmse: 3.64947 [923] valid_0's rmse: 3.22451 valid_1's rmse: 3.64949 [924] valid_0's rmse: 3.22427 valid_1's rmse: 3.64949 [925] valid_0's rmse: 3.22402 valid_1's rmse: 3.64942 [926] valid_0's rmse: 3.22384 valid_1's rmse: 3.64945 [927] valid_0's rmse: 3.22364 valid_1's rmse: 3.6495 [928] valid_0's rmse: 3.22337 valid_1's rmse: 3.64949 [929] valid_0's rmse: 3.22307 valid_1's rmse: 3.6497 Early stopping, best iteration is: [909] valid_0's rmse: 3.22876 valid_1's rmse: 3.64915 SCORE: 3.6491487795138746 [1] valid_0's rmse: 8.97716 valid_1's rmse: 8.93556 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37999 valid_1's rmse: 8.33962 [3] valid_0's rmse: 7.86131 valid_1's rmse: 7.82262 [4] valid_0's rmse: 7.4015 valid_1's rmse: 7.36344 [5] valid_0's rmse: 7.01397 valid_1's rmse: 6.97685 [6] valid_0's rmse: 6.66567 valid_1's rmse: 6.62923 [7] valid_0's rmse: 6.369 valid_1's rmse: 6.333 [8] valid_0's rmse: 6.11135 valid_1's rmse: 6.0766 [9] valid_0's rmse: 5.88692 valid_1's rmse: 5.85326 [10] valid_0's rmse: 5.69695 valid_1's rmse: 5.6642 [11] valid_0's rmse: 5.52971 valid_1's rmse: 5.49841 [12] valid_0's rmse: 5.38743 valid_1's rmse: 5.35711 [13] valid_0's rmse: 5.26359 valid_1's rmse: 5.23453 [14] valid_0's rmse: 5.15376 valid_1's rmse: 5.12643 [15] valid_0's rmse: 5.03267 valid_1's rmse: 5.0063 [16] valid_0's rmse: 4.94641 valid_1's rmse: 4.92048 [17] valid_0's rmse: 4.84978 valid_1's rmse: 4.825 [18] valid_0's rmse: 4.78873 valid_1's rmse: 4.76442 [19] valid_0's rmse: 4.74 valid_1's rmse: 4.71688 [20] valid_0's rmse: 4.65922 valid_1's rmse: 4.63633 [21] valid_0's rmse: 4.61319 valid_1's rmse: 4.59239 [22] valid_0's rmse: 4.57471 valid_1's rmse: 4.55459 [23] valid_0's rmse: 4.53286 valid_1's rmse: 4.51394 [24] valid_0's rmse: 4.49612 valid_1's rmse: 4.47826 [25] valid_0's rmse: 4.45028 valid_1's rmse: 4.43304 [26] valid_0's rmse: 4.42318 valid_1's rmse: 4.40703 [27] valid_0's rmse: 4.39815 valid_1's rmse: 4.38241 [28] valid_0's rmse: 4.37691 valid_1's rmse: 4.36233 [29] valid_0's rmse: 4.34698 valid_1's rmse: 4.33318 [30] valid_0's rmse: 4.31697 valid_1's rmse: 4.3032 [31] valid_0's rmse: 4.29891 valid_1's rmse: 4.28538 [32] valid_0's rmse: 4.26366 valid_1's rmse: 4.25061 [33] valid_0's rmse: 4.24244 valid_1's rmse: 4.23021 [34] valid_0's rmse: 4.21869 valid_1's rmse: 4.20701 [35] valid_0's rmse: 4.19238 valid_1's rmse: 4.18131 [36] valid_0's rmse: 4.17297 valid_1's rmse: 4.16232 [37] valid_0's rmse: 4.15788 valid_1's rmse: 4.14781 [38] valid_0's rmse: 4.14096 valid_1's rmse: 4.1312 [39] valid_0's rmse: 4.13293 valid_1's rmse: 4.12481 [40] valid_0's rmse: 4.1194 valid_1's rmse: 4.11241 [41] valid_0's rmse: 4.10634 valid_1's rmse: 4.10074 [42] valid_0's rmse: 4.09853 valid_1's rmse: 4.09427 [43] valid_0's rmse: 4.08749 valid_1's rmse: 4.08519 [44] valid_0's rmse: 4.07955 valid_1's rmse: 4.07837 [45] valid_0's rmse: 4.07157 valid_1's rmse: 4.07159 [46] valid_0's rmse: 4.06142 valid_1's rmse: 4.06234 [47] valid_0's rmse: 4.05312 valid_1's rmse: 4.0547 [48] valid_0's rmse: 4.04501 valid_1's rmse: 4.04746 [49] valid_0's rmse: 4.03644 valid_1's rmse: 4.04006 [50] valid_0's rmse: 4.02874 valid_1's rmse: 4.03278 [51] valid_0's rmse: 4.01706 valid_1's rmse: 4.0213 [52] valid_0's rmse: 4.00764 valid_1's rmse: 4.01236 [53] valid_0's rmse: 4.00035 valid_1's rmse: 4.00587 [54] valid_0's rmse: 3.99479 valid_1's rmse: 4.00238 [55] valid_0's rmse: 3.98285 valid_1's rmse: 3.99058 [56] valid_0's rmse: 3.97784 valid_1's rmse: 3.98674 [57] valid_0's rmse: 3.97446 valid_1's rmse: 3.98496 [58] valid_0's rmse: 3.96856 valid_1's rmse: 3.97998 [59] valid_0's rmse: 3.96382 valid_1's rmse: 3.97655 [60] valid_0's rmse: 3.9561 valid_1's rmse: 3.96917 [61] valid_0's rmse: 3.94914 valid_1's rmse: 3.9634 [62] valid_0's rmse: 3.9441 valid_1's rmse: 3.95896 [63] valid_0's rmse: 3.93937 valid_1's rmse: 3.95429 [64] valid_0's rmse: 3.93293 valid_1's rmse: 3.94887 [65] valid_0's rmse: 3.92804 valid_1's rmse: 3.94442 [66] valid_0's rmse: 3.92411 valid_1's rmse: 3.94216 [67] valid_0's rmse: 3.91739 valid_1's rmse: 3.93582 [68] valid_0's rmse: 3.91197 valid_1's rmse: 3.93102 [69] valid_0's rmse: 3.90792 valid_1's rmse: 3.92764 [70] valid_0's rmse: 3.90534 valid_1's rmse: 3.92639 [71] valid_0's rmse: 3.8972 valid_1's rmse: 3.91838 [72] valid_0's rmse: 3.88995 valid_1's rmse: 3.91153 [73] valid_0's rmse: 3.88607 valid_1's rmse: 3.90814 [74] valid_0's rmse: 3.88218 valid_1's rmse: 3.906 [75] valid_0's rmse: 3.87787 valid_1's rmse: 3.90228 [76] valid_0's rmse: 3.87285 valid_1's rmse: 3.89785 [77] valid_0's rmse: 3.86344 valid_1's rmse: 3.88864 [78] valid_0's rmse: 3.86084 valid_1's rmse: 3.88681 [79] valid_0's rmse: 3.85856 valid_1's rmse: 3.88564 [80] valid_0's rmse: 3.85283 valid_1's rmse: 3.8803 [81] valid_0's rmse: 3.84557 valid_1's rmse: 3.87346 [82] valid_0's rmse: 3.84304 valid_1's rmse: 3.87169 [83] valid_0's rmse: 3.83749 valid_1's rmse: 3.86663 [84] valid_0's rmse: 3.83319 valid_1's rmse: 3.86296 [85] valid_0's rmse: 3.83003 valid_1's rmse: 3.86225 [86] valid_0's rmse: 3.82729 valid_1's rmse: 3.86052 [87] valid_0's rmse: 3.82216 valid_1's rmse: 3.85556 [88] valid_0's rmse: 3.82015 valid_1's rmse: 3.85416 [89] valid_0's rmse: 3.81776 valid_1's rmse: 3.85229 [90] valid_0's rmse: 3.81577 valid_1's rmse: 3.85111 [91] valid_0's rmse: 3.81215 valid_1's rmse: 3.84781 [92] valid_0's rmse: 3.81018 valid_1's rmse: 3.84636 [93] valid_0's rmse: 3.80787 valid_1's rmse: 3.84538 [94] valid_0's rmse: 3.80521 valid_1's rmse: 3.8445 [95] valid_0's rmse: 3.80341 valid_1's rmse: 3.84411 [96] valid_0's rmse: 3.79994 valid_1's rmse: 3.84122 [97] valid_0's rmse: 3.7974 valid_1's rmse: 3.83887 [98] valid_0's rmse: 3.79334 valid_1's rmse: 3.83484 [99] valid_0's rmse: 3.79052 valid_1's rmse: 3.83279 [100] valid_0's rmse: 3.78729 valid_1's rmse: 3.83036 [101] valid_0's rmse: 3.78424 valid_1's rmse: 3.82786 [102] valid_0's rmse: 3.78053 valid_1's rmse: 3.82428 [103] valid_0's rmse: 3.77796 valid_1's rmse: 3.82236 [104] valid_0's rmse: 3.7762 valid_1's rmse: 3.82116 [105] valid_0's rmse: 3.77382 valid_1's rmse: 3.81957 [106] valid_0's rmse: 3.77079 valid_1's rmse: 3.81839 [107] valid_0's rmse: 3.76606 valid_1's rmse: 3.81384 [108] valid_0's rmse: 3.76325 valid_1's rmse: 3.8134 [109] valid_0's rmse: 3.76142 valid_1's rmse: 3.813 [110] valid_0's rmse: 3.75992 valid_1's rmse: 3.81261 [111] valid_0's rmse: 3.75785 valid_1's rmse: 3.81203 [112] valid_0's rmse: 3.7561 valid_1's rmse: 3.8111 [113] valid_0's rmse: 3.75359 valid_1's rmse: 3.8092 [114] valid_0's rmse: 3.75102 valid_1's rmse: 3.80724 [115] valid_0's rmse: 3.74899 valid_1's rmse: 3.80686 [116] valid_0's rmse: 3.74661 valid_1's rmse: 3.80651 [117] valid_0's rmse: 3.74239 valid_1's rmse: 3.80271 [118] valid_0's rmse: 3.74059 valid_1's rmse: 3.80151 [119] valid_0's rmse: 3.73852 valid_1's rmse: 3.80007 [120] valid_0's rmse: 3.73678 valid_1's rmse: 3.79933 [121] valid_0's rmse: 3.73529 valid_1's rmse: 3.7992 [122] valid_0's rmse: 3.73376 valid_1's rmse: 3.79826 [123] valid_0's rmse: 3.73175 valid_1's rmse: 3.79695 [124] valid_0's rmse: 3.72976 valid_1's rmse: 3.79637 [125] valid_0's rmse: 3.72773 valid_1's rmse: 3.7943 [126] valid_0's rmse: 3.72596 valid_1's rmse: 3.793 [127] valid_0's rmse: 3.72425 valid_1's rmse: 3.79241 [128] valid_0's rmse: 3.72294 valid_1's rmse: 3.79169 [129] valid_0's rmse: 3.72082 valid_1's rmse: 3.79009 [130] valid_0's rmse: 3.7186 valid_1's rmse: 3.78784 [131] valid_0's rmse: 3.71481 valid_1's rmse: 3.78409 [132] valid_0's rmse: 3.71325 valid_1's rmse: 3.78405 [133] valid_0's rmse: 3.71217 valid_1's rmse: 3.78396 [134] 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[301] valid_0's rmse: 3.51687 valid_1's rmse: 3.6982 [302] valid_0's rmse: 3.51593 valid_1's rmse: 3.69844 [303] valid_0's rmse: 3.51536 valid_1's rmse: 3.69859 [304] valid_0's rmse: 3.5146 valid_1's rmse: 3.69873 [305] valid_0's rmse: 3.5137 valid_1's rmse: 3.69843 [306] valid_0's rmse: 3.51331 valid_1's rmse: 3.69853 [307] valid_0's rmse: 3.51272 valid_1's rmse: 3.69825 [308] valid_0's rmse: 3.51182 valid_1's rmse: 3.69788 [309] valid_0's rmse: 3.51122 valid_1's rmse: 3.69765 [310] valid_0's rmse: 3.51037 valid_1's rmse: 3.69775 [311] valid_0's rmse: 3.50964 valid_1's rmse: 3.69771 [312] valid_0's rmse: 3.50907 valid_1's rmse: 3.6975 [313] valid_0's rmse: 3.50829 valid_1's rmse: 3.69729 [314] valid_0's rmse: 3.5072 valid_1's rmse: 3.69661 [315] valid_0's rmse: 3.50671 valid_1's rmse: 3.69616 [316] valid_0's rmse: 3.50633 valid_1's rmse: 3.69606 [317] valid_0's rmse: 3.50582 valid_1's rmse: 3.69584 [318] valid_0's rmse: 3.50491 valid_1's rmse: 3.69529 [319] valid_0's rmse: 3.50374 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rmse: 3.33282 valid_1's rmse: 3.65553 [654] valid_0's rmse: 3.33125 valid_1's rmse: 3.65422 [655] valid_0's rmse: 3.33081 valid_1's rmse: 3.65422 [656] valid_0's rmse: 3.33051 valid_1's rmse: 3.65424 [657] valid_0's rmse: 3.33015 valid_1's rmse: 3.65456 [658] valid_0's rmse: 3.32988 valid_1's rmse: 3.65459 [659] valid_0's rmse: 3.32973 valid_1's rmse: 3.65457 [660] valid_0's rmse: 3.3293 valid_1's rmse: 3.65438 [661] valid_0's rmse: 3.32903 valid_1's rmse: 3.65448 [662] valid_0's rmse: 3.32867 valid_1's rmse: 3.65442 [663] valid_0's rmse: 3.32806 valid_1's rmse: 3.65432 [664] valid_0's rmse: 3.32756 valid_1's rmse: 3.65443 [665] valid_0's rmse: 3.32709 valid_1's rmse: 3.6543 [666] valid_0's rmse: 3.32679 valid_1's rmse: 3.65435 [667] valid_0's rmse: 3.32635 valid_1's rmse: 3.6543 [668] valid_0's rmse: 3.32597 valid_1's rmse: 3.65433 [669] valid_0's rmse: 3.32561 valid_1's rmse: 3.65417 [670] valid_0's rmse: 3.32522 valid_1's rmse: 3.65432 [671] valid_0's rmse: 3.32489 valid_1's rmse: 3.65419 [672] valid_0's rmse: 3.32449 valid_1's rmse: 3.65396 [673] valid_0's rmse: 3.32376 valid_1's rmse: 3.6541 [674] valid_0's rmse: 3.32335 valid_1's rmse: 3.65395 [675] valid_0's rmse: 3.3229 valid_1's rmse: 3.65373 [676] valid_0's rmse: 3.32263 valid_1's rmse: 3.65373 [677] valid_0's rmse: 3.32253 valid_1's rmse: 3.65372 [678] valid_0's rmse: 3.32212 valid_1's rmse: 3.65365 [679] valid_0's rmse: 3.32173 valid_1's rmse: 3.65372 [680] valid_0's rmse: 3.32127 valid_1's rmse: 3.65353 [681] valid_0's rmse: 3.32082 valid_1's rmse: 3.65353 [682] valid_0's rmse: 3.32043 valid_1's rmse: 3.65366 [683] valid_0's rmse: 3.32004 valid_1's rmse: 3.65351 [684] valid_0's rmse: 3.31969 valid_1's rmse: 3.65362 [685] valid_0's rmse: 3.3194 valid_1's rmse: 3.65383 [686] valid_0's rmse: 3.31921 valid_1's rmse: 3.65393 [687] valid_0's rmse: 3.31875 valid_1's rmse: 3.65398 [688] valid_0's rmse: 3.31854 valid_1's rmse: 3.65412 [689] valid_0's rmse: 3.31819 valid_1's rmse: 3.65441 [690] valid_0's rmse: 3.318 valid_1's rmse: 3.65428 [691] valid_0's rmse: 3.31763 valid_1's rmse: 3.6544 [692] valid_0's rmse: 3.31737 valid_1's rmse: 3.65435 [693] valid_0's rmse: 3.31718 valid_1's rmse: 3.65441 [694] valid_0's rmse: 3.31677 valid_1's rmse: 3.65437 [695] valid_0's rmse: 3.31655 valid_1's rmse: 3.65437 [696] valid_0's rmse: 3.31623 valid_1's rmse: 3.65459 [697] valid_0's rmse: 3.31594 valid_1's rmse: 3.65465 [698] valid_0's rmse: 3.31562 valid_1's rmse: 3.65465 [699] valid_0's rmse: 3.31524 valid_1's rmse: 3.65444 [700] valid_0's rmse: 3.31479 valid_1's rmse: 3.65422 [701] valid_0's rmse: 3.31434 valid_1's rmse: 3.65432 [702] valid_0's rmse: 3.3139 valid_1's rmse: 3.65448 [703] valid_0's rmse: 3.31358 valid_1's rmse: 3.65449 Early stopping, best iteration is: [683] valid_0's rmse: 3.32004 valid_1's rmse: 3.65351 SCORE: 3.6535132556919456 [1] valid_0's rmse: 8.98019 valid_1's rmse: 8.93928 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39129 valid_1's rmse: 8.35177 [3] valid_0's rmse: 7.86586 valid_1's rmse: 7.82791 [4] valid_0's rmse: 7.4035 valid_1's rmse: 7.3669 [5] valid_0's rmse: 6.99852 valid_1's rmse: 6.9626 [6] valid_0's rmse: 6.65142 valid_1's rmse: 6.6163 [7] valid_0's rmse: 6.35611 valid_1's rmse: 6.32061 [8] valid_0's rmse: 6.09278 valid_1's rmse: 6.05853 [9] valid_0's rmse: 5.86644 valid_1's rmse: 5.83269 [10] valid_0's rmse: 5.67325 valid_1's rmse: 5.64049 [11] valid_0's rmse: 5.50109 valid_1's rmse: 5.46984 [12] valid_0's rmse: 5.35258 valid_1's rmse: 5.32236 [13] valid_0's rmse: 5.22556 valid_1's rmse: 5.1962 [14] valid_0's rmse: 5.12588 valid_1's rmse: 5.09754 [15] valid_0's rmse: 5.00179 valid_1's rmse: 4.97351 [16] valid_0's rmse: 4.8932 valid_1's rmse: 4.86552 [17] valid_0's rmse: 4.80956 valid_1's rmse: 4.78206 [18] valid_0's rmse: 4.74502 valid_1's rmse: 4.71893 [19] valid_0's rmse: 4.67145 valid_1's rmse: 4.64621 [20] valid_0's rmse: 4.60159 valid_1's rmse: 4.57668 [21] valid_0's rmse: 4.55537 valid_1's rmse: 4.53232 [22] valid_0's rmse: 4.50375 valid_1's rmse: 4.48143 [23] valid_0's rmse: 4.46851 valid_1's rmse: 4.44669 [24] valid_0's rmse: 4.44161 valid_1's rmse: 4.42056 [25] valid_0's rmse: 4.4021 valid_1's rmse: 4.38199 [26] valid_0's rmse: 4.37831 valid_1's rmse: 4.35992 [27] valid_0's rmse: 4.34349 valid_1's rmse: 4.32524 [28] valid_0's rmse: 4.30774 valid_1's rmse: 4.28953 [29] valid_0's rmse: 4.28576 valid_1's rmse: 4.26779 [30] valid_0's rmse: 4.26967 valid_1's rmse: 4.2527 [31] valid_0's rmse: 4.25053 valid_1's rmse: 4.2343 [32] valid_0's rmse: 4.22438 valid_1's rmse: 4.20956 [33] valid_0's rmse: 4.20505 valid_1's rmse: 4.19112 [34] valid_0's rmse: 4.18196 valid_1's rmse: 4.16889 [35] valid_0's rmse: 4.16066 valid_1's rmse: 4.14859 [36] valid_0's rmse: 4.15164 valid_1's rmse: 4.14015 [37] valid_0's rmse: 4.13893 valid_1's rmse: 4.1288 [38] valid_0's rmse: 4.12924 valid_1's rmse: 4.12078 [39] valid_0's rmse: 4.1232 valid_1's rmse: 4.11456 [40] valid_0's rmse: 4.11166 valid_1's rmse: 4.10384 [41] valid_0's rmse: 4.09965 valid_1's rmse: 4.09197 [42] valid_0's rmse: 4.09243 valid_1's rmse: 4.0863 [43] valid_0's rmse: 4.085 valid_1's rmse: 4.08067 [44] valid_0's rmse: 4.07036 valid_1's rmse: 4.06624 [45] valid_0's rmse: 4.0625 valid_1's rmse: 4.06114 [46] valid_0's rmse: 4.05704 valid_1's rmse: 4.05629 [47] valid_0's rmse: 4.05149 valid_1's rmse: 4.05275 [48] valid_0's rmse: 4.04137 valid_1's rmse: 4.04284 [49] valid_0's rmse: 4.03784 valid_1's rmse: 4.0405 [50] valid_0's rmse: 4.02638 valid_1's rmse: 4.02901 [51] valid_0's rmse: 4.01078 valid_1's rmse: 4.01374 [52] valid_0's rmse: 4.00194 valid_1's rmse: 4.00714 [53] valid_0's rmse: 3.99754 valid_1's rmse: 4.00372 [54] valid_0's rmse: 3.99069 valid_1's rmse: 3.99773 [55] valid_0's rmse: 3.98555 valid_1's rmse: 3.99273 [56] valid_0's rmse: 3.98016 valid_1's rmse: 3.98913 [57] valid_0's rmse: 3.97491 valid_1's rmse: 3.98466 [58] valid_0's rmse: 3.97025 valid_1's rmse: 3.98058 [59] valid_0's rmse: 3.96632 valid_1's rmse: 3.97714 [60] valid_0's rmse: 3.9584 valid_1's rmse: 3.9701 [61] valid_0's rmse: 3.95308 valid_1's rmse: 3.96707 [62] valid_0's rmse: 3.94865 valid_1's rmse: 3.96487 [63] valid_0's rmse: 3.94377 valid_1's rmse: 3.96034 [64] valid_0's rmse: 3.9362 valid_1's rmse: 3.95331 [65] valid_0's rmse: 3.93251 valid_1's rmse: 3.95073 [66] valid_0's rmse: 3.92661 valid_1's rmse: 3.94497 [67] valid_0's rmse: 3.91682 valid_1's rmse: 3.93563 [68] valid_0's rmse: 3.913 valid_1's rmse: 3.93315 [69] valid_0's rmse: 3.90732 valid_1's rmse: 3.9284 [70] valid_0's rmse: 3.90123 valid_1's rmse: 3.92337 [71] valid_0's rmse: 3.89192 valid_1's rmse: 3.91413 [72] valid_0's rmse: 3.88539 valid_1's rmse: 3.90782 [73] valid_0's rmse: 3.88134 valid_1's rmse: 3.90494 [74] valid_0's rmse: 3.87721 valid_1's rmse: 3.90391 [75] valid_0's rmse: 3.8732 valid_1's rmse: 3.90132 [76] valid_0's rmse: 3.86997 valid_1's rmse: 3.89959 [77] valid_0's rmse: 3.86581 valid_1's rmse: 3.89652 [78] valid_0's rmse: 3.86123 valid_1's rmse: 3.89208 [79] valid_0's rmse: 3.85811 valid_1's rmse: 3.89023 [80] valid_0's rmse: 3.85408 valid_1's rmse: 3.88726 [81] valid_0's rmse: 3.84785 valid_1's rmse: 3.8816 [82] valid_0's rmse: 3.84411 valid_1's rmse: 3.87923 [83] valid_0's rmse: 3.83908 valid_1's rmse: 3.87512 [84] valid_0's rmse: 3.83495 valid_1's rmse: 3.87125 [85] valid_0's rmse: 3.82979 valid_1's rmse: 3.86655 [86] valid_0's rmse: 3.82619 valid_1's rmse: 3.86439 [87] valid_0's rmse: 3.82327 valid_1's rmse: 3.862 [88] valid_0's rmse: 3.81842 valid_1's rmse: 3.85785 [89] valid_0's rmse: 3.81569 valid_1's rmse: 3.85763 [90] valid_0's rmse: 3.81314 valid_1's rmse: 3.85568 [91] valid_0's rmse: 3.81087 valid_1's rmse: 3.85462 [92] valid_0's rmse: 3.80736 valid_1's rmse: 3.85172 [93] valid_0's rmse: 3.8052 valid_1's rmse: 3.8503 [94] valid_0's rmse: 3.80079 valid_1's rmse: 3.84618 [95] valid_0's rmse: 3.79821 valid_1's rmse: 3.84483 [96] valid_0's rmse: 3.79352 valid_1's rmse: 3.84074 [97] valid_0's rmse: 3.79143 valid_1's rmse: 3.83995 [98] valid_0's rmse: 3.78946 valid_1's rmse: 3.8388 [99] valid_0's rmse: 3.78714 valid_1's rmse: 3.83761 [100] valid_0's rmse: 3.78339 valid_1's rmse: 3.83469 [101] valid_0's rmse: 3.78178 valid_1's rmse: 3.83393 [102] valid_0's rmse: 3.77998 valid_1's rmse: 3.8325 [103] valid_0's rmse: 3.7778 valid_1's rmse: 3.8312 [104] valid_0's rmse: 3.77535 valid_1's rmse: 3.82974 [105] valid_0's rmse: 3.77325 valid_1's rmse: 3.82872 [106] valid_0's rmse: 3.77057 valid_1's rmse: 3.82661 [107] valid_0's rmse: 3.7657 valid_1's rmse: 3.82197 [108] valid_0's rmse: 3.76409 valid_1's rmse: 3.82155 [109] valid_0's rmse: 3.76249 valid_1's rmse: 3.82095 [110] valid_0's rmse: 3.76044 valid_1's rmse: 3.82032 [111] valid_0's rmse: 3.75875 valid_1's rmse: 3.81896 [112] valid_0's rmse: 3.75701 valid_1's rmse: 3.81771 [113] valid_0's rmse: 3.75481 valid_1's rmse: 3.816 [114] valid_0's rmse: 3.75285 valid_1's rmse: 3.81438 [115] valid_0's rmse: 3.7505 valid_1's rmse: 3.81319 [116] valid_0's rmse: 3.74748 valid_1's rmse: 3.81086 [117] valid_0's rmse: 3.74539 valid_1's rmse: 3.80934 [118] valid_0's rmse: 3.74401 valid_1's rmse: 3.80823 [119] valid_0's rmse: 3.74169 valid_1's rmse: 3.80613 [120] valid_0's rmse: 3.73934 valid_1's rmse: 3.80541 [121] valid_0's rmse: 3.73714 valid_1's rmse: 3.80415 [122] valid_0's rmse: 3.73524 valid_1's rmse: 3.80301 [123] valid_0's rmse: 3.73395 valid_1's rmse: 3.80209 [124] valid_0's rmse: 3.73192 valid_1's rmse: 3.8009 [125] valid_0's rmse: 3.72862 valid_1's rmse: 3.79913 [126] valid_0's rmse: 3.72605 valid_1's rmse: 3.7972 [127] valid_0's rmse: 3.72439 valid_1's rmse: 3.79698 [128] valid_0's rmse: 3.72289 valid_1's rmse: 3.79633 [129] valid_0's rmse: 3.72124 valid_1's rmse: 3.79616 [130] valid_0's rmse: 3.71857 valid_1's rmse: 3.79379 [131] valid_0's rmse: 3.71619 valid_1's rmse: 3.79186 [132] valid_0's rmse: 3.7143 valid_1's rmse: 3.79054 [133] valid_0's rmse: 3.71137 valid_1's rmse: 3.78826 [134] valid_0's rmse: 3.70964 valid_1's rmse: 3.78668 [135] valid_0's rmse: 3.70829 valid_1's rmse: 3.7865 [136] valid_0's rmse: 3.70643 valid_1's rmse: 3.78588 [137] valid_0's rmse: 3.70498 valid_1's rmse: 3.78544 [138] valid_0's rmse: 3.7039 valid_1's rmse: 3.7851 [139] valid_0's rmse: 3.70191 valid_1's rmse: 3.78467 [140] valid_0's rmse: 3.7005 valid_1's rmse: 3.78405 [141] valid_0's rmse: 3.69895 valid_1's rmse: 3.78342 [142] valid_0's rmse: 3.6962 valid_1's rmse: 3.78145 [143] valid_0's rmse: 3.69487 valid_1's rmse: 3.7807 [144] valid_0's rmse: 3.69379 valid_1's rmse: 3.78023 [145] valid_0's rmse: 3.6921 valid_1's rmse: 3.77876 [146] valid_0's rmse: 3.69086 valid_1's rmse: 3.77795 [147] valid_0's rmse: 3.68853 valid_1's rmse: 3.77637 [148] valid_0's rmse: 3.68678 valid_1's rmse: 3.77477 [149] valid_0's rmse: 3.68579 valid_1's rmse: 3.77433 [150] valid_0's rmse: 3.68463 valid_1's rmse: 3.77397 [151] valid_0's rmse: 3.68285 valid_1's rmse: 3.77315 [152] valid_0's rmse: 3.68082 valid_1's rmse: 3.77165 [153] valid_0's rmse: 3.67891 valid_1's rmse: 3.76984 [154] valid_0's rmse: 3.67708 valid_1's rmse: 3.76848 [155] valid_0's rmse: 3.67464 valid_1's rmse: 3.76666 [156] valid_0's rmse: 3.67268 valid_1's rmse: 3.76514 [157] valid_0's rmse: 3.67127 valid_1's rmse: 3.76523 [158] valid_0's rmse: 3.66992 valid_1's rmse: 3.76456 [159] valid_0's rmse: 3.66838 valid_1's rmse: 3.76419 [160] valid_0's rmse: 3.66754 valid_1's rmse: 3.76396 [161] valid_0's rmse: 3.66646 valid_1's rmse: 3.76366 [162] valid_0's rmse: 3.66553 valid_1's rmse: 3.76332 [163] valid_0's rmse: 3.66478 valid_1's rmse: 3.76301 [164] valid_0's rmse: 3.66344 valid_1's rmse: 3.76316 [165] valid_0's rmse: 3.66105 valid_1's rmse: 3.76109 [166] valid_0's rmse: 3.66004 valid_1's rmse: 3.76106 [167] valid_0's rmse: 3.65867 valid_1's rmse: 3.76089 [168] valid_0's rmse: 3.65742 valid_1's rmse: 3.7601 [169] valid_0's rmse: 3.65579 valid_1's rmse: 3.75857 [170] valid_0's rmse: 3.65363 valid_1's rmse: 3.75769 [171] valid_0's rmse: 3.65215 valid_1's rmse: 3.75662 [172] valid_0's rmse: 3.65041 valid_1's rmse: 3.75526 [173] valid_0's rmse: 3.64891 valid_1's rmse: 3.75487 [174] valid_0's rmse: 3.64717 valid_1's rmse: 3.75364 [175] valid_0's rmse: 3.64609 valid_1's rmse: 3.75355 [176] valid_0's rmse: 3.64492 valid_1's rmse: 3.75337 [177] valid_0's rmse: 3.64386 valid_1's rmse: 3.753 [178] valid_0's rmse: 3.64234 valid_1's rmse: 3.75176 [179] valid_0's rmse: 3.64069 valid_1's rmse: 3.75045 [180] valid_0's rmse: 3.63953 valid_1's rmse: 3.74994 [181] valid_0's rmse: 3.63823 valid_1's rmse: 3.74965 [182] valid_0's rmse: 3.63711 valid_1's rmse: 3.74928 [183] valid_0's rmse: 3.63613 valid_1's rmse: 3.74905 [184] valid_0's rmse: 3.6355 valid_1's rmse: 3.74905 [185] valid_0's rmse: 3.63422 valid_1's rmse: 3.74893 [186] valid_0's rmse: 3.63344 valid_1's rmse: 3.74837 [187] valid_0's rmse: 3.63254 valid_1's rmse: 3.74824 [188] valid_0's rmse: 3.63129 valid_1's rmse: 3.74727 [189] valid_0's rmse: 3.62999 valid_1's rmse: 3.74649 [190] valid_0's rmse: 3.62884 valid_1's rmse: 3.74623 [191] valid_0's rmse: 3.62744 valid_1's rmse: 3.74543 [192] valid_0's rmse: 3.6266 valid_1's rmse: 3.74514 [193] valid_0's rmse: 3.62458 valid_1's rmse: 3.74338 [194] valid_0's rmse: 3.62395 valid_1's rmse: 3.74319 [195] valid_0's rmse: 3.62306 valid_1's rmse: 3.74256 [196] valid_0's rmse: 3.62195 valid_1's rmse: 3.7427 [197] valid_0's rmse: 3.62097 valid_1's rmse: 3.74304 [198] valid_0's rmse: 3.62013 valid_1's rmse: 3.74279 [199] valid_0's rmse: 3.61888 valid_1's rmse: 3.74219 [200] valid_0's rmse: 3.61786 valid_1's rmse: 3.74197 [201] valid_0's rmse: 3.61668 valid_1's rmse: 3.74107 [202] valid_0's rmse: 3.61559 valid_1's rmse: 3.74091 [203] valid_0's rmse: 3.61445 valid_1's rmse: 3.74069 [204] valid_0's rmse: 3.61346 valid_1's rmse: 3.74003 [205] valid_0's rmse: 3.61274 valid_1's rmse: 3.74005 [206] valid_0's rmse: 3.61156 valid_1's rmse: 3.73981 [207] valid_0's rmse: 3.61049 valid_1's rmse: 3.73933 [208] valid_0's rmse: 3.60951 valid_1's rmse: 3.73911 [209] valid_0's rmse: 3.60852 valid_1's rmse: 3.73874 [210] valid_0's rmse: 3.60749 valid_1's rmse: 3.73873 [211] valid_0's rmse: 3.60553 valid_1's rmse: 3.73766 [212] valid_0's rmse: 3.60461 valid_1's rmse: 3.7373 [213] valid_0's rmse: 3.6036 valid_1's rmse: 3.73648 [214] valid_0's rmse: 3.6024 valid_1's rmse: 3.73567 [215] valid_0's rmse: 3.60092 valid_1's rmse: 3.73432 [216] valid_0's rmse: 3.59995 valid_1's rmse: 3.73359 [217] valid_0's rmse: 3.5991 valid_1's rmse: 3.73311 [218] valid_0's rmse: 3.5975 valid_1's rmse: 3.73261 [219] valid_0's rmse: 3.59689 valid_1's rmse: 3.73232 [220] valid_0's rmse: 3.59591 valid_1's rmse: 3.73176 [221] valid_0's rmse: 3.59495 valid_1's rmse: 3.73121 [222] valid_0's rmse: 3.5936 valid_1's rmse: 3.72984 [223] valid_0's rmse: 3.59263 valid_1's rmse: 3.72965 [224] valid_0's rmse: 3.59187 valid_1's rmse: 3.72946 [225] valid_0's rmse: 3.59105 valid_1's rmse: 3.7293 [226] valid_0's rmse: 3.58987 valid_1's rmse: 3.72902 [227] valid_0's rmse: 3.58865 valid_1's rmse: 3.7282 [228] valid_0's rmse: 3.58787 valid_1's rmse: 3.72773 [229] valid_0's rmse: 3.58677 valid_1's rmse: 3.72697 [230] valid_0's rmse: 3.58591 valid_1's rmse: 3.72709 [231] valid_0's rmse: 3.58485 valid_1's rmse: 3.72611 [232] valid_0's rmse: 3.58347 valid_1's rmse: 3.72522 [233] valid_0's rmse: 3.58202 valid_1's rmse: 3.72403 [234] valid_0's rmse: 3.58003 valid_1's rmse: 3.72252 [235] valid_0's rmse: 3.57884 valid_1's rmse: 3.72243 [236] valid_0's rmse: 3.5779 valid_1's rmse: 3.72213 [237] valid_0's rmse: 3.57712 valid_1's rmse: 3.72213 [238] valid_0's rmse: 3.57586 valid_1's rmse: 3.72126 [239] valid_0's rmse: 3.57515 valid_1's rmse: 3.721 [240] valid_0's rmse: 3.57452 valid_1's rmse: 3.7209 [241] valid_0's rmse: 3.57407 valid_1's rmse: 3.72056 [242] valid_0's rmse: 3.57329 valid_1's rmse: 3.72009 [243] valid_0's rmse: 3.57227 valid_1's rmse: 3.71923 [244] valid_0's rmse: 3.5714 valid_1's rmse: 3.71861 [245] valid_0's rmse: 3.57043 valid_1's rmse: 3.71837 [246] valid_0's rmse: 3.56981 valid_1's rmse: 3.71828 [247] valid_0's rmse: 3.56915 valid_1's rmse: 3.7181 [248] valid_0's rmse: 3.56869 valid_1's rmse: 3.71792 [249] valid_0's rmse: 3.56721 valid_1's rmse: 3.71788 [250] valid_0's rmse: 3.56604 valid_1's rmse: 3.71759 [251] valid_0's rmse: 3.56483 valid_1's rmse: 3.71703 [252] valid_0's rmse: 3.56383 valid_1's rmse: 3.71628 [253] valid_0's rmse: 3.5629 valid_1's rmse: 3.71613 [254] valid_0's rmse: 3.56192 valid_1's rmse: 3.71598 [255] valid_0's rmse: 3.561 valid_1's rmse: 3.71588 [256] valid_0's rmse: 3.56025 valid_1's rmse: 3.71544 [257] valid_0's rmse: 3.55952 valid_1's rmse: 3.71532 [258] valid_0's rmse: 3.55882 valid_1's rmse: 3.71487 [259] valid_0's rmse: 3.55749 valid_1's rmse: 3.71374 [260] valid_0's rmse: 3.55656 valid_1's rmse: 3.71329 [261] valid_0's rmse: 3.5558 valid_1's rmse: 3.71296 [262] valid_0's rmse: 3.55521 valid_1's rmse: 3.71258 [263] valid_0's rmse: 3.55443 valid_1's rmse: 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valid_0's rmse: 3.27189 valid_1's rmse: 3.64799 [840] valid_0's rmse: 3.27154 valid_1's rmse: 3.64779 [841] valid_0's rmse: 3.27129 valid_1's rmse: 3.64762 [842] valid_0's rmse: 3.27104 valid_1's rmse: 3.64765 [843] valid_0's rmse: 3.27082 valid_1's rmse: 3.64761 [844] valid_0's rmse: 3.27046 valid_1's rmse: 3.64755 [845] valid_0's rmse: 3.27026 valid_1's rmse: 3.64755 [846] valid_0's rmse: 3.26993 valid_1's rmse: 3.64735 [847] valid_0's rmse: 3.26963 valid_1's rmse: 3.64734 [848] valid_0's rmse: 3.26943 valid_1's rmse: 3.64736 [849] valid_0's rmse: 3.26912 valid_1's rmse: 3.64736 [850] valid_0's rmse: 3.26869 valid_1's rmse: 3.64734 [851] valid_0's rmse: 3.26853 valid_1's rmse: 3.64739 [852] valid_0's rmse: 3.26818 valid_1's rmse: 3.64744 [853] valid_0's rmse: 3.26791 valid_1's rmse: 3.64746 [854] valid_0's rmse: 3.26772 valid_1's rmse: 3.64745 [855] valid_0's rmse: 3.26752 valid_1's rmse: 3.64742 [856] valid_0's rmse: 3.26733 valid_1's rmse: 3.64737 [857] valid_0's rmse: 3.26699 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valid_1's rmse: 3.63931 [1061] valid_0's rmse: 3.2099 valid_1's rmse: 3.63933 [1062] valid_0's rmse: 3.20971 valid_1's rmse: 3.63921 [1063] valid_0's rmse: 3.20922 valid_1's rmse: 3.63907 [1064] valid_0's rmse: 3.20905 valid_1's rmse: 3.63907 [1065] valid_0's rmse: 3.20891 valid_1's rmse: 3.63905 [1066] valid_0's rmse: 3.20865 valid_1's rmse: 3.63903 [1067] valid_0's rmse: 3.20848 valid_1's rmse: 3.63895 [1068] valid_0's rmse: 3.20813 valid_1's rmse: 3.63869 [1069] valid_0's rmse: 3.20773 valid_1's rmse: 3.63855 [1070] valid_0's rmse: 3.20743 valid_1's rmse: 3.63854 [1071] valid_0's rmse: 3.20727 valid_1's rmse: 3.63846 [1072] valid_0's rmse: 3.20703 valid_1's rmse: 3.63845 [1073] valid_0's rmse: 3.20675 valid_1's rmse: 3.63851 [1074] valid_0's rmse: 3.20633 valid_1's rmse: 3.63849 [1075] valid_0's rmse: 3.20607 valid_1's rmse: 3.63843 [1076] valid_0's rmse: 3.20586 valid_1's rmse: 3.63826 [1077] valid_0's rmse: 3.20558 valid_1's rmse: 3.6383 [1078] valid_0's rmse: 3.20543 valid_1's rmse: 3.63827 [1079] valid_0's rmse: 3.20518 valid_1's rmse: 3.63825 [1080] valid_0's rmse: 3.20483 valid_1's rmse: 3.63817 [1081] valid_0's rmse: 3.20458 valid_1's rmse: 3.63796 [1082] valid_0's rmse: 3.20441 valid_1's rmse: 3.63798 [1083] valid_0's rmse: 3.20414 valid_1's rmse: 3.63804 [1084] valid_0's rmse: 3.20395 valid_1's rmse: 3.63816 [1085] valid_0's rmse: 3.20378 valid_1's rmse: 3.63818 [1086] valid_0's rmse: 3.20342 valid_1's rmse: 3.63831 [1087] valid_0's rmse: 3.20328 valid_1's rmse: 3.63835 [1088] valid_0's rmse: 3.20308 valid_1's rmse: 3.63831 [1089] valid_0's rmse: 3.20293 valid_1's rmse: 3.63829 [1090] valid_0's rmse: 3.20263 valid_1's rmse: 3.63821 [1091] valid_0's rmse: 3.20246 valid_1's rmse: 3.63823 [1092] valid_0's rmse: 3.20229 valid_1's rmse: 3.6382 [1093] valid_0's rmse: 3.2019 valid_1's rmse: 3.63836 [1094] valid_0's rmse: 3.20162 valid_1's rmse: 3.63844 [1095] valid_0's rmse: 3.20138 valid_1's rmse: 3.63845 [1096] valid_0's rmse: 3.2011 valid_1's rmse: 3.63855 [1097] valid_0's rmse: 3.20089 valid_1's rmse: 3.6385 [1098] valid_0's rmse: 3.20062 valid_1's rmse: 3.63845 [1099] valid_0's rmse: 3.20049 valid_1's rmse: 3.6385 [1100] valid_0's rmse: 3.20008 valid_1's rmse: 3.63841 [1101] valid_0's rmse: 3.19988 valid_1's rmse: 3.63853 Early stopping, best iteration is: [1081] valid_0's rmse: 3.20458 valid_1's rmse: 3.63796 SCORE: 3.637959471664506 [1] valid_0's rmse: 8.97644 valid_1's rmse: 8.93555 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37904 valid_1's rmse: 8.33992 [3] valid_0's rmse: 7.85894 valid_1's rmse: 7.82143 [4] valid_0's rmse: 7.40172 valid_1's rmse: 7.36495 [5] valid_0's rmse: 6.99522 valid_1's rmse: 6.95973 [6] valid_0's rmse: 6.65764 valid_1's rmse: 6.6233 [7] valid_0's rmse: 6.35756 valid_1's rmse: 6.32453 [8] valid_0's rmse: 6.10249 valid_1's rmse: 6.06972 [9] valid_0's rmse: 5.87988 valid_1's rmse: 5.8484 [10] valid_0's rmse: 5.69378 valid_1's rmse: 5.66397 [11] valid_0's rmse: 5.51167 valid_1's rmse: 5.48304 [12] valid_0's rmse: 5.3646 valid_1's rmse: 5.33647 [13] valid_0's rmse: 5.24935 valid_1's rmse: 5.22302 [14] valid_0's rmse: 5.14676 valid_1's rmse: 5.12228 [15] valid_0's rmse: 5.03862 valid_1's rmse: 5.01522 [16] valid_0's rmse: 4.95906 valid_1's rmse: 4.93653 [17] valid_0's rmse: 4.85318 valid_1's rmse: 4.83104 [18] valid_0's rmse: 4.77584 valid_1's rmse: 4.75447 [19] valid_0's rmse: 4.71983 valid_1's rmse: 4.69989 [20] valid_0's rmse: 4.64883 valid_1's rmse: 4.62966 [21] valid_0's rmse: 4.60526 valid_1's rmse: 4.58979 [22] valid_0's rmse: 4.54154 valid_1's rmse: 4.52674 [23] valid_0's rmse: 4.48678 valid_1's rmse: 4.47284 [24] valid_0's rmse: 4.44863 valid_1's rmse: 4.43593 [25] valid_0's rmse: 4.40314 valid_1's rmse: 4.39196 [26] valid_0's rmse: 4.38016 valid_1's rmse: 4.37129 [27] valid_0's rmse: 4.35683 valid_1's rmse: 4.34792 [28] valid_0's rmse: 4.33459 valid_1's rmse: 4.32625 [29] valid_0's rmse: 4.30953 valid_1's rmse: 4.30269 [30] valid_0's rmse: 4.29225 valid_1's rmse: 4.28634 [31] valid_0's rmse: 4.27328 valid_1's rmse: 4.26908 [32] valid_0's rmse: 4.24897 valid_1's rmse: 4.24564 [33] valid_0's rmse: 4.231 valid_1's rmse: 4.2279 [34] valid_0's rmse: 4.20401 valid_1's rmse: 4.20134 [35] valid_0's rmse: 4.18952 valid_1's rmse: 4.18738 [36] valid_0's rmse: 4.17649 valid_1's rmse: 4.17465 [37] valid_0's rmse: 4.16398 valid_1's rmse: 4.16236 [38] valid_0's rmse: 4.15464 valid_1's rmse: 4.15504 [39] valid_0's rmse: 4.13382 valid_1's rmse: 4.13492 [40] valid_0's rmse: 4.12279 valid_1's rmse: 4.12505 [41] valid_0's rmse: 4.11375 valid_1's rmse: 4.11643 [42] valid_0's rmse: 4.10583 valid_1's rmse: 4.10979 [43] valid_0's rmse: 4.08857 valid_1's rmse: 4.09335 [44] valid_0's rmse: 4.07188 valid_1's rmse: 4.07675 [45] valid_0's rmse: 4.06624 valid_1's rmse: 4.07348 [46] valid_0's rmse: 4.061 valid_1's rmse: 4.0697 [47] valid_0's rmse: 4.05513 valid_1's rmse: 4.06564 [48] valid_0's rmse: 4.04494 valid_1's rmse: 4.05704 [49] valid_0's rmse: 4.03267 valid_1's rmse: 4.04511 [50] valid_0's rmse: 4.02261 valid_1's rmse: 4.03564 [51] valid_0's rmse: 4.01119 valid_1's rmse: 4.02466 [52] valid_0's rmse: 4.00424 valid_1's rmse: 4.0191 [53] valid_0's rmse: 3.99912 valid_1's rmse: 4.01579 [54] valid_0's rmse: 3.99182 valid_1's rmse: 4.00883 [55] valid_0's rmse: 3.98001 valid_1's rmse: 3.99733 [56] valid_0's rmse: 3.97529 valid_1's rmse: 3.99426 [57] valid_0's rmse: 3.96887 valid_1's rmse: 3.98857 [58] valid_0's rmse: 3.96253 valid_1's rmse: 3.98262 [59] valid_0's rmse: 3.95849 valid_1's rmse: 3.97982 [60] valid_0's rmse: 3.95418 valid_1's rmse: 3.97616 [61] valid_0's rmse: 3.94786 valid_1's rmse: 3.9713 [62] valid_0's rmse: 3.94421 valid_1's rmse: 3.96909 [63] valid_0's rmse: 3.93728 valid_1's rmse: 3.96237 [64] valid_0's rmse: 3.93047 valid_1's rmse: 3.95703 [65] valid_0's rmse: 3.92344 valid_1's rmse: 3.95035 [66] valid_0's rmse: 3.91837 valid_1's rmse: 3.94608 [67] valid_0's rmse: 3.91506 valid_1's rmse: 3.9435 [68] valid_0's rmse: 3.90945 valid_1's rmse: 3.93788 [69] valid_0's rmse: 3.90283 valid_1's rmse: 3.93193 [70] valid_0's rmse: 3.89984 valid_1's rmse: 3.9302 [71] valid_0's rmse: 3.89033 valid_1's rmse: 3.92078 [72] valid_0's rmse: 3.88299 valid_1's rmse: 3.91384 [73] valid_0's rmse: 3.87968 valid_1's rmse: 3.91119 [74] valid_0's rmse: 3.87646 valid_1's rmse: 3.9097 [75] valid_0's rmse: 3.87069 valid_1's rmse: 3.9042 [76] valid_0's rmse: 3.86746 valid_1's rmse: 3.90173 [77] valid_0's rmse: 3.85867 valid_1's rmse: 3.89379 [78] valid_0's rmse: 3.85498 valid_1's rmse: 3.89102 [79] valid_0's rmse: 3.8526 valid_1's rmse: 3.88949 [80] valid_0's rmse: 3.84749 valid_1's rmse: 3.88506 [81] valid_0's rmse: 3.84262 valid_1's rmse: 3.88059 [82] valid_0's rmse: 3.83849 valid_1's rmse: 3.87726 [83] valid_0's rmse: 3.83574 valid_1's rmse: 3.875 [84] valid_0's rmse: 3.8334 valid_1's rmse: 3.8733 [85] valid_0's rmse: 3.83057 valid_1's rmse: 3.87187 [86] valid_0's rmse: 3.82785 valid_1's rmse: 3.87001 [87] valid_0's rmse: 3.82492 valid_1's rmse: 3.86814 [88] valid_0's rmse: 3.82256 valid_1's rmse: 3.86739 [89] valid_0's rmse: 3.81726 valid_1's rmse: 3.86243 [90] valid_0's rmse: 3.81377 valid_1's rmse: 3.85985 [91] valid_0's rmse: 3.80984 valid_1's rmse: 3.8563 [92] valid_0's rmse: 3.80807 valid_1's rmse: 3.85525 [93] valid_0's rmse: 3.80356 valid_1's rmse: 3.85076 [94] valid_0's rmse: 3.80058 valid_1's rmse: 3.84914 [95] valid_0's rmse: 3.79817 valid_1's rmse: 3.84891 [96] valid_0's rmse: 3.79561 valid_1's rmse: 3.84729 [97] valid_0's rmse: 3.79271 valid_1's rmse: 3.84499 [98] valid_0's rmse: 3.78815 valid_1's rmse: 3.84067 [99] valid_0's rmse: 3.78559 valid_1's rmse: 3.83889 [100] valid_0's rmse: 3.7826 valid_1's rmse: 3.83662 [101] valid_0's rmse: 3.78001 valid_1's rmse: 3.83465 [102] valid_0's rmse: 3.77784 valid_1's rmse: 3.83319 [103] valid_0's rmse: 3.77235 valid_1's rmse: 3.82816 [104] valid_0's rmse: 3.77003 valid_1's rmse: 3.82675 [105] valid_0's rmse: 3.7662 valid_1's rmse: 3.82313 [106] valid_0's rmse: 3.76382 valid_1's rmse: 3.82199 [107] valid_0's rmse: 3.76167 valid_1's rmse: 3.82075 [108] valid_0's rmse: 3.75835 valid_1's rmse: 3.8203 [109] valid_0's rmse: 3.75675 valid_1's rmse: 3.82002 [110] valid_0's rmse: 3.75364 valid_1's rmse: 3.81806 [111] valid_0's rmse: 3.74911 valid_1's rmse: 3.81393 [112] valid_0's rmse: 3.74755 valid_1's rmse: 3.81354 [113] valid_0's rmse: 3.74573 valid_1's rmse: 3.81304 [114] valid_0's rmse: 3.74277 valid_1's rmse: 3.81091 [115] valid_0's rmse: 3.74146 valid_1's rmse: 3.81033 [116] valid_0's rmse: 3.73874 valid_1's rmse: 3.80853 [117] valid_0's rmse: 3.73495 valid_1's rmse: 3.80546 [118] valid_0's rmse: 3.7333 valid_1's rmse: 3.80426 [119] valid_0's rmse: 3.7307 valid_1's rmse: 3.80205 [120] valid_0's rmse: 3.72722 valid_1's rmse: 3.79857 [121] valid_0's rmse: 3.72522 valid_1's rmse: 3.79883 [122] valid_0's rmse: 3.72328 valid_1's rmse: 3.79784 [123] valid_0's rmse: 3.72108 valid_1's rmse: 3.79677 [124] valid_0's rmse: 3.71929 valid_1's rmse: 3.79563 [125] valid_0's rmse: 3.71725 valid_1's rmse: 3.79403 [126] valid_0's rmse: 3.71573 valid_1's rmse: 3.7936 [127] valid_0's rmse: 3.71311 valid_1's rmse: 3.79116 [128] valid_0's rmse: 3.71121 valid_1's rmse: 3.78925 [129] valid_0's rmse: 3.70778 valid_1's rmse: 3.78631 [130] valid_0's rmse: 3.70653 valid_1's rmse: 3.78596 [131] valid_0's rmse: 3.70474 valid_1's rmse: 3.78566 [132] valid_0's rmse: 3.70312 valid_1's rmse: 3.78526 [133] valid_0's rmse: 3.70143 valid_1's rmse: 3.78439 [134] valid_0's rmse: 3.70001 valid_1's rmse: 3.7841 [135] valid_0's rmse: 3.69813 valid_1's rmse: 3.7838 [136] valid_0's rmse: 3.69559 valid_1's rmse: 3.78183 [137] valid_0's rmse: 3.69407 valid_1's rmse: 3.78085 [138] valid_0's rmse: 3.69268 valid_1's rmse: 3.77983 [139] valid_0's rmse: 3.69053 valid_1's rmse: 3.77847 [140] valid_0's rmse: 3.68867 valid_1's rmse: 3.77751 [141] valid_0's rmse: 3.68724 valid_1's rmse: 3.77684 [142] valid_0's rmse: 3.6855 valid_1's rmse: 3.7759 [143] valid_0's rmse: 3.684 valid_1's rmse: 3.7753 [144] valid_0's rmse: 3.68245 valid_1's rmse: 3.77521 [145] valid_0's rmse: 3.68 valid_1's rmse: 3.77308 [146] valid_0's rmse: 3.67769 valid_1's rmse: 3.77251 [147] valid_0's rmse: 3.67646 valid_1's rmse: 3.7716 [148] valid_0's rmse: 3.6754 valid_1's rmse: 3.77095 [149] valid_0's rmse: 3.67394 valid_1's rmse: 3.7703 [150] valid_0's rmse: 3.67243 valid_1's rmse: 3.76967 [151] valid_0's rmse: 3.67071 valid_1's rmse: 3.76919 [152] valid_0's rmse: 3.66915 valid_1's rmse: 3.76823 [153] valid_0's rmse: 3.66761 valid_1's rmse: 3.76736 [154] valid_0's rmse: 3.6655 valid_1's rmse: 3.76584 [155] valid_0's rmse: 3.66426 valid_1's rmse: 3.76536 [156] valid_0's rmse: 3.66271 valid_1's rmse: 3.76493 [157] valid_0's rmse: 3.66143 valid_1's rmse: 3.7645 [158] valid_0's rmse: 3.65997 valid_1's rmse: 3.76465 [159] valid_0's rmse: 3.65899 valid_1's rmse: 3.76426 [160] valid_0's rmse: 3.65723 valid_1's rmse: 3.76305 [161] valid_0's rmse: 3.65584 valid_1's rmse: 3.76242 [162] valid_0's rmse: 3.6543 valid_1's rmse: 3.76234 [163] valid_0's rmse: 3.65281 valid_1's rmse: 3.76181 [164] valid_0's rmse: 3.65154 valid_1's rmse: 3.76143 [165] valid_0's rmse: 3.64941 valid_1's rmse: 3.75986 [166] valid_0's rmse: 3.64862 valid_1's rmse: 3.75976 [167] valid_0's rmse: 3.64683 valid_1's rmse: 3.75857 [168] valid_0's rmse: 3.6448 valid_1's rmse: 3.75766 [169] valid_0's rmse: 3.64358 valid_1's rmse: 3.75704 [170] valid_0's rmse: 3.64238 valid_1's rmse: 3.75633 [171] valid_0's rmse: 3.64042 valid_1's rmse: 3.75499 [172] valid_0's rmse: 3.6388 valid_1's rmse: 3.75372 [173] valid_0's rmse: 3.63708 valid_1's rmse: 3.75282 [174] valid_0's rmse: 3.63624 valid_1's rmse: 3.75257 [175] valid_0's rmse: 3.63497 valid_1's rmse: 3.75188 [176] valid_0's rmse: 3.63407 valid_1's rmse: 3.75146 [177] valid_0's rmse: 3.6321 valid_1's rmse: 3.75042 [178] valid_0's rmse: 3.63066 valid_1's rmse: 3.74937 [179] valid_0's rmse: 3.62911 valid_1's rmse: 3.74877 [180] valid_0's rmse: 3.6278 valid_1's rmse: 3.74797 [181] valid_0's rmse: 3.62632 valid_1's rmse: 3.74786 [182] valid_0's rmse: 3.62525 valid_1's rmse: 3.7478 [183] valid_0's rmse: 3.62361 valid_1's rmse: 3.74648 [184] valid_0's rmse: 3.62237 valid_1's rmse: 3.74626 [185] valid_0's rmse: 3.62119 valid_1's rmse: 3.74566 [186] valid_0's rmse: 3.61964 valid_1's rmse: 3.74442 [187] valid_0's rmse: 3.61822 valid_1's rmse: 3.7433 [188] valid_0's rmse: 3.61714 valid_1's rmse: 3.74273 [189] valid_0's rmse: 3.61619 valid_1's rmse: 3.74277 [190] valid_0's rmse: 3.61505 valid_1's rmse: 3.74239 [191] valid_0's rmse: 3.61403 valid_1's rmse: 3.74253 [192] valid_0's rmse: 3.6129 valid_1's rmse: 3.74238 [193] valid_0's rmse: 3.61113 valid_1's rmse: 3.74113 [194] valid_0's rmse: 3.61014 valid_1's rmse: 3.74099 [195] valid_0's rmse: 3.60914 valid_1's rmse: 3.74052 [196] valid_0's rmse: 3.60846 valid_1's rmse: 3.74018 [197] valid_0's rmse: 3.60738 valid_1's rmse: 3.7396 [198] valid_0's rmse: 3.60641 valid_1's rmse: 3.73983 [199] valid_0's rmse: 3.60525 valid_1's rmse: 3.73936 [200] valid_0's rmse: 3.60416 valid_1's rmse: 3.73894 [201] valid_0's rmse: 3.60307 valid_1's rmse: 3.73871 [202] valid_0's rmse: 3.60151 valid_1's rmse: 3.73793 [203] valid_0's rmse: 3.60021 valid_1's rmse: 3.73728 [204] valid_0's rmse: 3.59963 valid_1's rmse: 3.73708 [205] valid_0's rmse: 3.59814 valid_1's rmse: 3.73638 [206] valid_0's rmse: 3.597 valid_1's rmse: 3.73629 [207] valid_0's rmse: 3.59615 valid_1's rmse: 3.73595 [208] valid_0's rmse: 3.59516 valid_1's rmse: 3.73561 [209] valid_0's rmse: 3.59403 valid_1's rmse: 3.73522 [210] valid_0's rmse: 3.59242 valid_1's rmse: 3.73413 [211] valid_0's rmse: 3.59156 valid_1's rmse: 3.73405 [212] valid_0's rmse: 3.59022 valid_1's rmse: 3.73321 [213] valid_0's rmse: 3.58978 valid_1's rmse: 3.73311 [214] valid_0's rmse: 3.58817 valid_1's rmse: 3.73213 [215] valid_0's rmse: 3.58665 valid_1's rmse: 3.73165 [216] valid_0's rmse: 3.58567 valid_1's rmse: 3.73136 [217] valid_0's rmse: 3.58493 valid_1's rmse: 3.7315 [218] valid_0's rmse: 3.58379 valid_1's rmse: 3.731 [219] valid_0's rmse: 3.58259 valid_1's rmse: 3.73106 [220] valid_0's rmse: 3.58125 valid_1's rmse: 3.73092 [221] valid_0's rmse: 3.5806 valid_1's rmse: 3.73103 [222] valid_0's rmse: 3.57964 valid_1's rmse: 3.731 [223] valid_0's rmse: 3.57875 valid_1's rmse: 3.73097 [224] valid_0's rmse: 3.57792 valid_1's rmse: 3.73064 [225] valid_0's rmse: 3.57628 valid_1's rmse: 3.72961 [226] valid_0's rmse: 3.57361 valid_1's rmse: 3.72784 [227] valid_0's rmse: 3.57243 valid_1's rmse: 3.72797 [228] valid_0's rmse: 3.5711 valid_1's rmse: 3.72702 [229] valid_0's rmse: 3.57011 valid_1's rmse: 3.72655 [230] valid_0's rmse: 3.5695 valid_1's rmse: 3.72646 [231] valid_0's rmse: 3.56869 valid_1's rmse: 3.72613 [232] valid_0's rmse: 3.5676 valid_1's rmse: 3.72547 [233] valid_0's rmse: 3.5666 valid_1's rmse: 3.72503 [234] valid_0's rmse: 3.56536 valid_1's rmse: 3.72466 [235] valid_0's rmse: 3.56415 valid_1's rmse: 3.72372 [236] valid_0's rmse: 3.56297 valid_1's rmse: 3.72381 [237] valid_0's rmse: 3.56178 valid_1's rmse: 3.72283 [238] valid_0's rmse: 3.56095 valid_1's rmse: 3.72258 [239] valid_0's rmse: 3.55962 valid_1's rmse: 3.72184 [240] valid_0's rmse: 3.55837 valid_1's rmse: 3.72142 [241] valid_0's rmse: 3.55747 valid_1's rmse: 3.72115 [242] valid_0's rmse: 3.55655 valid_1's rmse: 3.7209 [243] valid_0's rmse: 3.55529 valid_1's rmse: 3.71999 [244] valid_0's rmse: 3.5544 valid_1's rmse: 3.71938 [245] valid_0's rmse: 3.55369 valid_1's rmse: 3.71928 [246] valid_0's rmse: 3.55268 valid_1's rmse: 3.71843 [247] valid_0's rmse: 3.55166 valid_1's rmse: 3.71815 [248] valid_0's rmse: 3.55091 valid_1's rmse: 3.71788 [249] valid_0's rmse: 3.5499 valid_1's rmse: 3.71764 [250] valid_0's rmse: 3.54871 valid_1's rmse: 3.71694 [251] valid_0's rmse: 3.54808 valid_1's rmse: 3.71675 [252] valid_0's rmse: 3.54707 valid_1's rmse: 3.71647 [253] valid_0's rmse: 3.54621 valid_1's rmse: 3.71619 [254] valid_0's rmse: 3.54555 valid_1's rmse: 3.71593 [255] valid_0's rmse: 3.54464 valid_1's rmse: 3.71548 [256] valid_0's rmse: 3.54379 valid_1's rmse: 3.71527 [257] valid_0's rmse: 3.54305 valid_1's rmse: 3.71518 [258] valid_0's rmse: 3.5421 valid_1's rmse: 3.71491 [259] valid_0's rmse: 3.54109 valid_1's rmse: 3.71414 [260] valid_0's rmse: 3.54023 valid_1's rmse: 3.71399 [261] valid_0's rmse: 3.53934 valid_1's rmse: 3.71408 [262] valid_0's rmse: 3.53804 valid_1's rmse: 3.71344 [263] valid_0's rmse: 3.53748 valid_1's rmse: 3.71346 [264] valid_0's rmse: 3.53672 valid_1's rmse: 3.71341 [265] valid_0's rmse: 3.5358 valid_1's rmse: 3.71275 [266] valid_0's rmse: 3.53524 valid_1's rmse: 3.71275 [267] valid_0's rmse: 3.53444 valid_1's rmse: 3.71248 [268] valid_0's rmse: 3.53397 valid_1's rmse: 3.71232 [269] valid_0's rmse: 3.53336 valid_1's rmse: 3.71222 [270] valid_0's rmse: 3.53211 valid_1's rmse: 3.71223 [271] valid_0's rmse: 3.53128 valid_1's rmse: 3.71201 [272] valid_0's rmse: 3.53088 valid_1's rmse: 3.71198 [273] valid_0's rmse: 3.53036 valid_1's rmse: 3.71194 [274] valid_0's rmse: 3.52972 valid_1's rmse: 3.7119 [275] valid_0's rmse: 3.52902 valid_1's rmse: 3.71162 [276] valid_0's rmse: 3.52838 valid_1's rmse: 3.71144 [277] valid_0's rmse: 3.52722 valid_1's rmse: 3.71088 [278] valid_0's rmse: 3.52667 valid_1's rmse: 3.71059 [279] valid_0's rmse: 3.52613 valid_1's rmse: 3.71049 [280] valid_0's rmse: 3.52569 valid_1's rmse: 3.71042 [281] valid_0's rmse: 3.52485 valid_1's rmse: 3.71083 [282] valid_0's rmse: 3.52382 valid_1's rmse: 3.71047 [283] valid_0's rmse: 3.52321 valid_1's rmse: 3.71034 [284] valid_0's rmse: 3.52231 valid_1's rmse: 3.70968 [285] valid_0's rmse: 3.52166 valid_1's rmse: 3.70952 [286] valid_0's rmse: 3.52074 valid_1's rmse: 3.70985 [287] valid_0's rmse: 3.51996 valid_1's rmse: 3.70943 [288] valid_0's rmse: 3.51905 valid_1's rmse: 3.70878 [289] valid_0's rmse: 3.51831 valid_1's rmse: 3.70856 [290] valid_0's rmse: 3.5178 valid_1's rmse: 3.70853 [291] valid_0's rmse: 3.51698 valid_1's rmse: 3.70862 [292] valid_0's rmse: 3.51638 valid_1's rmse: 3.70787 [293] valid_0's rmse: 3.51598 valid_1's rmse: 3.70766 [294] valid_0's rmse: 3.5151 valid_1's rmse: 3.70746 [295] valid_0's rmse: 3.51411 valid_1's rmse: 3.70724 [296] valid_0's rmse: 3.51312 valid_1's rmse: 3.70656 [297] valid_0's rmse: 3.51072 valid_1's rmse: 3.70446 [298] valid_0's rmse: 3.50993 valid_1's rmse: 3.70388 [299] valid_0's rmse: 3.50906 valid_1's rmse: 3.70368 [300] valid_0's rmse: 3.50814 valid_1's rmse: 3.70382 [301] valid_0's rmse: 3.5074 valid_1's rmse: 3.70373 [302] valid_0's rmse: 3.5068 valid_1's rmse: 3.70377 [303] valid_0's rmse: 3.50579 valid_1's rmse: 3.70397 [304] valid_0's rmse: 3.50501 valid_1's rmse: 3.70373 [305] valid_0's rmse: 3.50418 valid_1's rmse: 3.70323 [306] valid_0's rmse: 3.50353 valid_1's rmse: 3.70317 [307] valid_0's rmse: 3.50273 valid_1's rmse: 3.7032 [308] valid_0's rmse: 3.50225 valid_1's rmse: 3.70314 [309] valid_0's rmse: 3.50125 valid_1's rmse: 3.70277 [310] valid_0's rmse: 3.50057 valid_1's rmse: 3.70305 [311] valid_0's rmse: 3.49979 valid_1's rmse: 3.70299 [312] valid_0's rmse: 3.49903 valid_1's rmse: 3.70339 [313] valid_0's rmse: 3.49806 valid_1's rmse: 3.70275 [314] valid_0's rmse: 3.49727 valid_1's rmse: 3.70249 [315] valid_0's rmse: 3.49677 valid_1's rmse: 3.70232 [316] valid_0's rmse: 3.49561 valid_1's rmse: 3.7021 [317] valid_0's rmse: 3.49466 valid_1's rmse: 3.70154 [318] valid_0's rmse: 3.49394 valid_1's rmse: 3.7012 [319] valid_0's rmse: 3.49304 valid_1's rmse: 3.70102 [320] valid_0's rmse: 3.49217 valid_1's rmse: 3.70051 [321] valid_0's rmse: 3.4916 valid_1's rmse: 3.70032 [322] valid_0's rmse: 3.49111 valid_1's rmse: 3.70013 [323] valid_0's rmse: 3.49067 valid_1's rmse: 3.69996 [324] valid_0's rmse: 3.48996 valid_1's rmse: 3.69997 [325] valid_0's rmse: 3.48947 valid_1's rmse: 3.69976 [326] valid_0's rmse: 3.48885 valid_1's rmse: 3.69957 [327] valid_0's rmse: 3.48749 valid_1's rmse: 3.69842 [328] valid_0's rmse: 3.48708 valid_1's rmse: 3.6983 [329] valid_0's rmse: 3.48641 valid_1's rmse: 3.69822 [330] valid_0's rmse: 3.48562 valid_1's rmse: 3.69791 [331] valid_0's rmse: 3.48471 valid_1's rmse: 3.69745 [332] valid_0's rmse: 3.48388 valid_1's rmse: 3.69705 [333] valid_0's rmse: 3.48346 valid_1's rmse: 3.69675 [334] valid_0's rmse: 3.48285 valid_1's rmse: 3.69683 [335] valid_0's rmse: 3.48192 valid_1's rmse: 3.69647 [336] valid_0's rmse: 3.48141 valid_1's rmse: 3.69637 [337] valid_0's rmse: 3.4803 valid_1's rmse: 3.69602 [338] valid_0's rmse: 3.47938 valid_1's rmse: 3.69558 [339] valid_0's rmse: 3.47871 valid_1's rmse: 3.69539 [340] valid_0's rmse: 3.47824 valid_1's rmse: 3.69543 [341] valid_0's rmse: 3.47767 valid_1's rmse: 3.69523 [342] valid_0's rmse: 3.47669 valid_1's rmse: 3.69466 [343] valid_0's rmse: 3.4762 valid_1's rmse: 3.69453 [344] valid_0's rmse: 3.47572 valid_1's rmse: 3.69434 [345] valid_0's rmse: 3.47505 valid_1's rmse: 3.69425 [346] valid_0's rmse: 3.47424 valid_1's rmse: 3.69409 [347] valid_0's rmse: 3.47338 valid_1's rmse: 3.69371 [348] valid_0's rmse: 3.4728 valid_1's rmse: 3.69342 [349] valid_0's rmse: 3.47206 valid_1's rmse: 3.69318 [350] valid_0's rmse: 3.4713 valid_1's rmse: 3.69319 [351] valid_0's rmse: 3.47063 valid_1's rmse: 3.69275 [352] valid_0's rmse: 3.47012 valid_1's rmse: 3.6927 [353] valid_0's rmse: 3.46953 valid_1's rmse: 3.69272 [354] valid_0's rmse: 3.46883 valid_1's rmse: 3.69276 [355] valid_0's rmse: 3.46846 valid_1's rmse: 3.69278 [356] valid_0's rmse: 3.46755 valid_1's rmse: 3.69212 [357] valid_0's rmse: 3.46698 valid_1's rmse: 3.69224 [358] valid_0's rmse: 3.46614 valid_1's rmse: 3.692 [359] valid_0's rmse: 3.46557 valid_1's rmse: 3.69187 [360] valid_0's rmse: 3.46488 valid_1's rmse: 3.69147 [361] valid_0's rmse: 3.46419 valid_1's rmse: 3.69114 [362] valid_0's rmse: 3.4635 valid_1's rmse: 3.69116 [363] valid_0's rmse: 3.46292 valid_1's rmse: 3.69119 [364] valid_0's rmse: 3.46208 valid_1's rmse: 3.69123 [365] valid_0's rmse: 3.46137 valid_1's rmse: 3.6913 [366] valid_0's rmse: 3.46107 valid_1's rmse: 3.69127 [367] valid_0's rmse: 3.46048 valid_1's rmse: 3.69129 [368] valid_0's rmse: 3.4599 valid_1's rmse: 3.69112 [369] valid_0's rmse: 3.4592 valid_1's rmse: 3.6914 [370] valid_0's rmse: 3.45858 valid_1's rmse: 3.69125 [371] valid_0's rmse: 3.45809 valid_1's rmse: 3.69124 [372] valid_0's rmse: 3.45784 valid_1's rmse: 3.6913 [373] valid_0's rmse: 3.4573 valid_1's rmse: 3.69117 [374] valid_0's rmse: 3.45687 valid_1's rmse: 3.69115 [375] valid_0's rmse: 3.45642 valid_1's rmse: 3.69135 [376] valid_0's rmse: 3.45579 valid_1's rmse: 3.69169 [377] valid_0's rmse: 3.45502 valid_1's rmse: 3.6918 [378] valid_0's rmse: 3.45464 valid_1's rmse: 3.69165 [379] valid_0's rmse: 3.45405 valid_1's rmse: 3.69147 [380] valid_0's rmse: 3.45373 valid_1's rmse: 3.69145 [381] valid_0's rmse: 3.45274 valid_1's rmse: 3.6912 [382] valid_0's rmse: 3.45239 valid_1's rmse: 3.69142 [383] valid_0's rmse: 3.45217 valid_1's rmse: 3.69144 [384] valid_0's rmse: 3.45128 valid_1's rmse: 3.69202 [385] valid_0's rmse: 3.45032 valid_1's rmse: 3.69183 [386] valid_0's rmse: 3.44972 valid_1's rmse: 3.69167 [387] valid_0's rmse: 3.44933 valid_1's rmse: 3.69172 [388] valid_0's rmse: 3.44879 valid_1's rmse: 3.69149 Early stopping, best iteration is: [368] valid_0's rmse: 3.4599 valid_1's rmse: 3.69112 SCORE: 3.6911170891885035 [1] valid_0's rmse: 9.02031 valid_1's rmse: 8.97951 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.46386 valid_1's rmse: 8.42443 [3] valid_0's rmse: 7.97546 valid_1's rmse: 7.93879 [4] valid_0's rmse: 7.55424 valid_1's rmse: 7.51958 [5] valid_0's rmse: 7.20266 valid_1's rmse: 7.16966 [6] valid_0's rmse: 6.88175 valid_1's rmse: 6.85068 [7] valid_0's rmse: 6.61397 valid_1's rmse: 6.58412 [8] valid_0's rmse: 6.37386 valid_1's rmse: 6.34511 [9] valid_0's rmse: 6.1439 valid_1's rmse: 6.11648 [10] valid_0's rmse: 5.96676 valid_1's rmse: 5.94092 [11] valid_0's rmse: 5.81807 valid_1's rmse: 5.79361 [12] valid_0's rmse: 5.67856 valid_1's rmse: 5.65523 [13] valid_0's rmse: 5.57072 valid_1's rmse: 5.54928 [14] valid_0's rmse: 5.46361 valid_1's rmse: 5.44359 [15] valid_0's rmse: 5.36531 valid_1's rmse: 5.34606 [16] valid_0's rmse: 5.29487 valid_1's rmse: 5.27657 [17] valid_0's rmse: 5.22847 valid_1's rmse: 5.21188 [18] valid_0's rmse: 5.16467 valid_1's rmse: 5.14859 [19] valid_0's rmse: 5.11018 valid_1's rmse: 5.09546 [20] valid_0's rmse: 5.05617 valid_1's rmse: 5.0422 [21] valid_0's rmse: 5.01448 valid_1's rmse: 5.00147 [22] valid_0's rmse: 4.9755 valid_1's rmse: 4.96367 [23] valid_0's rmse: 4.91337 valid_1's rmse: 4.90231 [24] valid_0's rmse: 4.86331 valid_1's rmse: 4.85257 [25] valid_0's rmse: 4.83423 valid_1's rmse: 4.82448 [26] valid_0's rmse: 4.8094 valid_1's rmse: 4.79992 [27] valid_0's rmse: 4.78614 valid_1's rmse: 4.77732 [28] valid_0's rmse: 4.73856 valid_1's rmse: 4.7299 [29] valid_0's rmse: 4.71125 valid_1's rmse: 4.7035 [30] valid_0's rmse: 4.68792 valid_1's rmse: 4.67991 [31] valid_0's rmse: 4.65961 valid_1's rmse: 4.65206 [32] valid_0's rmse: 4.6137 valid_1's rmse: 4.60636 [33] valid_0's rmse: 4.59287 valid_1's rmse: 4.5862 [34] valid_0's rmse: 4.54992 valid_1's rmse: 4.54345 [35] valid_0's rmse: 4.52316 valid_1's rmse: 4.51699 [36] valid_0's rmse: 4.5013 valid_1's rmse: 4.49522 [37] valid_0's rmse: 4.48474 valid_1's rmse: 4.47898 [38] valid_0's rmse: 4.45766 valid_1's rmse: 4.45225 [39] valid_0's rmse: 4.4311 valid_1's rmse: 4.42607 [40] valid_0's rmse: 4.41122 valid_1's rmse: 4.40637 [41] valid_0's rmse: 4.39774 valid_1's rmse: 4.39325 [42] valid_0's rmse: 4.37185 valid_1's rmse: 4.3676 [43] valid_0's rmse: 4.35991 valid_1's rmse: 4.35718 [44] valid_0's rmse: 4.3362 valid_1's rmse: 4.33413 [45] valid_0's rmse: 4.32693 valid_1's rmse: 4.32577 [46] valid_0's rmse: 4.30972 valid_1's rmse: 4.30871 [47] valid_0's rmse: 4.30157 valid_1's rmse: 4.30154 [48] valid_0's rmse: 4.29435 valid_1's rmse: 4.29489 [49] valid_0's rmse: 4.27661 valid_1's rmse: 4.27732 [50] valid_0's rmse: 4.26443 valid_1's rmse: 4.26501 [51] valid_0's rmse: 4.23467 valid_1's rmse: 4.23543 [52] valid_0's rmse: 4.22176 valid_1's rmse: 4.22321 [53] valid_0's rmse: 4.21345 valid_1's rmse: 4.21514 [54] valid_0's rmse: 4.20489 valid_1's rmse: 4.20683 [55] valid_0's rmse: 4.20103 valid_1's rmse: 4.20338 [56] valid_0's rmse: 4.19409 valid_1's rmse: 4.19669 [57] valid_0's rmse: 4.18426 valid_1's rmse: 4.18707 [58] valid_0's rmse: 4.17557 valid_1's rmse: 4.17875 [59] valid_0's rmse: 4.17037 valid_1's rmse: 4.17311 [60] valid_0's rmse: 4.16073 valid_1's rmse: 4.16401 [61] valid_0's rmse: 4.15264 valid_1's rmse: 4.15652 [62] valid_0's rmse: 4.14716 valid_1's rmse: 4.15193 [63] valid_0's rmse: 4.14247 valid_1's rmse: 4.14766 [64] valid_0's rmse: 4.13653 valid_1's rmse: 4.14211 [65] valid_0's rmse: 4.12374 valid_1's rmse: 4.12927 [66] valid_0's rmse: 4.11946 valid_1's rmse: 4.12558 [67] valid_0's rmse: 4.11443 valid_1's rmse: 4.12104 [68] valid_0's rmse: 4.10107 valid_1's rmse: 4.1084 [69] valid_0's rmse: 4.09394 valid_1's rmse: 4.10134 [70] valid_0's rmse: 4.08448 valid_1's rmse: 4.09228 [71] valid_0's rmse: 4.06964 valid_1's rmse: 4.07772 [72] valid_0's rmse: 4.06119 valid_1's rmse: 4.06966 [73] valid_0's rmse: 4.05872 valid_1's rmse: 4.0678 [74] valid_0's rmse: 4.05002 valid_1's rmse: 4.05965 [75] valid_0's rmse: 4.04699 valid_1's rmse: 4.05686 [76] valid_0's rmse: 4.04403 valid_1's rmse: 4.05438 [77] valid_0's rmse: 4.04096 valid_1's rmse: 4.05174 [78] valid_0's rmse: 4.03841 valid_1's rmse: 4.04976 [79] valid_0's rmse: 4.03429 valid_1's rmse: 4.04567 [80] valid_0's rmse: 4.02957 valid_1's rmse: 4.04131 [81] valid_0's rmse: 4.01898 valid_1's rmse: 4.03115 [82] valid_0's rmse: 4.01718 valid_1's rmse: 4.02968 [83] valid_0's rmse: 4.01195 valid_1's rmse: 4.02462 [84] valid_0's rmse: 4.01045 valid_1's rmse: 4.02326 [85] valid_0's rmse: 4.00907 valid_1's rmse: 4.0223 [86] valid_0's rmse: 4.00674 valid_1's rmse: 4.02069 [87] valid_0's rmse: 4.00282 valid_1's rmse: 4.01736 [88] valid_0's rmse: 3.99854 valid_1's rmse: 4.01338 [89] valid_0's rmse: 3.99438 valid_1's rmse: 4.00953 [90] valid_0's rmse: 3.99278 valid_1's rmse: 4.0083 [91] valid_0's rmse: 3.99125 valid_1's rmse: 4.00729 [92] valid_0's rmse: 3.98768 valid_1's rmse: 4.00393 [93] valid_0's rmse: 3.98024 valid_1's rmse: 3.99742 [94] valid_0's rmse: 3.97747 valid_1's rmse: 3.9949 [95] valid_0's rmse: 3.97561 valid_1's rmse: 3.99335 [96] valid_0's rmse: 3.97123 valid_1's rmse: 3.98932 [97] valid_0's rmse: 3.96947 valid_1's rmse: 3.98789 [98] valid_0's rmse: 3.9654 valid_1's rmse: 3.98418 [99] valid_0's rmse: 3.96181 valid_1's rmse: 3.98108 [100] valid_0's rmse: 3.95448 valid_1's rmse: 3.97408 [101] valid_0's rmse: 3.94846 valid_1's rmse: 3.96826 [102] valid_0's rmse: 3.94715 valid_1's rmse: 3.96714 [103] valid_0's rmse: 3.94578 valid_1's rmse: 3.96595 [104] valid_0's rmse: 3.94392 valid_1's rmse: 3.96435 [105] valid_0's rmse: 3.94121 valid_1's rmse: 3.96279 [106] valid_0's rmse: 3.93723 valid_1's rmse: 3.95915 [107] valid_0's rmse: 3.93541 valid_1's rmse: 3.95762 [108] valid_0's rmse: 3.93335 valid_1's rmse: 3.95624 [109] valid_0's rmse: 3.92235 valid_1's rmse: 3.94556 [110] valid_0's rmse: 3.91853 valid_1's rmse: 3.94204 [111] valid_0's rmse: 3.908 valid_1's rmse: 3.93167 [112] valid_0's rmse: 3.90514 valid_1's rmse: 3.92911 [113] valid_0's rmse: 3.90126 valid_1's rmse: 3.92528 [114] valid_0's rmse: 3.8974 valid_1's rmse: 3.92208 [115] valid_0's rmse: 3.89404 valid_1's rmse: 3.91907 [116] valid_0's rmse: 3.89025 valid_1's rmse: 3.91538 [117] valid_0's rmse: 3.88417 valid_1's rmse: 3.90947 [118] valid_0's rmse: 3.88312 valid_1's rmse: 3.9088 [119] valid_0's rmse: 3.87889 valid_1's rmse: 3.90498 [120] valid_0's rmse: 3.87719 valid_1's rmse: 3.90393 [121] valid_0's rmse: 3.87591 valid_1's rmse: 3.90304 [122] valid_0's rmse: 3.87498 valid_1's rmse: 3.90244 [123] valid_0's rmse: 3.87397 valid_1's rmse: 3.9024 [124] valid_0's rmse: 3.87311 valid_1's rmse: 3.90157 [125] valid_0's rmse: 3.87179 valid_1's rmse: 3.90037 [126] valid_0's rmse: 3.86892 valid_1's rmse: 3.89775 [127] valid_0's rmse: 3.86538 valid_1's rmse: 3.89437 [128] valid_0's rmse: 3.86339 valid_1's rmse: 3.89282 [129] valid_0's rmse: 3.85889 valid_1's rmse: 3.88879 [130] valid_0's rmse: 3.85764 valid_1's rmse: 3.88778 [131] valid_0's rmse: 3.85629 valid_1's rmse: 3.88676 [132] valid_0's rmse: 3.85537 valid_1's rmse: 3.88605 [133] valid_0's rmse: 3.8519 valid_1's rmse: 3.88308 [134] valid_0's rmse: 3.84871 valid_1's rmse: 3.88024 [135] valid_0's rmse: 3.84731 valid_1's rmse: 3.87942 [136] valid_0's rmse: 3.84561 valid_1's rmse: 3.87889 [137] valid_0's rmse: 3.84425 valid_1's rmse: 3.8783 [138] valid_0's rmse: 3.84072 valid_1's rmse: 3.87488 [139] valid_0's rmse: 3.83764 valid_1's rmse: 3.87243 [140] valid_0's rmse: 3.83731 valid_1's rmse: 3.8722 [141] valid_0's rmse: 3.83332 valid_1's rmse: 3.86847 [142] valid_0's rmse: 3.83065 valid_1's rmse: 3.86647 [143] valid_0's rmse: 3.82698 valid_1's rmse: 3.86312 [144] valid_0's rmse: 3.8252 valid_1's rmse: 3.86237 [145] valid_0's rmse: 3.82196 valid_1's rmse: 3.85955 [146] valid_0's rmse: 3.8183 valid_1's rmse: 3.85618 [147] valid_0's rmse: 3.8155 valid_1's rmse: 3.85373 [148] valid_0's rmse: 3.81435 valid_1's rmse: 3.85294 [149] valid_0's rmse: 3.81285 valid_1's rmse: 3.85146 [150] valid_0's rmse: 3.81183 valid_1's rmse: 3.85118 [151] valid_0's rmse: 3.80945 valid_1's rmse: 3.84945 [152] 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[356] valid_0's rmse: 3.60438 valid_1's rmse: 3.72123 [357] valid_0's rmse: 3.60364 valid_1's rmse: 3.72109 [358] valid_0's rmse: 3.60326 valid_1's rmse: 3.72089 [359] valid_0's rmse: 3.60204 valid_1's rmse: 3.72069 [360] valid_0's rmse: 3.60107 valid_1's rmse: 3.72009 [361] valid_0's rmse: 3.60062 valid_1's rmse: 3.72005 [362] valid_0's rmse: 3.59998 valid_1's rmse: 3.71981 [363] valid_0's rmse: 3.59961 valid_1's rmse: 3.71964 [364] valid_0's rmse: 3.59901 valid_1's rmse: 3.71952 [365] valid_0's rmse: 3.59792 valid_1's rmse: 3.71972 [366] valid_0's rmse: 3.59769 valid_1's rmse: 3.71971 [367] valid_0's rmse: 3.59707 valid_1's rmse: 3.71948 [368] valid_0's rmse: 3.59691 valid_1's rmse: 3.71938 [369] valid_0's rmse: 3.59655 valid_1's rmse: 3.7193 [370] valid_0's rmse: 3.59622 valid_1's rmse: 3.71933 [371] valid_0's rmse: 3.59559 valid_1's rmse: 3.71926 [372] valid_0's rmse: 3.59498 valid_1's rmse: 3.71886 [373] valid_0's rmse: 3.59427 valid_1's rmse: 3.71831 [374] valid_0's rmse: 3.59361 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[542] valid_0's rmse: 3.51363 valid_1's rmse: 3.68781 [543] valid_0's rmse: 3.51326 valid_1's rmse: 3.68777 [544] valid_0's rmse: 3.51297 valid_1's rmse: 3.68765 [545] valid_0's rmse: 3.5126 valid_1's rmse: 3.68752 [546] valid_0's rmse: 3.51222 valid_1's rmse: 3.68733 [547] valid_0's rmse: 3.51193 valid_1's rmse: 3.68714 [548] valid_0's rmse: 3.51166 valid_1's rmse: 3.68694 [549] valid_0's rmse: 3.51088 valid_1's rmse: 3.6865 [550] valid_0's rmse: 3.51045 valid_1's rmse: 3.68615 [551] valid_0's rmse: 3.51015 valid_1's rmse: 3.68601 [552] valid_0's rmse: 3.50934 valid_1's rmse: 3.68617 [553] valid_0's rmse: 3.50901 valid_1's rmse: 3.68604 [554] valid_0's rmse: 3.5082 valid_1's rmse: 3.68633 [555] valid_0's rmse: 3.50791 valid_1's rmse: 3.68626 [556] valid_0's rmse: 3.50771 valid_1's rmse: 3.68631 [557] valid_0's rmse: 3.50727 valid_1's rmse: 3.6863 [558] valid_0's rmse: 3.50698 valid_1's rmse: 3.68623 [559] valid_0's rmse: 3.50669 valid_1's rmse: 3.68616 [560] valid_0's rmse: 3.5065 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[672] valid_0's rmse: 3.46817 valid_1's rmse: 3.67626 [673] valid_0's rmse: 3.46795 valid_1's rmse: 3.67617 [674] valid_0's rmse: 3.46771 valid_1's rmse: 3.67623 [675] valid_0's rmse: 3.46726 valid_1's rmse: 3.67618 [676] valid_0's rmse: 3.46704 valid_1's rmse: 3.67602 [677] valid_0's rmse: 3.46681 valid_1's rmse: 3.67604 [678] valid_0's rmse: 3.46657 valid_1's rmse: 3.67574 [679] valid_0's rmse: 3.46614 valid_1's rmse: 3.67566 [680] valid_0's rmse: 3.46575 valid_1's rmse: 3.6754 [681] valid_0's rmse: 3.46553 valid_1's rmse: 3.67558 [682] valid_0's rmse: 3.46508 valid_1's rmse: 3.67553 [683] valid_0's rmse: 3.46486 valid_1's rmse: 3.67557 [684] valid_0's rmse: 3.46451 valid_1's rmse: 3.6755 [685] valid_0's rmse: 3.4641 valid_1's rmse: 3.67519 [686] valid_0's rmse: 3.46381 valid_1's rmse: 3.67518 [687] valid_0's rmse: 3.46324 valid_1's rmse: 3.67493 [688] valid_0's rmse: 3.46296 valid_1's rmse: 3.67488 [689] valid_0's rmse: 3.46267 valid_1's rmse: 3.67478 [690] valid_0's rmse: 3.46246 valid_1's rmse: 3.67476 [691] valid_0's rmse: 3.46216 valid_1's rmse: 3.67458 [692] valid_0's rmse: 3.46173 valid_1's rmse: 3.67451 [693] valid_0's rmse: 3.46125 valid_1's rmse: 3.67415 [694] valid_0's rmse: 3.46089 valid_1's rmse: 3.67408 [695] valid_0's rmse: 3.46071 valid_1's rmse: 3.67412 [696] valid_0's rmse: 3.46044 valid_1's rmse: 3.674 [697] valid_0's rmse: 3.46007 valid_1's rmse: 3.67382 [698] valid_0's rmse: 3.45969 valid_1's rmse: 3.67376 [699] valid_0's rmse: 3.45951 valid_1's rmse: 3.67365 [700] valid_0's rmse: 3.45922 valid_1's rmse: 3.67357 [701] valid_0's rmse: 3.45884 valid_1's rmse: 3.67352 [702] valid_0's rmse: 3.45853 valid_1's rmse: 3.6735 [703] valid_0's rmse: 3.45813 valid_1's rmse: 3.67325 [704] valid_0's rmse: 3.4576 valid_1's rmse: 3.67281 [705] valid_0's rmse: 3.45732 valid_1's rmse: 3.67267 [706] valid_0's rmse: 3.45709 valid_1's rmse: 3.67258 [707] valid_0's rmse: 3.45669 valid_1's rmse: 3.67248 [708] valid_0's rmse: 3.45639 valid_1's rmse: 3.67233 [709] valid_0's rmse: 3.45585 valid_1's rmse: 3.67212 [710] valid_0's rmse: 3.45559 valid_1's rmse: 3.67217 [711] valid_0's rmse: 3.45539 valid_1's rmse: 3.67211 [712] valid_0's rmse: 3.45525 valid_1's rmse: 3.67203 [713] valid_0's rmse: 3.45497 valid_1's rmse: 3.67188 [714] valid_0's rmse: 3.45475 valid_1's rmse: 3.67164 [715] valid_0's rmse: 3.45444 valid_1's rmse: 3.67142 [716] valid_0's rmse: 3.45423 valid_1's rmse: 3.67143 [717] valid_0's rmse: 3.4539 valid_1's rmse: 3.67126 [718] valid_0's rmse: 3.45351 valid_1's rmse: 3.67098 [719] valid_0's rmse: 3.45331 valid_1's rmse: 3.67093 [720] valid_0's rmse: 3.45311 valid_1's rmse: 3.67085 [721] valid_0's rmse: 3.45289 valid_1's rmse: 3.67089 [722] valid_0's rmse: 3.45253 valid_1's rmse: 3.67078 [723] valid_0's rmse: 3.45231 valid_1's rmse: 3.671 [724] valid_0's rmse: 3.45199 valid_1's rmse: 3.67088 [725] valid_0's rmse: 3.45157 valid_1's rmse: 3.67069 [726] valid_0's rmse: 3.45137 valid_1's rmse: 3.67071 [727] valid_0's rmse: 3.45113 valid_1's rmse: 3.67069 [728] valid_0's rmse: 3.4508 valid_1's rmse: 3.67061 [729] valid_0's rmse: 3.45054 valid_1's rmse: 3.67053 [730] valid_0's rmse: 3.45014 valid_1's rmse: 3.67062 [731] valid_0's rmse: 3.44999 valid_1's rmse: 3.67069 [732] valid_0's rmse: 3.44977 valid_1's rmse: 3.67074 [733] valid_0's rmse: 3.44934 valid_1's rmse: 3.67067 [734] valid_0's rmse: 3.44912 valid_1's rmse: 3.67069 [735] valid_0's rmse: 3.44886 valid_1's rmse: 3.67067 [736] valid_0's rmse: 3.44872 valid_1's rmse: 3.67064 [737] valid_0's rmse: 3.44864 valid_1's rmse: 3.67061 [738] valid_0's rmse: 3.44828 valid_1's rmse: 3.67066 [739] valid_0's rmse: 3.44797 valid_1's rmse: 3.67046 [740] valid_0's rmse: 3.44769 valid_1's rmse: 3.67044 [741] valid_0's rmse: 3.44744 valid_1's rmse: 3.67034 [742] valid_0's rmse: 3.44729 valid_1's rmse: 3.67035 [743] valid_0's rmse: 3.44707 valid_1's rmse: 3.67018 [744] valid_0's rmse: 3.44686 valid_1's rmse: 3.67011 [745] valid_0's rmse: 3.44648 valid_1's rmse: 3.67023 [746] valid_0's rmse: 3.44584 valid_1's rmse: 3.67044 [747] valid_0's rmse: 3.44565 valid_1's rmse: 3.67047 [748] valid_0's rmse: 3.44548 valid_1's rmse: 3.67044 [749] valid_0's rmse: 3.44533 valid_1's rmse: 3.6704 [750] valid_0's rmse: 3.44484 valid_1's rmse: 3.6705 [751] valid_0's rmse: 3.44462 valid_1's rmse: 3.67036 [752] valid_0's rmse: 3.44431 valid_1's rmse: 3.67019 [753] valid_0's rmse: 3.44405 valid_1's rmse: 3.67015 [754] valid_0's rmse: 3.44387 valid_1's rmse: 3.67007 [755] valid_0's rmse: 3.44363 valid_1's rmse: 3.6699 [756] valid_0's rmse: 3.44341 valid_1's rmse: 3.66976 [757] valid_0's rmse: 3.44294 valid_1's rmse: 3.66967 [758] valid_0's rmse: 3.44253 valid_1's rmse: 3.66942 [759] valid_0's rmse: 3.44229 valid_1's rmse: 3.66938 [760] valid_0's rmse: 3.44207 valid_1's rmse: 3.66942 [761] valid_0's rmse: 3.44185 valid_1's rmse: 3.66954 [762] valid_0's rmse: 3.44171 valid_1's rmse: 3.66956 [763] valid_0's rmse: 3.44155 valid_1's rmse: 3.66948 [764] valid_0's rmse: 3.44131 valid_1's rmse: 3.66942 [765] valid_0's rmse: 3.44101 valid_1's rmse: 3.66922 [766] valid_0's rmse: 3.4408 valid_1's rmse: 3.6691 [767] valid_0's rmse: 3.44061 valid_1's rmse: 3.66914 [768] valid_0's rmse: 3.44044 valid_1's rmse: 3.66903 [769] valid_0's rmse: 3.44017 valid_1's rmse: 3.66889 [770] valid_0's rmse: 3.43986 valid_1's rmse: 3.66886 [771] valid_0's rmse: 3.43965 valid_1's rmse: 3.66867 [772] valid_0's rmse: 3.43896 valid_1's rmse: 3.6691 [773] valid_0's rmse: 3.43871 valid_1's rmse: 3.669 [774] valid_0's rmse: 3.43839 valid_1's rmse: 3.66896 [775] valid_0's rmse: 3.43812 valid_1's rmse: 3.66898 [776] valid_0's rmse: 3.43794 valid_1's rmse: 3.66894 [777] valid_0's rmse: 3.43777 valid_1's rmse: 3.66889 [778] valid_0's rmse: 3.43688 valid_1's rmse: 3.6692 [779] valid_0's rmse: 3.43668 valid_1's rmse: 3.66909 [780] valid_0's rmse: 3.43638 valid_1's rmse: 3.66894 [781] valid_0's rmse: 3.43601 valid_1's rmse: 3.66869 [782] valid_0's rmse: 3.43579 valid_1's rmse: 3.6688 [783] valid_0's rmse: 3.43525 valid_1's rmse: 3.66871 [784] valid_0's rmse: 3.43513 valid_1's rmse: 3.66866 [785] valid_0's rmse: 3.43484 valid_1's rmse: 3.66869 [786] valid_0's rmse: 3.43442 valid_1's rmse: 3.66845 [787] valid_0's rmse: 3.43417 valid_1's rmse: 3.66844 [788] valid_0's rmse: 3.43386 valid_1's rmse: 3.66854 [789] valid_0's rmse: 3.43339 valid_1's rmse: 3.66846 [790] valid_0's rmse: 3.43309 valid_1's rmse: 3.66848 [791] valid_0's rmse: 3.4327 valid_1's rmse: 3.66836 [792] valid_0's rmse: 3.43237 valid_1's rmse: 3.66821 [793] valid_0's rmse: 3.43212 valid_1's rmse: 3.66828 [794] valid_0's rmse: 3.43195 valid_1's rmse: 3.66822 [795] valid_0's rmse: 3.43179 valid_1's rmse: 3.66822 [796] valid_0's rmse: 3.43164 valid_1's rmse: 3.66815 [797] valid_0's rmse: 3.43135 valid_1's rmse: 3.66796 [798] valid_0's rmse: 3.43112 valid_1's rmse: 3.66789 [799] valid_0's rmse: 3.43085 valid_1's rmse: 3.66782 [800] valid_0's rmse: 3.43077 valid_1's rmse: 3.66781 [801] valid_0's rmse: 3.43048 valid_1's rmse: 3.66776 [802] valid_0's rmse: 3.43027 valid_1's rmse: 3.6677 [803] valid_0's rmse: 3.43002 valid_1's rmse: 3.66774 [804] valid_0's rmse: 3.42977 valid_1's rmse: 3.66738 [805] valid_0's rmse: 3.42959 valid_1's rmse: 3.66728 [806] valid_0's rmse: 3.42937 valid_1's rmse: 3.66725 [807] valid_0's rmse: 3.42902 valid_1's rmse: 3.66703 [808] valid_0's rmse: 3.42887 valid_1's rmse: 3.66701 [809] valid_0's rmse: 3.42846 valid_1's rmse: 3.66698 [810] valid_0's rmse: 3.42818 valid_1's rmse: 3.66692 [811] valid_0's rmse: 3.42799 valid_1's rmse: 3.66694 [812] valid_0's rmse: 3.4278 valid_1's rmse: 3.66681 [813] valid_0's rmse: 3.42749 valid_1's rmse: 3.66677 [814] valid_0's rmse: 3.42726 valid_1's rmse: 3.66679 [815] valid_0's rmse: 3.42702 valid_1's rmse: 3.66679 [816] valid_0's rmse: 3.42695 valid_1's rmse: 3.66683 [817] valid_0's rmse: 3.42686 valid_1's rmse: 3.66681 [818] valid_0's rmse: 3.42654 valid_1's rmse: 3.66688 [819] valid_0's rmse: 3.42631 valid_1's rmse: 3.66707 [820] valid_0's rmse: 3.42605 valid_1's rmse: 3.66719 [821] valid_0's rmse: 3.42543 valid_1's rmse: 3.66719 [822] valid_0's rmse: 3.42489 valid_1's rmse: 3.66708 [823] valid_0's rmse: 3.42456 valid_1's rmse: 3.66709 [824] valid_0's rmse: 3.42442 valid_1's rmse: 3.66706 [825] valid_0's rmse: 3.42415 valid_1's rmse: 3.66699 [826] valid_0's rmse: 3.42402 valid_1's rmse: 3.66698 [827] valid_0's rmse: 3.4238 valid_1's rmse: 3.66707 [828] valid_0's rmse: 3.42364 valid_1's rmse: 3.66718 [829] valid_0's rmse: 3.42349 valid_1's rmse: 3.66742 [830] valid_0's rmse: 3.42335 valid_1's rmse: 3.66737 [831] valid_0's rmse: 3.42303 valid_1's rmse: 3.66743 [832] valid_0's rmse: 3.42281 valid_1's rmse: 3.66726 [833] valid_0's rmse: 3.42273 valid_1's rmse: 3.66726 Early stopping, best iteration is: [813] valid_0's rmse: 3.42749 valid_1's rmse: 3.66677 SCORE: 3.666768498996755 [1] valid_0's rmse: 8.96852 valid_1's rmse: 8.92734 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38695 valid_1's rmse: 8.34663 [3] valid_0's rmse: 7.8595 valid_1's rmse: 7.82059 [4] valid_0's rmse: 7.40462 valid_1's rmse: 7.36794 [5] valid_0's rmse: 7.00916 valid_1's rmse: 6.97331 [6] valid_0's rmse: 6.66525 valid_1's rmse: 6.63113 [7] valid_0's rmse: 6.37939 valid_1's rmse: 6.34731 [8] valid_0's rmse: 6.1211 valid_1's rmse: 6.08917 [9] valid_0's rmse: 5.88064 valid_1's rmse: 5.84858 [10] valid_0's rmse: 5.67876 valid_1's rmse: 5.64708 [11] valid_0's rmse: 5.5096 valid_1's rmse: 5.47866 [12] valid_0's rmse: 5.35755 valid_1's rmse: 5.32757 [13] valid_0's rmse: 5.2298 valid_1's rmse: 5.20048 [14] valid_0's rmse: 5.11447 valid_1's rmse: 5.08653 [15] valid_0's rmse: 4.99866 valid_1's rmse: 4.97147 [16] valid_0's rmse: 4.88457 valid_1's rmse: 4.85779 [17] valid_0's rmse: 4.81565 valid_1's rmse: 4.78901 [18] valid_0's rmse: 4.73259 valid_1's rmse: 4.70775 [19] valid_0's rmse: 4.67082 valid_1's rmse: 4.64701 [20] valid_0's rmse: 4.61518 valid_1's rmse: 4.59159 [21] valid_0's rmse: 4.56767 valid_1's rmse: 4.5456 [22] valid_0's rmse: 4.52687 valid_1's rmse: 4.50512 [23] valid_0's rmse: 4.49622 valid_1's rmse: 4.47576 [24] valid_0's rmse: 4.46444 valid_1's rmse: 4.44537 [25] valid_0's rmse: 4.43196 valid_1's rmse: 4.41417 [26] valid_0's rmse: 4.39417 valid_1's rmse: 4.37699 [27] valid_0's rmse: 4.37061 valid_1's rmse: 4.35347 [28] valid_0's rmse: 4.33495 valid_1's rmse: 4.3182 [29] valid_0's rmse: 4.31706 valid_1's rmse: 4.30035 [30] valid_0's rmse: 4.29028 valid_1's rmse: 4.27366 [31] valid_0's rmse: 4.26253 valid_1's rmse: 4.24682 [32] valid_0's rmse: 4.23875 valid_1's rmse: 4.22331 [33] valid_0's rmse: 4.22866 valid_1's rmse: 4.21463 [34] valid_0's rmse: 4.20761 valid_1's rmse: 4.1941 [35] valid_0's rmse: 4.18656 valid_1's rmse: 4.17381 [36] valid_0's rmse: 4.17873 valid_1's rmse: 4.16698 [37] valid_0's rmse: 4.16825 valid_1's rmse: 4.15727 [38] valid_0's rmse: 4.15004 valid_1's rmse: 4.1403 [39] valid_0's rmse: 4.14407 valid_1's rmse: 4.13546 [40] valid_0's rmse: 4.13764 valid_1's rmse: 4.12973 [41] valid_0's rmse: 4.13168 valid_1's rmse: 4.12514 [42] valid_0's rmse: 4.11452 valid_1's rmse: 4.10844 [43] valid_0's rmse: 4.10463 valid_1's rmse: 4.09892 [44] valid_0's rmse: 4.09807 valid_1's rmse: 4.09315 [45] valid_0's rmse: 4.08485 valid_1's rmse: 4.08114 [46] valid_0's rmse: 4.07819 valid_1's rmse: 4.075 [47] valid_0's rmse: 4.06862 valid_1's rmse: 4.06583 [48] valid_0's rmse: 4.05643 valid_1's rmse: 4.0538 [49] valid_0's rmse: 4.05314 valid_1's rmse: 4.05203 [50] valid_0's rmse: 4.04633 valid_1's rmse: 4.04672 [51] valid_0's rmse: 4.04002 valid_1's rmse: 4.0407 [52] valid_0's rmse: 4.03402 valid_1's rmse: 4.03541 [53] valid_0's rmse: 4.02413 valid_1's rmse: 4.02665 [54] valid_0's rmse: 4.01203 valid_1's rmse: 4.01492 [55] valid_0's rmse: 4.00065 valid_1's rmse: 4.0037 [56] valid_0's rmse: 3.9899 valid_1's rmse: 3.99361 [57] valid_0's rmse: 3.98742 valid_1's rmse: 3.99241 [58] valid_0's rmse: 3.98249 valid_1's rmse: 3.98842 [59] valid_0's rmse: 3.9743 valid_1's rmse: 3.98078 [60] valid_0's rmse: 3.96527 valid_1's rmse: 3.97304 [61] valid_0's rmse: 3.96054 valid_1's rmse: 3.96984 [62] valid_0's rmse: 3.95601 valid_1's rmse: 3.96556 [63] valid_0's rmse: 3.95258 valid_1's rmse: 3.9625 [64] valid_0's rmse: 3.95007 valid_1's rmse: 3.96171 [65] valid_0's rmse: 3.94651 valid_1's rmse: 3.95946 [66] valid_0's rmse: 3.94211 valid_1's rmse: 3.9561 [67] valid_0's rmse: 3.93939 valid_1's rmse: 3.95424 [68] valid_0's rmse: 3.93475 valid_1's rmse: 3.95002 [69] valid_0's rmse: 3.9291 valid_1's rmse: 3.94558 [70] valid_0's rmse: 3.92696 valid_1's rmse: 3.94454 [71] valid_0's rmse: 3.92357 valid_1's rmse: 3.94147 [72] valid_0's rmse: 3.91867 valid_1's rmse: 3.9378 [73] valid_0's rmse: 3.91424 valid_1's rmse: 3.93402 [74] valid_0's rmse: 3.90935 valid_1's rmse: 3.93117 [75] valid_0's rmse: 3.90312 valid_1's rmse: 3.92543 [76] valid_0's rmse: 3.89934 valid_1's rmse: 3.92198 [77] valid_0's rmse: 3.8961 valid_1's rmse: 3.92076 [78] valid_0's rmse: 3.8907 valid_1's rmse: 3.91643 [79] valid_0's rmse: 3.88574 valid_1's rmse: 3.91187 [80] valid_0's rmse: 3.88191 valid_1's rmse: 3.90847 [81] valid_0's rmse: 3.8761 valid_1's rmse: 3.90354 [82] valid_0's rmse: 3.87329 valid_1's rmse: 3.90152 [83] valid_0's rmse: 3.87071 valid_1's rmse: 3.90007 [84] valid_0's rmse: 3.86844 valid_1's rmse: 3.89866 [85] valid_0's rmse: 3.86459 valid_1's rmse: 3.89499 [86] valid_0's rmse: 3.86126 valid_1's rmse: 3.89252 [87] valid_0's rmse: 3.85848 valid_1's rmse: 3.89036 [88] valid_0's rmse: 3.85582 valid_1's rmse: 3.88929 [89] valid_0's rmse: 3.85079 valid_1's rmse: 3.88439 [90] valid_0's rmse: 3.84863 valid_1's rmse: 3.88248 [91] valid_0's rmse: 3.84557 valid_1's rmse: 3.88017 [92] valid_0's rmse: 3.84294 valid_1's rmse: 3.87813 [93] valid_0's rmse: 3.8409 valid_1's rmse: 3.87655 [94] valid_0's rmse: 3.83585 valid_1's rmse: 3.87183 [95] valid_0's rmse: 3.8339 valid_1's rmse: 3.87047 [96] valid_0's rmse: 3.83104 valid_1's rmse: 3.86882 [97] valid_0's rmse: 3.82837 valid_1's rmse: 3.86699 [98] valid_0's rmse: 3.82506 valid_1's rmse: 3.86406 [99] valid_0's rmse: 3.82184 valid_1's rmse: 3.86129 [100] valid_0's rmse: 3.81981 valid_1's rmse: 3.85956 [101] valid_0's rmse: 3.81803 valid_1's rmse: 3.85852 [102] valid_0's rmse: 3.8129 valid_1's rmse: 3.85344 [103] valid_0's rmse: 3.81094 valid_1's rmse: 3.85224 [104] valid_0's rmse: 3.80748 valid_1's rmse: 3.84923 [105] valid_0's rmse: 3.80454 valid_1's rmse: 3.84844 [106] valid_0's rmse: 3.80151 valid_1's rmse: 3.84542 [107] valid_0's rmse: 3.798 valid_1's rmse: 3.84218 [108] valid_0's rmse: 3.79602 valid_1's rmse: 3.84091 [109] valid_0's rmse: 3.79288 valid_1's rmse: 3.83789 [110] valid_0's rmse: 3.79058 valid_1's rmse: 3.83643 [111] valid_0's rmse: 3.78883 valid_1's rmse: 3.83554 [112] valid_0's rmse: 3.78677 valid_1's rmse: 3.83394 [113] valid_0's rmse: 3.78488 valid_1's rmse: 3.83303 [114] valid_0's rmse: 3.77993 valid_1's rmse: 3.8284 [115] valid_0's rmse: 3.77875 valid_1's rmse: 3.82759 [116] valid_0's rmse: 3.77587 valid_1's rmse: 3.8252 [117] valid_0's rmse: 3.77318 valid_1's rmse: 3.82258 [118] valid_0's rmse: 3.77037 valid_1's rmse: 3.82068 [119] valid_0's rmse: 3.76801 valid_1's rmse: 3.81869 [120] valid_0's rmse: 3.76453 valid_1's rmse: 3.8155 [121] valid_0's rmse: 3.76241 valid_1's rmse: 3.81415 [122] valid_0's rmse: 3.76072 valid_1's rmse: 3.81294 [123] valid_0's rmse: 3.75835 valid_1's rmse: 3.8109 [124] valid_0's rmse: 3.75619 valid_1's rmse: 3.80937 [125] valid_0's rmse: 3.75435 valid_1's rmse: 3.80851 [126] valid_0's rmse: 3.75272 valid_1's rmse: 3.80776 [127] valid_0's rmse: 3.75003 valid_1's rmse: 3.80581 [128] valid_0's rmse: 3.74819 valid_1's rmse: 3.8043 [129] valid_0's rmse: 3.74579 valid_1's rmse: 3.80209 [130] valid_0's rmse: 3.74318 valid_1's rmse: 3.79984 [131] valid_0's rmse: 3.73987 valid_1's rmse: 3.79662 [132] valid_0's rmse: 3.73816 valid_1's rmse: 3.79643 [133] valid_0's rmse: 3.73696 valid_1's rmse: 3.79577 [134] valid_0's rmse: 3.73407 valid_1's rmse: 3.79323 [135] valid_0's rmse: 3.73194 valid_1's rmse: 3.79183 [136] valid_0's rmse: 3.72969 valid_1's rmse: 3.79006 [137] valid_0's rmse: 3.72825 valid_1's rmse: 3.7893 [138] valid_0's rmse: 3.7267 valid_1's rmse: 3.7894 [139] valid_0's rmse: 3.72411 valid_1's rmse: 3.78865 [140] valid_0's rmse: 3.72247 valid_1's rmse: 3.78803 [141] valid_0's rmse: 3.7207 valid_1's rmse: 3.78677 [142] valid_0's rmse: 3.71892 valid_1's rmse: 3.78551 [143] valid_0's rmse: 3.71688 valid_1's rmse: 3.78393 [144] valid_0's rmse: 3.71562 valid_1's rmse: 3.78334 [145] valid_0's rmse: 3.71394 valid_1's rmse: 3.78297 [146] valid_0's rmse: 3.71222 valid_1's rmse: 3.78172 [147] valid_0's rmse: 3.71123 valid_1's rmse: 3.7815 [148] valid_0's rmse: 3.70896 valid_1's rmse: 3.77983 [149] valid_0's rmse: 3.70733 valid_1's rmse: 3.77858 [150] valid_0's rmse: 3.70589 valid_1's rmse: 3.77776 [151] valid_0's rmse: 3.7041 valid_1's rmse: 3.77687 [152] valid_0's rmse: 3.70211 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[913] valid_0's rmse: 3.28245 valid_1's rmse: 3.64414 [914] valid_0's rmse: 3.28214 valid_1's rmse: 3.64413 [915] valid_0's rmse: 3.28183 valid_1's rmse: 3.64414 [916] valid_0's rmse: 3.28169 valid_1's rmse: 3.6442 [917] valid_0's rmse: 3.28143 valid_1's rmse: 3.64426 [918] valid_0's rmse: 3.2812 valid_1's rmse: 3.64425 [919] valid_0's rmse: 3.2809 valid_1's rmse: 3.64406 [920] valid_0's rmse: 3.2805 valid_1's rmse: 3.64399 [921] valid_0's rmse: 3.28032 valid_1's rmse: 3.64396 [922] valid_0's rmse: 3.2799 valid_1's rmse: 3.6441 [923] valid_0's rmse: 3.27948 valid_1's rmse: 3.64397 [924] valid_0's rmse: 3.27912 valid_1's rmse: 3.6438 [925] valid_0's rmse: 3.27874 valid_1's rmse: 3.64364 [926] valid_0's rmse: 3.27847 valid_1's rmse: 3.64363 [927] valid_0's rmse: 3.27836 valid_1's rmse: 3.64363 [928] valid_0's rmse: 3.27803 valid_1's rmse: 3.64356 [929] valid_0's rmse: 3.27787 valid_1's rmse: 3.64357 [930] valid_0's rmse: 3.2777 valid_1's rmse: 3.64352 [931] valid_0's rmse: 3.27737 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valid_1's rmse: 3.64045 [1006] valid_0's rmse: 3.2571 valid_1's rmse: 3.64042 [1007] valid_0's rmse: 3.25683 valid_1's rmse: 3.64034 [1008] valid_0's rmse: 3.25646 valid_1's rmse: 3.64029 [1009] valid_0's rmse: 3.2563 valid_1's rmse: 3.64031 [1010] valid_0's rmse: 3.25612 valid_1's rmse: 3.64031 [1011] valid_0's rmse: 3.25598 valid_1's rmse: 3.64033 [1012] valid_0's rmse: 3.25573 valid_1's rmse: 3.64029 [1013] valid_0's rmse: 3.25543 valid_1's rmse: 3.64021 [1014] valid_0's rmse: 3.2553 valid_1's rmse: 3.64021 [1015] valid_0's rmse: 3.25503 valid_1's rmse: 3.64018 [1016] valid_0's rmse: 3.2548 valid_1's rmse: 3.6402 [1017] valid_0's rmse: 3.25442 valid_1's rmse: 3.64026 [1018] valid_0's rmse: 3.25405 valid_1's rmse: 3.6401 [1019] valid_0's rmse: 3.25381 valid_1's rmse: 3.6401 [1020] valid_0's rmse: 3.25361 valid_1's rmse: 3.64003 [1021] valid_0's rmse: 3.25331 valid_1's rmse: 3.64003 [1022] valid_0's rmse: 3.25315 valid_1's rmse: 3.64004 [1023] valid_0's rmse: 3.25295 valid_1's rmse: 3.63997 [1024] valid_0's rmse: 3.2529 valid_1's rmse: 3.63996 [1025] valid_0's rmse: 3.25272 valid_1's rmse: 3.63995 [1026] valid_0's rmse: 3.25264 valid_1's rmse: 3.63994 [1027] valid_0's rmse: 3.25232 valid_1's rmse: 3.63991 [1028] valid_0's rmse: 3.25212 valid_1's rmse: 3.6399 [1029] valid_0's rmse: 3.25188 valid_1's rmse: 3.63989 [1030] valid_0's rmse: 3.25144 valid_1's rmse: 3.63974 [1031] valid_0's rmse: 3.25116 valid_1's rmse: 3.63981 [1032] valid_0's rmse: 3.251 valid_1's rmse: 3.63984 [1033] valid_0's rmse: 3.25079 valid_1's rmse: 3.63992 [1034] valid_0's rmse: 3.25065 valid_1's rmse: 3.63994 [1035] valid_0's rmse: 3.25054 valid_1's rmse: 3.63992 [1036] valid_0's rmse: 3.25029 valid_1's rmse: 3.63996 [1037] valid_0's rmse: 3.25002 valid_1's rmse: 3.63997 [1038] valid_0's rmse: 3.24977 valid_1's rmse: 3.63988 [1039] valid_0's rmse: 3.24938 valid_1's rmse: 3.63988 [1040] valid_0's rmse: 3.2492 valid_1's rmse: 3.63986 [1041] valid_0's rmse: 3.24903 valid_1's rmse: 3.63984 [1042] 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3.63839 [1097] valid_0's rmse: 3.23511 valid_1's rmse: 3.63844 [1098] valid_0's rmse: 3.23476 valid_1's rmse: 3.63839 [1099] valid_0's rmse: 3.23461 valid_1's rmse: 3.63837 [1100] valid_0's rmse: 3.23418 valid_1's rmse: 3.6382 [1101] valid_0's rmse: 3.23395 valid_1's rmse: 3.63827 [1102] valid_0's rmse: 3.23329 valid_1's rmse: 3.63807 [1103] valid_0's rmse: 3.23309 valid_1's rmse: 3.63812 [1104] valid_0's rmse: 3.23279 valid_1's rmse: 3.63802 [1105] valid_0's rmse: 3.23269 valid_1's rmse: 3.63803 [1106] valid_0's rmse: 3.23255 valid_1's rmse: 3.63799 [1107] valid_0's rmse: 3.23228 valid_1's rmse: 3.63792 [1108] valid_0's rmse: 3.23194 valid_1's rmse: 3.63776 [1109] valid_0's rmse: 3.23163 valid_1's rmse: 3.63768 [1110] valid_0's rmse: 3.23152 valid_1's rmse: 3.63766 [1111] valid_0's rmse: 3.23094 valid_1's rmse: 3.63724 [1112] valid_0's rmse: 3.23081 valid_1's rmse: 3.63723 [1113] valid_0's rmse: 3.23054 valid_1's rmse: 3.63718 [1114] valid_0's rmse: 3.23028 valid_1's rmse: 3.63716 [1115] valid_0's rmse: 3.23004 valid_1's rmse: 3.63713 [1116] valid_0's rmse: 3.22942 valid_1's rmse: 3.63699 [1117] valid_0's rmse: 3.22896 valid_1's rmse: 3.63682 [1118] valid_0's rmse: 3.2286 valid_1's rmse: 3.63679 [1119] valid_0's rmse: 3.22845 valid_1's rmse: 3.63676 [1120] valid_0's rmse: 3.2283 valid_1's rmse: 3.63678 [1121] valid_0's rmse: 3.22807 valid_1's rmse: 3.63673 [1122] valid_0's rmse: 3.22789 valid_1's rmse: 3.63664 [1123] valid_0's rmse: 3.22753 valid_1's rmse: 3.63653 [1124] valid_0's rmse: 3.22738 valid_1's rmse: 3.63646 [1125] valid_0's rmse: 3.22713 valid_1's rmse: 3.63645 [1126] valid_0's rmse: 3.22676 valid_1's rmse: 3.63648 [1127] valid_0's rmse: 3.22653 valid_1's rmse: 3.6365 [1128] valid_0's rmse: 3.22631 valid_1's rmse: 3.63644 [1129] valid_0's rmse: 3.22606 valid_1's rmse: 3.63645 [1130] valid_0's rmse: 3.2259 valid_1's rmse: 3.63648 [1131] valid_0's rmse: 3.22576 valid_1's rmse: 3.63645 [1132] valid_0's rmse: 3.22563 valid_1's rmse: 3.63648 [1133] 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3.22101 valid_1's rmse: 3.63589 [1152] valid_0's rmse: 3.2208 valid_1's rmse: 3.63597 [1153] valid_0's rmse: 3.2206 valid_1's rmse: 3.63593 [1154] valid_0's rmse: 3.22048 valid_1's rmse: 3.63585 [1155] valid_0's rmse: 3.22035 valid_1's rmse: 3.63587 [1156] valid_0's rmse: 3.22021 valid_1's rmse: 3.63586 [1157] valid_0's rmse: 3.21998 valid_1's rmse: 3.63588 [1158] valid_0's rmse: 3.2199 valid_1's rmse: 3.63586 [1159] valid_0's rmse: 3.21972 valid_1's rmse: 3.63599 [1160] valid_0's rmse: 3.21925 valid_1's rmse: 3.63573 [1161] valid_0's rmse: 3.21884 valid_1's rmse: 3.63552 [1162] valid_0's rmse: 3.2186 valid_1's rmse: 3.63548 [1163] valid_0's rmse: 3.21846 valid_1's rmse: 3.63547 [1164] valid_0's rmse: 3.21814 valid_1's rmse: 3.63561 [1165] valid_0's rmse: 3.21778 valid_1's rmse: 3.63557 [1166] valid_0's rmse: 3.21764 valid_1's rmse: 3.63559 [1167] valid_0's rmse: 3.21738 valid_1's rmse: 3.63561 [1168] valid_0's rmse: 3.21702 valid_1's rmse: 3.63554 [1169] valid_0's rmse: 3.2168 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[1206] valid_0's rmse: 3.2085 valid_1's rmse: 3.63469 [1207] valid_0's rmse: 3.20834 valid_1's rmse: 3.63466 [1208] valid_0's rmse: 3.20816 valid_1's rmse: 3.63466 [1209] valid_0's rmse: 3.2079 valid_1's rmse: 3.63461 [1210] valid_0's rmse: 3.20766 valid_1's rmse: 3.6346 [1211] valid_0's rmse: 3.20741 valid_1's rmse: 3.63463 [1212] valid_0's rmse: 3.20718 valid_1's rmse: 3.63459 [1213] valid_0's rmse: 3.20696 valid_1's rmse: 3.63459 [1214] valid_0's rmse: 3.20678 valid_1's rmse: 3.63453 [1215] valid_0's rmse: 3.20663 valid_1's rmse: 3.63455 [1216] valid_0's rmse: 3.20639 valid_1's rmse: 3.63453 [1217] valid_0's rmse: 3.20606 valid_1's rmse: 3.63447 [1218] valid_0's rmse: 3.20593 valid_1's rmse: 3.63448 [1219] valid_0's rmse: 3.20551 valid_1's rmse: 3.63436 [1220] valid_0's rmse: 3.20538 valid_1's rmse: 3.6344 [1221] valid_0's rmse: 3.20514 valid_1's rmse: 3.63448 [1222] valid_0's rmse: 3.205 valid_1's rmse: 3.63455 [1223] valid_0's rmse: 3.20463 valid_1's rmse: 3.63442 [1224] valid_0's rmse: 3.20446 valid_1's rmse: 3.63445 [1225] valid_0's rmse: 3.20429 valid_1's rmse: 3.6344 [1226] valid_0's rmse: 3.20414 valid_1's rmse: 3.6344 [1227] valid_0's rmse: 3.20392 valid_1's rmse: 3.63449 [1228] valid_0's rmse: 3.20373 valid_1's rmse: 3.63445 [1229] valid_0's rmse: 3.20344 valid_1's rmse: 3.63437 [1230] valid_0's rmse: 3.20324 valid_1's rmse: 3.63436 [1231] valid_0's rmse: 3.20298 valid_1's rmse: 3.6343 [1232] valid_0's rmse: 3.20274 valid_1's rmse: 3.63445 [1233] valid_0's rmse: 3.20253 valid_1's rmse: 3.63437 [1234] valid_0's rmse: 3.20227 valid_1's rmse: 3.63429 [1235] valid_0's rmse: 3.20215 valid_1's rmse: 3.63426 [1236] valid_0's rmse: 3.20194 valid_1's rmse: 3.63425 [1237] valid_0's rmse: 3.20181 valid_1's rmse: 3.63424 [1238] valid_0's rmse: 3.20162 valid_1's rmse: 3.63408 [1239] valid_0's rmse: 3.20129 valid_1's rmse: 3.63396 [1240] valid_0's rmse: 3.2011 valid_1's rmse: 3.63387 [1241] valid_0's rmse: 3.20082 valid_1's rmse: 3.63387 [1242] valid_0's rmse: 3.20033 valid_1's rmse: 3.634 [1243] valid_0's rmse: 3.20004 valid_1's rmse: 3.63399 [1244] valid_0's rmse: 3.19982 valid_1's rmse: 3.63392 [1245] valid_0's rmse: 3.1995 valid_1's rmse: 3.63391 [1246] valid_0's rmse: 3.19913 valid_1's rmse: 3.63403 [1247] valid_0's rmse: 3.19876 valid_1's rmse: 3.63387 [1248] valid_0's rmse: 3.19845 valid_1's rmse: 3.63386 [1249] valid_0's rmse: 3.1982 valid_1's rmse: 3.63387 [1250] valid_0's rmse: 3.19809 valid_1's rmse: 3.63383 [1251] valid_0's rmse: 3.19791 valid_1's rmse: 3.6339 [1252] valid_0's rmse: 3.19762 valid_1's rmse: 3.63385 [1253] valid_0's rmse: 3.19749 valid_1's rmse: 3.63381 [1254] valid_0's rmse: 3.19734 valid_1's rmse: 3.63383 [1255] valid_0's rmse: 3.19719 valid_1's rmse: 3.6338 [1256] valid_0's rmse: 3.19685 valid_1's rmse: 3.6337 [1257] valid_0's rmse: 3.19646 valid_1's rmse: 3.63362 [1258] valid_0's rmse: 3.19626 valid_1's rmse: 3.63365 [1259] valid_0's rmse: 3.19596 valid_1's rmse: 3.63355 [1260] valid_0's rmse: 3.19561 valid_1's rmse: 3.63348 [1261] valid_0's rmse: 3.1954 valid_1's rmse: 3.63341 [1262] valid_0's rmse: 3.19513 valid_1's rmse: 3.63341 [1263] valid_0's rmse: 3.19494 valid_1's rmse: 3.63341 [1264] valid_0's rmse: 3.19477 valid_1's rmse: 3.63338 [1265] valid_0's rmse: 3.19453 valid_1's rmse: 3.63323 [1266] valid_0's rmse: 3.19421 valid_1's rmse: 3.63315 [1267] valid_0's rmse: 3.19392 valid_1's rmse: 3.63318 [1268] valid_0's rmse: 3.19366 valid_1's rmse: 3.63313 [1269] valid_0's rmse: 3.19337 valid_1's rmse: 3.63306 [1270] valid_0's rmse: 3.19322 valid_1's rmse: 3.63301 [1271] valid_0's rmse: 3.19294 valid_1's rmse: 3.63282 [1272] valid_0's rmse: 3.19261 valid_1's rmse: 3.63305 [1273] valid_0's rmse: 3.19245 valid_1's rmse: 3.633 [1274] valid_0's rmse: 3.1922 valid_1's rmse: 3.63301 [1275] valid_0's rmse: 3.19185 valid_1's rmse: 3.63311 [1276] valid_0's rmse: 3.19166 valid_1's rmse: 3.63318 [1277] valid_0's rmse: 3.19155 valid_1's rmse: 3.6332 [1278] valid_0's rmse: 3.19133 valid_1's rmse: 3.63313 [1279] valid_0's rmse: 3.19107 valid_1's rmse: 3.63306 [1280] valid_0's rmse: 3.19081 valid_1's rmse: 3.63313 [1281] valid_0's rmse: 3.19063 valid_1's rmse: 3.63318 [1282] valid_0's rmse: 3.19051 valid_1's rmse: 3.63319 [1283] valid_0's rmse: 3.19042 valid_1's rmse: 3.63323 [1284] valid_0's rmse: 3.19026 valid_1's rmse: 3.6332 [1285] valid_0's rmse: 3.19008 valid_1's rmse: 3.63314 [1286] valid_0's rmse: 3.18984 valid_1's rmse: 3.63306 [1287] valid_0's rmse: 3.18952 valid_1's rmse: 3.63309 [1288] valid_0's rmse: 3.18934 valid_1's rmse: 3.63304 [1289] valid_0's rmse: 3.18908 valid_1's rmse: 3.63325 [1290] valid_0's rmse: 3.18888 valid_1's rmse: 3.63321 [1291] valid_0's rmse: 3.1887 valid_1's rmse: 3.63319 Early stopping, best iteration is: [1271] valid_0's rmse: 3.19294 valid_1's rmse: 3.63282 SCORE: 3.6328233213874395 [1] valid_0's rmse: 8.96418 valid_1's rmse: 8.92337 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37631 valid_1's rmse: 8.33713 [3] valid_0's rmse: 7.85227 valid_1's rmse: 7.81443 [4] valid_0's rmse: 7.39832 valid_1's rmse: 7.36207 [5] valid_0's rmse: 7.00307 valid_1's rmse: 6.96799 [6] valid_0's rmse: 6.65661 valid_1's rmse: 6.6235 [7] valid_0's rmse: 6.37056 valid_1's rmse: 6.33914 [8] valid_0's rmse: 6.11269 valid_1's rmse: 6.08107 [9] valid_0's rmse: 5.88393 valid_1's rmse: 5.85247 [10] valid_0's rmse: 5.68067 valid_1's rmse: 5.64994 [11] valid_0's rmse: 5.50028 valid_1's rmse: 5.47041 [12] valid_0's rmse: 5.35249 valid_1's rmse: 5.32407 [13] valid_0's rmse: 5.22477 valid_1's rmse: 5.19729 [14] valid_0's rmse: 5.11265 valid_1's rmse: 5.08613 [15] valid_0's rmse: 5.00658 valid_1's rmse: 4.9806 [16] valid_0's rmse: 4.91327 valid_1's rmse: 4.88788 [17] valid_0's rmse: 4.83359 valid_1's rmse: 4.80917 [18] valid_0's rmse: 4.76256 valid_1's rmse: 4.73963 [19] valid_0's rmse: 4.69865 valid_1's rmse: 4.67626 [20] valid_0's rmse: 4.63534 valid_1's rmse: 4.61294 [21] valid_0's rmse: 4.58627 valid_1's rmse: 4.56519 [22] valid_0's rmse: 4.54445 valid_1's rmse: 4.52456 [23] valid_0's rmse: 4.4998 valid_1's rmse: 4.48054 [24] valid_0's rmse: 4.46867 valid_1's rmse: 4.45006 [25] valid_0's rmse: 4.43485 valid_1's rmse: 4.41704 [26] valid_0's rmse: 4.39777 valid_1's rmse: 4.38066 [27] valid_0's rmse: 4.36077 valid_1's rmse: 4.34389 [28] valid_0's rmse: 4.32577 valid_1's rmse: 4.30859 [29] valid_0's rmse: 4.30329 valid_1's rmse: 4.28615 [30] valid_0's rmse: 4.2748 valid_1's rmse: 4.25762 [31] valid_0's rmse: 4.25108 valid_1's rmse: 4.23477 [32] valid_0's rmse: 4.2292 valid_1's rmse: 4.21305 [33] valid_0's rmse: 4.21798 valid_1's rmse: 4.20306 [34] valid_0's rmse: 4.19416 valid_1's rmse: 4.17978 [35] valid_0's rmse: 4.17636 valid_1's rmse: 4.16293 [36] valid_0's rmse: 4.16973 valid_1's rmse: 4.15707 [37] valid_0's rmse: 4.16025 valid_1's rmse: 4.1488 [38] valid_0's rmse: 4.14272 valid_1's rmse: 4.13246 [39] valid_0's rmse: 4.13472 valid_1's rmse: 4.12526 [40] valid_0's rmse: 4.12963 valid_1's rmse: 4.1212 [41] valid_0's rmse: 4.12355 valid_1's rmse: 4.11591 [42] valid_0's rmse: 4.10795 valid_1's rmse: 4.10115 [43] valid_0's rmse: 4.09831 valid_1's rmse: 4.09241 [44] valid_0's rmse: 4.09038 valid_1's rmse: 4.08533 [45] valid_0's rmse: 4.07906 valid_1's rmse: 4.07529 [46] valid_0's rmse: 4.07364 valid_1's rmse: 4.07157 [47] valid_0's rmse: 4.066 valid_1's rmse: 4.06419 [48] valid_0's rmse: 4.05362 valid_1's rmse: 4.052 [49] valid_0's rmse: 4.05072 valid_1's rmse: 4.05061 [50] valid_0's rmse: 4.03911 valid_1's rmse: 4.04039 [51] valid_0's rmse: 4.03171 valid_1's rmse: 4.03375 [52] valid_0's rmse: 4.02074 valid_1's rmse: 4.02285 [53] valid_0's rmse: 4.01455 valid_1's rmse: 4.01821 [54] valid_0's rmse: 4.00244 valid_1's rmse: 4.0064 [55] valid_0's rmse: 3.99393 valid_1's rmse: 3.99788 [56] valid_0's rmse: 3.9839 valid_1's rmse: 3.98856 [57] valid_0's rmse: 3.98151 valid_1's rmse: 3.98724 [58] valid_0's rmse: 3.97695 valid_1's rmse: 3.98396 [59] valid_0's rmse: 3.97018 valid_1's rmse: 3.978 [60] valid_0's rmse: 3.96606 valid_1's rmse: 3.97524 [61] valid_0's rmse: 3.95978 valid_1's rmse: 3.97062 [62] valid_0's rmse: 3.95536 valid_1's rmse: 3.96632 [63] valid_0's rmse: 3.95124 valid_1's rmse: 3.9627 [64] valid_0's rmse: 3.94779 valid_1's rmse: 3.96057 [65] valid_0's rmse: 3.94387 valid_1's rmse: 3.95829 [66] valid_0's rmse: 3.93801 valid_1's rmse: 3.95342 [67] valid_0's rmse: 3.93224 valid_1's rmse: 3.94807 [68] valid_0's rmse: 3.92771 valid_1's rmse: 3.9443 [69] valid_0's rmse: 3.92127 valid_1's rmse: 3.93827 [70] valid_0's rmse: 3.91899 valid_1's rmse: 3.93648 [71] valid_0's rmse: 3.91304 valid_1's rmse: 3.93099 [72] valid_0's rmse: 3.90871 valid_1's rmse: 3.92842 [73] valid_0's rmse: 3.90576 valid_1's rmse: 3.92644 [74] valid_0's rmse: 3.90062 valid_1's rmse: 3.92275 [75] valid_0's rmse: 3.89355 valid_1's rmse: 3.91618 [76] valid_0's rmse: 3.89045 valid_1's rmse: 3.91392 [77] valid_0's rmse: 3.88706 valid_1's rmse: 3.91152 [78] valid_0's rmse: 3.88274 valid_1's rmse: 3.90798 [79] valid_0's rmse: 3.87759 valid_1's rmse: 3.90364 [80] valid_0's rmse: 3.8714 valid_1's rmse: 3.89828 [81] valid_0's rmse: 3.86444 valid_1's rmse: 3.89204 [82] valid_0's rmse: 3.86103 valid_1's rmse: 3.88982 [83] valid_0's rmse: 3.85807 valid_1's rmse: 3.88821 [84] valid_0's rmse: 3.85537 valid_1's rmse: 3.88639 [85] valid_0's rmse: 3.85097 valid_1's rmse: 3.88236 [86] valid_0's rmse: 3.84912 valid_1's rmse: 3.88114 [87] valid_0's rmse: 3.84455 valid_1's rmse: 3.87693 [88] valid_0's rmse: 3.84064 valid_1's rmse: 3.87328 [89] valid_0's rmse: 3.83682 valid_1's rmse: 3.86969 [90] valid_0's rmse: 3.83435 valid_1's rmse: 3.86849 [91] valid_0's rmse: 3.83061 valid_1's rmse: 3.86525 [92] valid_0's rmse: 3.82828 valid_1's rmse: 3.86355 [93] valid_0's rmse: 3.82628 valid_1's rmse: 3.86219 [94] valid_0's rmse: 3.82151 valid_1's rmse: 3.85798 [95] valid_0's rmse: 3.82022 valid_1's rmse: 3.85696 [96] valid_0's rmse: 3.81791 valid_1's rmse: 3.8553 [97] valid_0's rmse: 3.81516 valid_1's rmse: 3.85369 [98] valid_0's rmse: 3.81186 valid_1's rmse: 3.85122 [99] valid_0's rmse: 3.80902 valid_1's rmse: 3.84944 [100] valid_0's rmse: 3.80625 valid_1's rmse: 3.84767 [101] valid_0's rmse: 3.80377 valid_1's rmse: 3.84624 [102] valid_0's rmse: 3.80171 valid_1's rmse: 3.84522 [103] valid_0's rmse: 3.7996 valid_1's rmse: 3.84424 [104] valid_0's rmse: 3.79607 valid_1's rmse: 3.84128 [105] valid_0's rmse: 3.79375 valid_1's rmse: 3.84056 [106] valid_0's rmse: 3.79089 valid_1's rmse: 3.83803 [107] valid_0's rmse: 3.78745 valid_1's rmse: 3.83502 [108] valid_0's rmse: 3.78542 valid_1's rmse: 3.83353 [109] valid_0's rmse: 3.7822 valid_1's rmse: 3.83075 [110] valid_0's rmse: 3.78024 valid_1's rmse: 3.82941 [111] valid_0's rmse: 3.77858 valid_1's rmse: 3.82894 [112] valid_0's rmse: 3.77668 valid_1's rmse: 3.82749 [113] valid_0's rmse: 3.77528 valid_1's rmse: 3.82748 [114] valid_0's rmse: 3.77188 valid_1's rmse: 3.82436 [115] valid_0's rmse: 3.77003 valid_1's rmse: 3.82335 [116] valid_0's rmse: 3.76799 valid_1's rmse: 3.82175 [117] valid_0's rmse: 3.76538 valid_1's rmse: 3.8193 [118] valid_0's rmse: 3.76303 valid_1's rmse: 3.81725 [119] valid_0's rmse: 3.76045 valid_1's rmse: 3.81535 [120] valid_0's rmse: 3.75879 valid_1's rmse: 3.81456 [121] valid_0's rmse: 3.75656 valid_1's rmse: 3.81422 [122] valid_0's rmse: 3.75571 valid_1's rmse: 3.8135 [123] valid_0's rmse: 3.75393 valid_1's rmse: 3.8132 [124] valid_0's rmse: 3.75207 valid_1's rmse: 3.8115 [125] valid_0's rmse: 3.74986 valid_1's rmse: 3.81038 [126] valid_0's rmse: 3.74648 valid_1's rmse: 3.80735 [127] valid_0's rmse: 3.74422 valid_1's rmse: 3.8065 [128] valid_0's rmse: 3.74208 valid_1's rmse: 3.80485 [129] valid_0's rmse: 3.73951 valid_1's rmse: 3.80254 [130] valid_0's rmse: 3.73804 valid_1's rmse: 3.80155 [131] valid_0's rmse: 3.73477 valid_1's rmse: 3.79848 [132] valid_0's rmse: 3.7323 valid_1's rmse: 3.79618 [133] valid_0's rmse: 3.73109 valid_1's rmse: 3.79563 [134] valid_0's rmse: 3.72853 valid_1's rmse: 3.79325 [135] valid_0's rmse: 3.72646 valid_1's rmse: 3.79189 [136] valid_0's rmse: 3.72434 valid_1's rmse: 3.79099 [137] valid_0's rmse: 3.72335 valid_1's rmse: 3.79072 [138] valid_0's rmse: 3.7217 valid_1's rmse: 3.78964 [139] valid_0's rmse: 3.71932 valid_1's rmse: 3.7878 [140] valid_0's rmse: 3.71817 valid_1's rmse: 3.78746 [141] valid_0's rmse: 3.71623 valid_1's rmse: 3.78698 [142] valid_0's rmse: 3.71401 valid_1's rmse: 3.78678 [143] valid_0's rmse: 3.71245 valid_1's rmse: 3.78613 [144] valid_0's rmse: 3.71047 valid_1's rmse: 3.78469 [145] valid_0's rmse: 3.709 valid_1's rmse: 3.78435 [146] valid_0's rmse: 3.70701 valid_1's rmse: 3.78273 [147] valid_0's rmse: 3.70556 valid_1's rmse: 3.78265 [148] valid_0's rmse: 3.70368 valid_1's rmse: 3.78284 [149] valid_0's rmse: 3.70234 valid_1's rmse: 3.78251 [150] valid_0's rmse: 3.701 valid_1's rmse: 3.782 [151] valid_0's rmse: 3.69899 valid_1's rmse: 3.78081 [152] valid_0's rmse: 3.6973 valid_1's rmse: 3.78008 [153] valid_0's rmse: 3.6961 valid_1's rmse: 3.77989 [154] valid_0's rmse: 3.69466 valid_1's rmse: 3.77875 [155] valid_0's rmse: 3.69273 valid_1's rmse: 3.77808 [156] valid_0's rmse: 3.69053 valid_1's rmse: 3.77599 [157] valid_0's rmse: 3.68918 valid_1's rmse: 3.77482 [158] valid_0's rmse: 3.68784 valid_1's rmse: 3.77466 [159] valid_0's rmse: 3.68645 valid_1's rmse: 3.77329 [160] valid_0's rmse: 3.68481 valid_1's rmse: 3.77179 [161] valid_0's rmse: 3.68292 valid_1's rmse: 3.77034 [162] valid_0's rmse: 3.68141 valid_1's rmse: 3.76941 [163] valid_0's rmse: 3.67971 valid_1's rmse: 3.76862 [164] valid_0's rmse: 3.6782 valid_1's rmse: 3.76752 [165] valid_0's rmse: 3.67712 valid_1's rmse: 3.76748 [166] valid_0's rmse: 3.67593 valid_1's rmse: 3.76676 [167] valid_0's rmse: 3.67428 valid_1's rmse: 3.76682 [168] valid_0's rmse: 3.67312 valid_1's rmse: 3.76585 [169] valid_0's rmse: 3.67174 valid_1's rmse: 3.76537 [170] valid_0's rmse: 3.67048 valid_1's rmse: 3.76489 [171] valid_0's rmse: 3.66925 valid_1's rmse: 3.76457 [172] valid_0's rmse: 3.66782 valid_1's rmse: 3.76441 [173] valid_0's rmse: 3.66672 valid_1's rmse: 3.7643 [174] valid_0's rmse: 3.66433 valid_1's rmse: 3.76214 [175] valid_0's rmse: 3.66339 valid_1's rmse: 3.76236 [176] valid_0's rmse: 3.66219 valid_1's rmse: 3.7617 [177] valid_0's rmse: 3.66111 valid_1's rmse: 3.76135 [178] valid_0's rmse: 3.6593 valid_1's rmse: 3.75956 [179] valid_0's rmse: 3.65755 valid_1's rmse: 3.75809 [180] valid_0's rmse: 3.65631 valid_1's rmse: 3.75784 [181] valid_0's rmse: 3.65471 valid_1's rmse: 3.75693 [182] valid_0's rmse: 3.65368 valid_1's rmse: 3.75648 [183] valid_0's rmse: 3.65239 valid_1's rmse: 3.75609 [184] valid_0's rmse: 3.6513 valid_1's rmse: 3.75579 [185] valid_0's rmse: 3.6498 valid_1's rmse: 3.75479 [186] valid_0's rmse: 3.64881 valid_1's rmse: 3.7543 [187] valid_0's rmse: 3.64762 valid_1's rmse: 3.7537 [188] valid_0's rmse: 3.64679 valid_1's rmse: 3.7537 [189] valid_0's rmse: 3.64542 valid_1's rmse: 3.75246 [190] valid_0's rmse: 3.64482 valid_1's rmse: 3.7522 [191] valid_0's rmse: 3.64371 valid_1's rmse: 3.75146 [192] valid_0's rmse: 3.64259 valid_1's rmse: 3.75076 [193] valid_0's rmse: 3.64117 valid_1's rmse: 3.74978 [194] valid_0's rmse: 3.63951 valid_1's rmse: 3.74867 [195] valid_0's rmse: 3.6387 valid_1's rmse: 3.74843 [196] valid_0's rmse: 3.63776 valid_1's rmse: 3.74764 [197] valid_0's rmse: 3.63686 valid_1's rmse: 3.74727 [198] valid_0's rmse: 3.63591 valid_1's rmse: 3.7469 [199] valid_0's rmse: 3.63462 valid_1's rmse: 3.74673 [200] valid_0's rmse: 3.63371 valid_1's rmse: 3.74668 [201] valid_0's rmse: 3.63286 valid_1's rmse: 3.74659 [202] valid_0's rmse: 3.63168 valid_1's rmse: 3.74609 [203] valid_0's rmse: 3.63089 valid_1's rmse: 3.74581 [204] valid_0's rmse: 3.62973 valid_1's rmse: 3.74518 [205] valid_0's rmse: 3.62861 valid_1's rmse: 3.74463 [206] valid_0's rmse: 3.62789 valid_1's rmse: 3.74441 [207] valid_0's rmse: 3.62686 valid_1's rmse: 3.74394 [208] valid_0's rmse: 3.6261 valid_1's rmse: 3.74336 [209] valid_0's rmse: 3.62514 valid_1's rmse: 3.74291 [210] valid_0's rmse: 3.62451 valid_1's rmse: 3.74268 [211] valid_0's rmse: 3.62364 valid_1's rmse: 3.74244 [212] valid_0's rmse: 3.62239 valid_1's rmse: 3.74222 [213] valid_0's rmse: 3.62168 valid_1's rmse: 3.74194 [214] valid_0's rmse: 3.62064 valid_1's rmse: 3.74159 [215] valid_0's rmse: 3.61981 valid_1's rmse: 3.74168 [216] valid_0's rmse: 3.61824 valid_1's rmse: 3.74076 [217] valid_0's rmse: 3.61704 valid_1's rmse: 3.73974 [218] valid_0's rmse: 3.61522 valid_1's rmse: 3.73834 [219] valid_0's rmse: 3.61423 valid_1's rmse: 3.73772 [220] valid_0's rmse: 3.61302 valid_1's rmse: 3.73718 [221] valid_0's rmse: 3.61226 valid_1's rmse: 3.73668 [222] valid_0's rmse: 3.61125 valid_1's rmse: 3.73605 [223] valid_0's rmse: 3.60997 valid_1's rmse: 3.73619 [224] valid_0's rmse: 3.60899 valid_1's rmse: 3.73606 [225] valid_0's rmse: 3.60774 valid_1's rmse: 3.73546 [226] valid_0's rmse: 3.60687 valid_1's rmse: 3.73511 [227] valid_0's rmse: 3.60563 valid_1's rmse: 3.73403 [228] valid_0's rmse: 3.60509 valid_1's rmse: 3.73369 [229] valid_0's rmse: 3.60396 valid_1's rmse: 3.73322 [230] valid_0's rmse: 3.60336 valid_1's rmse: 3.73314 [231] valid_0's rmse: 3.60252 valid_1's rmse: 3.7328 [232] valid_0's rmse: 3.60192 valid_1's rmse: 3.73254 [233] valid_0's rmse: 3.60125 valid_1's rmse: 3.73211 [234] valid_0's rmse: 3.60035 valid_1's rmse: 3.73171 [235] valid_0's rmse: 3.59938 valid_1's rmse: 3.7313 [236] valid_0's rmse: 3.59818 valid_1's rmse: 3.73113 [237] valid_0's rmse: 3.59747 valid_1's rmse: 3.73076 [238] valid_0's rmse: 3.59681 valid_1's rmse: 3.7305 [239] valid_0's rmse: 3.59619 valid_1's rmse: 3.73049 [240] valid_0's rmse: 3.59524 valid_1's rmse: 3.72995 [241] valid_0's rmse: 3.59436 valid_1's rmse: 3.72958 [242] valid_0's rmse: 3.59341 valid_1's rmse: 3.7289 [243] valid_0's rmse: 3.59238 valid_1's rmse: 3.72824 [244] valid_0's rmse: 3.59144 valid_1's rmse: 3.72836 [245] valid_0's rmse: 3.59062 valid_1's rmse: 3.72782 [246] valid_0's rmse: 3.58933 valid_1's rmse: 3.72806 [247] valid_0's rmse: 3.5885 valid_1's rmse: 3.72806 [248] valid_0's rmse: 3.58774 valid_1's rmse: 3.72788 [249] valid_0's rmse: 3.58697 valid_1's rmse: 3.72805 [250] valid_0's rmse: 3.58631 valid_1's rmse: 3.72788 [251] valid_0's rmse: 3.58525 valid_1's rmse: 3.72714 [252] valid_0's rmse: 3.58422 valid_1's rmse: 3.72705 [253] valid_0's rmse: 3.58322 valid_1's rmse: 3.72674 [254] valid_0's rmse: 3.58171 valid_1's rmse: 3.72685 [255] valid_0's rmse: 3.58094 valid_1's rmse: 3.72707 [256] valid_0's rmse: 3.58007 valid_1's rmse: 3.7265 [257] valid_0's rmse: 3.57936 valid_1's rmse: 3.72612 [258] valid_0's rmse: 3.57812 valid_1's rmse: 3.72519 [259] valid_0's rmse: 3.57714 valid_1's rmse: 3.72519 [260] valid_0's rmse: 3.57608 valid_1's rmse: 3.72457 [261] valid_0's rmse: 3.57541 valid_1's rmse: 3.72436 [262] valid_0's rmse: 3.57499 valid_1's rmse: 3.72435 [263] valid_0's rmse: 3.57441 valid_1's rmse: 3.72416 [264] valid_0's rmse: 3.57323 valid_1's rmse: 3.72321 [265] valid_0's rmse: 3.57249 valid_1's rmse: 3.72305 [266] valid_0's rmse: 3.57156 valid_1's rmse: 3.72234 [267] valid_0's rmse: 3.57116 valid_1's rmse: 3.7223 [268] valid_0's rmse: 3.56997 valid_1's rmse: 3.72147 [269] valid_0's rmse: 3.56921 valid_1's rmse: 3.7215 [270] valid_0's rmse: 3.56776 valid_1's rmse: 3.7216 [271] valid_0's rmse: 3.56687 valid_1's rmse: 3.72163 [272] valid_0's rmse: 3.56609 valid_1's rmse: 3.7214 [273] valid_0's rmse: 3.56554 valid_1's rmse: 3.72131 [274] valid_0's rmse: 3.56518 valid_1's rmse: 3.72112 [275] valid_0's rmse: 3.56429 valid_1's rmse: 3.72061 [276] valid_0's rmse: 3.56366 valid_1's rmse: 3.72074 [277] valid_0's rmse: 3.56294 valid_1's rmse: 3.72057 [278] valid_0's rmse: 3.56223 valid_1's rmse: 3.72048 [279] valid_0's rmse: 3.56095 valid_1's rmse: 3.72016 [280] valid_0's rmse: 3.56019 valid_1's rmse: 3.71992 [281] valid_0's rmse: 3.5594 valid_1's rmse: 3.71957 [282] valid_0's rmse: 3.55846 valid_1's rmse: 3.71871 [283] valid_0's rmse: 3.55774 valid_1's rmse: 3.71836 [284] valid_0's rmse: 3.55689 valid_1's rmse: 3.71807 [285] valid_0's rmse: 3.55575 valid_1's rmse: 3.71727 [286] valid_0's rmse: 3.55516 valid_1's rmse: 3.71724 [287] valid_0's rmse: 3.55417 valid_1's rmse: 3.71717 [288] valid_0's rmse: 3.55368 valid_1's rmse: 3.71696 [289] valid_0's rmse: 3.55292 valid_1's rmse: 3.71655 [290] valid_0's rmse: 3.55234 valid_1's rmse: 3.71645 [291] valid_0's rmse: 3.55157 valid_1's rmse: 3.71642 [292] valid_0's rmse: 3.55111 valid_1's rmse: 3.71634 [293] valid_0's rmse: 3.5508 valid_1's rmse: 3.71621 [294] valid_0's rmse: 3.55034 valid_1's rmse: 3.71621 [295] valid_0's rmse: 3.54969 valid_1's rmse: 3.7158 [296] valid_0's rmse: 3.54872 valid_1's rmse: 3.71529 [297] valid_0's rmse: 3.54777 valid_1's rmse: 3.71477 [298] valid_0's rmse: 3.54707 valid_1's rmse: 3.71443 [299] valid_0's rmse: 3.54616 valid_1's rmse: 3.71428 [300] valid_0's rmse: 3.54535 valid_1's rmse: 3.71413 [301] valid_0's rmse: 3.54449 valid_1's rmse: 3.71377 [302] valid_0's rmse: 3.54349 valid_1's rmse: 3.71357 [303] valid_0's rmse: 3.54269 valid_1's rmse: 3.71358 [304] valid_0's rmse: 3.54197 valid_1's rmse: 3.71396 [305] valid_0's rmse: 3.54114 valid_1's rmse: 3.71367 [306] valid_0's rmse: 3.54051 valid_1's rmse: 3.71322 [307] valid_0's rmse: 3.54002 valid_1's rmse: 3.71314 [308] valid_0's rmse: 3.53966 valid_1's rmse: 3.71316 [309] valid_0's rmse: 3.53884 valid_1's rmse: 3.71252 [310] valid_0's rmse: 3.53836 valid_1's rmse: 3.71228 [311] valid_0's rmse: 3.53761 valid_1's rmse: 3.71214 [312] valid_0's rmse: 3.53681 valid_1's rmse: 3.71159 [313] valid_0's rmse: 3.53587 valid_1's rmse: 3.71091 [314] valid_0's rmse: 3.53511 valid_1's rmse: 3.71048 [315] valid_0's rmse: 3.53431 valid_1's rmse: 3.71004 [316] valid_0's rmse: 3.53391 valid_1's rmse: 3.7103 [317] valid_0's rmse: 3.53331 valid_1's rmse: 3.71019 [318] valid_0's rmse: 3.53258 valid_1's rmse: 3.71024 [319] valid_0's rmse: 3.53212 valid_1's rmse: 3.71013 [320] valid_0's rmse: 3.53176 valid_1's rmse: 3.71007 [321] valid_0's rmse: 3.53046 valid_1's rmse: 3.71026 [322] valid_0's rmse: 3.52882 valid_1's rmse: 3.70905 [323] valid_0's rmse: 3.52799 valid_1's rmse: 3.70896 [324] valid_0's rmse: 3.52766 valid_1's rmse: 3.70895 [325] valid_0's rmse: 3.52713 valid_1's rmse: 3.70883 [326] valid_0's rmse: 3.52646 valid_1's rmse: 3.70881 [327] valid_0's rmse: 3.52578 valid_1's rmse: 3.70827 [328] valid_0's rmse: 3.52494 valid_1's rmse: 3.70808 [329] valid_0's rmse: 3.5244 valid_1's rmse: 3.70821 [330] valid_0's rmse: 3.52369 valid_1's rmse: 3.70836 [331] valid_0's rmse: 3.52292 valid_1's rmse: 3.70807 [332] valid_0's rmse: 3.52228 valid_1's rmse: 3.70771 [333] valid_0's rmse: 3.52188 valid_1's rmse: 3.70776 [334] valid_0's rmse: 3.52131 valid_1's rmse: 3.70736 [335] valid_0's rmse: 3.52031 valid_1's rmse: 3.70686 [336] valid_0's rmse: 3.51936 valid_1's rmse: 3.7068 [337] valid_0's rmse: 3.51868 valid_1's rmse: 3.70657 [338] valid_0's rmse: 3.51818 valid_1's rmse: 3.70634 [339] valid_0's rmse: 3.51721 valid_1's rmse: 3.70642 [340] valid_0's rmse: 3.5163 valid_1's rmse: 3.70634 [341] valid_0's rmse: 3.5155 valid_1's rmse: 3.70619 [342] valid_0's rmse: 3.51496 valid_1's rmse: 3.70627 [343] valid_0's rmse: 3.51461 valid_1's rmse: 3.70624 [344] valid_0's rmse: 3.51387 valid_1's rmse: 3.70579 [345] valid_0's rmse: 3.51332 valid_1's rmse: 3.70553 [346] valid_0's rmse: 3.51264 valid_1's rmse: 3.70497 [347] valid_0's rmse: 3.5119 valid_1's rmse: 3.70496 [348] valid_0's rmse: 3.51126 valid_1's rmse: 3.70472 [349] valid_0's rmse: 3.51093 valid_1's rmse: 3.70467 [350] valid_0's rmse: 3.50992 valid_1's rmse: 3.7046 [351] valid_0's rmse: 3.50901 valid_1's rmse: 3.70401 [352] valid_0's rmse: 3.50831 valid_1's rmse: 3.70407 [353] valid_0's rmse: 3.50768 valid_1's rmse: 3.70408 [354] valid_0's rmse: 3.50695 valid_1's rmse: 3.70375 [355] valid_0's rmse: 3.50615 valid_1's rmse: 3.7036 [356] valid_0's rmse: 3.50559 valid_1's rmse: 3.70365 [357] valid_0's rmse: 3.50453 valid_1's rmse: 3.70283 [358] valid_0's rmse: 3.50412 valid_1's rmse: 3.70286 [359] valid_0's rmse: 3.50354 valid_1's rmse: 3.70258 [360] valid_0's rmse: 3.50296 valid_1's rmse: 3.70266 [361] valid_0's rmse: 3.50214 valid_1's rmse: 3.70265 [362] valid_0's rmse: 3.50101 valid_1's rmse: 3.70259 [363] valid_0's rmse: 3.50064 valid_1's rmse: 3.70246 [364] valid_0's rmse: 3.50002 valid_1's rmse: 3.70245 [365] valid_0's rmse: 3.49923 valid_1's rmse: 3.70246 [366] valid_0's rmse: 3.49855 valid_1's rmse: 3.70238 [367] valid_0's rmse: 3.49826 valid_1's rmse: 3.70257 [368] valid_0's rmse: 3.49791 valid_1's rmse: 3.70243 [369] valid_0's rmse: 3.49717 valid_1's rmse: 3.70215 [370] valid_0's rmse: 3.49656 valid_1's rmse: 3.70222 [371] valid_0's rmse: 3.49596 valid_1's rmse: 3.70188 [372] valid_0's rmse: 3.49529 valid_1's rmse: 3.70183 [373] valid_0's rmse: 3.49479 valid_1's rmse: 3.70175 [374] valid_0's rmse: 3.49436 valid_1's rmse: 3.70165 [375] valid_0's rmse: 3.4937 valid_1's rmse: 3.70174 [376] valid_0's rmse: 3.49299 valid_1's rmse: 3.70176 [377] valid_0's rmse: 3.49246 valid_1's rmse: 3.70155 [378] valid_0's rmse: 3.492 valid_1's rmse: 3.70146 [379] valid_0's rmse: 3.49112 valid_1's rmse: 3.7014 [380] valid_0's rmse: 3.49081 valid_1's rmse: 3.70131 [381] valid_0's rmse: 3.49038 valid_1's rmse: 3.70115 [382] valid_0's rmse: 3.48966 valid_1's rmse: 3.70124 [383] valid_0's rmse: 3.48916 valid_1's rmse: 3.70133 [384] valid_0's rmse: 3.48866 valid_1's rmse: 3.70161 [385] valid_0's rmse: 3.48822 valid_1's rmse: 3.70158 [386] valid_0's rmse: 3.48752 valid_1's rmse: 3.70159 [387] valid_0's rmse: 3.48691 valid_1's rmse: 3.70158 [388] valid_0's rmse: 3.48588 valid_1's rmse: 3.70128 [389] valid_0's rmse: 3.48562 valid_1's rmse: 3.7014 [390] valid_0's rmse: 3.48513 valid_1's rmse: 3.70121 [391] valid_0's rmse: 3.48446 valid_1's rmse: 3.70106 [392] valid_0's rmse: 3.48395 valid_1's rmse: 3.701 [393] valid_0's rmse: 3.48334 valid_1's rmse: 3.70052 [394] valid_0's rmse: 3.48282 valid_1's rmse: 3.70019 [395] valid_0's rmse: 3.48232 valid_1's rmse: 3.70012 [396] valid_0's rmse: 3.48199 valid_1's rmse: 3.69994 [397] valid_0's rmse: 3.48152 valid_1's rmse: 3.69983 [398] valid_0's rmse: 3.48108 valid_1's rmse: 3.6996 [399] valid_0's rmse: 3.48044 valid_1's rmse: 3.69935 [400] valid_0's rmse: 3.47986 valid_1's rmse: 3.69921 [401] valid_0's rmse: 3.47905 valid_1's rmse: 3.69935 [402] valid_0's rmse: 3.47846 valid_1's rmse: 3.69948 [403] valid_0's rmse: 3.47785 valid_1's rmse: 3.69954 [404] valid_0's rmse: 3.47749 valid_1's rmse: 3.69976 [405] valid_0's rmse: 3.47701 valid_1's rmse: 3.69994 [406] valid_0's rmse: 3.47639 valid_1's rmse: 3.70027 [407] valid_0's rmse: 3.47519 valid_1's rmse: 3.7005 [408] valid_0's rmse: 3.47492 valid_1's rmse: 3.70039 [409] valid_0's rmse: 3.4744 valid_1's rmse: 3.70044 [410] valid_0's rmse: 3.47374 valid_1's rmse: 3.70046 [411] valid_0's rmse: 3.47315 valid_1's rmse: 3.70059 [412] valid_0's rmse: 3.47269 valid_1's rmse: 3.70025 [413] valid_0's rmse: 3.47228 valid_1's rmse: 3.70023 [414] valid_0's rmse: 3.47176 valid_1's rmse: 3.70039 [415] valid_0's rmse: 3.4711 valid_1's rmse: 3.70043 [416] valid_0's rmse: 3.47063 valid_1's rmse: 3.70026 [417] valid_0's rmse: 3.47008 valid_1's rmse: 3.70011 [418] valid_0's rmse: 3.46951 valid_1's rmse: 3.70045 [419] valid_0's rmse: 3.46922 valid_1's rmse: 3.70033 [420] valid_0's rmse: 3.4686 valid_1's rmse: 3.70012 Early stopping, best iteration is: [400] valid_0's rmse: 3.47986 valid_1's rmse: 3.69921 SCORE: 3.6992132789800256 [1] valid_0's rmse: 8.96762 valid_1's rmse: 8.92658 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38723 valid_1's rmse: 8.34705 [3] valid_0's rmse: 7.86008 valid_1's rmse: 7.82148 [4] valid_0's rmse: 7.40536 valid_1's rmse: 7.36909 [5] valid_0's rmse: 7.00986 valid_1's rmse: 6.97444 [6] valid_0's rmse: 6.66531 valid_1's rmse: 6.63159 [7] valid_0's rmse: 6.37969 valid_1's rmse: 6.34792 [8] valid_0's rmse: 6.12178 valid_1's rmse: 6.09002 [9] valid_0's rmse: 5.88572 valid_1's rmse: 5.85405 [10] valid_0's rmse: 5.68396 valid_1's rmse: 5.65271 [11] valid_0's rmse: 5.49522 valid_1's rmse: 5.46501 [12] valid_0's rmse: 5.34724 valid_1's rmse: 5.31853 [13] valid_0's rmse: 5.21802 valid_1's rmse: 5.19 [14] valid_0's rmse: 5.10058 valid_1's rmse: 5.0737 [15] valid_0's rmse: 4.98834 valid_1's rmse: 4.96181 [16] valid_0's rmse: 4.88491 valid_1's rmse: 4.85934 [17] valid_0's rmse: 4.81604 valid_1's rmse: 4.79059 [18] valid_0's rmse: 4.73686 valid_1's rmse: 4.71279 [19] valid_0's rmse: 4.67559 valid_1's rmse: 4.65239 [20] valid_0's rmse: 4.61968 valid_1's rmse: 4.59645 [21] valid_0's rmse: 4.57238 valid_1's rmse: 4.54913 [22] valid_0's rmse: 4.52525 valid_1's rmse: 4.50229 [23] valid_0's rmse: 4.49425 valid_1's rmse: 4.47273 [24] valid_0's rmse: 4.46211 valid_1's rmse: 4.44182 [25] valid_0's rmse: 4.42449 valid_1's rmse: 4.40474 [26] valid_0's rmse: 4.38922 valid_1's rmse: 4.37008 [27] valid_0's rmse: 4.36644 valid_1's rmse: 4.34783 [28] valid_0's rmse: 4.32926 valid_1's rmse: 4.31088 [29] valid_0's rmse: 4.30922 valid_1's rmse: 4.29185 [30] valid_0's rmse: 4.28009 valid_1's rmse: 4.26283 [31] valid_0's rmse: 4.25239 valid_1's rmse: 4.23577 [32] valid_0's rmse: 4.23125 valid_1's rmse: 4.21495 [33] valid_0's rmse: 4.2206 valid_1's rmse: 4.20577 [34] valid_0's rmse: 4.20463 valid_1's rmse: 4.19033 [35] valid_0's rmse: 4.18409 valid_1's rmse: 4.17071 [36] valid_0's rmse: 4.17722 valid_1's rmse: 4.16474 [37] valid_0's rmse: 4.16669 valid_1's rmse: 4.15513 [38] valid_0's rmse: 4.14747 valid_1's rmse: 4.1376 [39] valid_0's rmse: 4.14164 valid_1's rmse: 4.133 [40] valid_0's rmse: 4.13545 valid_1's rmse: 4.12756 [41] valid_0's rmse: 4.12975 valid_1's rmse: 4.12305 [42] valid_0's rmse: 4.11208 valid_1's rmse: 4.10594 [43] valid_0's rmse: 4.10124 valid_1's rmse: 4.096 [44] valid_0's rmse: 4.08992 valid_1's rmse: 4.08531 [45] valid_0's rmse: 4.07902 valid_1's rmse: 4.07682 [46] valid_0's rmse: 4.07433 valid_1's rmse: 4.0728 [47] valid_0's rmse: 4.06575 valid_1's rmse: 4.06479 [48] valid_0's rmse: 4.05371 valid_1's rmse: 4.05301 [49] valid_0's rmse: 4.05007 valid_1's rmse: 4.05044 [50] valid_0's rmse: 4.04341 valid_1's rmse: 4.0453 [51] valid_0's rmse: 4.03573 valid_1's rmse: 4.03844 [52] valid_0's rmse: 4.02589 valid_1's rmse: 4.02923 [53] valid_0's rmse: 4.0195 valid_1's rmse: 4.02501 [54] valid_0's rmse: 4.01036 valid_1's rmse: 4.01619 [55] valid_0's rmse: 3.99851 valid_1's rmse: 4.00434 [56] valid_0's rmse: 3.98719 valid_1's rmse: 3.99378 [57] valid_0's rmse: 3.98474 valid_1's rmse: 3.99232 [58] valid_0's rmse: 3.98061 valid_1's rmse: 3.98846 [59] valid_0's rmse: 3.97289 valid_1's rmse: 3.98142 [60] valid_0's rmse: 3.96439 valid_1's rmse: 3.9736 [61] valid_0's rmse: 3.95893 valid_1's rmse: 3.97033 [62] valid_0's rmse: 3.95595 valid_1's rmse: 3.96839 [63] valid_0's rmse: 3.95063 valid_1's rmse: 3.96316 [64] valid_0's rmse: 3.94677 valid_1's rmse: 3.96002 [65] valid_0's rmse: 3.9421 valid_1's rmse: 3.95708 [66] valid_0's rmse: 3.93759 valid_1's rmse: 3.954 [67] valid_0's rmse: 3.93376 valid_1's rmse: 3.95049 [68] valid_0's rmse: 3.9295 valid_1's rmse: 3.94735 [69] valid_0's rmse: 3.92346 valid_1's rmse: 3.94168 [70] valid_0's rmse: 3.92138 valid_1's rmse: 3.94063 [71] valid_0's rmse: 3.91738 valid_1's rmse: 3.93732 [72] valid_0's rmse: 3.91242 valid_1's rmse: 3.93418 [73] valid_0's rmse: 3.90952 valid_1's rmse: 3.93211 [74] valid_0's rmse: 3.90423 valid_1's rmse: 3.92791 [75] valid_0's rmse: 3.89724 valid_1's rmse: 3.92108 [76] valid_0's rmse: 3.8932 valid_1's rmse: 3.91777 [77] valid_0's rmse: 3.89101 valid_1's rmse: 3.91673 [78] valid_0's rmse: 3.88696 valid_1's rmse: 3.91304 [79] valid_0's rmse: 3.88175 valid_1's rmse: 3.90834 [80] valid_0's rmse: 3.87824 valid_1's rmse: 3.90558 [81] valid_0's rmse: 3.87251 valid_1's rmse: 3.90033 [82] valid_0's rmse: 3.86916 valid_1's rmse: 3.89822 [83] valid_0's rmse: 3.86573 valid_1's rmse: 3.89688 [84] valid_0's rmse: 3.86266 valid_1's rmse: 3.89468 [85] valid_0's rmse: 3.86001 valid_1's rmse: 3.8925 [86] valid_0's rmse: 3.85643 valid_1's rmse: 3.89032 [87] valid_0's rmse: 3.85291 valid_1's rmse: 3.88705 [88] valid_0's rmse: 3.85004 valid_1's rmse: 3.88463 [89] valid_0's rmse: 3.84508 valid_1's rmse: 3.87992 [90] valid_0's rmse: 3.8432 valid_1's rmse: 3.87893 [91] valid_0's rmse: 3.84033 valid_1's rmse: 3.87676 [92] valid_0's rmse: 3.83718 valid_1's rmse: 3.87469 [93] valid_0's rmse: 3.83511 valid_1's rmse: 3.87297 [94] valid_0's rmse: 3.83033 valid_1's rmse: 3.86859 [95] valid_0's rmse: 3.82758 valid_1's rmse: 3.86689 [96] valid_0's rmse: 3.82501 valid_1's 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valid_0's rmse: 3.38682 valid_1's rmse: 3.67134 [617] valid_0's rmse: 3.38646 valid_1's rmse: 3.67152 [618] valid_0's rmse: 3.38595 valid_1's rmse: 3.67147 [619] valid_0's rmse: 3.38536 valid_1's rmse: 3.67128 [620] valid_0's rmse: 3.38478 valid_1's rmse: 3.67094 [621] valid_0's rmse: 3.38436 valid_1's rmse: 3.67078 [622] valid_0's rmse: 3.38395 valid_1's rmse: 3.67076 [623] valid_0's rmse: 3.3837 valid_1's rmse: 3.67065 [624] valid_0's rmse: 3.38348 valid_1's rmse: 3.6706 [625] valid_0's rmse: 3.38319 valid_1's rmse: 3.67047 [626] valid_0's rmse: 3.38268 valid_1's rmse: 3.67025 [627] valid_0's rmse: 3.38233 valid_1's rmse: 3.67028 [628] valid_0's rmse: 3.38159 valid_1's rmse: 3.67007 [629] valid_0's rmse: 3.38102 valid_1's rmse: 3.66973 [630] valid_0's rmse: 3.38076 valid_1's rmse: 3.66967 [631] valid_0's rmse: 3.38043 valid_1's rmse: 3.66947 [632] valid_0's rmse: 3.38017 valid_1's rmse: 3.66959 [633] valid_0's rmse: 3.3798 valid_1's rmse: 3.66957 [634] valid_0's rmse: 3.37932 valid_1's rmse: 3.66941 [635] valid_0's rmse: 3.37897 valid_1's rmse: 3.66936 [636] valid_0's rmse: 3.37839 valid_1's rmse: 3.66912 [637] valid_0's rmse: 3.37816 valid_1's rmse: 3.66917 [638] valid_0's rmse: 3.37777 valid_1's rmse: 3.66893 [639] valid_0's rmse: 3.37737 valid_1's rmse: 3.66864 [640] valid_0's rmse: 3.37726 valid_1's rmse: 3.66866 [641] valid_0's rmse: 3.37699 valid_1's rmse: 3.66881 [642] valid_0's rmse: 3.37667 valid_1's rmse: 3.6688 [643] valid_0's rmse: 3.37644 valid_1's rmse: 3.66887 [644] valid_0's rmse: 3.37614 valid_1's rmse: 3.6688 [645] valid_0's rmse: 3.37584 valid_1's rmse: 3.66873 [646] valid_0's rmse: 3.37568 valid_1's rmse: 3.6687 [647] valid_0's rmse: 3.37542 valid_1's rmse: 3.6687 [648] valid_0's rmse: 3.37517 valid_1's rmse: 3.66894 [649] valid_0's rmse: 3.37479 valid_1's rmse: 3.66907 [650] valid_0's rmse: 3.37438 valid_1's rmse: 3.66863 [651] valid_0's rmse: 3.3741 valid_1's rmse: 3.66887 [652] valid_0's rmse: 3.37385 valid_1's rmse: 3.66878 [653] valid_0's rmse: 3.37353 valid_1's rmse: 3.6688 [654] valid_0's rmse: 3.37321 valid_1's rmse: 3.66876 [655] valid_0's rmse: 3.37278 valid_1's rmse: 3.66853 [656] valid_0's rmse: 3.37246 valid_1's rmse: 3.66841 [657] valid_0's rmse: 3.37216 valid_1's rmse: 3.66836 [658] valid_0's rmse: 3.37185 valid_1's rmse: 3.66818 [659] valid_0's rmse: 3.37132 valid_1's rmse: 3.66818 [660] valid_0's rmse: 3.37083 valid_1's rmse: 3.66815 [661] valid_0's rmse: 3.37052 valid_1's rmse: 3.66809 [662] valid_0's rmse: 3.37029 valid_1's rmse: 3.66817 [663] valid_0's rmse: 3.36983 valid_1's rmse: 3.66807 [664] valid_0's rmse: 3.36933 valid_1's rmse: 3.66802 [665] valid_0's rmse: 3.3691 valid_1's rmse: 3.66795 [666] valid_0's rmse: 3.36874 valid_1's rmse: 3.66784 [667] valid_0's rmse: 3.36854 valid_1's rmse: 3.66778 [668] valid_0's rmse: 3.36843 valid_1's rmse: 3.66781 [669] valid_0's rmse: 3.3678 valid_1's rmse: 3.6681 [670] valid_0's rmse: 3.36755 valid_1's rmse: 3.66811 [671] valid_0's rmse: 3.36721 valid_1's rmse: 3.66814 [672] valid_0's rmse: 3.36681 valid_1's rmse: 3.66806 [673] valid_0's rmse: 3.36648 valid_1's rmse: 3.66818 [674] valid_0's rmse: 3.36611 valid_1's rmse: 3.66787 [675] valid_0's rmse: 3.36576 valid_1's rmse: 3.66768 [676] valid_0's rmse: 3.36541 valid_1's rmse: 3.66774 [677] valid_0's rmse: 3.36517 valid_1's rmse: 3.66774 [678] valid_0's rmse: 3.36478 valid_1's rmse: 3.66779 [679] valid_0's rmse: 3.36452 valid_1's rmse: 3.66783 [680] valid_0's rmse: 3.36398 valid_1's rmse: 3.66761 [681] valid_0's rmse: 3.36369 valid_1's rmse: 3.6677 [682] valid_0's rmse: 3.36334 valid_1's rmse: 3.6675 [683] valid_0's rmse: 3.36301 valid_1's rmse: 3.66741 [684] valid_0's rmse: 3.36287 valid_1's rmse: 3.66743 [685] valid_0's rmse: 3.36253 valid_1's rmse: 3.66722 [686] valid_0's rmse: 3.36229 valid_1's rmse: 3.66738 [687] valid_0's rmse: 3.36179 valid_1's rmse: 3.66716 [688] valid_0's rmse: 3.36127 valid_1's rmse: 3.66685 [689] valid_0's rmse: 3.36079 valid_1's rmse: 3.66683 [690] valid_0's rmse: 3.36066 valid_1's rmse: 3.66681 [691] valid_0's rmse: 3.36034 valid_1's rmse: 3.66684 [692] valid_0's rmse: 3.36008 valid_1's rmse: 3.66675 [693] valid_0's rmse: 3.3598 valid_1's rmse: 3.66661 [694] valid_0's rmse: 3.35936 valid_1's rmse: 3.66691 [695] valid_0's rmse: 3.35921 valid_1's rmse: 3.66697 [696] valid_0's rmse: 3.35896 valid_1's rmse: 3.66689 [697] valid_0's rmse: 3.35869 valid_1's rmse: 3.66704 [698] valid_0's rmse: 3.35828 valid_1's rmse: 3.66716 [699] valid_0's rmse: 3.35794 valid_1's rmse: 3.66724 [700] valid_0's rmse: 3.35762 valid_1's rmse: 3.66723 [701] valid_0's rmse: 3.35742 valid_1's rmse: 3.66716 [702] valid_0's rmse: 3.35688 valid_1's rmse: 3.66714 [703] valid_0's rmse: 3.35668 valid_1's rmse: 3.66704 [704] valid_0's rmse: 3.35591 valid_1's rmse: 3.66668 [705] valid_0's rmse: 3.35584 valid_1's rmse: 3.66665 [706] valid_0's rmse: 3.35551 valid_1's rmse: 3.66643 [707] valid_0's rmse: 3.35466 valid_1's rmse: 3.66589 [708] valid_0's rmse: 3.35414 valid_1's rmse: 3.66569 [709] valid_0's rmse: 3.35352 valid_1's rmse: 3.66582 [710] valid_0's rmse: 3.35323 valid_1's rmse: 3.66578 [711] valid_0's rmse: 3.35274 valid_1's rmse: 3.66555 [712] valid_0's rmse: 3.35253 valid_1's rmse: 3.66547 [713] valid_0's rmse: 3.35212 valid_1's rmse: 3.66533 [714] valid_0's rmse: 3.35164 valid_1's rmse: 3.6651 [715] valid_0's rmse: 3.35116 valid_1's rmse: 3.66475 [716] valid_0's rmse: 3.35099 valid_1's rmse: 3.66481 [717] valid_0's rmse: 3.35073 valid_1's rmse: 3.66468 [718] valid_0's rmse: 3.35037 valid_1's rmse: 3.66455 [719] valid_0's rmse: 3.34969 valid_1's rmse: 3.6649 [720] valid_0's rmse: 3.34936 valid_1's rmse: 3.66499 [721] valid_0's rmse: 3.34897 valid_1's rmse: 3.66489 [722] valid_0's rmse: 3.34871 valid_1's rmse: 3.66495 [723] valid_0's rmse: 3.34835 valid_1's rmse: 3.66496 [724] valid_0's rmse: 3.34809 valid_1's rmse: 3.66498 [725] valid_0's rmse: 3.34766 valid_1's rmse: 3.66523 [726] valid_0's rmse: 3.34743 valid_1's rmse: 3.6652 [727] valid_0's rmse: 3.34696 valid_1's rmse: 3.66504 [728] valid_0's rmse: 3.34655 valid_1's rmse: 3.665 [729] valid_0's rmse: 3.3463 valid_1's rmse: 3.66493 [730] valid_0's rmse: 3.34598 valid_1's rmse: 3.66479 [731] valid_0's rmse: 3.34572 valid_1's rmse: 3.66482 [732] valid_0's rmse: 3.34535 valid_1's rmse: 3.66496 [733] valid_0's rmse: 3.34488 valid_1's rmse: 3.66508 [734] valid_0's rmse: 3.34447 valid_1's rmse: 3.66528 [735] valid_0's rmse: 3.34419 valid_1's rmse: 3.66529 [736] valid_0's rmse: 3.34389 valid_1's rmse: 3.66531 [737] valid_0's rmse: 3.34358 valid_1's rmse: 3.66513 [738] valid_0's rmse: 3.34325 valid_1's rmse: 3.66518 Early stopping, best iteration is: [718] valid_0's rmse: 3.35037 valid_1's rmse: 3.66455 SCORE: 3.6645469283305445 [1] valid_0's rmse: 8.96582 valid_1's rmse: 8.925 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37967 valid_1's rmse: 8.34036 [3] valid_0's rmse: 7.84913 valid_1's rmse: 7.81138 [4] valid_0's rmse: 7.3837 valid_1's rmse: 7.34741 [5] valid_0's rmse: 6.98586 valid_1's rmse: 6.95098 [6] valid_0's rmse: 6.6446 valid_1's rmse: 6.61114 [7] valid_0's rmse: 6.36003 valid_1's rmse: 6.3282 [8] valid_0's rmse: 6.1031 valid_1's rmse: 6.07196 [9] valid_0's rmse: 5.86585 valid_1's rmse: 5.8354 [10] valid_0's rmse: 5.66039 valid_1's rmse: 5.63051 [11] valid_0's rmse: 5.49629 valid_1's rmse: 5.4671 [12] valid_0's rmse: 5.33773 valid_1's rmse: 5.30896 [13] valid_0's rmse: 5.20956 valid_1's rmse: 5.18166 [14] valid_0's rmse: 5.09795 valid_1's rmse: 5.07115 [15] valid_0's rmse: 4.98388 valid_1's rmse: 4.95748 [16] valid_0's rmse: 4.89337 valid_1's rmse: 4.86795 [17] valid_0's rmse: 4.81451 valid_1's rmse: 4.79008 [18] valid_0's rmse: 4.75217 valid_1's rmse: 4.72879 [19] valid_0's rmse: 4.67086 valid_1's rmse: 4.64821 [20] valid_0's rmse: 4.6093 valid_1's rmse: 4.58699 [21] valid_0's rmse: 4.56414 valid_1's rmse: 4.54312 [22] valid_0's rmse: 4.52886 valid_1's rmse: 4.50977 [23] valid_0's rmse: 4.48293 valid_1's rmse: 4.4647 [24] valid_0's rmse: 4.45035 valid_1's rmse: 4.43399 [25] valid_0's rmse: 4.41483 valid_1's rmse: 4.39872 [26] valid_0's rmse: 4.38941 valid_1's rmse: 4.37424 [27] valid_0's rmse: 4.34872 valid_1's rmse: 4.33353 [28] valid_0's rmse: 4.31185 valid_1's rmse: 4.29731 [29] valid_0's rmse: 4.29615 valid_1's rmse: 4.28209 [30] valid_0's rmse: 4.27973 valid_1's rmse: 4.26616 [31] valid_0's rmse: 4.25558 valid_1's rmse: 4.24309 [32] valid_0's rmse: 4.2274 valid_1's rmse: 4.21534 [33] valid_0's rmse: 4.2124 valid_1's rmse: 4.20029 [34] valid_0's rmse: 4.19894 valid_1's rmse: 4.18752 [35] valid_0's rmse: 4.17682 valid_1's rmse: 4.16635 [36] valid_0's rmse: 4.16982 valid_1's rmse: 4.15976 [37] valid_0's rmse: 4.16046 valid_1's rmse: 4.15066 [38] valid_0's rmse: 4.15062 valid_1's rmse: 4.14254 [39] valid_0's rmse: 4.14467 valid_1's rmse: 4.13734 [40] valid_0's rmse: 4.13307 valid_1's rmse: 4.12582 [41] valid_0's rmse: 4.12655 valid_1's rmse: 4.11952 [42] valid_0's rmse: 4.10806 valid_1's rmse: 4.10094 [43] valid_0's rmse: 4.0955 valid_1's rmse: 4.08958 [44] valid_0's rmse: 4.08308 valid_1's rmse: 4.07737 [45] valid_0's rmse: 4.07466 valid_1's rmse: 4.07147 [46] valid_0's rmse: 4.06953 valid_1's rmse: 4.06722 [47] valid_0's rmse: 4.06413 valid_1's rmse: 4.06242 [48] valid_0's rmse: 4.05205 valid_1's rmse: 4.05077 [49] valid_0's rmse: 4.04914 valid_1's rmse: 4.04897 [50] valid_0's rmse: 4.04093 valid_1's rmse: 4.04197 [51] valid_0's rmse: 4.03283 valid_1's rmse: 4.03416 [52] valid_0's rmse: 4.02319 valid_1's rmse: 4.02557 [53] valid_0's rmse: 4.0184 valid_1's rmse: 4.02254 [54] valid_0's rmse: 4.00686 valid_1's rmse: 4.01197 [55] valid_0's rmse: 3.99784 valid_1's rmse: 4.00272 [56] valid_0's rmse: 3.99155 valid_1's rmse: 3.99706 [57] valid_0's rmse: 3.98473 valid_1's rmse: 3.99087 [58] valid_0's rmse: 3.97863 valid_1's rmse: 3.98591 [59] valid_0's rmse: 3.97346 valid_1's rmse: 3.98082 [60] valid_0's rmse: 3.9639 valid_1's rmse: 3.97236 [61] valid_0's rmse: 3.95899 valid_1's rmse: 3.9694 [62] valid_0's rmse: 3.95524 valid_1's rmse: 3.96676 [63] valid_0's rmse: 3.95045 valid_1's rmse: 3.96224 [64] valid_0's rmse: 3.94262 valid_1's rmse: 3.95458 [65] valid_0's rmse: 3.93937 valid_1's rmse: 3.95176 [66] valid_0's rmse: 3.9344 valid_1's rmse: 3.94792 [67] valid_0's rmse: 3.92474 valid_1's rmse: 3.93813 [68] valid_0's rmse: 3.92191 valid_1's rmse: 3.93692 [69] valid_0's rmse: 3.91611 valid_1's rmse: 3.93155 [70] valid_0's rmse: 3.91304 valid_1's rmse: 3.92925 [71] valid_0's rmse: 3.90557 valid_1's rmse: 3.92213 [72] valid_0's rmse: 3.90154 valid_1's rmse: 3.91874 [73] valid_0's rmse: 3.89707 valid_1's rmse: 3.91443 [74] valid_0's rmse: 3.89382 valid_1's rmse: 3.91247 [75] valid_0's rmse: 3.8895 valid_1's rmse: 3.90936 [76] valid_0's rmse: 3.88692 valid_1's rmse: 3.90729 [77] valid_0's rmse: 3.88313 valid_1's rmse: 3.9048 [78] valid_0's rmse: 3.87818 valid_1's rmse: 3.89996 [79] valid_0's rmse: 3.87408 valid_1's rmse: 3.89627 [80] valid_0's rmse: 3.86743 valid_1's rmse: 3.88986 [81] valid_0's rmse: 3.86077 valid_1's rmse: 3.88355 [82] valid_0's rmse: 3.85806 valid_1's rmse: 3.88244 [83] valid_0's rmse: 3.85395 valid_1's rmse: 3.87901 [84] valid_0's rmse: 3.85046 valid_1's rmse: 3.87619 [85] valid_0's rmse: 3.84821 valid_1's rmse: 3.87406 [86] valid_0's rmse: 3.8447 valid_1's rmse: 3.87158 [87] valid_0's rmse: 3.83913 valid_1's rmse: 3.86623 [88] valid_0's rmse: 3.83485 valid_1's rmse: 3.86283 [89] valid_0's rmse: 3.83292 valid_1's rmse: 3.8619 [90] valid_0's rmse: 3.8302 valid_1's rmse: 3.85972 [91] valid_0's rmse: 3.82745 valid_1's rmse: 3.85838 [92] valid_0's rmse: 3.82449 valid_1's rmse: 3.85554 [93] valid_0's rmse: 3.8215 valid_1's rmse: 3.85307 [94] valid_0's rmse: 3.81796 valid_1's rmse: 3.85042 [95] valid_0's rmse: 3.81633 valid_1's rmse: 3.84933 [96] valid_0's rmse: 3.81279 valid_1's rmse: 3.84725 [97] valid_0's rmse: 3.81054 valid_1's rmse: 3.84613 [98] valid_0's rmse: 3.80819 valid_1's rmse: 3.84507 [99] valid_0's rmse: 3.80608 valid_1's rmse: 3.84492 [100] valid_0's rmse: 3.80206 valid_1's rmse: 3.84165 [101] valid_0's rmse: 3.7961 valid_1's rmse: 3.83576 [102] valid_0's rmse: 3.79277 valid_1's rmse: 3.8339 [103] valid_0's rmse: 3.79074 valid_1's rmse: 3.83285 [104] valid_0's rmse: 3.78719 valid_1's rmse: 3.82965 [105] valid_0's rmse: 3.78467 valid_1's rmse: 3.82908 [106] valid_0's rmse: 3.78241 valid_1's rmse: 3.82766 [107] valid_0's rmse: 3.78031 valid_1's rmse: 3.826 [108] valid_0's rmse: 3.77833 valid_1's rmse: 3.82521 [109] valid_0's rmse: 3.77681 valid_1's rmse: 3.82464 [110] valid_0's rmse: 3.77495 valid_1's rmse: 3.8237 [111] valid_0's rmse: 3.77305 valid_1's rmse: 3.82241 [112] valid_0's rmse: 3.77065 valid_1's rmse: 3.82022 [113] valid_0's rmse: 3.76943 valid_1's rmse: 3.8199 [114] valid_0's rmse: 3.7658 valid_1's rmse: 3.81654 [115] valid_0's rmse: 3.76453 valid_1's rmse: 3.81584 [116] valid_0's rmse: 3.76048 valid_1's rmse: 3.81198 [117] valid_0's rmse: 3.75845 valid_1's rmse: 3.81044 [118] valid_0's rmse: 3.75525 valid_1's rmse: 3.80758 [119] valid_0's rmse: 3.7518 valid_1's rmse: 3.80435 [120] valid_0's rmse: 3.75027 valid_1's rmse: 3.80297 [121] valid_0's rmse: 3.74849 valid_1's rmse: 3.80208 [122] valid_0's rmse: 3.74724 valid_1's rmse: 3.80139 [123] valid_0's rmse: 3.7456 valid_1's rmse: 3.80016 [124] valid_0's rmse: 3.74377 valid_1's rmse: 3.79846 [125] valid_0's rmse: 3.74246 valid_1's rmse: 3.79802 [126] valid_0's rmse: 3.73983 valid_1's rmse: 3.79654 [127] valid_0's rmse: 3.73724 valid_1's rmse: 3.79587 [128] valid_0's rmse: 3.73554 valid_1's rmse: 3.79467 [129] valid_0's rmse: 3.73398 valid_1's rmse: 3.79451 [130] valid_0's rmse: 3.7325 valid_1's rmse: 3.79427 [131] valid_0's rmse: 3.73041 valid_1's rmse: 3.79374 [132] valid_0's rmse: 3.72827 valid_1's rmse: 3.7934 [133] valid_0's rmse: 3.72672 valid_1's rmse: 3.79292 [134] valid_0's rmse: 3.7242 valid_1's rmse: 3.79063 [135] valid_0's rmse: 3.72173 valid_1's rmse: 3.78827 [136] valid_0's rmse: 3.71847 valid_1's rmse: 3.78529 [137] valid_0's rmse: 3.71738 valid_1's rmse: 3.78471 [138] valid_0's rmse: 3.71621 valid_1's rmse: 3.78409 [139] valid_0's rmse: 3.71441 valid_1's rmse: 3.78276 [140] valid_0's rmse: 3.71246 valid_1's rmse: 3.78241 [141] valid_0's rmse: 3.71023 valid_1's rmse: 3.78105 [142] valid_0's rmse: 3.70776 valid_1's rmse: 3.77924 [143] valid_0's rmse: 3.70569 valid_1's rmse: 3.77728 [144] valid_0's rmse: 3.7046 valid_1's rmse: 3.77694 [145] valid_0's rmse: 3.70324 valid_1's rmse: 3.77639 [146] valid_0's rmse: 3.70146 valid_1's rmse: 3.77557 [147] valid_0's rmse: 3.69975 valid_1's rmse: 3.7746 [148] valid_0's rmse: 3.69833 valid_1's rmse: 3.77381 [149] valid_0's rmse: 3.69597 valid_1's rmse: 3.77182 [150] valid_0's rmse: 3.69447 valid_1's rmse: 3.77094 [151] valid_0's rmse: 3.69239 valid_1's rmse: 3.76944 [152] valid_0's rmse: 3.69099 valid_1's rmse: 3.76848 [153] valid_0's rmse: 3.68927 valid_1's rmse: 3.76826 [154] valid_0's rmse: 3.68768 valid_1's rmse: 3.76691 [155] valid_0's rmse: 3.68613 valid_1's rmse: 3.7664 [156] valid_0's rmse: 3.68421 valid_1's rmse: 3.76455 [157] valid_0's rmse: 3.68172 valid_1's rmse: 3.76362 [158] valid_0's rmse: 3.68001 valid_1's rmse: 3.76311 [159] valid_0's rmse: 3.67776 valid_1's rmse: 3.76118 [160] valid_0's rmse: 3.67668 valid_1's rmse: 3.76069 [161] valid_0's rmse: 3.67534 valid_1's rmse: 3.75999 [162] valid_0's rmse: 3.67459 valid_1's rmse: 3.75969 [163] valid_0's rmse: 3.67379 valid_1's rmse: 3.75938 [164] valid_0's rmse: 3.67272 valid_1's rmse: 3.75893 [165] valid_0's rmse: 3.6713 valid_1's rmse: 3.7587 [166] valid_0's rmse: 3.66999 valid_1's rmse: 3.75809 [167] valid_0's rmse: 3.66881 valid_1's rmse: 3.75737 [168] valid_0's rmse: 3.66697 valid_1's rmse: 3.75724 [169] valid_0's rmse: 3.66568 valid_1's rmse: 3.75603 [170] valid_0's rmse: 3.66481 valid_1's rmse: 3.75572 [171] valid_0's rmse: 3.66335 valid_1's rmse: 3.75519 [172] valid_0's rmse: 3.66133 valid_1's rmse: 3.75351 [173] valid_0's rmse: 3.66008 valid_1's rmse: 3.753 [174] valid_0's rmse: 3.65847 valid_1's rmse: 3.7524 [175] valid_0's rmse: 3.65707 valid_1's rmse: 3.75245 [176] valid_0's rmse: 3.6564 valid_1's rmse: 3.75228 [177] valid_0's rmse: 3.65514 valid_1's rmse: 3.75218 [178] valid_0's rmse: 3.65409 valid_1's rmse: 3.75159 [179] valid_0's rmse: 3.65254 valid_1's rmse: 3.75042 [180] valid_0's rmse: 3.65134 valid_1's rmse: 3.74988 [181] valid_0's rmse: 3.64976 valid_1's rmse: 3.74877 [182] valid_0's rmse: 3.64848 valid_1's rmse: 3.74829 [183] valid_0's rmse: 3.64705 valid_1's rmse: 3.74757 [184] valid_0's rmse: 3.6452 valid_1's rmse: 3.74671 [185] valid_0's rmse: 3.64378 valid_1's rmse: 3.74582 [186] valid_0's rmse: 3.6428 valid_1's rmse: 3.74554 [187] valid_0's rmse: 3.64191 valid_1's rmse: 3.74494 [188] valid_0's rmse: 3.64084 valid_1's rmse: 3.74444 [189] 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3.30114 valid_1's rmse: 3.64538 [783] valid_0's rmse: 3.30081 valid_1's rmse: 3.64543 [784] valid_0's rmse: 3.30042 valid_1's rmse: 3.6453 [785] valid_0's rmse: 3.3001 valid_1's rmse: 3.6453 [786] valid_0's rmse: 3.29956 valid_1's rmse: 3.64509 [787] valid_0's rmse: 3.29924 valid_1's rmse: 3.64497 [788] valid_0's rmse: 3.29906 valid_1's rmse: 3.645 [789] valid_0's rmse: 3.29877 valid_1's rmse: 3.64501 [790] valid_0's rmse: 3.29838 valid_1's rmse: 3.64485 [791] valid_0's rmse: 3.29798 valid_1's rmse: 3.6449 [792] valid_0's rmse: 3.29772 valid_1's rmse: 3.64473 [793] valid_0's rmse: 3.29739 valid_1's rmse: 3.64472 [794] valid_0's rmse: 3.29711 valid_1's rmse: 3.64474 [795] valid_0's rmse: 3.29649 valid_1's rmse: 3.64459 [796] valid_0's rmse: 3.29616 valid_1's rmse: 3.64446 [797] valid_0's rmse: 3.29588 valid_1's rmse: 3.64442 [798] valid_0's rmse: 3.29567 valid_1's rmse: 3.64442 [799] valid_0's rmse: 3.29535 valid_1's rmse: 3.64438 [800] valid_0's rmse: 3.29522 valid_1's rmse: 3.64439 [801] valid_0's rmse: 3.29503 valid_1's rmse: 3.64438 [802] valid_0's rmse: 3.29459 valid_1's rmse: 3.64408 [803] valid_0's rmse: 3.2944 valid_1's rmse: 3.64407 [804] valid_0's rmse: 3.29406 valid_1's rmse: 3.64391 [805] valid_0's rmse: 3.29373 valid_1's rmse: 3.64403 [806] valid_0's rmse: 3.29342 valid_1's rmse: 3.64399 [807] valid_0's rmse: 3.29304 valid_1's rmse: 3.64395 [808] valid_0's rmse: 3.29284 valid_1's rmse: 3.64392 [809] valid_0's rmse: 3.29249 valid_1's rmse: 3.64366 [810] valid_0's rmse: 3.29214 valid_1's rmse: 3.64364 [811] valid_0's rmse: 3.2918 valid_1's rmse: 3.64346 [812] valid_0's rmse: 3.29133 valid_1's rmse: 3.64349 [813] valid_0's rmse: 3.29094 valid_1's rmse: 3.64329 [814] valid_0's rmse: 3.29065 valid_1's rmse: 3.64323 [815] valid_0's rmse: 3.29014 valid_1's rmse: 3.64324 [816] valid_0's rmse: 3.29002 valid_1's rmse: 3.64323 [817] valid_0's rmse: 3.28965 valid_1's rmse: 3.64319 [818] valid_0's rmse: 3.2893 valid_1's rmse: 3.64318 [819] valid_0's rmse: 3.28906 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[968] valid_0's rmse: 3.24396 valid_1's rmse: 3.6364 [969] valid_0's rmse: 3.24373 valid_1's rmse: 3.63636 [970] valid_0's rmse: 3.24351 valid_1's rmse: 3.63635 [971] valid_0's rmse: 3.24313 valid_1's rmse: 3.63626 [972] valid_0's rmse: 3.24276 valid_1's rmse: 3.6361 [973] valid_0's rmse: 3.24246 valid_1's rmse: 3.63609 [974] valid_0's rmse: 3.24208 valid_1's rmse: 3.63601 [975] valid_0's rmse: 3.24177 valid_1's rmse: 3.63598 [976] valid_0's rmse: 3.24152 valid_1's rmse: 3.63596 [977] valid_0's rmse: 3.24135 valid_1's rmse: 3.63597 [978] valid_0's rmse: 3.24117 valid_1's rmse: 3.63596 [979] valid_0's rmse: 3.24086 valid_1's rmse: 3.63589 [980] valid_0's rmse: 3.24058 valid_1's rmse: 3.63576 [981] valid_0's rmse: 3.24039 valid_1's rmse: 3.63571 [982] valid_0's rmse: 3.24009 valid_1's rmse: 3.63565 [983] valid_0's rmse: 3.23972 valid_1's rmse: 3.63565 [984] valid_0's rmse: 3.23959 valid_1's rmse: 3.63565 [985] valid_0's rmse: 3.23934 valid_1's rmse: 3.63571 [986] valid_0's rmse: 3.23913 valid_1's rmse: 3.63564 [987] valid_0's rmse: 3.23885 valid_1's rmse: 3.63559 [988] valid_0's rmse: 3.23871 valid_1's rmse: 3.63559 [989] valid_0's rmse: 3.2384 valid_1's rmse: 3.63553 [990] valid_0's rmse: 3.2382 valid_1's rmse: 3.63554 [991] valid_0's rmse: 3.23772 valid_1's rmse: 3.63543 [992] valid_0's rmse: 3.23756 valid_1's rmse: 3.63542 [993] valid_0's rmse: 3.23729 valid_1's rmse: 3.63554 [994] valid_0's rmse: 3.237 valid_1's rmse: 3.63547 [995] valid_0's rmse: 3.23673 valid_1's rmse: 3.63546 [996] valid_0's rmse: 3.23629 valid_1's rmse: 3.63526 [997] valid_0's rmse: 3.23587 valid_1's rmse: 3.63525 [998] valid_0's rmse: 3.23567 valid_1's rmse: 3.6352 [999] valid_0's rmse: 3.23553 valid_1's rmse: 3.63518 [1000] valid_0's rmse: 3.23533 valid_1's rmse: 3.63512 [1001] valid_0's rmse: 3.23507 valid_1's rmse: 3.63512 [1002] valid_0's rmse: 3.23488 valid_1's rmse: 3.63518 [1003] valid_0's rmse: 3.23464 valid_1's rmse: 3.63512 [1004] valid_0's rmse: 3.23448 valid_1's rmse: 3.63508 [1005] valid_0's rmse: 3.2343 valid_1's rmse: 3.63504 [1006] valid_0's rmse: 3.23412 valid_1's rmse: 3.63502 [1007] valid_0's rmse: 3.23369 valid_1's rmse: 3.63496 [1008] valid_0's rmse: 3.23346 valid_1's rmse: 3.63493 [1009] valid_0's rmse: 3.23316 valid_1's rmse: 3.63516 [1010] valid_0's rmse: 3.23292 valid_1's rmse: 3.63508 [1011] valid_0's rmse: 3.2326 valid_1's rmse: 3.63498 [1012] valid_0's rmse: 3.23224 valid_1's rmse: 3.63483 [1013] valid_0's rmse: 3.23201 valid_1's rmse: 3.63475 [1014] valid_0's rmse: 3.23171 valid_1's rmse: 3.63466 [1015] valid_0's rmse: 3.2314 valid_1's rmse: 3.63482 [1016] valid_0's rmse: 3.23128 valid_1's rmse: 3.63479 [1017] valid_0's rmse: 3.23083 valid_1's rmse: 3.63482 [1018] valid_0's rmse: 3.23067 valid_1's rmse: 3.63485 [1019] valid_0's rmse: 3.23048 valid_1's rmse: 3.63481 [1020] valid_0's rmse: 3.23017 valid_1's rmse: 3.63464 [1021] valid_0's rmse: 3.2297 valid_1's rmse: 3.63429 [1022] valid_0's rmse: 3.2295 valid_1's rmse: 3.63429 [1023] valid_0's rmse: 3.22921 valid_1's rmse: 3.63425 [1024] valid_0's rmse: 3.22889 valid_1's rmse: 3.63437 [1025] valid_0's rmse: 3.22864 valid_1's rmse: 3.63434 [1026] valid_0's rmse: 3.2283 valid_1's rmse: 3.63414 [1027] valid_0's rmse: 3.22804 valid_1's rmse: 3.63412 [1028] valid_0's rmse: 3.22783 valid_1's rmse: 3.63407 [1029] valid_0's rmse: 3.22755 valid_1's rmse: 3.63398 [1030] valid_0's rmse: 3.22724 valid_1's rmse: 3.63401 [1031] valid_0's rmse: 3.22684 valid_1's rmse: 3.63404 [1032] valid_0's rmse: 3.22658 valid_1's rmse: 3.63403 [1033] valid_0's rmse: 3.22626 valid_1's rmse: 3.63386 [1034] valid_0's rmse: 3.2261 valid_1's rmse: 3.63387 [1035] valid_0's rmse: 3.22586 valid_1's rmse: 3.63389 [1036] valid_0's rmse: 3.2256 valid_1's rmse: 3.63386 [1037] valid_0's rmse: 3.22533 valid_1's rmse: 3.63387 [1038] valid_0's rmse: 3.22504 valid_1's rmse: 3.63388 [1039] valid_0's rmse: 3.22475 valid_1's rmse: 3.63385 [1040] valid_0's rmse: 3.22447 valid_1's rmse: 3.63382 [1041] valid_0's rmse: 3.22405 valid_1's rmse: 3.63374 [1042] valid_0's rmse: 3.22377 valid_1's rmse: 3.63366 [1043] valid_0's rmse: 3.22332 valid_1's rmse: 3.63365 [1044] valid_0's rmse: 3.223 valid_1's rmse: 3.6335 [1045] valid_0's rmse: 3.22266 valid_1's rmse: 3.63342 [1046] valid_0's rmse: 3.22245 valid_1's rmse: 3.63337 [1047] valid_0's rmse: 3.22216 valid_1's rmse: 3.6333 [1048] valid_0's rmse: 3.22167 valid_1's rmse: 3.63339 [1049] valid_0's rmse: 3.22156 valid_1's rmse: 3.63336 [1050] valid_0's rmse: 3.22121 valid_1's rmse: 3.63335 [1051] valid_0's rmse: 3.22096 valid_1's rmse: 3.63333 [1052] valid_0's rmse: 3.22078 valid_1's rmse: 3.63327 [1053] valid_0's rmse: 3.22063 valid_1's rmse: 3.63324 [1054] valid_0's rmse: 3.22041 valid_1's rmse: 3.63319 [1055] valid_0's rmse: 3.22007 valid_1's rmse: 3.63313 [1056] valid_0's rmse: 3.21988 valid_1's rmse: 3.63311 [1057] valid_0's rmse: 3.21957 valid_1's rmse: 3.63303 [1058] valid_0's rmse: 3.21939 valid_1's rmse: 3.633 [1059] valid_0's rmse: 3.21891 valid_1's rmse: 3.63292 [1060] valid_0's rmse: 3.2187 valid_1's rmse: 3.63286 [1061] valid_0's rmse: 3.21844 valid_1's rmse: 3.63286 [1062] valid_0's rmse: 3.2178 valid_1's rmse: 3.6325 [1063] valid_0's rmse: 3.21761 valid_1's rmse: 3.63243 [1064] valid_0's rmse: 3.21735 valid_1's rmse: 3.63235 [1065] valid_0's rmse: 3.21721 valid_1's rmse: 3.63244 [1066] valid_0's rmse: 3.21691 valid_1's rmse: 3.63246 [1067] valid_0's rmse: 3.2166 valid_1's rmse: 3.63235 [1068] valid_0's rmse: 3.21646 valid_1's rmse: 3.63238 [1069] valid_0's rmse: 3.21614 valid_1's rmse: 3.63235 [1070] valid_0's rmse: 3.21595 valid_1's rmse: 3.63231 [1071] valid_0's rmse: 3.21573 valid_1's rmse: 3.63232 [1072] valid_0's rmse: 3.21555 valid_1's rmse: 3.63231 [1073] valid_0's rmse: 3.21531 valid_1's rmse: 3.63224 [1074] valid_0's rmse: 3.21517 valid_1's rmse: 3.6323 [1075] valid_0's rmse: 3.21491 valid_1's rmse: 3.63224 [1076] valid_0's rmse: 3.21462 valid_1's rmse: 3.63232 [1077] valid_0's rmse: 3.21448 valid_1's rmse: 3.63224 [1078] valid_0's rmse: 3.21414 valid_1's rmse: 3.63214 [1079] valid_0's rmse: 3.21388 valid_1's rmse: 3.63213 [1080] valid_0's rmse: 3.21361 valid_1's rmse: 3.63222 [1081] valid_0's rmse: 3.21331 valid_1's rmse: 3.63215 [1082] valid_0's rmse: 3.21311 valid_1's rmse: 3.63212 [1083] valid_0's rmse: 3.2129 valid_1's rmse: 3.63203 [1084] valid_0's rmse: 3.21274 valid_1's rmse: 3.63201 [1085] valid_0's rmse: 3.2125 valid_1's rmse: 3.63202 [1086] valid_0's rmse: 3.21223 valid_1's rmse: 3.63201 [1087] valid_0's rmse: 3.21189 valid_1's rmse: 3.63213 [1088] valid_0's rmse: 3.21172 valid_1's rmse: 3.63212 [1089] valid_0's rmse: 3.21155 valid_1's rmse: 3.63211 [1090] valid_0's rmse: 3.21127 valid_1's rmse: 3.63212 [1091] valid_0's rmse: 3.21104 valid_1's rmse: 3.63213 [1092] valid_0's rmse: 3.21065 valid_1's rmse: 3.63215 [1093] valid_0's rmse: 3.21049 valid_1's rmse: 3.63207 [1094] valid_0's rmse: 3.21023 valid_1's rmse: 3.63198 [1095] valid_0's rmse: 3.20986 valid_1's rmse: 3.63216 [1096] valid_0's rmse: 3.20951 valid_1's rmse: 3.63214 [1097] valid_0's rmse: 3.20929 valid_1's rmse: 3.63216 [1098] valid_0's rmse: 3.20911 valid_1's rmse: 3.63216 [1099] valid_0's rmse: 3.20897 valid_1's rmse: 3.63215 [1100] valid_0's rmse: 3.20865 valid_1's rmse: 3.63206 [1101] valid_0's rmse: 3.20836 valid_1's rmse: 3.63208 [1102] valid_0's rmse: 3.20815 valid_1's rmse: 3.63216 [1103] valid_0's rmse: 3.20788 valid_1's rmse: 3.63215 [1104] valid_0's rmse: 3.2077 valid_1's rmse: 3.6321 [1105] valid_0's rmse: 3.20751 valid_1's rmse: 3.63201 [1106] valid_0's rmse: 3.2071 valid_1's rmse: 3.63193 [1107] valid_0's rmse: 3.20687 valid_1's rmse: 3.63206 [1108] valid_0's rmse: 3.20668 valid_1's rmse: 3.63217 [1109] valid_0's rmse: 3.20649 valid_1's rmse: 3.6321 [1110] valid_0's rmse: 3.2062 valid_1's rmse: 3.632 [1111] valid_0's rmse: 3.20588 valid_1's rmse: 3.63195 [1112] valid_0's rmse: 3.20565 valid_1's rmse: 3.63182 [1113] valid_0's rmse: 3.20554 valid_1's rmse: 3.63177 [1114] valid_0's rmse: 3.20521 valid_1's rmse: 3.63175 [1115] valid_0's rmse: 3.20485 valid_1's rmse: 3.6318 [1116] valid_0's rmse: 3.20454 valid_1's rmse: 3.63179 [1117] valid_0's rmse: 3.20432 valid_1's rmse: 3.63172 [1118] valid_0's rmse: 3.2041 valid_1's rmse: 3.63171 [1119] valid_0's rmse: 3.20394 valid_1's rmse: 3.63165 [1120] valid_0's rmse: 3.20366 valid_1's rmse: 3.63151 [1121] valid_0's rmse: 3.20325 valid_1's rmse: 3.63124 [1122] valid_0's rmse: 3.20243 valid_1's rmse: 3.63094 [1123] valid_0's rmse: 3.20203 valid_1's rmse: 3.63091 [1124] valid_0's rmse: 3.20167 valid_1's rmse: 3.63083 [1125] valid_0's rmse: 3.20152 valid_1's rmse: 3.6308 [1126] valid_0's rmse: 3.20128 valid_1's rmse: 3.6307 [1127] valid_0's rmse: 3.20099 valid_1's rmse: 3.63072 [1128] valid_0's rmse: 3.20047 valid_1's rmse: 3.63064 [1129] valid_0's rmse: 3.20012 valid_1's rmse: 3.63064 [1130] valid_0's rmse: 3.19991 valid_1's rmse: 3.63065 [1131] valid_0's rmse: 3.1997 valid_1's rmse: 3.63065 [1132] valid_0's rmse: 3.19952 valid_1's rmse: 3.63065 [1133] valid_0's rmse: 3.19929 valid_1's rmse: 3.63069 [1134] valid_0's rmse: 3.19896 valid_1's rmse: 3.63065 [1135] valid_0's rmse: 3.19877 valid_1's rmse: 3.63073 [1136] valid_0's rmse: 3.19853 valid_1's rmse: 3.63065 [1137] valid_0's rmse: 3.1981 valid_1's rmse: 3.63058 [1138] valid_0's rmse: 3.19783 valid_1's rmse: 3.6306 [1139] valid_0's rmse: 3.19759 valid_1's rmse: 3.63064 [1140] valid_0's rmse: 3.19746 valid_1's rmse: 3.63065 [1141] valid_0's rmse: 3.19723 valid_1's rmse: 3.63061 [1142] valid_0's rmse: 3.19683 valid_1's rmse: 3.63082 [1143] valid_0's rmse: 3.19661 valid_1's rmse: 3.63081 [1144] valid_0's rmse: 3.19638 valid_1's rmse: 3.63079 [1145] valid_0's rmse: 3.19615 valid_1's rmse: 3.63081 [1146] valid_0's rmse: 3.19596 valid_1's rmse: 3.63086 [1147] valid_0's rmse: 3.19571 valid_1's rmse: 3.63093 [1148] valid_0's rmse: 3.19554 valid_1's rmse: 3.63091 [1149] valid_0's rmse: 3.19526 valid_1's rmse: 3.63111 [1150] valid_0's rmse: 3.1951 valid_1's rmse: 3.63107 [1151] valid_0's rmse: 3.19491 valid_1's rmse: 3.63104 [1152] valid_0's rmse: 3.19479 valid_1's rmse: 3.63101 [1153] valid_0's rmse: 3.19452 valid_1's rmse: 3.63107 [1154] valid_0's rmse: 3.19434 valid_1's rmse: 3.63105 [1155] valid_0's rmse: 3.19407 valid_1's rmse: 3.63097 [1156] valid_0's rmse: 3.19391 valid_1's rmse: 3.63092 [1157] valid_0's rmse: 3.19366 valid_1's rmse: 3.63092 Early stopping, best iteration is: [1137] valid_0's rmse: 3.1981 valid_1's rmse: 3.63058 SCORE: 3.6305789201928627 [1] valid_0's rmse: 8.96567 valid_1's rmse: 8.92481 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.3757 valid_1's rmse: 8.33621 [3] valid_0's rmse: 7.84825 valid_1's rmse: 7.81016 [4] valid_0's rmse: 7.37677 valid_1's rmse: 7.34058 [5] valid_0's rmse: 6.97781 valid_1's rmse: 6.94301 [6] valid_0's rmse: 6.62957 valid_1's rmse: 6.59569 [7] valid_0's rmse: 6.34581 valid_1's rmse: 6.31406 [8] valid_0's rmse: 6.08286 valid_1's rmse: 6.0516 [9] valid_0's rmse: 5.8503 valid_1's rmse: 5.82047 [10] valid_0's rmse: 5.65627 valid_1's rmse: 5.62777 [11] valid_0's rmse: 5.49002 valid_1's rmse: 5.4624 [12] valid_0's rmse: 5.33764 valid_1's rmse: 5.31124 [13] valid_0's rmse: 5.21303 valid_1's rmse: 5.18733 [14] valid_0's rmse: 5.10172 valid_1's rmse: 5.07712 [15] valid_0's rmse: 4.98759 valid_1's rmse: 4.96355 [16] valid_0's rmse: 4.88016 valid_1's rmse: 4.856 [17] valid_0's rmse: 4.79455 valid_1's rmse: 4.77133 [18] valid_0's rmse: 4.72402 valid_1's rmse: 4.7006 [19] valid_0's rmse: 4.64504 valid_1's rmse: 4.62226 [20] valid_0's rmse: 4.58851 valid_1's rmse: 4.56563 [21] valid_0's rmse: 4.54393 valid_1's rmse: 4.52277 [22] valid_0's rmse: 4.50606 valid_1's rmse: 4.48683 [23] valid_0's rmse: 4.4729 valid_1's rmse: 4.4547 [24] valid_0's rmse: 4.43977 valid_1's rmse: 4.42196 [25] valid_0's rmse: 4.39907 valid_1's rmse: 4.38186 [26] valid_0's rmse: 4.37527 valid_1's rmse: 4.35909 [27] valid_0's rmse: 4.35073 valid_1's rmse: 4.33518 [28] valid_0's rmse: 4.31488 valid_1's rmse: 4.29992 [29] valid_0's rmse: 4.29108 valid_1's rmse: 4.27664 [30] valid_0's rmse: 4.26307 valid_1's rmse: 4.24856 [31] valid_0's rmse: 4.24261 valid_1's rmse: 4.22916 [32] valid_0's rmse: 4.21887 valid_1's rmse: 4.20577 [33] valid_0's rmse: 4.20389 valid_1's rmse: 4.1903 [34] valid_0's rmse: 4.17954 valid_1's rmse: 4.16679 [35] valid_0's rmse: 4.1599 valid_1's rmse: 4.14789 [36] valid_0's rmse: 4.15179 valid_1's rmse: 4.14047 [37] valid_0's rmse: 4.14066 valid_1's rmse: 4.12997 [38] valid_0's rmse: 4.12755 valid_1's rmse: 4.11813 [39] valid_0's rmse: 4.12162 valid_1's rmse: 4.11265 [40] valid_0's rmse: 4.10938 valid_1's rmse: 4.10097 [41] valid_0's rmse: 4.1 valid_1's rmse: 4.09301 [42] valid_0's rmse: 4.09264 valid_1's rmse: 4.08758 [43] valid_0's rmse: 4.08502 valid_1's rmse: 4.08023 [44] valid_0's rmse: 4.07812 valid_1's rmse: 4.07405 [45] valid_0's rmse: 4.06878 valid_1's rmse: 4.06765 [46] valid_0's rmse: 4.06311 valid_1's rmse: 4.06282 [47] valid_0's rmse: 4.05669 valid_1's rmse: 4.05786 [48] valid_0's rmse: 4.04407 valid_1's rmse: 4.0457 [49] valid_0's rmse: 4.0403 valid_1's rmse: 4.04278 [50] valid_0's rmse: 4.032 valid_1's rmse: 4.03557 [51] valid_0's rmse: 4.02107 valid_1's rmse: 4.02512 [52] valid_0's rmse: 4.01225 valid_1's rmse: 4.01738 [53] valid_0's rmse: 4.00759 valid_1's rmse: 4.01412 [54] valid_0's rmse: 4.00026 valid_1's rmse: 4.00814 [55] valid_0's rmse: 3.99535 valid_1's rmse: 4.00378 [56] valid_0's rmse: 3.99058 valid_1's rmse: 3.99992 [57] valid_0's rmse: 3.98497 valid_1's rmse: 3.99476 [58] valid_0's rmse: 3.97927 valid_1's rmse: 3.99007 [59] valid_0's rmse: 3.97531 valid_1's rmse: 3.98639 [60] valid_0's rmse: 3.96552 valid_1's rmse: 3.97723 [61] valid_0's rmse: 3.95721 valid_1's rmse: 3.96941 [62] valid_0's rmse: 3.95176 valid_1's rmse: 3.96539 [63] valid_0's rmse: 3.94768 valid_1's rmse: 3.96211 [64] valid_0's rmse: 3.94287 valid_1's rmse: 3.95943 [65] valid_0's rmse: 3.93975 valid_1's rmse: 3.95753 [66] valid_0's rmse: 3.93322 valid_1's rmse: 3.95129 [67] valid_0's rmse: 3.92416 valid_1's rmse: 3.94258 [68] valid_0's rmse: 3.91799 valid_1's rmse: 3.93833 [69] valid_0's rmse: 3.91432 valid_1's rmse: 3.93535 [70] valid_0's rmse: 3.90899 valid_1's rmse: 3.93156 [71] valid_0's rmse: 3.9008 valid_1's rmse: 3.92363 [72] valid_0's rmse: 3.89403 valid_1's rmse: 3.91719 [73] valid_0's rmse: 3.88999 valid_1's rmse: 3.91327 [74] valid_0's rmse: 3.88594 valid_1's rmse: 3.91254 [75] valid_0's rmse: 3.8811 valid_1's rmse: 3.90822 [76] valid_0's rmse: 3.8779 valid_1's rmse: 3.90551 [77] valid_0's rmse: 3.87271 valid_1's rmse: 3.90076 [78] valid_0's rmse: 3.87016 valid_1's rmse: 3.89885 [79] valid_0's rmse: 3.86707 valid_1's rmse: 3.89625 [80] valid_0's rmse: 3.86364 valid_1's rmse: 3.89356 [81] valid_0's rmse: 3.85747 valid_1's rmse: 3.88797 [82] valid_0's rmse: 3.85332 valid_1's rmse: 3.8846 [83] valid_0's rmse: 3.84862 valid_1's rmse: 3.88082 [84] valid_0's rmse: 3.84365 valid_1's rmse: 3.87626 [85] valid_0's rmse: 3.84197 valid_1's rmse: 3.87495 [86] valid_0's rmse: 3.83912 valid_1's rmse: 3.87305 [87] valid_0's rmse: 3.83424 valid_1's rmse: 3.86848 [88] valid_0's rmse: 3.83152 valid_1's rmse: 3.86788 [89] valid_0's rmse: 3.82895 valid_1's rmse: 3.86697 [90] valid_0's rmse: 3.82659 valid_1's rmse: 3.86519 [91] valid_0's rmse: 3.82412 valid_1's rmse: 3.86456 [92] valid_0's rmse: 3.82133 valid_1's rmse: 3.86219 [93] valid_0's rmse: 3.81768 valid_1's rmse: 3.85883 [94] valid_0's rmse: 3.81318 valid_1's rmse: 3.85465 [95] valid_0's rmse: 3.81027 valid_1's rmse: 3.85331 [96] valid_0's rmse: 3.80555 valid_1's rmse: 3.849 [97] valid_0's rmse: 3.80328 valid_1's rmse: 3.84753 [98] valid_0's rmse: 3.80137 valid_1's rmse: 3.84617 [99] valid_0's rmse: 3.79951 valid_1's rmse: 3.84514 [100] valid_0's rmse: 3.79745 valid_1's rmse: 3.84384 [101] valid_0's rmse: 3.79548 valid_1's rmse: 3.84266 [102] valid_0's rmse: 3.79154 valid_1's rmse: 3.83936 [103] valid_0's rmse: 3.78783 valid_1's rmse: 3.83633 [104] valid_0's rmse: 3.78528 valid_1's rmse: 3.83427 [105] valid_0's rmse: 3.7827 valid_1's rmse: 3.83325 [106] valid_0's rmse: 3.77997 valid_1's rmse: 3.83155 [107] valid_0's rmse: 3.77746 valid_1's rmse: 3.82974 [108] valid_0's rmse: 3.77474 valid_1's rmse: 3.82796 [109] valid_0's rmse: 3.77273 valid_1's rmse: 3.82774 [110] valid_0's rmse: 3.76851 valid_1's rmse: 3.82391 [111] valid_0's rmse: 3.76529 valid_1's rmse: 3.8213 [112] valid_0's rmse: 3.76292 valid_1's rmse: 3.81932 [113] valid_0's rmse: 3.76128 valid_1's rmse: 3.819 [114] valid_0's rmse: 3.75986 valid_1's rmse: 3.81802 [115] valid_0's rmse: 3.75849 valid_1's rmse: 3.81725 [116] valid_0's rmse: 3.75533 valid_1's rmse: 3.81418 [117] valid_0's rmse: 3.75384 valid_1's rmse: 3.81424 [118] valid_0's rmse: 3.75241 valid_1's rmse: 3.8132 [119] valid_0's rmse: 3.75033 valid_1's rmse: 3.81206 [120] valid_0's rmse: 3.74859 valid_1's rmse: 3.8107 [121] valid_0's rmse: 3.74636 valid_1's rmse: 3.80905 [122] valid_0's rmse: 3.74522 valid_1's rmse: 3.80822 [123] valid_0's rmse: 3.7424 valid_1's rmse: 3.80508 [124] valid_0's rmse: 3.74108 valid_1's rmse: 3.80448 [125] valid_0's rmse: 3.73931 valid_1's rmse: 3.80373 [126] valid_0's rmse: 3.73723 valid_1's rmse: 3.80272 [127] valid_0's rmse: 3.73382 valid_1's rmse: 3.79985 [128] valid_0's rmse: 3.73234 valid_1's rmse: 3.79888 [129] valid_0's rmse: 3.72996 valid_1's rmse: 3.7982 [130] valid_0's rmse: 3.72801 valid_1's rmse: 3.7969 [131] valid_0's rmse: 3.72617 valid_1's rmse: 3.79628 [132] valid_0's rmse: 3.72453 valid_1's rmse: 3.79516 [133] valid_0's rmse: 3.72253 valid_1's rmse: 3.79413 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[468] valid_0's rmse: 3.42652 valid_1's rmse: 3.6781 [469] valid_0's rmse: 3.42595 valid_1's rmse: 3.67797 [470] valid_0's rmse: 3.42526 valid_1's rmse: 3.67723 [471] valid_0's rmse: 3.42494 valid_1's rmse: 3.67711 [472] valid_0's rmse: 3.42418 valid_1's rmse: 3.67671 [473] valid_0's rmse: 3.42363 valid_1's rmse: 3.67637 [474] valid_0's rmse: 3.42301 valid_1's rmse: 3.67611 [475] valid_0's rmse: 3.4222 valid_1's rmse: 3.67559 [476] valid_0's rmse: 3.4218 valid_1's rmse: 3.67552 [477] valid_0's rmse: 3.42111 valid_1's rmse: 3.67497 [478] valid_0's rmse: 3.42074 valid_1's rmse: 3.67497 [479] valid_0's rmse: 3.42018 valid_1's rmse: 3.67496 [480] valid_0's rmse: 3.41943 valid_1's rmse: 3.67497 [481] valid_0's rmse: 3.41859 valid_1's rmse: 3.67448 [482] valid_0's rmse: 3.41814 valid_1's rmse: 3.67435 [483] valid_0's rmse: 3.41771 valid_1's rmse: 3.67431 [484] valid_0's rmse: 3.41701 valid_1's rmse: 3.67434 [485] valid_0's rmse: 3.41679 valid_1's rmse: 3.6743 [486] valid_0's rmse: 3.41626 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valid_0's rmse: 3.2512 valid_1's rmse: 3.64892 [932] valid_0's rmse: 3.25098 valid_1's rmse: 3.64886 [933] valid_0's rmse: 3.25077 valid_1's rmse: 3.64885 [934] valid_0's rmse: 3.25043 valid_1's rmse: 3.64862 [935] valid_0's rmse: 3.25011 valid_1's rmse: 3.64866 [936] valid_0's rmse: 3.24982 valid_1's rmse: 3.64855 [937] valid_0's rmse: 3.24945 valid_1's rmse: 3.6485 [938] valid_0's rmse: 3.24896 valid_1's rmse: 3.64832 [939] valid_0's rmse: 3.24871 valid_1's rmse: 3.64832 [940] valid_0's rmse: 3.24834 valid_1's rmse: 3.64845 [941] valid_0's rmse: 3.24812 valid_1's rmse: 3.64851 [942] valid_0's rmse: 3.24776 valid_1's rmse: 3.64857 [943] valid_0's rmse: 3.24748 valid_1's rmse: 3.6485 [944] valid_0's rmse: 3.24721 valid_1's rmse: 3.64847 [945] valid_0's rmse: 3.24681 valid_1's rmse: 3.64848 [946] valid_0's rmse: 3.24656 valid_1's rmse: 3.64845 [947] valid_0's rmse: 3.24637 valid_1's rmse: 3.64842 [948] valid_0's rmse: 3.24616 valid_1's rmse: 3.64846 [949] valid_0's rmse: 3.24583 valid_1's rmse: 3.64839 [950] valid_0's rmse: 3.2456 valid_1's rmse: 3.64837 [951] valid_0's rmse: 3.24535 valid_1's rmse: 3.64838 [952] valid_0's rmse: 3.24513 valid_1's rmse: 3.64838 [953] valid_0's rmse: 3.24469 valid_1's rmse: 3.64819 [954] valid_0's rmse: 3.2441 valid_1's rmse: 3.64795 [955] valid_0's rmse: 3.24359 valid_1's rmse: 3.64778 [956] valid_0's rmse: 3.24339 valid_1's rmse: 3.64779 [957] valid_0's rmse: 3.24298 valid_1's rmse: 3.64767 [958] valid_0's rmse: 3.24265 valid_1's rmse: 3.64755 [959] valid_0's rmse: 3.24239 valid_1's rmse: 3.6475 [960] valid_0's rmse: 3.24218 valid_1's rmse: 3.64749 [961] valid_0's rmse: 3.24189 valid_1's rmse: 3.6475 [962] valid_0's rmse: 3.24158 valid_1's rmse: 3.64751 [963] valid_0's rmse: 3.2413 valid_1's rmse: 3.64747 [964] valid_0's rmse: 3.24099 valid_1's rmse: 3.64742 [965] valid_0's rmse: 3.24072 valid_1's rmse: 3.64733 [966] valid_0's rmse: 3.24025 valid_1's rmse: 3.64742 [967] valid_0's rmse: 3.24007 valid_1's rmse: 3.64738 [968] valid_0's rmse: 3.23977 valid_1's rmse: 3.64736 [969] valid_0's rmse: 3.23937 valid_1's rmse: 3.64723 [970] valid_0's rmse: 3.23912 valid_1's rmse: 3.64723 [971] valid_0's rmse: 3.23867 valid_1's rmse: 3.64696 [972] valid_0's rmse: 3.23851 valid_1's rmse: 3.64689 [973] valid_0's rmse: 3.23825 valid_1's rmse: 3.64681 [974] valid_0's rmse: 3.23768 valid_1's rmse: 3.64682 [975] valid_0's rmse: 3.23728 valid_1's rmse: 3.64678 [976] valid_0's rmse: 3.23709 valid_1's rmse: 3.64688 [977] valid_0's rmse: 3.23666 valid_1's rmse: 3.64675 [978] valid_0's rmse: 3.23637 valid_1's rmse: 3.64679 [979] valid_0's rmse: 3.23603 valid_1's rmse: 3.64661 [980] valid_0's rmse: 3.23575 valid_1's rmse: 3.64662 [981] valid_0's rmse: 3.23559 valid_1's rmse: 3.64666 [982] valid_0's rmse: 3.23529 valid_1's rmse: 3.64662 [983] valid_0's rmse: 3.23503 valid_1's rmse: 3.64675 [984] valid_0's rmse: 3.23478 valid_1's rmse: 3.64666 [985] valid_0's rmse: 3.23455 valid_1's rmse: 3.64669 [986] valid_0's rmse: 3.23438 valid_1's rmse: 3.64664 [987] valid_0's rmse: 3.23414 valid_1's rmse: 3.6467 [988] valid_0's rmse: 3.23397 valid_1's rmse: 3.64671 [989] valid_0's rmse: 3.23382 valid_1's rmse: 3.64669 [990] valid_0's rmse: 3.23355 valid_1's rmse: 3.64663 [991] valid_0's rmse: 3.23319 valid_1's rmse: 3.64666 [992] valid_0's rmse: 3.23286 valid_1's rmse: 3.64659 [993] valid_0's rmse: 3.23274 valid_1's rmse: 3.64653 [994] valid_0's rmse: 3.23226 valid_1's rmse: 3.64641 [995] valid_0's rmse: 3.23176 valid_1's rmse: 3.64605 [996] valid_0's rmse: 3.23142 valid_1's rmse: 3.64592 [997] valid_0's rmse: 3.2311 valid_1's rmse: 3.64578 [998] valid_0's rmse: 3.23087 valid_1's rmse: 3.64577 [999] valid_0's rmse: 3.23059 valid_1's rmse: 3.64577 [1000] valid_0's rmse: 3.23016 valid_1's rmse: 3.64551 [1001] valid_0's rmse: 3.22982 valid_1's rmse: 3.64548 [1002] valid_0's rmse: 3.2296 valid_1's rmse: 3.64547 [1003] valid_0's rmse: 3.22937 valid_1's rmse: 3.64546 [1004] valid_0's rmse: 3.22904 valid_1's rmse: 3.64549 [1005] valid_0's rmse: 3.22877 valid_1's rmse: 3.64556 [1006] valid_0's rmse: 3.22847 valid_1's rmse: 3.64558 [1007] valid_0's rmse: 3.22825 valid_1's rmse: 3.64559 [1008] valid_0's rmse: 3.22806 valid_1's rmse: 3.64554 [1009] valid_0's rmse: 3.22772 valid_1's rmse: 3.6457 [1010] valid_0's rmse: 3.22758 valid_1's rmse: 3.64563 [1011] valid_0's rmse: 3.2272 valid_1's rmse: 3.64551 [1012] valid_0's rmse: 3.22699 valid_1's rmse: 3.64544 [1013] valid_0's rmse: 3.22667 valid_1's rmse: 3.64527 [1014] valid_0's rmse: 3.22639 valid_1's rmse: 3.64517 [1015] valid_0's rmse: 3.22618 valid_1's rmse: 3.64507 [1016] valid_0's rmse: 3.22595 valid_1's rmse: 3.64509 [1017] valid_0's rmse: 3.22576 valid_1's rmse: 3.64512 [1018] valid_0's rmse: 3.22555 valid_1's rmse: 3.64512 [1019] valid_0's rmse: 3.2252 valid_1's rmse: 3.64508 [1020] valid_0's rmse: 3.22483 valid_1's rmse: 3.64501 [1021] valid_0's rmse: 3.22454 valid_1's rmse: 3.64496 [1022] valid_0's rmse: 3.22426 valid_1's rmse: 3.64503 [1023] valid_0's rmse: 3.22409 valid_1's rmse: 3.64501 [1024] valid_0's rmse: 3.2239 valid_1's rmse: 3.64511 [1025] valid_0's rmse: 3.22347 valid_1's rmse: 3.64492 [1026] valid_0's rmse: 3.22316 valid_1's rmse: 3.64477 [1027] valid_0's rmse: 3.22292 valid_1's rmse: 3.6446 [1028] valid_0's rmse: 3.2225 valid_1's rmse: 3.64442 [1029] valid_0's rmse: 3.22204 valid_1's rmse: 3.64418 [1030] valid_0's rmse: 3.22162 valid_1's rmse: 3.64401 [1031] valid_0's rmse: 3.22138 valid_1's rmse: 3.64412 [1032] valid_0's rmse: 3.22121 valid_1's rmse: 3.64412 [1033] valid_0's rmse: 3.22097 valid_1's rmse: 3.64413 [1034] valid_0's rmse: 3.22059 valid_1's rmse: 3.64382 [1035] valid_0's rmse: 3.22037 valid_1's rmse: 3.64382 [1036] valid_0's rmse: 3.22018 valid_1's rmse: 3.6438 [1037] valid_0's rmse: 3.21994 valid_1's rmse: 3.6438 [1038] valid_0's rmse: 3.2198 valid_1's rmse: 3.64383 [1039] valid_0's rmse: 3.21948 valid_1's rmse: 3.64386 [1040] valid_0's rmse: 3.21926 valid_1's rmse: 3.64382 [1041] valid_0's rmse: 3.2191 valid_1's rmse: 3.64377 [1042] valid_0's rmse: 3.21853 valid_1's rmse: 3.64363 [1043] valid_0's rmse: 3.21813 valid_1's rmse: 3.64341 [1044] valid_0's rmse: 3.21778 valid_1's rmse: 3.6432 [1045] valid_0's rmse: 3.21752 valid_1's rmse: 3.64318 [1046] valid_0's rmse: 3.2173 valid_1's rmse: 3.6433 [1047] valid_0's rmse: 3.21707 valid_1's rmse: 3.64326 [1048] valid_0's rmse: 3.21659 valid_1's rmse: 3.64314 [1049] valid_0's rmse: 3.21627 valid_1's rmse: 3.64305 [1050] valid_0's rmse: 3.21599 valid_1's rmse: 3.64305 [1051] valid_0's rmse: 3.21574 valid_1's rmse: 3.64293 [1052] valid_0's rmse: 3.21547 valid_1's rmse: 3.64297 [1053] valid_0's rmse: 3.21534 valid_1's rmse: 3.64297 [1054] valid_0's rmse: 3.21495 valid_1's rmse: 3.64288 [1055] valid_0's rmse: 3.21472 valid_1's rmse: 3.64283 [1056] valid_0's rmse: 3.21446 valid_1's rmse: 3.64275 [1057] valid_0's rmse: 3.21428 valid_1's rmse: 3.64279 [1058] valid_0's rmse: 3.21409 valid_1's rmse: 3.64273 [1059] valid_0's rmse: 3.21385 valid_1's rmse: 3.64266 [1060] valid_0's rmse: 3.21365 valid_1's rmse: 3.64264 [1061] valid_0's rmse: 3.2134 valid_1's rmse: 3.64261 [1062] valid_0's rmse: 3.21316 valid_1's rmse: 3.64258 [1063] valid_0's rmse: 3.21258 valid_1's rmse: 3.64222 [1064] valid_0's rmse: 3.21234 valid_1's rmse: 3.64213 [1065] valid_0's rmse: 3.21212 valid_1's rmse: 3.64222 [1066] valid_0's rmse: 3.21177 valid_1's rmse: 3.64215 [1067] valid_0's rmse: 3.21159 valid_1's rmse: 3.64215 [1068] valid_0's rmse: 3.21138 valid_1's rmse: 3.64216 [1069] valid_0's rmse: 3.21118 valid_1's rmse: 3.64211 [1070] valid_0's rmse: 3.211 valid_1's rmse: 3.64196 [1071] valid_0's rmse: 3.2107 valid_1's rmse: 3.64189 [1072] valid_0's rmse: 3.21014 valid_1's rmse: 3.64166 [1073] valid_0's rmse: 3.20986 valid_1's rmse: 3.64156 [1074] valid_0's rmse: 3.20967 valid_1's rmse: 3.64149 [1075] valid_0's rmse: 3.20952 valid_1's rmse: 3.64149 [1076] valid_0's rmse: 3.2093 valid_1's rmse: 3.64138 [1077] valid_0's rmse: 3.20913 valid_1's rmse: 3.6415 [1078] valid_0's rmse: 3.20881 valid_1's rmse: 3.64146 [1079] valid_0's rmse: 3.20859 valid_1's rmse: 3.64135 [1080] valid_0's rmse: 3.20836 valid_1's rmse: 3.64125 [1081] valid_0's rmse: 3.20815 valid_1's rmse: 3.64123 [1082] valid_0's rmse: 3.20794 valid_1's rmse: 3.64113 [1083] valid_0's rmse: 3.20774 valid_1's rmse: 3.64107 [1084] valid_0's rmse: 3.20752 valid_1's rmse: 3.641 [1085] valid_0's rmse: 3.20728 valid_1's rmse: 3.64102 [1086] valid_0's rmse: 3.20695 valid_1's rmse: 3.64105 [1087] valid_0's rmse: 3.2066 valid_1's rmse: 3.64097 [1088] valid_0's rmse: 3.20634 valid_1's rmse: 3.64081 [1089] valid_0's rmse: 3.2061 valid_1's rmse: 3.64078 [1090] valid_0's rmse: 3.20597 valid_1's rmse: 3.64084 [1091] valid_0's rmse: 3.2057 valid_1's rmse: 3.64086 [1092] valid_0's rmse: 3.20539 valid_1's rmse: 3.64057 [1093] valid_0's rmse: 3.20513 valid_1's rmse: 3.64058 [1094] valid_0's rmse: 3.20478 valid_1's rmse: 3.64069 [1095] valid_0's rmse: 3.20437 valid_1's rmse: 3.64067 [1096] valid_0's rmse: 3.20419 valid_1's rmse: 3.64066 [1097] valid_0's rmse: 3.20384 valid_1's rmse: 3.64069 [1098] valid_0's rmse: 3.20353 valid_1's rmse: 3.64071 [1099] valid_0's rmse: 3.20321 valid_1's rmse: 3.64051 [1100] valid_0's rmse: 3.20285 valid_1's rmse: 3.6403 [1101] valid_0's rmse: 3.20256 valid_1's rmse: 3.64026 [1102] valid_0's rmse: 3.20222 valid_1's rmse: 3.6402 [1103] valid_0's rmse: 3.20206 valid_1's rmse: 3.64019 [1104] valid_0's rmse: 3.20176 valid_1's rmse: 3.64006 [1105] valid_0's rmse: 3.20152 valid_1's rmse: 3.64005 [1106] valid_0's rmse: 3.20129 valid_1's rmse: 3.63989 [1107] valid_0's rmse: 3.20104 valid_1's rmse: 3.6399 [1108] valid_0's rmse: 3.20069 valid_1's rmse: 3.63987 [1109] valid_0's rmse: 3.20043 valid_1's rmse: 3.63985 [1110] valid_0's rmse: 3.20029 valid_1's rmse: 3.63983 [1111] valid_0's rmse: 3.20011 valid_1's rmse: 3.63975 [1112] valid_0's rmse: 3.19996 valid_1's rmse: 3.63972 [1113] valid_0's rmse: 3.19974 valid_1's rmse: 3.63968 [1114] valid_0's rmse: 3.19948 valid_1's rmse: 3.63963 [1115] valid_0's rmse: 3.19929 valid_1's rmse: 3.63959 [1116] valid_0's rmse: 3.19912 valid_1's rmse: 3.63952 [1117] valid_0's rmse: 3.19878 valid_1's rmse: 3.63947 [1118] valid_0's rmse: 3.19833 valid_1's rmse: 3.63929 [1119] valid_0's rmse: 3.19806 valid_1's rmse: 3.6391 [1120] valid_0's rmse: 3.19784 valid_1's rmse: 3.63933 [1121] valid_0's rmse: 3.19766 valid_1's rmse: 3.63949 [1122] valid_0's rmse: 3.19734 valid_1's rmse: 3.6396 [1123] valid_0's rmse: 3.197 valid_1's rmse: 3.63956 [1124] valid_0's rmse: 3.19685 valid_1's rmse: 3.63958 [1125] valid_0's rmse: 3.19669 valid_1's rmse: 3.63954 [1126] valid_0's rmse: 3.19645 valid_1's rmse: 3.63967 [1127] valid_0's rmse: 3.19614 valid_1's rmse: 3.63963 [1128] valid_0's rmse: 3.19589 valid_1's rmse: 3.63959 [1129] valid_0's rmse: 3.19574 valid_1's rmse: 3.63952 [1130] valid_0's rmse: 3.19555 valid_1's rmse: 3.63952 [1131] valid_0's rmse: 3.19544 valid_1's rmse: 3.63949 [1132] valid_0's rmse: 3.19524 valid_1's rmse: 3.63943 [1133] valid_0's rmse: 3.19512 valid_1's rmse: 3.63942 [1134] valid_0's rmse: 3.19491 valid_1's rmse: 3.63936 [1135] valid_0's rmse: 3.19465 valid_1's rmse: 3.63931 [1136] valid_0's rmse: 3.19449 valid_1's rmse: 3.63933 [1137] valid_0's rmse: 3.19423 valid_1's rmse: 3.63933 [1138] valid_0's rmse: 3.19407 valid_1's rmse: 3.63936 [1139] valid_0's rmse: 3.1938 valid_1's rmse: 3.63927 Early stopping, best iteration is: [1119] valid_0's rmse: 3.19806 valid_1's rmse: 3.6391 SCORE: 3.6391000479137627 [1] valid_0's rmse: 8.96586 valid_1's rmse: 8.92503 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37973 valid_1's rmse: 8.34042 [3] valid_0's rmse: 7.84955 valid_1's rmse: 7.81183 [4] valid_0's rmse: 7.38493 valid_1's rmse: 7.34846 [5] valid_0's rmse: 6.99314 valid_1's rmse: 6.95818 [6] valid_0's rmse: 6.65208 valid_1's rmse: 6.61864 [7] valid_0's rmse: 6.36812 valid_1's rmse: 6.33632 [8] valid_0's rmse: 6.11127 valid_1's rmse: 6.08018 [9] valid_0's rmse: 5.87194 valid_1's rmse: 5.84159 [10] valid_0's rmse: 5.66585 valid_1's rmse: 5.63647 [11] valid_0's rmse: 5.50187 valid_1's rmse: 5.47305 [12] valid_0's rmse: 5.34304 valid_1's rmse: 5.31474 [13] valid_0's rmse: 5.21652 valid_1's rmse: 5.18908 [14] valid_0's rmse: 5.10212 valid_1's rmse: 5.07562 [15] valid_0's rmse: 4.97962 valid_1's rmse: 4.95356 [16] valid_0's rmse: 4.88364 valid_1's rmse: 4.85839 [17] valid_0's rmse: 4.80953 valid_1's rmse: 4.78549 [18] valid_0's rmse: 4.74792 valid_1's rmse: 4.72461 [19] valid_0's rmse: 4.66254 valid_1's rmse: 4.64026 [20] valid_0's rmse: 4.60102 valid_1's rmse: 4.57866 [21] valid_0's rmse: 4.55671 valid_1's rmse: 4.53629 [22] valid_0's rmse: 4.51853 valid_1's rmse: 4.50001 [23] valid_0's rmse: 4.47281 valid_1's rmse: 4.45495 [24] valid_0's rmse: 4.44058 valid_1's rmse: 4.42437 [25] valid_0's rmse: 4.39957 valid_1's rmse: 4.38357 [26] valid_0's rmse: 4.37474 valid_1's rmse: 4.35974 [27] valid_0's rmse: 4.34103 valid_1's rmse: 4.3259 [28] valid_0's rmse: 4.30712 valid_1's rmse: 4.29193 [29] valid_0's rmse: 4.28426 valid_1's rmse: 4.2697 [30] valid_0's rmse: 4.26809 valid_1's rmse: 4.2539 [31] valid_0's rmse: 4.24573 valid_1's rmse: 4.23267 [32] valid_0's rmse: 4.22381 valid_1's rmse: 4.21108 [33] valid_0's rmse: 4.2085 valid_1's rmse: 4.19579 [34] valid_0's rmse: 4.184 valid_1's rmse: 4.17172 [35] valid_0's rmse: 4.16996 valid_1's rmse: 4.1597 [36] valid_0's rmse: 4.16122 valid_1's rmse: 4.15159 [37] valid_0's rmse: 4.15133 valid_1's rmse: 4.14192 [38] valid_0's rmse: 4.14172 valid_1's rmse: 4.13434 [39] valid_0's rmse: 4.13508 valid_1's rmse: 4.12914 [40] valid_0's rmse: 4.12386 valid_1's rmse: 4.11788 [41] valid_0's rmse: 4.1176 valid_1's rmse: 4.11249 [42] valid_0's rmse: 4.10045 valid_1's rmse: 4.09551 [43] valid_0's rmse: 4.09349 valid_1's rmse: 4.0894 [44] valid_0's rmse: 4.08389 valid_1's rmse: 4.08043 [45] valid_0's rmse: 4.07543 valid_1's rmse: 4.07473 [46] valid_0's rmse: 4.07014 valid_1's rmse: 4.07022 [47] valid_0's rmse: 4.06459 valid_1's rmse: 4.06592 [48] valid_0's rmse: 4.05106 valid_1's rmse: 4.05285 [49] valid_0's rmse: 4.04735 valid_1's rmse: 4.04976 [50] valid_0's rmse: 4.03917 valid_1's rmse: 4.04229 [51] valid_0's rmse: 4.0299 valid_1's rmse: 4.03293 [52] valid_0's rmse: 4.0256 valid_1's rmse: 4.02957 [53] valid_0's rmse: 4.0166 valid_1's rmse: 4.02167 [54] valid_0's rmse: 4.00596 valid_1's rmse: 4.01153 [55] valid_0's rmse: 3.99684 valid_1's rmse: 4.00206 [56] valid_0's rmse: 3.99047 valid_1's rmse: 3.99661 [57] valid_0's rmse: 3.98572 valid_1's rmse: 3.99261 [58] valid_0's rmse: 3.97986 valid_1's rmse: 3.98766 [59] valid_0's rmse: 3.97456 valid_1's rmse: 3.98259 [60] valid_0's rmse: 3.96959 valid_1's rmse: 3.97815 [61] valid_0's rmse: 3.96466 valid_1's rmse: 3.97561 [62] valid_0's rmse: 3.96083 valid_1's rmse: 3.97303 [63] valid_0's rmse: 3.95704 valid_1's rmse: 3.9702 [64] valid_0's rmse: 3.95249 valid_1's rmse: 3.96757 [65] valid_0's rmse: 3.94919 valid_1's rmse: 3.96496 [66] valid_0's rmse: 3.94408 valid_1's rmse: 3.96065 [67] valid_0's rmse: 3.93558 valid_1's rmse: 3.95263 [68] valid_0's rmse: 3.93234 valid_1's rmse: 3.95195 [69] valid_0's rmse: 3.92533 valid_1's rmse: 3.94526 [70] valid_0's rmse: 3.92296 valid_1's rmse: 3.94498 [71] valid_0's rmse: 3.91369 valid_1's rmse: 3.93644 [72] valid_0's rmse: 3.91033 valid_1's rmse: 3.9335 [73] valid_0's rmse: 3.90562 valid_1's rmse: 3.92898 [74] valid_0's rmse: 3.90119 valid_1's rmse: 3.92571 [75] valid_0's rmse: 3.89683 valid_1's rmse: 3.92261 [76] valid_0's rmse: 3.89407 valid_1's rmse: 3.9206 [77] valid_0's rmse: 3.88554 valid_1's rmse: 3.9124 [78] valid_0's rmse: 3.88282 valid_1's rmse: 3.91048 [79] valid_0's rmse: 3.87853 valid_1's rmse: 3.90726 [80] valid_0's rmse: 3.87063 valid_1's rmse: 3.89991 [81] valid_0's rmse: 3.86371 valid_1's rmse: 3.89336 [82] valid_0's rmse: 3.86014 valid_1's rmse: 3.89036 [83] valid_0's rmse: 3.85511 valid_1's rmse: 3.88605 [84] valid_0's rmse: 3.85142 valid_1's rmse: 3.88322 [85] valid_0's rmse: 3.8465 valid_1's rmse: 3.87872 [86] valid_0's rmse: 3.84319 valid_1's rmse: 3.87596 [87] valid_0's rmse: 3.83723 valid_1's rmse: 3.87047 [88] valid_0's rmse: 3.83321 valid_1's rmse: 3.86675 [89] valid_0's rmse: 3.83052 valid_1's rmse: 3.86492 [90] valid_0's rmse: 3.82833 valid_1's rmse: 3.86379 [91] valid_0's rmse: 3.82573 valid_1's rmse: 3.86244 [92] valid_0's rmse: 3.82254 valid_1's rmse: 3.85965 [93] valid_0's rmse: 3.81904 valid_1's rmse: 3.85651 [94] valid_0's rmse: 3.81606 valid_1's rmse: 3.85391 [95] valid_0's rmse: 3.81358 valid_1's rmse: 3.85266 [96] valid_0's rmse: 3.8089 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valid_1's rmse: 3.65935 [617] valid_0's rmse: 3.35933 valid_1's rmse: 3.65954 [618] valid_0's rmse: 3.35909 valid_1's rmse: 3.65941 [619] valid_0's rmse: 3.35859 valid_1's rmse: 3.65962 [620] valid_0's rmse: 3.35815 valid_1's rmse: 3.65968 [621] valid_0's rmse: 3.35782 valid_1's rmse: 3.65973 [622] valid_0's rmse: 3.35749 valid_1's rmse: 3.65973 [623] valid_0's rmse: 3.35713 valid_1's rmse: 3.65957 [624] valid_0's rmse: 3.35661 valid_1's rmse: 3.65949 [625] valid_0's rmse: 3.35622 valid_1's rmse: 3.65958 [626] valid_0's rmse: 3.35574 valid_1's rmse: 3.65926 [627] valid_0's rmse: 3.35553 valid_1's rmse: 3.65921 [628] valid_0's rmse: 3.35527 valid_1's rmse: 3.65917 [629] valid_0's rmse: 3.35502 valid_1's rmse: 3.65903 [630] valid_0's rmse: 3.35457 valid_1's rmse: 3.65896 [631] valid_0's rmse: 3.35386 valid_1's rmse: 3.65869 [632] valid_0's rmse: 3.35367 valid_1's rmse: 3.65861 [633] valid_0's rmse: 3.35328 valid_1's rmse: 3.65838 [634] valid_0's rmse: 3.35304 valid_1's rmse: 3.65842 [635] valid_0's rmse: 3.35275 valid_1's rmse: 3.6584 [636] valid_0's rmse: 3.35255 valid_1's rmse: 3.65841 [637] valid_0's rmse: 3.35194 valid_1's rmse: 3.65829 [638] valid_0's rmse: 3.35149 valid_1's rmse: 3.65831 [639] valid_0's rmse: 3.35112 valid_1's rmse: 3.65824 [640] valid_0's rmse: 3.35058 valid_1's rmse: 3.65827 [641] valid_0's rmse: 3.35034 valid_1's rmse: 3.65828 [642] valid_0's rmse: 3.34988 valid_1's rmse: 3.65812 [643] valid_0's rmse: 3.34942 valid_1's rmse: 3.65807 [644] valid_0's rmse: 3.34857 valid_1's rmse: 3.65786 [645] valid_0's rmse: 3.34831 valid_1's rmse: 3.65792 [646] valid_0's rmse: 3.34796 valid_1's rmse: 3.65784 [647] valid_0's rmse: 3.34767 valid_1's rmse: 3.65786 [648] valid_0's rmse: 3.34722 valid_1's rmse: 3.65775 [649] valid_0's rmse: 3.34699 valid_1's rmse: 3.65778 [650] valid_0's rmse: 3.3466 valid_1's rmse: 3.65776 [651] valid_0's rmse: 3.34604 valid_1's rmse: 3.6577 [652] valid_0's rmse: 3.34567 valid_1's rmse: 3.65774 [653] valid_0's rmse: 3.34539 valid_1's rmse: 3.65766 [654] valid_0's rmse: 3.34495 valid_1's rmse: 3.65756 [655] valid_0's rmse: 3.34468 valid_1's rmse: 3.65753 [656] valid_0's rmse: 3.3444 valid_1's rmse: 3.65749 [657] valid_0's rmse: 3.34411 valid_1's rmse: 3.6574 [658] valid_0's rmse: 3.34378 valid_1's rmse: 3.65741 [659] valid_0's rmse: 3.3434 valid_1's rmse: 3.65726 [660] valid_0's rmse: 3.34293 valid_1's rmse: 3.65731 [661] valid_0's rmse: 3.34251 valid_1's rmse: 3.65728 [662] valid_0's rmse: 3.3422 valid_1's rmse: 3.65733 [663] valid_0's rmse: 3.34179 valid_1's rmse: 3.65721 [664] valid_0's rmse: 3.34127 valid_1's rmse: 3.6573 [665] valid_0's rmse: 3.341 valid_1's rmse: 3.65717 [666] valid_0's rmse: 3.34029 valid_1's rmse: 3.65753 [667] valid_0's rmse: 3.33981 valid_1's rmse: 3.65733 [668] valid_0's rmse: 3.33947 valid_1's rmse: 3.65736 [669] valid_0's rmse: 3.3391 valid_1's rmse: 3.65716 [670] valid_0's rmse: 3.33861 valid_1's rmse: 3.65684 [671] valid_0's rmse: 3.33816 valid_1's rmse: 3.65665 [672] valid_0's rmse: 3.33789 valid_1's rmse: 3.65662 [673] valid_0's rmse: 3.3375 valid_1's rmse: 3.65654 [674] valid_0's rmse: 3.33722 valid_1's rmse: 3.6565 [675] valid_0's rmse: 3.33674 valid_1's rmse: 3.65634 [676] valid_0's rmse: 3.33627 valid_1's rmse: 3.65638 [677] valid_0's rmse: 3.33577 valid_1's rmse: 3.6561 [678] valid_0's rmse: 3.33538 valid_1's rmse: 3.65617 [679] valid_0's rmse: 3.33476 valid_1's rmse: 3.65609 [680] valid_0's rmse: 3.33437 valid_1's rmse: 3.65616 [681] valid_0's rmse: 3.33415 valid_1's rmse: 3.65607 [682] valid_0's rmse: 3.33387 valid_1's rmse: 3.65602 [683] valid_0's rmse: 3.3336 valid_1's rmse: 3.65587 [684] valid_0's rmse: 3.33326 valid_1's rmse: 3.65588 [685] valid_0's rmse: 3.3329 valid_1's rmse: 3.65581 [686] valid_0's rmse: 3.33226 valid_1's rmse: 3.6558 [687] valid_0's rmse: 3.33182 valid_1's rmse: 3.65556 [688] valid_0's rmse: 3.33144 valid_1's rmse: 3.65552 [689] valid_0's rmse: 3.33089 valid_1's rmse: 3.65537 [690] valid_0's rmse: 3.33058 valid_1's rmse: 3.65526 [691] valid_0's rmse: 3.33013 valid_1's rmse: 3.65509 [692] valid_0's rmse: 3.32971 valid_1's rmse: 3.65507 [693] valid_0's rmse: 3.3293 valid_1's rmse: 3.65518 [694] valid_0's rmse: 3.32895 valid_1's rmse: 3.65518 [695] valid_0's rmse: 3.32882 valid_1's rmse: 3.65518 [696] valid_0's rmse: 3.32836 valid_1's rmse: 3.65504 [697] valid_0's rmse: 3.32791 valid_1's rmse: 3.65487 [698] valid_0's rmse: 3.32763 valid_1's rmse: 3.65466 [699] valid_0's rmse: 3.3274 valid_1's rmse: 3.65447 [700] valid_0's rmse: 3.32698 valid_1's rmse: 3.65431 [701] valid_0's rmse: 3.32673 valid_1's rmse: 3.65418 [702] valid_0's rmse: 3.32655 valid_1's rmse: 3.65404 [703] valid_0's rmse: 3.32638 valid_1's rmse: 3.654 [704] valid_0's rmse: 3.32599 valid_1's rmse: 3.65386 [705] valid_0's rmse: 3.32575 valid_1's rmse: 3.65374 [706] valid_0's rmse: 3.32544 valid_1's rmse: 3.65367 [707] valid_0's rmse: 3.32525 valid_1's rmse: 3.65363 [708] valid_0's rmse: 3.32488 valid_1's rmse: 3.6536 [709] valid_0's rmse: 3.32447 valid_1's rmse: 3.65345 [710] valid_0's rmse: 3.32401 valid_1's rmse: 3.65334 [711] valid_0's rmse: 3.32358 valid_1's rmse: 3.65338 [712] valid_0's rmse: 3.32324 valid_1's rmse: 3.65334 [713] valid_0's rmse: 3.32292 valid_1's rmse: 3.65331 [714] valid_0's rmse: 3.32261 valid_1's rmse: 3.65317 [715] valid_0's rmse: 3.3221 valid_1's rmse: 3.65313 [716] valid_0's rmse: 3.32183 valid_1's rmse: 3.65333 [717] valid_0's rmse: 3.32145 valid_1's rmse: 3.65346 [718] valid_0's rmse: 3.32113 valid_1's rmse: 3.65347 [719] valid_0's rmse: 3.32074 valid_1's rmse: 3.65332 [720] valid_0's rmse: 3.32017 valid_1's rmse: 3.65316 [721] valid_0's rmse: 3.31982 valid_1's rmse: 3.65306 [722] valid_0's rmse: 3.3196 valid_1's rmse: 3.65296 [723] valid_0's rmse: 3.31914 valid_1's rmse: 3.65291 [724] valid_0's rmse: 3.31869 valid_1's rmse: 3.65275 [725] valid_0's rmse: 3.31821 valid_1's rmse: 3.65257 [726] valid_0's rmse: 3.318 valid_1's rmse: 3.65247 [727] valid_0's rmse: 3.31775 valid_1's rmse: 3.65237 [728] valid_0's rmse: 3.31724 valid_1's rmse: 3.65231 [729] valid_0's rmse: 3.31687 valid_1's rmse: 3.65232 [730] valid_0's rmse: 3.31647 valid_1's rmse: 3.65211 [731] valid_0's rmse: 3.31604 valid_1's rmse: 3.65202 [732] valid_0's rmse: 3.31567 valid_1's rmse: 3.65191 [733] valid_0's rmse: 3.31513 valid_1's rmse: 3.6516 [734] valid_0's rmse: 3.31484 valid_1's rmse: 3.65154 [735] valid_0's rmse: 3.3147 valid_1's rmse: 3.65152 [736] valid_0's rmse: 3.31438 valid_1's rmse: 3.65144 [737] valid_0's rmse: 3.31403 valid_1's rmse: 3.65138 [738] valid_0's rmse: 3.31378 valid_1's rmse: 3.65137 [739] valid_0's rmse: 3.31332 valid_1's rmse: 3.65135 [740] valid_0's rmse: 3.31295 valid_1's rmse: 3.65136 [741] valid_0's rmse: 3.3127 valid_1's rmse: 3.6514 [742] valid_0's rmse: 3.31232 valid_1's rmse: 3.65141 [743] valid_0's rmse: 3.31207 valid_1's rmse: 3.65131 [744] valid_0's rmse: 3.31184 valid_1's rmse: 3.65133 [745] valid_0's rmse: 3.31134 valid_1's rmse: 3.65118 [746] valid_0's rmse: 3.31092 valid_1's rmse: 3.65103 [747] valid_0's rmse: 3.31068 valid_1's rmse: 3.65105 [748] valid_0's rmse: 3.31037 valid_1's rmse: 3.6511 [749] valid_0's rmse: 3.3099 valid_1's rmse: 3.65136 [750] valid_0's rmse: 3.30965 valid_1's rmse: 3.65127 [751] valid_0's rmse: 3.30928 valid_1's rmse: 3.6511 [752] valid_0's rmse: 3.30881 valid_1's rmse: 3.65094 [753] valid_0's rmse: 3.30839 valid_1's rmse: 3.65092 [754] valid_0's rmse: 3.30808 valid_1's rmse: 3.65096 [755] valid_0's rmse: 3.30775 valid_1's rmse: 3.65097 [756] valid_0's rmse: 3.30744 valid_1's rmse: 3.65093 [757] valid_0's rmse: 3.30708 valid_1's rmse: 3.65104 [758] valid_0's rmse: 3.30664 valid_1's rmse: 3.65107 [759] valid_0's rmse: 3.3063 valid_1's rmse: 3.65123 [760] valid_0's rmse: 3.30598 valid_1's rmse: 3.65127 [761] valid_0's rmse: 3.30574 valid_1's rmse: 3.65118 [762] valid_0's rmse: 3.30543 valid_1's rmse: 3.65138 [763] valid_0's rmse: 3.30517 valid_1's rmse: 3.65134 [764] valid_0's rmse: 3.30502 valid_1's rmse: 3.6513 [765] valid_0's rmse: 3.30464 valid_1's rmse: 3.65131 [766] valid_0's rmse: 3.30446 valid_1's rmse: 3.65136 [767] valid_0's rmse: 3.30406 valid_1's rmse: 3.6515 [768] valid_0's rmse: 3.30385 valid_1's rmse: 3.65144 [769] valid_0's rmse: 3.30351 valid_1's rmse: 3.65165 [770] valid_0's rmse: 3.30316 valid_1's rmse: 3.65205 [771] valid_0's rmse: 3.30297 valid_1's rmse: 3.65208 [772] valid_0's rmse: 3.3026 valid_1's rmse: 3.65196 [773] valid_0's rmse: 3.30245 valid_1's rmse: 3.65194 Early stopping, best iteration is: [753] valid_0's rmse: 3.30839 valid_1's rmse: 3.65092 SCORE: 3.650918564554664 [1] valid_0's rmse: 8.96851 valid_1's rmse: 8.92734 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38695 valid_1's rmse: 8.34663 [3] valid_0's rmse: 7.85949 valid_1's rmse: 7.82059 [4] valid_0's rmse: 7.40461 valid_1's rmse: 7.36794 [5] valid_0's rmse: 7.00917 valid_1's rmse: 6.97328 [6] valid_0's rmse: 6.66526 valid_1's rmse: 6.63109 [7] valid_0's rmse: 6.37939 valid_1's rmse: 6.34726 [8] valid_0's rmse: 6.1211 valid_1's rmse: 6.08911 [9] valid_0's rmse: 5.88063 valid_1's rmse: 5.84852 [10] valid_0's rmse: 5.67875 valid_1's rmse: 5.647 [11] valid_0's rmse: 5.50959 valid_1's rmse: 5.47858 [12] valid_0's rmse: 5.35737 valid_1's rmse: 5.32732 [13] valid_0's rmse: 5.22965 valid_1's rmse: 5.20026 [14] valid_0's rmse: 5.11503 valid_1's rmse: 5.08702 [15] valid_0's rmse: 4.99575 valid_1's rmse: 4.96887 [16] valid_0's rmse: 4.88244 valid_1's rmse: 4.85587 [17] valid_0's rmse: 4.81306 valid_1's rmse: 4.78666 [18] valid_0's rmse: 4.73774 valid_1's rmse: 4.71296 [19] valid_0's rmse: 4.67601 valid_1's rmse: 4.65229 [20] valid_0's rmse: 4.61688 valid_1's rmse: 4.59326 [21] valid_0's rmse: 4.5686 valid_1's rmse: 4.5464 [22] valid_0's rmse: 4.52714 valid_1's rmse: 4.50529 [23] valid_0's rmse: 4.49619 valid_1's rmse: 4.47578 [24] valid_0's rmse: 4.4642 valid_1's rmse: 4.44484 [25] valid_0's rmse: 4.42594 valid_1's rmse: 4.40717 [26] valid_0's rmse: 4.38826 valid_1's rmse: 4.37014 [27] valid_0's rmse: 4.36425 valid_1's rmse: 4.34628 [28] valid_0's rmse: 4.33191 valid_1's rmse: 4.31402 [29] valid_0's rmse: 4.31398 valid_1's rmse: 4.29645 [30] valid_0's rmse: 4.28738 valid_1's rmse: 4.26985 [31] valid_0's rmse: 4.25943 valid_1's rmse: 4.24243 [32] valid_0's rmse: 4.23509 valid_1's rmse: 4.21855 [33] valid_0's rmse: 4.22492 valid_1's rmse: 4.20958 [34] valid_0's rmse: 4.20564 valid_1's rmse: 4.19121 [35] valid_0's rmse: 4.18452 valid_1's rmse: 4.17102 [36] valid_0's rmse: 4.17592 valid_1's rmse: 4.16321 [37] valid_0's rmse: 4.16509 valid_1's rmse: 4.15362 [38] valid_0's rmse: 4.14591 valid_1's rmse: 4.13622 [39] valid_0's rmse: 4.13991 valid_1's rmse: 4.13099 [40] valid_0's rmse: 4.13413 valid_1's rmse: 4.1259 [41] valid_0's rmse: 4.12774 valid_1's rmse: 4.12084 [42] valid_0's rmse: 4.111 valid_1's rmse: 4.10454 [43] valid_0's rmse: 4.10113 valid_1's rmse: 4.09493 [44] valid_0's rmse: 4.09278 valid_1's rmse: 4.08783 [45] valid_0's rmse: 4.08161 valid_1's rmse: 4.07747 [46] valid_0's rmse: 4.07518 valid_1's rmse: 4.07139 [47] valid_0's rmse: 4.06703 valid_1's rmse: 4.06377 [48] valid_0's rmse: 4.05491 valid_1's rmse: 4.05195 [49] valid_0's rmse: 4.0517 valid_1's rmse: 4.05003 [50] valid_0's rmse: 4.04341 valid_1's rmse: 4.04309 [51] valid_0's rmse: 4.03728 valid_1's rmse: 4.03753 [52] valid_0's rmse: 4.03136 valid_1's rmse: 4.03242 [53] valid_0's rmse: 4.02098 valid_1's rmse: 4.0231 [54] valid_0's rmse: 4.00876 valid_1's rmse: 4.01117 [55] valid_0's rmse: 3.99702 valid_1's rmse: 3.99931 [56] valid_0's rmse: 3.98603 valid_1's rmse: 3.98956 [57] valid_0's rmse: 3.98327 valid_1's rmse: 3.98824 [58] valid_0's rmse: 3.97929 valid_1's rmse: 3.98483 [59] valid_0's rmse: 3.9714 valid_1's rmse: 3.97729 [60] valid_0's rmse: 3.96422 valid_1's rmse: 3.97116 [61] valid_0's rmse: 3.95961 valid_1's rmse: 3.9678 [62] valid_0's rmse: 3.95682 valid_1's rmse: 3.96648 [63] valid_0's rmse: 3.95094 valid_1's rmse: 3.96073 [64] valid_0's rmse: 3.94869 valid_1's rmse: 3.95949 [65] valid_0's rmse: 3.94462 valid_1's rmse: 3.95642 [66] valid_0's rmse: 3.94005 valid_1's rmse: 3.95301 [67] valid_0's rmse: 3.93689 valid_1's rmse: 3.95074 [68] valid_0's rmse: 3.93174 valid_1's rmse: 3.94656 [69] valid_0's rmse: 3.92579 valid_1's rmse: 3.94184 [70] valid_0's rmse: 3.92361 valid_1's rmse: 3.94119 [71] valid_0's rmse: 3.91876 valid_1's rmse: 3.93683 [72] valid_0's rmse: 3.91484 valid_1's rmse: 3.93487 [73] valid_0's rmse: 3.91092 valid_1's rmse: 3.93196 [74] valid_0's rmse: 3.90548 valid_1's rmse: 3.92835 [75] valid_0's rmse: 3.89851 valid_1's rmse: 3.92115 [76] valid_0's rmse: 3.89551 valid_1's rmse: 3.91887 [77] valid_0's rmse: 3.89245 valid_1's rmse: 3.91763 [78] valid_0's rmse: 3.88752 valid_1's rmse: 3.91319 [79] valid_0's rmse: 3.88265 valid_1's rmse: 3.90869 [80] valid_0's rmse: 3.87714 valid_1's rmse: 3.90356 [81] valid_0's rmse: 3.87123 valid_1's rmse: 3.89798 [82] valid_0's rmse: 3.86795 valid_1's rmse: 3.8959 [83] valid_0's rmse: 3.86543 valid_1's rmse: 3.89466 [84] valid_0's rmse: 3.86265 valid_1's rmse: 3.89275 [85] valid_0's rmse: 3.85892 valid_1's rmse: 3.88937 [86] valid_0's rmse: 3.85512 valid_1's rmse: 3.88766 [87] valid_0's rmse: 3.85369 valid_1's rmse: 3.88676 [88] valid_0's rmse: 3.84954 valid_1's rmse: 3.88339 [89] valid_0's rmse: 3.84456 valid_1's rmse: 3.87834 [90] valid_0's rmse: 3.84218 valid_1's rmse: 3.8766 [91] valid_0's rmse: 3.83785 valid_1's rmse: 3.87352 [92] valid_0's rmse: 3.83492 valid_1's rmse: 3.87117 [93] valid_0's rmse: 3.83302 valid_1's rmse: 3.87051 [94] valid_0's rmse: 3.82819 valid_1's rmse: 3.86591 [95] valid_0's rmse: 3.82692 valid_1's rmse: 3.86529 [96] valid_0's rmse: 3.82431 valid_1's rmse: 3.86416 [97] valid_0's rmse: 3.82148 valid_1's rmse: 3.86235 [98] valid_0's rmse: 3.8183 valid_1's rmse: 3.85959 [99] valid_0's rmse: 3.81582 valid_1's rmse: 3.85779 [100] valid_0's rmse: 3.81248 valid_1's rmse: 3.85463 [101] valid_0's rmse: 3.80964 valid_1's rmse: 3.85271 [102] valid_0's rmse: 3.80492 valid_1's rmse: 3.84813 [103] valid_0's rmse: 3.80287 valid_1's rmse: 3.84644 [104] valid_0's rmse: 3.79902 valid_1's rmse: 3.84283 [105] valid_0's rmse: 3.79689 valid_1's rmse: 3.84215 [106] valid_0's rmse: 3.79472 valid_1's rmse: 3.84058 [107] valid_0's rmse: 3.79061 valid_1's rmse: 3.83697 [108] valid_0's rmse: 3.78858 valid_1's rmse: 3.83577 [109] valid_0's rmse: 3.7856 valid_1's rmse: 3.83364 [110] valid_0's rmse: 3.78332 valid_1's rmse: 3.83236 [111] valid_0's rmse: 3.78176 valid_1's rmse: 3.83178 [112] valid_0's rmse: 3.77847 valid_1's rmse: 3.82886 [113] valid_0's rmse: 3.77655 valid_1's rmse: 3.82831 [114] valid_0's rmse: 3.77314 valid_1's rmse: 3.82525 [115] valid_0's rmse: 3.77125 valid_1's rmse: 3.82406 [116] valid_0's rmse: 3.76821 valid_1's rmse: 3.82173 [117] valid_0's rmse: 3.76588 valid_1's rmse: 3.81949 [118] valid_0's rmse: 3.76425 valid_1's rmse: 3.81836 [119] valid_0's rmse: 3.7616 valid_1's rmse: 3.81608 [120] valid_0's rmse: 3.75966 valid_1's rmse: 3.81498 [121] valid_0's rmse: 3.75748 valid_1's rmse: 3.81379 [122] valid_0's rmse: 3.75639 valid_1's rmse: 3.81364 [123] valid_0's rmse: 3.75489 valid_1's rmse: 3.81306 [124] valid_0's rmse: 3.75264 valid_1's rmse: 3.81128 [125] valid_0's rmse: 3.75079 valid_1's rmse: 3.81032 [126] valid_0's rmse: 3.74776 valid_1's rmse: 3.80748 [127] valid_0's rmse: 3.74546 valid_1's rmse: 3.80605 [128] valid_0's rmse: 3.74406 valid_1's rmse: 3.80515 [129] valid_0's rmse: 3.74249 valid_1's rmse: 3.80381 [130] valid_0's rmse: 3.74098 valid_1's rmse: 3.80273 [131] valid_0's rmse: 3.73791 valid_1's rmse: 3.79974 [132] valid_0's rmse: 3.73644 valid_1's rmse: 3.79944 [133] valid_0's rmse: 3.73537 valid_1's rmse: 3.79874 [134] valid_0's rmse: 3.73393 valid_1's rmse: 3.79784 [135] valid_0's rmse: 3.73167 valid_1's rmse: 3.79608 [136] valid_0's rmse: 3.72929 valid_1's rmse: 3.7938 [137] valid_0's rmse: 3.72832 valid_1's rmse: 3.79339 [138] valid_0's rmse: 3.72698 valid_1's rmse: 3.79251 [139] valid_0's rmse: 3.72451 valid_1's rmse: 3.79085 [140] valid_0's rmse: 3.72323 valid_1's rmse: 3.79062 [141] valid_0's rmse: 3.72162 valid_1's rmse: 3.79048 [142] valid_0's rmse: 3.71856 valid_1's rmse: 3.78789 [143] valid_0's rmse: 3.71716 valid_1's rmse: 3.78681 [144] valid_0's rmse: 3.7158 valid_1's rmse: 3.7861 [145] valid_0's rmse: 3.7138 valid_1's rmse: 3.78479 [146] valid_0's rmse: 3.71253 valid_1's rmse: 3.78472 [147] valid_0's rmse: 3.71136 valid_1's rmse: 3.78457 [148] valid_0's rmse: 3.70939 valid_1's rmse: 3.78327 [149] valid_0's rmse: 3.7078 valid_1's rmse: 3.78211 [150] valid_0's rmse: 3.70603 valid_1's rmse: 3.78157 [151] valid_0's rmse: 3.70483 valid_1's rmse: 3.78071 [152] valid_0's rmse: 3.70254 valid_1's rmse: 3.77924 [153] valid_0's rmse: 3.70065 valid_1's rmse: 3.7776 [154] valid_0's rmse: 3.69929 valid_1's rmse: 3.77657 [155] valid_0's rmse: 3.6979 valid_1's rmse: 3.77588 [156] valid_0's rmse: 3.696 valid_1's rmse: 3.77498 [157] valid_0's rmse: 3.69478 valid_1's rmse: 3.7739 [158] valid_0's rmse: 3.69324 valid_1's rmse: 3.77366 [159] valid_0's rmse: 3.69244 valid_1's rmse: 3.77335 [160] valid_0's rmse: 3.6908 valid_1's rmse: 3.77214 [161] valid_0's rmse: 3.68899 valid_1's rmse: 3.77073 [162] valid_0's rmse: 3.68676 valid_1's rmse: 3.76864 [163] valid_0's rmse: 3.68506 valid_1's rmse: 3.76733 [164] valid_0's rmse: 3.68351 valid_1's rmse: 3.76648 [165] valid_0's rmse: 3.68231 valid_1's rmse: 3.76569 [166] valid_0's rmse: 3.68092 valid_1's rmse: 3.76453 [167] valid_0's rmse: 3.67957 valid_1's rmse: 3.7637 [168] valid_0's rmse: 3.67816 valid_1's rmse: 3.7628 [169] valid_0's rmse: 3.67644 valid_1's rmse: 3.76243 [170] valid_0's rmse: 3.67519 valid_1's 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[375] valid_0's rmse: 3.49669 valid_1's rmse: 3.68786 [376] valid_0's rmse: 3.49639 valid_1's rmse: 3.68773 [377] valid_0's rmse: 3.49576 valid_1's rmse: 3.68794 [378] valid_0's rmse: 3.49514 valid_1's rmse: 3.68756 [379] valid_0's rmse: 3.49427 valid_1's rmse: 3.68753 [380] valid_0's rmse: 3.49383 valid_1's rmse: 3.68726 [381] valid_0's rmse: 3.49319 valid_1's rmse: 3.68689 [382] valid_0's rmse: 3.49262 valid_1's rmse: 3.68617 [383] valid_0's rmse: 3.49216 valid_1's rmse: 3.68598 [384] valid_0's rmse: 3.49171 valid_1's rmse: 3.68602 [385] valid_0's rmse: 3.491 valid_1's rmse: 3.68564 [386] valid_0's rmse: 3.49072 valid_1's rmse: 3.68558 [387] valid_0's rmse: 3.49007 valid_1's rmse: 3.68517 [388] valid_0's rmse: 3.48958 valid_1's rmse: 3.68516 [389] valid_0's rmse: 3.48894 valid_1's rmse: 3.68503 [390] valid_0's rmse: 3.48864 valid_1's rmse: 3.68489 [391] valid_0's rmse: 3.48805 valid_1's rmse: 3.68438 [392] valid_0's rmse: 3.48781 valid_1's rmse: 3.68442 [393] valid_0's rmse: 3.48716 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[449] valid_0's rmse: 3.45832 valid_1's rmse: 3.67986 [450] valid_0's rmse: 3.45804 valid_1's rmse: 3.67993 [451] valid_0's rmse: 3.45728 valid_1's rmse: 3.67965 [452] valid_0's rmse: 3.45695 valid_1's rmse: 3.67943 [453] valid_0's rmse: 3.45649 valid_1's rmse: 3.67925 [454] valid_0's rmse: 3.45603 valid_1's rmse: 3.67895 [455] valid_0's rmse: 3.45545 valid_1's rmse: 3.67843 [456] valid_0's rmse: 3.45501 valid_1's rmse: 3.67829 [457] valid_0's rmse: 3.45435 valid_1's rmse: 3.67804 [458] valid_0's rmse: 3.454 valid_1's rmse: 3.67806 [459] valid_0's rmse: 3.45348 valid_1's rmse: 3.67786 [460] valid_0's rmse: 3.45288 valid_1's rmse: 3.67743 [461] valid_0's rmse: 3.45206 valid_1's rmse: 3.677 [462] valid_0's rmse: 3.45144 valid_1's rmse: 3.67677 [463] valid_0's rmse: 3.45105 valid_1's rmse: 3.67687 [464] valid_0's rmse: 3.45045 valid_1's rmse: 3.67647 [465] valid_0's rmse: 3.45001 valid_1's rmse: 3.6765 [466] valid_0's rmse: 3.44844 valid_1's rmse: 3.67574 [467] valid_0's rmse: 3.44822 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3.3581 valid_1's rmse: 3.65583 [672] valid_0's rmse: 3.35775 valid_1's rmse: 3.65578 [673] valid_0's rmse: 3.35748 valid_1's rmse: 3.65572 [674] valid_0's rmse: 3.35715 valid_1's rmse: 3.65564 [675] valid_0's rmse: 3.35674 valid_1's rmse: 3.65543 [676] valid_0's rmse: 3.35643 valid_1's rmse: 3.65535 [677] valid_0's rmse: 3.35597 valid_1's rmse: 3.65526 [678] valid_0's rmse: 3.35572 valid_1's rmse: 3.65524 [679] valid_0's rmse: 3.35511 valid_1's rmse: 3.65505 [680] valid_0's rmse: 3.35438 valid_1's rmse: 3.65444 [681] valid_0's rmse: 3.35409 valid_1's rmse: 3.65445 [682] valid_0's rmse: 3.35356 valid_1's rmse: 3.65428 [683] valid_0's rmse: 3.35302 valid_1's rmse: 3.65405 [684] valid_0's rmse: 3.35248 valid_1's rmse: 3.65377 [685] valid_0's rmse: 3.35224 valid_1's rmse: 3.65371 [686] valid_0's rmse: 3.35165 valid_1's rmse: 3.6535 [687] valid_0's rmse: 3.35118 valid_1's rmse: 3.65336 [688] valid_0's rmse: 3.35059 valid_1's rmse: 3.65332 [689] valid_0's rmse: 3.35016 valid_1's rmse: 3.65319 [690] valid_0's rmse: 3.34986 valid_1's rmse: 3.65321 [691] valid_0's rmse: 3.34933 valid_1's rmse: 3.65303 [692] valid_0's rmse: 3.34904 valid_1's rmse: 3.65297 [693] valid_0's rmse: 3.34882 valid_1's rmse: 3.65295 [694] valid_0's rmse: 3.34833 valid_1's rmse: 3.65268 [695] valid_0's rmse: 3.34809 valid_1's rmse: 3.65265 [696] valid_0's rmse: 3.348 valid_1's rmse: 3.65267 [697] valid_0's rmse: 3.34764 valid_1's rmse: 3.65267 [698] valid_0's rmse: 3.34743 valid_1's rmse: 3.65268 [699] valid_0's rmse: 3.34707 valid_1's rmse: 3.65286 [700] valid_0's rmse: 3.34671 valid_1's rmse: 3.65259 [701] valid_0's rmse: 3.34637 valid_1's rmse: 3.65248 [702] valid_0's rmse: 3.34587 valid_1's rmse: 3.65233 [703] valid_0's rmse: 3.3456 valid_1's rmse: 3.65233 [704] valid_0's rmse: 3.34506 valid_1's rmse: 3.65221 [705] valid_0's rmse: 3.34471 valid_1's rmse: 3.65217 [706] valid_0's rmse: 3.3444 valid_1's rmse: 3.65199 [707] valid_0's rmse: 3.34388 valid_1's rmse: 3.65185 [708] valid_0's rmse: 3.34367 valid_1's rmse: 3.65176 [709] valid_0's rmse: 3.34336 valid_1's rmse: 3.65167 [710] valid_0's rmse: 3.34288 valid_1's rmse: 3.65159 [711] valid_0's rmse: 3.34258 valid_1's rmse: 3.65151 [712] valid_0's rmse: 3.34222 valid_1's rmse: 3.65146 [713] valid_0's rmse: 3.3418 valid_1's rmse: 3.65138 [714] valid_0's rmse: 3.34157 valid_1's rmse: 3.65131 [715] valid_0's rmse: 3.34126 valid_1's rmse: 3.65122 [716] valid_0's rmse: 3.34089 valid_1's rmse: 3.65113 [717] valid_0's rmse: 3.34065 valid_1's rmse: 3.65102 [718] valid_0's rmse: 3.34033 valid_1's rmse: 3.65109 [719] valid_0's rmse: 3.34025 valid_1's rmse: 3.6511 [720] valid_0's rmse: 3.3397 valid_1's rmse: 3.65079 [721] valid_0's rmse: 3.33954 valid_1's rmse: 3.65077 [722] valid_0's rmse: 3.33914 valid_1's rmse: 3.65074 [723] valid_0's rmse: 3.33887 valid_1's rmse: 3.65067 [724] valid_0's rmse: 3.33861 valid_1's rmse: 3.65056 [725] valid_0's rmse: 3.33841 valid_1's rmse: 3.65051 [726] valid_0's rmse: 3.3382 valid_1's rmse: 3.65044 [727] valid_0's rmse: 3.33778 valid_1's rmse: 3.65023 [728] valid_0's rmse: 3.33724 valid_1's rmse: 3.64995 [729] valid_0's rmse: 3.33689 valid_1's rmse: 3.65004 [730] valid_0's rmse: 3.33664 valid_1's rmse: 3.65018 [731] valid_0's rmse: 3.33601 valid_1's rmse: 3.65002 [732] valid_0's rmse: 3.33572 valid_1's rmse: 3.64981 [733] valid_0's rmse: 3.3352 valid_1's rmse: 3.64974 [734] valid_0's rmse: 3.33461 valid_1's rmse: 3.64934 [735] valid_0's rmse: 3.33426 valid_1's rmse: 3.64927 [736] valid_0's rmse: 3.33355 valid_1's rmse: 3.64888 [737] valid_0's rmse: 3.33332 valid_1's rmse: 3.64882 [738] valid_0's rmse: 3.3331 valid_1's rmse: 3.64895 [739] valid_0's rmse: 3.33274 valid_1's rmse: 3.64894 [740] valid_0's rmse: 3.33218 valid_1's rmse: 3.64891 [741] valid_0's rmse: 3.33185 valid_1's rmse: 3.64887 [742] valid_0's rmse: 3.33154 valid_1's rmse: 3.64875 [743] valid_0's rmse: 3.33093 valid_1's rmse: 3.64895 [744] valid_0's rmse: 3.33067 valid_1's rmse: 3.64881 [745] valid_0's rmse: 3.3304 valid_1's rmse: 3.64874 [746] valid_0's rmse: 3.33012 valid_1's rmse: 3.64856 [747] valid_0's rmse: 3.32962 valid_1's rmse: 3.64842 [748] valid_0's rmse: 3.3293 valid_1's rmse: 3.64845 [749] valid_0's rmse: 3.32902 valid_1's rmse: 3.64842 [750] valid_0's rmse: 3.32879 valid_1's rmse: 3.64836 [751] valid_0's rmse: 3.32847 valid_1's rmse: 3.64837 [752] valid_0's rmse: 3.32797 valid_1's rmse: 3.64835 [753] valid_0's rmse: 3.32753 valid_1's rmse: 3.64818 [754] valid_0's rmse: 3.32735 valid_1's rmse: 3.64816 [755] valid_0's rmse: 3.32715 valid_1's rmse: 3.64814 [756] valid_0's rmse: 3.32675 valid_1's rmse: 3.64798 [757] valid_0's rmse: 3.32642 valid_1's rmse: 3.64782 [758] valid_0's rmse: 3.32603 valid_1's rmse: 3.64769 [759] valid_0's rmse: 3.32571 valid_1's rmse: 3.64763 [760] valid_0's rmse: 3.32525 valid_1's rmse: 3.64758 [761] valid_0's rmse: 3.32495 valid_1's rmse: 3.64766 [762] valid_0's rmse: 3.3248 valid_1's rmse: 3.64765 [763] valid_0's rmse: 3.32449 valid_1's rmse: 3.64752 [764] valid_0's rmse: 3.32423 valid_1's rmse: 3.64736 [765] valid_0's rmse: 3.32392 valid_1's rmse: 3.64743 [766] valid_0's rmse: 3.32353 valid_1's rmse: 3.64752 [767] valid_0's rmse: 3.32327 valid_1's rmse: 3.64753 [768] valid_0's rmse: 3.32278 valid_1's rmse: 3.64727 [769] valid_0's rmse: 3.32229 valid_1's rmse: 3.64713 [770] valid_0's rmse: 3.32184 valid_1's rmse: 3.64704 [771] valid_0's rmse: 3.32144 valid_1's rmse: 3.64691 [772] valid_0's rmse: 3.32067 valid_1's rmse: 3.64662 [773] valid_0's rmse: 3.32045 valid_1's rmse: 3.64664 [774] valid_0's rmse: 3.32031 valid_1's rmse: 3.64663 [775] valid_0's rmse: 3.31997 valid_1's rmse: 3.64655 [776] valid_0's rmse: 3.31939 valid_1's rmse: 3.64625 [777] valid_0's rmse: 3.31911 valid_1's rmse: 3.6462 [778] valid_0's rmse: 3.31872 valid_1's rmse: 3.64622 [779] valid_0's rmse: 3.31846 valid_1's rmse: 3.64611 [780] valid_0's rmse: 3.31808 valid_1's rmse: 3.64597 [781] valid_0's rmse: 3.31792 valid_1's rmse: 3.6459 [782] valid_0's rmse: 3.31767 valid_1's rmse: 3.6459 [783] valid_0's rmse: 3.31733 valid_1's rmse: 3.64589 [784] valid_0's rmse: 3.3171 valid_1's rmse: 3.64589 [785] valid_0's rmse: 3.31685 valid_1's rmse: 3.64595 [786] valid_0's rmse: 3.31654 valid_1's rmse: 3.6458 [787] valid_0's rmse: 3.31617 valid_1's rmse: 3.64605 [788] valid_0's rmse: 3.31586 valid_1's rmse: 3.64584 [789] valid_0's rmse: 3.3155 valid_1's rmse: 3.64587 [790] valid_0's rmse: 3.31515 valid_1's rmse: 3.64578 [791] valid_0's rmse: 3.31484 valid_1's rmse: 3.64567 [792] valid_0's rmse: 3.31461 valid_1's rmse: 3.6456 [793] valid_0's rmse: 3.31445 valid_1's rmse: 3.64563 [794] valid_0's rmse: 3.31433 valid_1's rmse: 3.64558 [795] valid_0's rmse: 3.31397 valid_1's rmse: 3.64557 [796] valid_0's rmse: 3.31368 valid_1's rmse: 3.64536 [797] valid_0's rmse: 3.31341 valid_1's rmse: 3.64532 [798] valid_0's rmse: 3.31321 valid_1's rmse: 3.64535 [799] valid_0's rmse: 3.31298 valid_1's rmse: 3.64527 [800] valid_0's rmse: 3.31274 valid_1's rmse: 3.64526 [801] valid_0's rmse: 3.31242 valid_1's rmse: 3.64521 [802] valid_0's rmse: 3.31198 valid_1's rmse: 3.64522 [803] valid_0's rmse: 3.3116 valid_1's rmse: 3.64521 [804] valid_0's rmse: 3.31139 valid_1's rmse: 3.64516 [805] valid_0's rmse: 3.3111 valid_1's rmse: 3.64503 [806] valid_0's rmse: 3.311 valid_1's rmse: 3.64504 [807] valid_0's rmse: 3.31073 valid_1's rmse: 3.64491 [808] valid_0's rmse: 3.31041 valid_1's rmse: 3.64479 [809] valid_0's rmse: 3.31016 valid_1's rmse: 3.64485 [810] valid_0's rmse: 3.30967 valid_1's rmse: 3.64479 [811] valid_0's rmse: 3.3094 valid_1's rmse: 3.64471 [812] valid_0's rmse: 3.30913 valid_1's rmse: 3.64474 [813] valid_0's rmse: 3.30879 valid_1's rmse: 3.64473 [814] valid_0's rmse: 3.30855 valid_1's rmse: 3.64469 [815] valid_0's rmse: 3.30825 valid_1's rmse: 3.64463 [816] valid_0's rmse: 3.30786 valid_1's rmse: 3.64446 [817] valid_0's rmse: 3.3076 valid_1's rmse: 3.64435 [818] valid_0's rmse: 3.30734 valid_1's rmse: 3.64429 [819] valid_0's rmse: 3.30703 valid_1's rmse: 3.64423 [820] valid_0's rmse: 3.30691 valid_1's rmse: 3.64421 [821] valid_0's rmse: 3.3066 valid_1's rmse: 3.64406 [822] valid_0's rmse: 3.3062 valid_1's rmse: 3.64408 [823] valid_0's rmse: 3.30588 valid_1's rmse: 3.64406 [824] valid_0's rmse: 3.30583 valid_1's rmse: 3.64407 [825] valid_0's rmse: 3.30534 valid_1's rmse: 3.64397 [826] valid_0's rmse: 3.30514 valid_1's rmse: 3.64387 [827] valid_0's rmse: 3.30481 valid_1's rmse: 3.64392 [828] valid_0's rmse: 3.30456 valid_1's rmse: 3.64388 [829] valid_0's rmse: 3.30406 valid_1's rmse: 3.64359 [830] valid_0's rmse: 3.30364 valid_1's rmse: 3.64363 [831] valid_0's rmse: 3.30325 valid_1's rmse: 3.64346 [832] valid_0's rmse: 3.30282 valid_1's rmse: 3.64319 [833] valid_0's rmse: 3.3025 valid_1's rmse: 3.6432 [834] valid_0's rmse: 3.30221 valid_1's rmse: 3.64318 [835] valid_0's rmse: 3.30195 valid_1's rmse: 3.64302 [836] valid_0's rmse: 3.30169 valid_1's rmse: 3.6429 [837] valid_0's rmse: 3.30145 valid_1's rmse: 3.64291 [838] valid_0's rmse: 3.3011 valid_1's rmse: 3.64275 [839] valid_0's rmse: 3.30098 valid_1's rmse: 3.64271 [840] valid_0's rmse: 3.30069 valid_1's rmse: 3.64276 [841] valid_0's rmse: 3.30044 valid_1's rmse: 3.64269 [842] valid_0's rmse: 3.29998 valid_1's rmse: 3.64254 [843] valid_0's rmse: 3.2998 valid_1's rmse: 3.6425 [844] valid_0's rmse: 3.29964 valid_1's rmse: 3.64245 [845] valid_0's rmse: 3.29941 valid_1's rmse: 3.64238 [846] valid_0's rmse: 3.29919 valid_1's rmse: 3.64232 [847] valid_0's rmse: 3.29888 valid_1's rmse: 3.64225 [848] valid_0's rmse: 3.29839 valid_1's rmse: 3.6423 [849] valid_0's rmse: 3.29811 valid_1's rmse: 3.64228 [850] valid_0's rmse: 3.29776 valid_1's rmse: 3.6423 [851] valid_0's rmse: 3.29747 valid_1's rmse: 3.64219 [852] valid_0's rmse: 3.29706 valid_1's rmse: 3.642 [853] valid_0's rmse: 3.29673 valid_1's rmse: 3.64202 [854] valid_0's rmse: 3.2964 valid_1's rmse: 3.64183 [855] valid_0's rmse: 3.29619 valid_1's rmse: 3.64181 [856] valid_0's rmse: 3.29599 valid_1's rmse: 3.64183 [857] valid_0's rmse: 3.29577 valid_1's rmse: 3.64173 [858] valid_0's rmse: 3.29546 valid_1's rmse: 3.64172 [859] valid_0's rmse: 3.29489 valid_1's rmse: 3.64187 [860] valid_0's rmse: 3.29471 valid_1's rmse: 3.64183 [861] valid_0's rmse: 3.29443 valid_1's rmse: 3.64182 [862] valid_0's rmse: 3.29356 valid_1's rmse: 3.64109 [863] valid_0's rmse: 3.29326 valid_1's rmse: 3.64103 [864] valid_0's rmse: 3.2931 valid_1's rmse: 3.641 [865] valid_0's rmse: 3.29266 valid_1's rmse: 3.64084 [866] valid_0's rmse: 3.29233 valid_1's rmse: 3.64082 [867] valid_0's rmse: 3.29195 valid_1's rmse: 3.6407 [868] valid_0's rmse: 3.29158 valid_1's rmse: 3.64062 [869] valid_0's rmse: 3.29141 valid_1's rmse: 3.64063 [870] valid_0's rmse: 3.29115 valid_1's rmse: 3.64067 [871] valid_0's rmse: 3.29078 valid_1's rmse: 3.64093 [872] valid_0's rmse: 3.29054 valid_1's rmse: 3.64091 [873] valid_0's rmse: 3.29019 valid_1's rmse: 3.64098 [874] valid_0's rmse: 3.28977 valid_1's rmse: 3.64108 [875] valid_0's rmse: 3.28942 valid_1's rmse: 3.64099 [876] valid_0's rmse: 3.28919 valid_1's rmse: 3.64096 [877] valid_0's rmse: 3.28897 valid_1's rmse: 3.64101 [878] valid_0's rmse: 3.28855 valid_1's rmse: 3.64106 [879] valid_0's rmse: 3.28828 valid_1's rmse: 3.64108 [880] valid_0's rmse: 3.28791 valid_1's rmse: 3.64099 [881] valid_0's rmse: 3.28759 valid_1's rmse: 3.64087 [882] valid_0's rmse: 3.28724 valid_1's rmse: 3.64097 [883] valid_0's rmse: 3.2869 valid_1's rmse: 3.64079 [884] valid_0's rmse: 3.28661 valid_1's rmse: 3.6409 [885] valid_0's rmse: 3.28639 valid_1's rmse: 3.64091 [886] valid_0's rmse: 3.28589 valid_1's rmse: 3.64079 [887] valid_0's rmse: 3.28563 valid_1's rmse: 3.64077 [888] valid_0's rmse: 3.28515 valid_1's rmse: 3.64087 Early stopping, best iteration is: [868] valid_0's rmse: 3.29158 valid_1's rmse: 3.64062 SCORE: 3.6406230396968375 [1] valid_0's rmse: 8.97753 valid_1's rmse: 8.93712 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38225 valid_1's rmse: 8.34301 [3] valid_0's rmse: 7.85883 valid_1's rmse: 7.82094 [4] valid_0's rmse: 7.38845 valid_1's rmse: 7.35149 [5] valid_0's rmse: 6.99138 valid_1's rmse: 6.95577 [6] valid_0's rmse: 6.64438 valid_1's rmse: 6.60936 [7] valid_0's rmse: 6.35531 valid_1's rmse: 6.32095 [8] valid_0's rmse: 6.09451 valid_1's rmse: 6.06048 [9] valid_0's rmse: 5.8665 valid_1's rmse: 5.83309 [10] valid_0's rmse: 5.67024 valid_1's rmse: 5.63807 [11] valid_0's rmse: 5.50133 valid_1's rmse: 5.46995 [12] valid_0's rmse: 5.35583 valid_1's rmse: 5.32594 [13] valid_0's rmse: 5.22264 valid_1's rmse: 5.19332 [14] valid_0's rmse: 5.1148 valid_1's rmse: 5.08593 [15] valid_0's rmse: 4.98612 valid_1's rmse: 4.95744 [16] valid_0's rmse: 4.90216 valid_1's rmse: 4.87324 [17] valid_0's rmse: 4.79912 valid_1's rmse: 4.77018 [18] valid_0's rmse: 4.734 valid_1's rmse: 4.70656 [19] valid_0's rmse: 4.67761 valid_1's rmse: 4.65054 [20] valid_0's rmse: 4.60253 valid_1's rmse: 4.57545 [21] valid_0's rmse: 4.55439 valid_1's rmse: 4.5293 [22] valid_0's rmse: 4.51309 valid_1's rmse: 4.48837 [23] valid_0's rmse: 4.4726 valid_1's rmse: 4.44864 [24] valid_0's rmse: 4.44191 valid_1's rmse: 4.41978 [25] valid_0's rmse: 4.40154 valid_1's rmse: 4.38017 [26] valid_0's rmse: 4.37777 valid_1's rmse: 4.35685 [27] valid_0's rmse: 4.34578 valid_1's rmse: 4.32496 [28] valid_0's rmse: 4.30707 valid_1's rmse: 4.28623 [29] valid_0's rmse: 4.28471 valid_1's rmse: 4.26617 [30] valid_0's rmse: 4.26118 valid_1's rmse: 4.24224 [31] valid_0's rmse: 4.24068 valid_1's rmse: 4.22208 [32] valid_0's rmse: 4.21233 valid_1's rmse: 4.19415 [33] valid_0's rmse: 4.19708 valid_1's rmse: 4.18053 [34] valid_0's rmse: 4.1731 valid_1's rmse: 4.1571 [35] valid_0's rmse: 4.15456 valid_1's rmse: 4.13907 [36] valid_0's rmse: 4.14466 valid_1's rmse: 4.12982 [37] valid_0's rmse: 4.13039 valid_1's rmse: 4.11648 [38] valid_0's rmse: 4.12046 valid_1's rmse: 4.10841 [39] valid_0's rmse: 4.11289 valid_1's rmse: 4.10253 [40] valid_0's rmse: 4.10262 valid_1's rmse: 4.09333 [41] valid_0's rmse: 4.09438 valid_1's rmse: 4.08556 [42] valid_0's rmse: 4.08388 valid_1's rmse: 4.07528 [43] valid_0's rmse: 4.07817 valid_1's rmse: 4.07173 [44] valid_0's rmse: 4.06211 valid_1's rmse: 4.05621 [45] valid_0's rmse: 4.05499 valid_1's rmse: 4.05036 [46] valid_0's rmse: 4.04774 valid_1's rmse: 4.04395 [47] valid_0's rmse: 4.04066 valid_1's rmse: 4.03769 [48] valid_0's rmse: 4.03379 valid_1's rmse: 4.03233 [49] valid_0's rmse: 4.0309 valid_1's rmse: 4.03035 [50] valid_0's rmse: 4.02374 valid_1's rmse: 4.02365 [51] valid_0's rmse: 4.01393 valid_1's rmse: 4.01465 [52] valid_0's rmse: 4.00532 valid_1's rmse: 4.00654 [53] valid_0's rmse: 3.99781 valid_1's rmse: 3.99905 [54] valid_0's rmse: 3.99128 valid_1's rmse: 3.99296 [55] valid_0's rmse: 3.98651 valid_1's rmse: 3.98955 [56] valid_0's rmse: 3.98021 valid_1's rmse: 3.98547 [57] valid_0's rmse: 3.97642 valid_1's rmse: 3.98348 [58] valid_0's rmse: 3.97095 valid_1's rmse: 3.97903 [59] valid_0's rmse: 3.96415 valid_1's rmse: 3.97284 [60] valid_0's rmse: 3.95799 valid_1's rmse: 3.96831 [61] valid_0's rmse: 3.94986 valid_1's rmse: 3.96218 [62] valid_0's rmse: 3.94478 valid_1's rmse: 3.95925 [63] valid_0's rmse: 3.94107 valid_1's rmse: 3.95614 [64] valid_0's rmse: 3.93051 valid_1's rmse: 3.9458 [65] valid_0's rmse: 3.92556 valid_1's rmse: 3.9437 [66] valid_0's rmse: 3.92218 valid_1's rmse: 3.94123 [67] valid_0's rmse: 3.91701 valid_1's rmse: 3.9362 [68] valid_0's rmse: 3.91319 valid_1's rmse: 3.93341 [69] valid_0's rmse: 3.90681 valid_1's rmse: 3.92771 [70] valid_0's rmse: 3.90093 valid_1's rmse: 3.92201 [71] valid_0's rmse: 3.89263 valid_1's rmse: 3.91409 [72] valid_0's rmse: 3.88604 valid_1's rmse: 3.90767 [73] valid_0's rmse: 3.88305 valid_1's rmse: 3.90563 [74] valid_0's rmse: 3.87853 valid_1's rmse: 3.90363 [75] valid_0's rmse: 3.87435 valid_1's rmse: 3.89986 [76] valid_0's rmse: 3.8688 valid_1's rmse: 3.89511 [77] valid_0's rmse: 3.86496 valid_1's rmse: 3.89255 [78] valid_0's rmse: 3.86103 valid_1's rmse: 3.88954 [79] valid_0's rmse: 3.85735 valid_1's rmse: 3.88624 [80] valid_0's rmse: 3.8531 valid_1's rmse: 3.88205 [81] valid_0's rmse: 3.8471 valid_1's rmse: 3.87764 [82] valid_0's rmse: 3.84447 valid_1's rmse: 3.87629 [83] valid_0's rmse: 3.83913 valid_1's rmse: 3.87173 [84] valid_0's rmse: 3.83739 valid_1's rmse: 3.87076 [85] valid_0's rmse: 3.83457 valid_1's rmse: 3.87108 [86] valid_0's rmse: 3.83138 valid_1's rmse: 3.86846 [87] valid_0's rmse: 3.82831 valid_1's rmse: 3.86615 [88] valid_0's rmse: 3.82287 valid_1's rmse: 3.86112 [89] valid_0's rmse: 3.81845 valid_1's rmse: 3.85769 [90] valid_0's rmse: 3.81577 valid_1's rmse: 3.85555 [91] valid_0's rmse: 3.81365 valid_1's rmse: 3.85466 [92] valid_0's rmse: 3.80978 valid_1's rmse: 3.8509 [93] valid_0's rmse: 3.80755 valid_1's rmse: 3.84985 [94] valid_0's rmse: 3.80347 valid_1's rmse: 3.8464 [95] valid_0's rmse: 3.7999 valid_1's rmse: 3.84576 [96] valid_0's rmse: 3.79773 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valid_1's rmse: 3.69707 [338] valid_0's rmse: 3.4934 valid_1's rmse: 3.697 [339] valid_0's rmse: 3.49302 valid_1's rmse: 3.69687 [340] valid_0's rmse: 3.49257 valid_1's rmse: 3.69669 [341] valid_0's rmse: 3.49183 valid_1's rmse: 3.69639 [342] valid_0's rmse: 3.49094 valid_1's rmse: 3.69615 [343] valid_0's rmse: 3.48985 valid_1's rmse: 3.69611 [344] valid_0's rmse: 3.48874 valid_1's rmse: 3.69636 [345] valid_0's rmse: 3.4875 valid_1's rmse: 3.6959 [346] valid_0's rmse: 3.48689 valid_1's rmse: 3.69593 [347] valid_0's rmse: 3.48617 valid_1's rmse: 3.69551 [348] valid_0's rmse: 3.48482 valid_1's rmse: 3.69437 [349] valid_0's rmse: 3.4841 valid_1's rmse: 3.69429 [350] valid_0's rmse: 3.4833 valid_1's rmse: 3.69414 [351] valid_0's rmse: 3.48252 valid_1's rmse: 3.69398 [352] valid_0's rmse: 3.48194 valid_1's rmse: 3.69387 [353] valid_0's rmse: 3.47971 valid_1's rmse: 3.69265 [354] valid_0's rmse: 3.47909 valid_1's rmse: 3.69256 [355] valid_0's rmse: 3.47842 valid_1's rmse: 3.69259 [356] valid_0's rmse: 3.47762 valid_1's rmse: 3.69221 [357] valid_0's rmse: 3.47705 valid_1's rmse: 3.69207 [358] valid_0's rmse: 3.47652 valid_1's rmse: 3.69182 [359] valid_0's rmse: 3.47602 valid_1's rmse: 3.6918 [360] valid_0's rmse: 3.47561 valid_1's rmse: 3.69166 [361] valid_0's rmse: 3.47495 valid_1's rmse: 3.69142 [362] valid_0's rmse: 3.4745 valid_1's rmse: 3.69152 [363] valid_0's rmse: 3.47407 valid_1's rmse: 3.69132 [364] valid_0's rmse: 3.47343 valid_1's rmse: 3.69137 [365] valid_0's rmse: 3.47231 valid_1's rmse: 3.69055 [366] valid_0's rmse: 3.47199 valid_1's rmse: 3.69038 [367] valid_0's rmse: 3.4715 valid_1's rmse: 3.69032 [368] valid_0's rmse: 3.47075 valid_1's rmse: 3.69031 [369] valid_0's rmse: 3.47003 valid_1's rmse: 3.68997 [370] valid_0's rmse: 3.46966 valid_1's rmse: 3.68994 [371] valid_0's rmse: 3.46873 valid_1's rmse: 3.68952 [372] valid_0's rmse: 3.46812 valid_1's rmse: 3.68944 [373] valid_0's rmse: 3.4675 valid_1's rmse: 3.68912 [374] valid_0's rmse: 3.46703 valid_1's rmse: 3.68917 [375] valid_0's rmse: 3.46587 valid_1's rmse: 3.68828 [376] valid_0's rmse: 3.46464 valid_1's rmse: 3.68763 [377] valid_0's rmse: 3.46401 valid_1's rmse: 3.68749 [378] valid_0's rmse: 3.46364 valid_1's rmse: 3.68735 [379] valid_0's rmse: 3.46311 valid_1's rmse: 3.68724 [380] valid_0's rmse: 3.46263 valid_1's rmse: 3.68704 [381] valid_0's rmse: 3.46194 valid_1's rmse: 3.68703 [382] valid_0's rmse: 3.46135 valid_1's rmse: 3.68691 [383] valid_0's rmse: 3.46111 valid_1's rmse: 3.68689 [384] valid_0's rmse: 3.46061 valid_1's rmse: 3.68672 [385] valid_0's rmse: 3.46031 valid_1's rmse: 3.68661 [386] valid_0's rmse: 3.45981 valid_1's rmse: 3.68647 [387] valid_0's rmse: 3.4591 valid_1's rmse: 3.68608 [388] valid_0's rmse: 3.45822 valid_1's rmse: 3.68558 [389] valid_0's rmse: 3.45797 valid_1's rmse: 3.68559 [390] valid_0's rmse: 3.45733 valid_1's rmse: 3.68536 [391] valid_0's rmse: 3.45659 valid_1's rmse: 3.68499 [392] valid_0's rmse: 3.45627 valid_1's rmse: 3.68505 [393] valid_0's rmse: 3.45567 valid_1's rmse: 3.68501 [394] valid_0's rmse: 3.45509 valid_1's rmse: 3.68486 [395] valid_0's rmse: 3.45436 valid_1's rmse: 3.68477 [396] valid_0's rmse: 3.45371 valid_1's rmse: 3.68458 [397] valid_0's rmse: 3.45346 valid_1's rmse: 3.68454 [398] valid_0's rmse: 3.4529 valid_1's rmse: 3.6843 [399] valid_0's rmse: 3.45241 valid_1's rmse: 3.68419 [400] valid_0's rmse: 3.45148 valid_1's rmse: 3.68399 [401] valid_0's rmse: 3.45093 valid_1's rmse: 3.68396 [402] valid_0's rmse: 3.45038 valid_1's rmse: 3.68401 [403] valid_0's rmse: 3.44989 valid_1's rmse: 3.68388 [404] valid_0's rmse: 3.44873 valid_1's rmse: 3.68359 [405] valid_0's rmse: 3.44797 valid_1's rmse: 3.68315 [406] valid_0's rmse: 3.44633 valid_1's rmse: 3.68181 [407] valid_0's rmse: 3.44569 valid_1's rmse: 3.68169 [408] valid_0's rmse: 3.44529 valid_1's rmse: 3.6821 [409] valid_0's rmse: 3.44462 valid_1's rmse: 3.68218 [410] valid_0's rmse: 3.44398 valid_1's rmse: 3.68183 [411] valid_0's rmse: 3.44347 valid_1's rmse: 3.68158 [412] valid_0's rmse: 3.44261 valid_1's rmse: 3.68107 [413] valid_0's rmse: 3.442 valid_1's rmse: 3.68087 [414] valid_0's rmse: 3.44134 valid_1's rmse: 3.6806 [415] valid_0's rmse: 3.44038 valid_1's rmse: 3.68003 [416] valid_0's rmse: 3.43987 valid_1's rmse: 3.6797 [417] valid_0's rmse: 3.43941 valid_1's rmse: 3.67956 [418] valid_0's rmse: 3.43897 valid_1's rmse: 3.67933 [419] valid_0's rmse: 3.43851 valid_1's rmse: 3.67943 [420] valid_0's rmse: 3.43796 valid_1's rmse: 3.67943 [421] valid_0's rmse: 3.43746 valid_1's rmse: 3.67932 [422] valid_0's rmse: 3.43679 valid_1's rmse: 3.67912 [423] valid_0's rmse: 3.43625 valid_1's rmse: 3.67927 [424] valid_0's rmse: 3.43595 valid_1's rmse: 3.67922 [425] valid_0's rmse: 3.43528 valid_1's rmse: 3.67928 [426] valid_0's rmse: 3.4349 valid_1's rmse: 3.67913 [427] valid_0's rmse: 3.43451 valid_1's rmse: 3.67892 [428] valid_0's rmse: 3.43425 valid_1's rmse: 3.67886 [429] valid_0's rmse: 3.43369 valid_1's rmse: 3.6787 [430] valid_0's rmse: 3.433 valid_1's rmse: 3.67864 [431] valid_0's rmse: 3.43248 valid_1's rmse: 3.67878 [432] valid_0's rmse: 3.43182 valid_1's rmse: 3.67849 [433] valid_0's rmse: 3.43139 valid_1's rmse: 3.67832 [434] valid_0's rmse: 3.43118 valid_1's rmse: 3.67829 [435] valid_0's rmse: 3.43055 valid_1's rmse: 3.67804 [436] valid_0's rmse: 3.43005 valid_1's rmse: 3.67823 [437] valid_0's rmse: 3.42963 valid_1's rmse: 3.67829 [438] valid_0's rmse: 3.42915 valid_1's rmse: 3.67812 [439] valid_0's rmse: 3.4286 valid_1's rmse: 3.67806 [440] valid_0's rmse: 3.42808 valid_1's rmse: 3.67767 [441] valid_0's rmse: 3.42705 valid_1's rmse: 3.67696 [442] valid_0's rmse: 3.42634 valid_1's rmse: 3.67704 [443] valid_0's rmse: 3.4258 valid_1's rmse: 3.67679 [444] valid_0's rmse: 3.42515 valid_1's rmse: 3.6767 [445] valid_0's rmse: 3.42461 valid_1's rmse: 3.67632 [446] valid_0's rmse: 3.42398 valid_1's rmse: 3.67615 [447] valid_0's rmse: 3.42315 valid_1's rmse: 3.67562 [448] valid_0's rmse: 3.42262 valid_1's rmse: 3.67525 [449] valid_0's rmse: 3.42189 valid_1's rmse: 3.67502 [450] valid_0's rmse: 3.42147 valid_1's rmse: 3.67485 [451] valid_0's rmse: 3.42088 valid_1's rmse: 3.67447 [452] valid_0's rmse: 3.42053 valid_1's rmse: 3.67445 [453] valid_0's rmse: 3.4198 valid_1's rmse: 3.67454 [454] valid_0's rmse: 3.41925 valid_1's rmse: 3.67464 [455] valid_0's rmse: 3.41893 valid_1's rmse: 3.67474 [456] valid_0's rmse: 3.41861 valid_1's rmse: 3.67484 [457] valid_0's rmse: 3.41794 valid_1's rmse: 3.67453 [458] valid_0's rmse: 3.41734 valid_1's rmse: 3.67435 [459] valid_0's rmse: 3.41679 valid_1's rmse: 3.67414 [460] valid_0's rmse: 3.41624 valid_1's rmse: 3.67406 [461] valid_0's rmse: 3.41556 valid_1's rmse: 3.67371 [462] valid_0's rmse: 3.41475 valid_1's rmse: 3.67418 [463] valid_0's rmse: 3.4141 valid_1's rmse: 3.6738 [464] valid_0's rmse: 3.41347 valid_1's rmse: 3.67371 [465] valid_0's rmse: 3.4131 valid_1's rmse: 3.67377 [466] valid_0's rmse: 3.41216 valid_1's rmse: 3.6732 [467] valid_0's rmse: 3.41181 valid_1's rmse: 3.67335 [468] valid_0's rmse: 3.41144 valid_1's rmse: 3.67342 [469] valid_0's rmse: 3.41091 valid_1's rmse: 3.67334 [470] valid_0's rmse: 3.41053 valid_1's rmse: 3.67325 [471] valid_0's rmse: 3.40977 valid_1's rmse: 3.67267 [472] valid_0's rmse: 3.40939 valid_1's rmse: 3.67259 [473] valid_0's rmse: 3.40885 valid_1's rmse: 3.67263 [474] valid_0's rmse: 3.40837 valid_1's rmse: 3.67266 [475] valid_0's rmse: 3.40775 valid_1's rmse: 3.67254 [476] valid_0's rmse: 3.40728 valid_1's rmse: 3.67237 [477] valid_0's rmse: 3.40683 valid_1's rmse: 3.67242 [478] valid_0's rmse: 3.40656 valid_1's rmse: 3.67236 [479] valid_0's rmse: 3.40596 valid_1's rmse: 3.67201 [480] valid_0's rmse: 3.40544 valid_1's rmse: 3.67203 [481] valid_0's rmse: 3.40487 valid_1's rmse: 3.6721 [482] valid_0's rmse: 3.40434 valid_1's rmse: 3.67198 [483] valid_0's rmse: 3.40373 valid_1's rmse: 3.67172 [484] valid_0's rmse: 3.40318 valid_1's rmse: 3.67155 [485] valid_0's rmse: 3.40251 valid_1's rmse: 3.67117 [486] valid_0's rmse: 3.40171 valid_1's rmse: 3.67123 [487] valid_0's rmse: 3.40132 valid_1's rmse: 3.67126 [488] valid_0's rmse: 3.40082 valid_1's rmse: 3.6713 [489] valid_0's rmse: 3.40046 valid_1's rmse: 3.67136 [490] valid_0's rmse: 3.39983 valid_1's rmse: 3.6713 [491] valid_0's rmse: 3.39953 valid_1's rmse: 3.67117 [492] valid_0's rmse: 3.39938 valid_1's rmse: 3.67114 [493] valid_0's rmse: 3.39904 valid_1's rmse: 3.67106 [494] valid_0's rmse: 3.39873 valid_1's rmse: 3.67105 [495] valid_0's rmse: 3.39814 valid_1's rmse: 3.67114 [496] valid_0's rmse: 3.39766 valid_1's rmse: 3.671 [497] valid_0's rmse: 3.39719 valid_1's rmse: 3.67064 [498] valid_0's rmse: 3.39669 valid_1's rmse: 3.6707 [499] valid_0's rmse: 3.396 valid_1's rmse: 3.67076 [500] valid_0's rmse: 3.39557 valid_1's rmse: 3.67067 [501] valid_0's rmse: 3.39505 valid_1's rmse: 3.6703 [502] valid_0's rmse: 3.39408 valid_1's rmse: 3.67035 [503] valid_0's rmse: 3.39352 valid_1's rmse: 3.67105 [504] valid_0's rmse: 3.39304 valid_1's rmse: 3.67118 [505] valid_0's rmse: 3.39255 valid_1's rmse: 3.67087 [506] valid_0's rmse: 3.392 valid_1's rmse: 3.67089 [507] valid_0's rmse: 3.39147 valid_1's rmse: 3.67076 [508] valid_0's rmse: 3.39081 valid_1's rmse: 3.67078 [509] valid_0's rmse: 3.39013 valid_1's rmse: 3.67052 [510] valid_0's rmse: 3.38961 valid_1's rmse: 3.67034 [511] valid_0's rmse: 3.38929 valid_1's rmse: 3.67029 [512] valid_0's rmse: 3.38875 valid_1's rmse: 3.67006 [513] valid_0's rmse: 3.38838 valid_1's rmse: 3.67007 [514] valid_0's rmse: 3.3879 valid_1's rmse: 3.66982 [515] valid_0's rmse: 3.38723 valid_1's rmse: 3.66957 [516] valid_0's rmse: 3.3869 valid_1's rmse: 3.66951 [517] valid_0's rmse: 3.38649 valid_1's rmse: 3.66944 [518] valid_0's rmse: 3.38618 valid_1's rmse: 3.66936 [519] valid_0's rmse: 3.38565 valid_1's rmse: 3.66924 [520] valid_0's rmse: 3.38513 valid_1's rmse: 3.66894 [521] valid_0's rmse: 3.38449 valid_1's rmse: 3.66876 [522] valid_0's rmse: 3.38389 valid_1's rmse: 3.66901 [523] valid_0's rmse: 3.38351 valid_1's rmse: 3.66917 [524] valid_0's rmse: 3.38316 valid_1's rmse: 3.66905 [525] valid_0's rmse: 3.38274 valid_1's rmse: 3.66876 [526] valid_0's rmse: 3.38222 valid_1's rmse: 3.66871 [527] valid_0's rmse: 3.38173 valid_1's rmse: 3.66897 [528] valid_0's rmse: 3.38134 valid_1's rmse: 3.66891 [529] valid_0's rmse: 3.38069 valid_1's rmse: 3.66907 [530] valid_0's rmse: 3.38034 valid_1's rmse: 3.669 [531] valid_0's rmse: 3.3798 valid_1's rmse: 3.66876 [532] valid_0's rmse: 3.37937 valid_1's rmse: 3.66868 [533] valid_0's rmse: 3.37888 valid_1's rmse: 3.66866 [534] valid_0's rmse: 3.37859 valid_1's rmse: 3.66845 [535] valid_0's rmse: 3.37821 valid_1's rmse: 3.66837 [536] valid_0's rmse: 3.37778 valid_1's rmse: 3.6684 [537] valid_0's rmse: 3.37727 valid_1's rmse: 3.66825 [538] valid_0's rmse: 3.37704 valid_1's rmse: 3.66817 [539] valid_0's rmse: 3.37662 valid_1's rmse: 3.66836 [540] valid_0's rmse: 3.37619 valid_1's rmse: 3.66843 [541] valid_0's rmse: 3.37569 valid_1's rmse: 3.66818 [542] valid_0's rmse: 3.3753 valid_1's rmse: 3.66815 [543] valid_0's rmse: 3.3744 valid_1's rmse: 3.66773 [544] valid_0's rmse: 3.37402 valid_1's rmse: 3.66768 [545] valid_0's rmse: 3.37359 valid_1's rmse: 3.66772 [546] valid_0's rmse: 3.37324 valid_1's rmse: 3.66761 [547] valid_0's rmse: 3.37286 valid_1's rmse: 3.66749 [548] valid_0's rmse: 3.37247 valid_1's rmse: 3.66742 [549] valid_0's rmse: 3.37199 valid_1's rmse: 3.66725 [550] valid_0's rmse: 3.37121 valid_1's rmse: 3.66707 [551] valid_0's rmse: 3.37106 valid_1's rmse: 3.66708 [552] valid_0's rmse: 3.37074 valid_1's rmse: 3.66705 [553] valid_0's rmse: 3.37038 valid_1's rmse: 3.6673 [554] valid_0's rmse: 3.37 valid_1's rmse: 3.66728 [555] valid_0's rmse: 3.36936 valid_1's rmse: 3.66706 [556] valid_0's rmse: 3.36892 valid_1's rmse: 3.66706 [557] valid_0's rmse: 3.36822 valid_1's rmse: 3.66673 [558] valid_0's rmse: 3.36779 valid_1's rmse: 3.66679 [559] valid_0's rmse: 3.36692 valid_1's rmse: 3.66642 [560] valid_0's rmse: 3.36643 valid_1's rmse: 3.66624 [561] valid_0's rmse: 3.36614 valid_1's rmse: 3.66622 [562] valid_0's rmse: 3.3656 valid_1's rmse: 3.66656 [563] valid_0's rmse: 3.36539 valid_1's rmse: 3.6667 [564] valid_0's rmse: 3.36497 valid_1's rmse: 3.66678 [565] valid_0's rmse: 3.36434 valid_1's rmse: 3.66681 [566] valid_0's rmse: 3.36385 valid_1's rmse: 3.66678 [567] valid_0's rmse: 3.36341 valid_1's rmse: 3.66683 [568] valid_0's rmse: 3.36289 valid_1's rmse: 3.66662 [569] valid_0's rmse: 3.36274 valid_1's rmse: 3.66659 [570] valid_0's rmse: 3.36232 valid_1's rmse: 3.66657 [571] valid_0's rmse: 3.36189 valid_1's rmse: 3.66652 [572] valid_0's rmse: 3.36079 valid_1's rmse: 3.66552 [573] valid_0's rmse: 3.36053 valid_1's rmse: 3.66559 [574] valid_0's rmse: 3.36022 valid_1's rmse: 3.66553 [575] valid_0's rmse: 3.35974 valid_1's rmse: 3.66543 [576] valid_0's rmse: 3.35934 valid_1's rmse: 3.66538 [577] valid_0's rmse: 3.35885 valid_1's rmse: 3.66522 [578] valid_0's rmse: 3.35862 valid_1's rmse: 3.66513 [579] valid_0's rmse: 3.3584 valid_1's rmse: 3.66508 [580] valid_0's rmse: 3.35807 valid_1's rmse: 3.66517 [581] valid_0's rmse: 3.35756 valid_1's rmse: 3.66512 [582] valid_0's rmse: 3.35705 valid_1's rmse: 3.66519 [583] valid_0's rmse: 3.3566 valid_1's rmse: 3.66532 [584] valid_0's rmse: 3.3562 valid_1's rmse: 3.66531 [585] valid_0's rmse: 3.3558 valid_1's rmse: 3.6653 [586] valid_0's rmse: 3.35544 valid_1's rmse: 3.66512 [587] valid_0's rmse: 3.35525 valid_1's rmse: 3.66513 [588] valid_0's rmse: 3.35485 valid_1's rmse: 3.66503 [589] valid_0's rmse: 3.35446 valid_1's rmse: 3.66475 [590] valid_0's rmse: 3.35405 valid_1's rmse: 3.6645 [591] valid_0's rmse: 3.35365 valid_1's rmse: 3.66441 [592] valid_0's rmse: 3.35322 valid_1's rmse: 3.66437 [593] valid_0's rmse: 3.35282 valid_1's rmse: 3.66427 [594] valid_0's rmse: 3.35244 valid_1's rmse: 3.66414 [595] valid_0's rmse: 3.3523 valid_1's rmse: 3.66413 [596] valid_0's rmse: 3.35172 valid_1's rmse: 3.66419 [597] valid_0's rmse: 3.35156 valid_1's rmse: 3.66416 [598] valid_0's rmse: 3.35117 valid_1's rmse: 3.6641 [599] valid_0's rmse: 3.35076 valid_1's rmse: 3.66389 [600] valid_0's rmse: 3.35034 valid_1's rmse: 3.66377 [601] valid_0's rmse: 3.34985 valid_1's rmse: 3.66343 [602] valid_0's rmse: 3.34925 valid_1's rmse: 3.66314 [603] valid_0's rmse: 3.34889 valid_1's rmse: 3.66297 [604] valid_0's rmse: 3.34868 valid_1's rmse: 3.66301 [605] valid_0's rmse: 3.34801 valid_1's rmse: 3.66276 [606] valid_0's rmse: 3.34745 valid_1's rmse: 3.66248 [607] valid_0's rmse: 3.34682 valid_1's rmse: 3.6622 [608] valid_0's rmse: 3.3462 valid_1's rmse: 3.66242 [609] valid_0's rmse: 3.3455 valid_1's rmse: 3.66215 [610] valid_0's rmse: 3.34504 valid_1's rmse: 3.66186 [611] valid_0's rmse: 3.34454 valid_1's rmse: 3.66158 [612] valid_0's rmse: 3.3443 valid_1's rmse: 3.66165 [613] valid_0's rmse: 3.34389 valid_1's rmse: 3.66148 [614] valid_0's rmse: 3.34364 valid_1's rmse: 3.66128 [615] valid_0's rmse: 3.34315 valid_1's rmse: 3.66117 [616] valid_0's rmse: 3.34264 valid_1's rmse: 3.66103 [617] valid_0's rmse: 3.34215 valid_1's rmse: 3.66096 [618] valid_0's rmse: 3.34157 valid_1's rmse: 3.66089 [619] valid_0's rmse: 3.34107 valid_1's rmse: 3.66061 [620] valid_0's rmse: 3.34062 valid_1's rmse: 3.66073 [621] valid_0's rmse: 3.34023 valid_1's rmse: 3.66047 [622] valid_0's rmse: 3.33981 valid_1's rmse: 3.6604 [623] valid_0's rmse: 3.33944 valid_1's rmse: 3.66024 [624] valid_0's rmse: 3.33904 valid_1's rmse: 3.66049 [625] valid_0's rmse: 3.33871 valid_1's rmse: 3.66048 [626] valid_0's rmse: 3.33829 valid_1's rmse: 3.66025 [627] valid_0's rmse: 3.33801 valid_1's rmse: 3.66037 [628] valid_0's rmse: 3.33766 valid_1's rmse: 3.66034 [629] valid_0's rmse: 3.3374 valid_1's rmse: 3.66025 [630] valid_0's rmse: 3.33701 valid_1's rmse: 3.66036 [631] valid_0's rmse: 3.33661 valid_1's rmse: 3.6604 [632] valid_0's rmse: 3.33619 valid_1's rmse: 3.66008 [633] valid_0's rmse: 3.33575 valid_1's rmse: 3.66003 [634] valid_0's rmse: 3.33558 valid_1's rmse: 3.66002 [635] valid_0's rmse: 3.33451 valid_1's rmse: 3.65938 [636] valid_0's rmse: 3.33426 valid_1's rmse: 3.65922 [637] valid_0's rmse: 3.33357 valid_1's rmse: 3.65909 [638] valid_0's rmse: 3.33308 valid_1's rmse: 3.65926 [639] valid_0's rmse: 3.33274 valid_1's rmse: 3.65922 [640] valid_0's rmse: 3.33224 valid_1's rmse: 3.65913 [641] valid_0's rmse: 3.33178 valid_1's rmse: 3.65912 [642] valid_0's rmse: 3.33123 valid_1's rmse: 3.65964 [643] valid_0's rmse: 3.33098 valid_1's rmse: 3.65971 [644] valid_0's rmse: 3.33066 valid_1's rmse: 3.65963 [645] valid_0's rmse: 3.33013 valid_1's rmse: 3.6599 [646] valid_0's rmse: 3.32971 valid_1's rmse: 3.65979 [647] valid_0's rmse: 3.32921 valid_1's rmse: 3.65978 [648] valid_0's rmse: 3.32892 valid_1's rmse: 3.65982 [649] valid_0's rmse: 3.32858 valid_1's rmse: 3.65985 [650] valid_0's rmse: 3.32824 valid_1's rmse: 3.65973 [651] valid_0's rmse: 3.32783 valid_1's rmse: 3.65968 [652] valid_0's rmse: 3.3275 valid_1's rmse: 3.6597 [653] valid_0's rmse: 3.32712 valid_1's rmse: 3.65958 [654] valid_0's rmse: 3.32662 valid_1's rmse: 3.65953 [655] valid_0's rmse: 3.3262 valid_1's rmse: 3.65953 [656] valid_0's rmse: 3.3258 valid_1's rmse: 3.65954 [657] valid_0's rmse: 3.32544 valid_1's rmse: 3.65951 Early stopping, best iteration is: [637] valid_0's rmse: 3.33357 valid_1's rmse: 3.65909 SCORE: 3.6590937545079907 [1] valid_0's rmse: 8.96587 valid_1's rmse: 8.92506 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37603 valid_1's rmse: 8.33659 [3] valid_0's rmse: 7.8485 valid_1's rmse: 7.81049 [4] valid_0's rmse: 7.37718 valid_1's rmse: 7.34077 [5] valid_0's rmse: 6.97579 valid_1's rmse: 6.94078 [6] valid_0's rmse: 6.6262 valid_1's rmse: 6.59219 [7] valid_0's rmse: 6.32735 valid_1's rmse: 6.29372 [8] valid_0's rmse: 6.06053 valid_1's rmse: 6.0278 [9] valid_0's rmse: 5.83297 valid_1's rmse: 5.80057 [10] valid_0's rmse: 5.63688 valid_1's rmse: 5.6058 [11] valid_0's rmse: 5.47407 valid_1's rmse: 5.44414 [12] valid_0's rmse: 5.32105 valid_1's rmse: 5.29236 [13] valid_0's rmse: 5.19093 valid_1's rmse: 5.16272 [14] valid_0's rmse: 5.07915 valid_1's rmse: 5.05191 [15] valid_0's rmse: 4.9605 valid_1's rmse: 4.93326 [16] valid_0's rmse: 4.86736 valid_1's rmse: 4.84082 [17] valid_0's rmse: 4.78191 valid_1's rmse: 4.75566 [18] valid_0's rmse: 4.7199 valid_1's rmse: 4.6944 [19] valid_0's rmse: 4.6426 valid_1's rmse: 4.61743 [20] valid_0's rmse: 4.58187 valid_1's rmse: 4.5568 [21] valid_0's rmse: 4.53174 valid_1's rmse: 4.50766 [22] valid_0's rmse: 4.49556 valid_1's rmse: 4.47321 [23] valid_0's rmse: 4.46052 valid_1's rmse: 4.43872 [24] valid_0's rmse: 4.43059 valid_1's rmse: 4.40947 [25] valid_0's rmse: 4.39023 valid_1's rmse: 4.37002 [26] valid_0's rmse: 4.36323 valid_1's rmse: 4.34406 [27] valid_0's rmse: 4.33853 valid_1's rmse: 4.31966 [28] valid_0's rmse: 4.30473 valid_1's rmse: 4.28583 [29] valid_0's rmse: 4.2818 valid_1's rmse: 4.26304 [30] valid_0's rmse: 4.25484 valid_1's rmse: 4.23575 [31] valid_0's rmse: 4.23532 valid_1's rmse: 4.21719 [32] valid_0's rmse: 4.20759 valid_1's rmse: 4.18976 [33] valid_0's rmse: 4.19263 valid_1's rmse: 4.17572 [34] valid_0's rmse: 4.16935 valid_1's rmse: 4.15352 [35] valid_0's rmse: 4.14858 valid_1's rmse: 4.1334 [36] valid_0's rmse: 4.14012 valid_1's rmse: 4.12602 [37] valid_0's rmse: 4.12844 valid_1's rmse: 4.11535 [38] valid_0's rmse: 4.11901 valid_1's rmse: 4.10754 [39] valid_0's rmse: 4.11241 valid_1's rmse: 4.10178 [40] valid_0's rmse: 4.09979 valid_1's rmse: 4.09003 [41] valid_0's rmse: 4.09148 valid_1's rmse: 4.08313 [42] valid_0's rmse: 4.08444 valid_1's rmse: 4.07719 [43] valid_0's rmse: 4.07775 valid_1's rmse: 4.07185 [44] valid_0's rmse: 4.06542 valid_1's rmse: 4.0608 [45] valid_0's rmse: 4.05619 valid_1's rmse: 4.05449 [46] valid_0's rmse: 4.04945 valid_1's rmse: 4.04819 [47] valid_0's rmse: 4.04367 valid_1's rmse: 4.04355 [48] valid_0's rmse: 4.03439 valid_1's rmse: 4.03477 [49] valid_0's rmse: 4.03133 valid_1's rmse: 4.03285 [50] valid_0's rmse: 4.02023 valid_1's rmse: 4.02224 [51] valid_0's rmse: 4.01016 valid_1's rmse: 4.0123 [52] valid_0's rmse: 4.0037 valid_1's rmse: 4.00724 [53] valid_0's rmse: 3.99933 valid_1's rmse: 4.00421 [54] valid_0's rmse: 3.99215 valid_1's rmse: 3.99769 [55] valid_0's rmse: 3.98651 valid_1's rmse: 3.99287 [56] valid_0's rmse: 3.98154 valid_1's rmse: 3.98941 [57] valid_0's rmse: 3.97597 valid_1's rmse: 3.98412 [58] valid_0's rmse: 3.97103 valid_1's rmse: 3.98024 [59] valid_0's rmse: 3.9673 valid_1's rmse: 3.97671 [60] valid_0's rmse: 3.96204 valid_1's rmse: 3.97224 [61] valid_0's rmse: 3.95314 valid_1's rmse: 3.96397 [62] valid_0's rmse: 3.94828 valid_1's rmse: 3.95986 [63] valid_0's rmse: 3.94381 valid_1's rmse: 3.95624 [64] valid_0's rmse: 3.93858 valid_1's rmse: 3.95331 [65] valid_0's rmse: 3.93246 valid_1's rmse: 3.94751 [66] valid_0's rmse: 3.92645 valid_1's rmse: 3.94158 [67] valid_0's rmse: 3.91643 valid_1's rmse: 3.93162 [68] valid_0's rmse: 3.91181 valid_1's rmse: 3.92856 [69] valid_0's rmse: 3.90519 valid_1's rmse: 3.92255 [70] valid_0's rmse: 3.9025 valid_1's rmse: 3.92135 [71] valid_0's rmse: 3.89378 valid_1's rmse: 3.9129 [72] valid_0's rmse: 3.88735 valid_1's rmse: 3.90667 [73] valid_0's rmse: 3.88396 valid_1's rmse: 3.9043 [74] valid_0's rmse: 3.8801 valid_1's rmse: 3.90119 [75] valid_0's rmse: 3.87507 valid_1's rmse: 3.89724 [76] valid_0's rmse: 3.87232 valid_1's rmse: 3.89577 [77] valid_0's rmse: 3.86929 valid_1's rmse: 3.89342 [78] valid_0's rmse: 3.86568 valid_1's rmse: 3.88991 [79] valid_0's rmse: 3.86187 valid_1's rmse: 3.88693 [80] valid_0's rmse: 3.85862 valid_1's rmse: 3.88438 [81] valid_0's rmse: 3.85269 valid_1's rmse: 3.87863 [82] valid_0's rmse: 3.84974 valid_1's rmse: 3.87681 [83] valid_0's rmse: 3.84741 valid_1's rmse: 3.87533 [84] valid_0's rmse: 3.84336 valid_1's rmse: 3.8714 [85] valid_0's rmse: 3.83841 valid_1's rmse: 3.86686 [86] valid_0's rmse: 3.835 valid_1's rmse: 3.86454 [87] valid_0's rmse: 3.83045 valid_1's rmse: 3.86062 [88] valid_0's rmse: 3.82513 valid_1's rmse: 3.85598 [89] valid_0's rmse: 3.82151 valid_1's rmse: 3.85538 [90] valid_0's rmse: 3.81847 valid_1's rmse: 3.85348 [91] valid_0's rmse: 3.81378 valid_1's rmse: 3.84942 [92] valid_0's rmse: 3.81109 valid_1's rmse: 3.84783 [93] valid_0's rmse: 3.80846 valid_1's rmse: 3.84713 [94] valid_0's rmse: 3.80429 valid_1's rmse: 3.84372 [95] valid_0's rmse: 3.80178 valid_1's rmse: 3.84181 [96] valid_0's rmse: 3.7974 valid_1's rmse: 3.83788 [97] valid_0's rmse: 3.79525 valid_1's rmse: 3.8369 [98] valid_0's rmse: 3.79262 valid_1's rmse: 3.83456 [99] valid_0's rmse: 3.78985 valid_1's rmse: 3.83382 [100] valid_0's rmse: 3.78599 valid_1's rmse: 3.83095 [101] valid_0's rmse: 3.78412 valid_1's rmse: 3.82996 [102] valid_0's rmse: 3.78146 valid_1's rmse: 3.82801 [103] valid_0's rmse: 3.77813 valid_1's rmse: 3.8257 [104] valid_0's rmse: 3.77595 valid_1's rmse: 3.8246 [105] valid_0's rmse: 3.77366 valid_1's rmse: 3.82333 [106] valid_0's rmse: 3.77113 valid_1's rmse: 3.82217 [107] valid_0's rmse: 3.76868 valid_1's rmse: 3.8204 [108] valid_0's rmse: 3.76638 valid_1's rmse: 3.82009 [109] valid_0's rmse: 3.7646 valid_1's rmse: 3.81985 [110] valid_0's rmse: 3.76263 valid_1's rmse: 3.81941 [111] valid_0's rmse: 3.75919 valid_1's rmse: 3.8163 [112] valid_0's rmse: 3.75668 valid_1's rmse: 3.81452 [113] valid_0's rmse: 3.75377 valid_1's rmse: 3.81221 [114] valid_0's rmse: 3.75187 valid_1's rmse: 3.81079 [115] valid_0's rmse: 3.75043 valid_1's rmse: 3.80987 [116] valid_0's rmse: 3.74755 valid_1's rmse: 3.80731 [117] valid_0's rmse: 3.74543 valid_1's rmse: 3.80606 [118] valid_0's rmse: 3.74358 valid_1's rmse: 3.80547 [119] valid_0's rmse: 3.74089 valid_1's rmse: 3.80351 [120] valid_0's rmse: 3.7388 valid_1's rmse: 3.8031 [121] valid_0's rmse: 3.73651 valid_1's rmse: 3.8011 [122] valid_0's rmse: 3.73455 valid_1's rmse: 3.80035 [123] valid_0's rmse: 3.73335 valid_1's rmse: 3.8004 [124] valid_0's rmse: 3.73173 valid_1's rmse: 3.79995 [125] valid_0's rmse: 3.72983 valid_1's rmse: 3.79888 [126] valid_0's rmse: 3.72739 valid_1's rmse: 3.79736 [127] valid_0's rmse: 3.72609 valid_1's rmse: 3.79713 [128] valid_0's rmse: 3.72457 valid_1's rmse: 3.79648 [129] valid_0's rmse: 3.72259 valid_1's rmse: 3.79539 [130] valid_0's rmse: 3.71973 valid_1's rmse: 3.7929 [131] valid_0's rmse: 3.71675 valid_1's rmse: 3.79078 [132] valid_0's rmse: 3.71529 valid_1's rmse: 3.79012 [133] valid_0's rmse: 3.71149 valid_1's rmse: 3.78695 [134] valid_0's rmse: 3.70934 valid_1's rmse: 3.78504 [135] valid_0's rmse: 3.70824 valid_1's rmse: 3.78513 [136] valid_0's rmse: 3.70619 valid_1's rmse: 3.78356 [137] valid_0's rmse: 3.70403 valid_1's rmse: 3.78323 [138] valid_0's rmse: 3.70269 valid_1's rmse: 3.78294 [139] valid_0's rmse: 3.70082 valid_1's rmse: 3.7823 [140] valid_0's rmse: 3.69951 valid_1's rmse: 3.78172 [141] valid_0's rmse: 3.69739 valid_1's rmse: 3.78004 [142] valid_0's rmse: 3.69485 valid_1's rmse: 3.779 [143] valid_0's rmse: 3.69235 valid_1's rmse: 3.77639 [144] valid_0's rmse: 3.69047 valid_1's rmse: 3.77514 [145] valid_0's rmse: 3.68884 valid_1's rmse: 3.77521 [146] valid_0's rmse: 3.68694 valid_1's rmse: 3.77399 [147] valid_0's rmse: 3.68519 valid_1's rmse: 3.77315 [148] valid_0's rmse: 3.68376 valid_1's rmse: 3.77291 [149] valid_0's rmse: 3.68263 valid_1's rmse: 3.77249 [150] valid_0's rmse: 3.68157 valid_1's rmse: 3.77174 [151] valid_0's rmse: 3.67914 valid_1's rmse: 3.77046 [152] valid_0's rmse: 3.67797 valid_1's rmse: 3.76978 [153] valid_0's rmse: 3.6763 valid_1's rmse: 3.76961 [154] valid_0's rmse: 3.67493 valid_1's rmse: 3.76915 [155] valid_0's rmse: 3.67324 valid_1's rmse: 3.76831 [156] valid_0's rmse: 3.67124 valid_1's rmse: 3.76652 [157] valid_0's rmse: 3.66825 valid_1's rmse: 3.76547 [158] valid_0's rmse: 3.66723 valid_1's rmse: 3.76497 [159] valid_0's rmse: 3.66484 valid_1's rmse: 3.76298 [160] valid_0's rmse: 3.6632 valid_1's rmse: 3.76269 [161] valid_0's rmse: 3.66221 valid_1's rmse: 3.76226 [162] valid_0's rmse: 3.6615 valid_1's rmse: 3.76197 [163] valid_0's rmse: 3.66008 valid_1's rmse: 3.76116 [164] valid_0's rmse: 3.65926 valid_1's rmse: 3.76102 [165] valid_0's rmse: 3.65774 valid_1's rmse: 3.76065 [166] valid_0's rmse: 3.65662 valid_1's rmse: 3.76018 [167] valid_0's rmse: 3.65514 valid_1's rmse: 3.75984 [168] valid_0's rmse: 3.6541 valid_1's rmse: 3.75947 [169] valid_0's rmse: 3.65329 valid_1's rmse: 3.75932 [170] valid_0's rmse: 3.6524 valid_1's rmse: 3.75918 [171] valid_0's rmse: 3.65079 valid_1's rmse: 3.75812 [172] valid_0's rmse: 3.64911 valid_1's rmse: 3.75692 [173] valid_0's rmse: 3.64812 valid_1's rmse: 3.75664 [174] valid_0's rmse: 3.64658 valid_1's rmse: 3.75545 [175] valid_0's rmse: 3.64462 valid_1's rmse: 3.75379 [176] valid_0's rmse: 3.64356 valid_1's rmse: 3.75322 [177] valid_0's rmse: 3.64243 valid_1's rmse: 3.75237 [178] valid_0's rmse: 3.6407 valid_1's rmse: 3.75068 [179] valid_0's rmse: 3.63981 valid_1's rmse: 3.75083 [180] valid_0's rmse: 3.63877 valid_1's rmse: 3.75023 [181] valid_0's rmse: 3.63729 valid_1's rmse: 3.74927 [182] valid_0's rmse: 3.63551 valid_1's rmse: 3.74879 [183] valid_0's rmse: 3.63468 valid_1's rmse: 3.74855 [184] valid_0's rmse: 3.6335 valid_1's rmse: 3.74803 [185] valid_0's rmse: 3.63224 valid_1's rmse: 3.74705 [186] valid_0's rmse: 3.63081 valid_1's rmse: 3.7464 [187] valid_0's rmse: 3.62934 valid_1's rmse: 3.74513 [188] valid_0's rmse: 3.62818 valid_1's rmse: 3.74459 [189] valid_0's rmse: 3.62737 valid_1's rmse: 3.74404 [190] valid_0's rmse: 3.62625 valid_1's rmse: 3.74362 [191] valid_0's rmse: 3.62567 valid_1's rmse: 3.74341 [192] valid_0's rmse: 3.62464 valid_1's rmse: 3.74327 [193] valid_0's rmse: 3.62319 valid_1's rmse: 3.74239 [194] valid_0's rmse: 3.62174 valid_1's rmse: 3.74155 [195] valid_0's rmse: 3.62112 valid_1's rmse: 3.74134 [196] valid_0's rmse: 3.61988 valid_1's rmse: 3.741 [197] valid_0's rmse: 3.61884 valid_1's rmse: 3.74108 [198] valid_0's rmse: 3.6181 valid_1's rmse: 3.74075 [199] valid_0's rmse: 3.61632 valid_1's rmse: 3.74065 [200] valid_0's rmse: 3.61551 valid_1's rmse: 3.74052 [201] valid_0's rmse: 3.61445 valid_1's rmse: 3.73967 [202] valid_0's rmse: 3.61369 valid_1's rmse: 3.73917 [203] valid_0's rmse: 3.61263 valid_1's rmse: 3.73866 [204] valid_0's rmse: 3.61204 valid_1's rmse: 3.73834 [205] valid_0's rmse: 3.61072 valid_1's rmse: 3.73859 [206] valid_0's rmse: 3.60979 valid_1's rmse: 3.73844 [207] valid_0's rmse: 3.60851 valid_1's rmse: 3.73755 [208] valid_0's rmse: 3.6075 valid_1's rmse: 3.73669 [209] valid_0's rmse: 3.60675 valid_1's rmse: 3.73642 [210] valid_0's rmse: 3.60622 valid_1's rmse: 3.73669 [211] valid_0's rmse: 3.60533 valid_1's rmse: 3.73668 [212] valid_0's rmse: 3.6048 valid_1's rmse: 3.73669 [213] valid_0's rmse: 3.6033 valid_1's rmse: 3.73589 [214] valid_0's rmse: 3.60207 valid_1's rmse: 3.73544 [215] valid_0's rmse: 3.60116 valid_1's rmse: 3.73545 [216] valid_0's rmse: 3.6001 valid_1's rmse: 3.73527 [217] valid_0's rmse: 3.59953 valid_1's rmse: 3.73521 [218] valid_0's rmse: 3.59845 valid_1's rmse: 3.7347 [219] valid_0's rmse: 3.59741 valid_1's rmse: 3.73423 [220] valid_0's rmse: 3.596 valid_1's rmse: 3.73357 [221] valid_0's rmse: 3.59493 valid_1's rmse: 3.73329 [222] valid_0's rmse: 3.59388 valid_1's rmse: 3.73331 [223] valid_0's rmse: 3.59293 valid_1's rmse: 3.7334 [224] valid_0's rmse: 3.59184 valid_1's rmse: 3.73305 [225] valid_0's rmse: 3.59079 valid_1's rmse: 3.73329 [226] valid_0's rmse: 3.5898 valid_1's rmse: 3.73262 [227] valid_0's rmse: 3.58924 valid_1's rmse: 3.73244 [228] valid_0's rmse: 3.58834 valid_1's rmse: 3.73209 [229] valid_0's rmse: 3.58798 valid_1's rmse: 3.73191 [230] valid_0's rmse: 3.58592 valid_1's rmse: 3.73006 [231] valid_0's rmse: 3.58519 valid_1's rmse: 3.72978 [232] valid_0's rmse: 3.58443 valid_1's rmse: 3.72974 [233] valid_0's rmse: 3.58269 valid_1's rmse: 3.72855 [234] valid_0's rmse: 3.58146 valid_1's rmse: 3.72804 [235] valid_0's rmse: 3.58067 valid_1's rmse: 3.72784 [236] valid_0's rmse: 3.57968 valid_1's rmse: 3.72753 [237] valid_0's rmse: 3.57885 valid_1's rmse: 3.72748 [238] valid_0's rmse: 3.578 valid_1's rmse: 3.72726 [239] valid_0's rmse: 3.5773 valid_1's rmse: 3.72695 [240] valid_0's rmse: 3.57667 valid_1's rmse: 3.72654 [241] valid_0's rmse: 3.57514 valid_1's rmse: 3.72513 [242] valid_0's rmse: 3.57423 valid_1's rmse: 3.72465 [243] valid_0's rmse: 3.57384 valid_1's rmse: 3.72458 [244] valid_0's rmse: 3.57211 valid_1's rmse: 3.72358 [245] valid_0's rmse: 3.57102 valid_1's rmse: 3.72355 [246] valid_0's rmse: 3.57005 valid_1's rmse: 3.7227 [247] valid_0's rmse: 3.56913 valid_1's rmse: 3.72233 [248] valid_0's rmse: 3.56859 valid_1's rmse: 3.72231 [249] valid_0's rmse: 3.56777 valid_1's rmse: 3.72202 [250] valid_0's rmse: 3.5666 valid_1's rmse: 3.72107 [251] valid_0's rmse: 3.56574 valid_1's rmse: 3.72065 [252] valid_0's rmse: 3.5647 valid_1's rmse: 3.72049 [253] valid_0's rmse: 3.5636 valid_1's rmse: 3.72071 [254] valid_0's rmse: 3.56261 valid_1's rmse: 3.71988 [255] valid_0's rmse: 3.56215 valid_1's rmse: 3.71986 [256] valid_0's rmse: 3.56128 valid_1's rmse: 3.71927 [257] valid_0's rmse: 3.56047 valid_1's rmse: 3.71906 [258] valid_0's rmse: 3.55979 valid_1's rmse: 3.7189 [259] valid_0's rmse: 3.55881 valid_1's rmse: 3.71815 [260] valid_0's rmse: 3.55813 valid_1's rmse: 3.71816 [261] valid_0's rmse: 3.55691 valid_1's rmse: 3.71708 [262] valid_0's rmse: 3.55594 valid_1's rmse: 3.71725 [263] valid_0's rmse: 3.55486 valid_1's rmse: 3.71706 [264] valid_0's rmse: 3.55424 valid_1's rmse: 3.71679 [265] valid_0's rmse: 3.5537 valid_1's rmse: 3.71685 [266] valid_0's rmse: 3.55277 valid_1's rmse: 3.71631 [267] valid_0's rmse: 3.55178 valid_1's rmse: 3.71573 [268] valid_0's rmse: 3.55099 valid_1's rmse: 3.7152 [269] valid_0's rmse: 3.55007 valid_1's rmse: 3.71502 [270] valid_0's rmse: 3.54921 valid_1's rmse: 3.71464 [271] valid_0's rmse: 3.54755 valid_1's rmse: 3.71337 [272] valid_0's rmse: 3.54681 valid_1's rmse: 3.71305 [273] valid_0's rmse: 3.5452 valid_1's rmse: 3.71179 [274] valid_0's rmse: 3.54477 valid_1's rmse: 3.71167 [275] valid_0's rmse: 3.54399 valid_1's rmse: 3.71154 [276] valid_0's rmse: 3.54319 valid_1's rmse: 3.71107 [277] valid_0's rmse: 3.54269 valid_1's rmse: 3.71093 [278] valid_0's rmse: 3.54192 valid_1's rmse: 3.71078 [279] valid_0's rmse: 3.54113 valid_1's rmse: 3.71023 [280] valid_0's rmse: 3.54064 valid_1's rmse: 3.71011 [281] valid_0's rmse: 3.53981 valid_1's rmse: 3.70988 [282] valid_0's rmse: 3.53916 valid_1's rmse: 3.7095 [283] valid_0's rmse: 3.53853 valid_1's rmse: 3.70944 [284] valid_0's rmse: 3.53663 valid_1's rmse: 3.70903 [285] valid_0's rmse: 3.53579 valid_1's rmse: 3.70898 [286] valid_0's rmse: 3.53524 valid_1's rmse: 3.70888 [287] valid_0's rmse: 3.53465 valid_1's rmse: 3.70884 [288] valid_0's rmse: 3.53384 valid_1's rmse: 3.70848 [289] valid_0's rmse: 3.53281 valid_1's rmse: 3.70761 [290] valid_0's rmse: 3.53204 valid_1's rmse: 3.70732 [291] valid_0's rmse: 3.53022 valid_1's rmse: 3.70597 [292] valid_0's rmse: 3.52949 valid_1's rmse: 3.70561 [293] valid_0's rmse: 3.52867 valid_1's rmse: 3.70516 [294] valid_0's rmse: 3.52824 valid_1's rmse: 3.70513 [295] valid_0's rmse: 3.52723 valid_1's rmse: 3.70426 [296] valid_0's rmse: 3.52635 valid_1's rmse: 3.70413 [297] valid_0's rmse: 3.52575 valid_1's rmse: 3.70372 [298] valid_0's rmse: 3.52511 valid_1's rmse: 3.70369 [299] valid_0's rmse: 3.52424 valid_1's rmse: 3.70361 [300] valid_0's rmse: 3.52351 valid_1's rmse: 3.70333 [301] valid_0's rmse: 3.5225 valid_1's rmse: 3.70387 [302] valid_0's rmse: 3.52124 valid_1's rmse: 3.70278 [303] valid_0's rmse: 3.5201 valid_1's rmse: 3.70189 [304] valid_0's rmse: 3.51917 valid_1's rmse: 3.70203 [305] valid_0's rmse: 3.51813 valid_1's rmse: 3.70153 [306] valid_0's rmse: 3.51757 valid_1's rmse: 3.70146 [307] valid_0's rmse: 3.51714 valid_1's rmse: 3.70129 [308] valid_0's rmse: 3.51633 valid_1's rmse: 3.70128 [309] valid_0's rmse: 3.51581 valid_1's rmse: 3.70093 [310] valid_0's rmse: 3.51521 valid_1's rmse: 3.70043 [311] valid_0's rmse: 3.51458 valid_1's rmse: 3.70032 [312] valid_0's rmse: 3.51376 valid_1's rmse: 3.70024 [313] valid_0's rmse: 3.51301 valid_1's rmse: 3.7001 [314] valid_0's rmse: 3.5123 valid_1's rmse: 3.69964 [315] valid_0's rmse: 3.51172 valid_1's rmse: 3.69952 [316] valid_0's rmse: 3.51118 valid_1's rmse: 3.6995 [317] valid_0's rmse: 3.51035 valid_1's rmse: 3.69935 [318] valid_0's rmse: 3.50966 valid_1's rmse: 3.69914 [319] valid_0's rmse: 3.50892 valid_1's rmse: 3.69878 [320] valid_0's rmse: 3.50782 valid_1's rmse: 3.69818 [321] valid_0's rmse: 3.50666 valid_1's rmse: 3.69766 [322] valid_0's rmse: 3.50579 valid_1's rmse: 3.69745 [323] valid_0's rmse: 3.50463 valid_1's rmse: 3.69674 [324] valid_0's rmse: 3.50367 valid_1's rmse: 3.6962 [325] valid_0's rmse: 3.50297 valid_1's rmse: 3.69572 [326] valid_0's rmse: 3.50227 valid_1's rmse: 3.69563 [327] valid_0's rmse: 3.5015 valid_1's rmse: 3.69541 [328] valid_0's rmse: 3.50085 valid_1's rmse: 3.69518 [329] valid_0's rmse: 3.50015 valid_1's rmse: 3.6953 [330] valid_0's rmse: 3.49927 valid_1's rmse: 3.69537 [331] valid_0's rmse: 3.49841 valid_1's rmse: 3.69578 [332] valid_0's rmse: 3.49797 valid_1's rmse: 3.69576 [333] valid_0's rmse: 3.49685 valid_1's rmse: 3.69525 [334] valid_0's rmse: 3.49642 valid_1's rmse: 3.69507 [335] valid_0's rmse: 3.49523 valid_1's rmse: 3.69434 [336] valid_0's rmse: 3.49446 valid_1's rmse: 3.69376 [337] valid_0's rmse: 3.49393 valid_1's rmse: 3.69371 [338] valid_0's rmse: 3.49358 valid_1's rmse: 3.69373 [339] valid_0's rmse: 3.49309 valid_1's rmse: 3.6935 [340] valid_0's rmse: 3.49191 valid_1's rmse: 3.69345 [341] valid_0's rmse: 3.49106 valid_1's rmse: 3.69378 [342] valid_0's rmse: 3.49053 valid_1's rmse: 3.6936 [343] valid_0's rmse: 3.48987 valid_1's rmse: 3.69335 [344] valid_0's rmse: 3.48876 valid_1's rmse: 3.6933 [345] valid_0's rmse: 3.48814 valid_1's rmse: 3.69293 [346] valid_0's rmse: 3.48733 valid_1's rmse: 3.69301 [347] valid_0's rmse: 3.48686 valid_1's rmse: 3.69308 [348] valid_0's rmse: 3.48632 valid_1's rmse: 3.69287 [349] valid_0's rmse: 3.48554 valid_1's rmse: 3.69236 [350] valid_0's rmse: 3.48498 valid_1's rmse: 3.69256 [351] valid_0's rmse: 3.48465 valid_1's rmse: 3.69246 [352] valid_0's rmse: 3.48422 valid_1's rmse: 3.69222 [353] valid_0's rmse: 3.48348 valid_1's rmse: 3.69234 [354] valid_0's rmse: 3.48286 valid_1's rmse: 3.69229 [355] valid_0's rmse: 3.4822 valid_1's rmse: 3.69222 [356] valid_0's rmse: 3.48183 valid_1's rmse: 3.69203 [357] valid_0's rmse: 3.48111 valid_1's rmse: 3.69215 [358] valid_0's rmse: 3.48078 valid_1's rmse: 3.69206 [359] valid_0's rmse: 3.48026 valid_1's rmse: 3.6919 [360] valid_0's rmse: 3.47967 valid_1's rmse: 3.692 [361] valid_0's rmse: 3.47926 valid_1's rmse: 3.69194 [362] valid_0's rmse: 3.47885 valid_1's rmse: 3.69195 [363] valid_0's rmse: 3.47845 valid_1's rmse: 3.69168 [364] valid_0's rmse: 3.47768 valid_1's rmse: 3.69166 [365] valid_0's rmse: 3.47706 valid_1's rmse: 3.69205 [366] valid_0's rmse: 3.47646 valid_1's rmse: 3.692 [367] valid_0's rmse: 3.47618 valid_1's rmse: 3.69206 [368] valid_0's rmse: 3.47561 valid_1's rmse: 3.6917 [369] valid_0's rmse: 3.47535 valid_1's rmse: 3.69169 [370] valid_0's rmse: 3.47468 valid_1's rmse: 3.69176 [371] valid_0's rmse: 3.47413 valid_1's rmse: 3.69152 [372] valid_0's rmse: 3.47352 valid_1's rmse: 3.69155 [373] valid_0's rmse: 3.47285 valid_1's rmse: 3.69131 [374] valid_0's rmse: 3.47235 valid_1's rmse: 3.69121 [375] valid_0's rmse: 3.47159 valid_1's rmse: 3.69105 [376] valid_0's rmse: 3.47093 valid_1's rmse: 3.69063 [377] valid_0's rmse: 3.47034 valid_1's rmse: 3.69062 [378] valid_0's rmse: 3.46979 valid_1's rmse: 3.69032 [379] valid_0's rmse: 3.46946 valid_1's rmse: 3.69039 [380] valid_0's rmse: 3.46899 valid_1's rmse: 3.6904 [381] valid_0's rmse: 3.4682 valid_1's rmse: 3.69051 [382] valid_0's rmse: 3.46775 valid_1's rmse: 3.69056 [383] valid_0's rmse: 3.46725 valid_1's rmse: 3.69036 [384] valid_0's rmse: 3.46629 valid_1's rmse: 3.68952 [385] valid_0's rmse: 3.46567 valid_1's rmse: 3.68937 [386] valid_0's rmse: 3.46515 valid_1's rmse: 3.68917 [387] valid_0's rmse: 3.46483 valid_1's rmse: 3.68921 [388] valid_0's rmse: 3.46391 valid_1's rmse: 3.68858 [389] valid_0's rmse: 3.46299 valid_1's rmse: 3.68845 [390] valid_0's rmse: 3.4623 valid_1's rmse: 3.68828 [391] valid_0's rmse: 3.46187 valid_1's rmse: 3.68829 [392] valid_0's rmse: 3.46136 valid_1's rmse: 3.68808 [393] valid_0's rmse: 3.46095 valid_1's rmse: 3.68794 [394] valid_0's rmse: 3.46049 valid_1's rmse: 3.68789 [395] valid_0's rmse: 3.45956 valid_1's rmse: 3.68757 [396] valid_0's rmse: 3.45886 valid_1's rmse: 3.68794 [397] valid_0's rmse: 3.45816 valid_1's rmse: 3.68769 [398] valid_0's rmse: 3.45791 valid_1's rmse: 3.6876 [399] valid_0's rmse: 3.45688 valid_1's rmse: 3.68687 [400] valid_0's rmse: 3.45652 valid_1's rmse: 3.68677 [401] valid_0's rmse: 3.45583 valid_1's rmse: 3.68676 [402] valid_0's rmse: 3.4553 valid_1's rmse: 3.6868 [403] valid_0's rmse: 3.4548 valid_1's rmse: 3.68676 [404] valid_0's rmse: 3.4543 valid_1's rmse: 3.68665 [405] valid_0's rmse: 3.45372 valid_1's rmse: 3.68636 [406] valid_0's rmse: 3.45306 valid_1's rmse: 3.68634 [407] valid_0's rmse: 3.45234 valid_1's rmse: 3.68664 [408] valid_0's rmse: 3.4519 valid_1's rmse: 3.68687 [409] valid_0's rmse: 3.45149 valid_1's rmse: 3.68707 [410] valid_0's rmse: 3.45133 valid_1's rmse: 3.68708 [411] valid_0's rmse: 3.45075 valid_1's rmse: 3.68702 [412] valid_0's rmse: 3.44971 valid_1's rmse: 3.68627 [413] valid_0's rmse: 3.4493 valid_1's rmse: 3.68603 [414] valid_0's rmse: 3.44872 valid_1's rmse: 3.68572 [415] valid_0's rmse: 3.44815 valid_1's rmse: 3.6858 [416] valid_0's rmse: 3.44774 valid_1's rmse: 3.68589 [417] valid_0's rmse: 3.44743 valid_1's rmse: 3.6859 [418] valid_0's rmse: 3.44699 valid_1's rmse: 3.68567 [419] valid_0's rmse: 3.44632 valid_1's rmse: 3.68527 [420] valid_0's rmse: 3.4458 valid_1's rmse: 3.68565 [421] valid_0's rmse: 3.44522 valid_1's rmse: 3.68564 [422] valid_0's rmse: 3.44464 valid_1's rmse: 3.68563 [423] valid_0's rmse: 3.44424 valid_1's rmse: 3.68579 [424] valid_0's rmse: 3.44386 valid_1's rmse: 3.68576 [425] valid_0's rmse: 3.4433 valid_1's rmse: 3.68595 [426] valid_0's rmse: 3.44283 valid_1's rmse: 3.68592 [427] valid_0's rmse: 3.44217 valid_1's rmse: 3.68544 [428] valid_0's rmse: 3.44164 valid_1's rmse: 3.6852 [429] valid_0's rmse: 3.44119 valid_1's rmse: 3.6853 [430] valid_0's rmse: 3.44086 valid_1's rmse: 3.68526 [431] valid_0's rmse: 3.43997 valid_1's rmse: 3.68481 [432] valid_0's rmse: 3.43935 valid_1's rmse: 3.68503 [433] valid_0's rmse: 3.43784 valid_1's rmse: 3.6838 [434] valid_0's rmse: 3.43726 valid_1's rmse: 3.68362 [435] valid_0's rmse: 3.43669 valid_1's rmse: 3.68329 [436] valid_0's rmse: 3.43645 valid_1's rmse: 3.68318 [437] valid_0's rmse: 3.43599 valid_1's rmse: 3.68299 [438] valid_0's rmse: 3.4355 valid_1's rmse: 3.68269 [439] valid_0's rmse: 3.43502 valid_1's rmse: 3.68261 [440] valid_0's rmse: 3.43434 valid_1's rmse: 3.68255 [441] valid_0's rmse: 3.4337 valid_1's rmse: 3.68264 [442] valid_0's rmse: 3.43276 valid_1's rmse: 3.68195 [443] valid_0's rmse: 3.43202 valid_1's rmse: 3.68145 [444] valid_0's rmse: 3.43129 valid_1's rmse: 3.6818 [445] valid_0's rmse: 3.43053 valid_1's rmse: 3.68126 [446] valid_0's rmse: 3.42999 valid_1's rmse: 3.68113 [447] valid_0's rmse: 3.42921 valid_1's rmse: 3.68105 [448] valid_0's rmse: 3.42853 valid_1's rmse: 3.68081 [449] valid_0's rmse: 3.42818 valid_1's rmse: 3.68072 [450] valid_0's rmse: 3.42791 valid_1's rmse: 3.68067 [451] valid_0's rmse: 3.42738 valid_1's rmse: 3.68054 [452] valid_0's rmse: 3.42681 valid_1's rmse: 3.68061 [453] valid_0's rmse: 3.42647 valid_1's rmse: 3.68061 [454] valid_0's rmse: 3.4261 valid_1's rmse: 3.68059 [455] valid_0's rmse: 3.42576 valid_1's rmse: 3.68047 [456] valid_0's rmse: 3.42542 valid_1's rmse: 3.68046 [457] valid_0's rmse: 3.42506 valid_1's rmse: 3.68044 [458] valid_0's rmse: 3.42434 valid_1's rmse: 3.68003 [459] valid_0's rmse: 3.42331 valid_1's rmse: 3.67934 [460] valid_0's rmse: 3.42292 valid_1's rmse: 3.67963 [461] valid_0's rmse: 3.42249 valid_1's rmse: 3.67947 [462] valid_0's rmse: 3.42224 valid_1's rmse: 3.67943 [463] valid_0's rmse: 3.42182 valid_1's rmse: 3.67915 [464] valid_0's rmse: 3.42149 valid_1's rmse: 3.67909 [465] valid_0's rmse: 3.42096 valid_1's rmse: 3.67954 [466] valid_0's rmse: 3.4203 valid_1's rmse: 3.67916 [467] valid_0's rmse: 3.4201 valid_1's rmse: 3.67916 [468] valid_0's rmse: 3.41916 valid_1's rmse: 3.67931 [469] valid_0's rmse: 3.41877 valid_1's rmse: 3.67925 [470] valid_0's rmse: 3.41829 valid_1's rmse: 3.67905 [471] valid_0's rmse: 3.41762 valid_1's rmse: 3.67865 [472] valid_0's rmse: 3.4171 valid_1's rmse: 3.67837 [473] valid_0's rmse: 3.41684 valid_1's rmse: 3.67835 [474] valid_0's rmse: 3.41651 valid_1's rmse: 3.67825 [475] valid_0's rmse: 3.41608 valid_1's rmse: 3.67824 [476] valid_0's rmse: 3.41571 valid_1's rmse: 3.67801 [477] valid_0's rmse: 3.41546 valid_1's rmse: 3.6779 [478] valid_0's rmse: 3.41518 valid_1's rmse: 3.67779 [479] valid_0's rmse: 3.41458 valid_1's rmse: 3.67761 [480] valid_0's rmse: 3.41399 valid_1's rmse: 3.6779 [481] valid_0's rmse: 3.41343 valid_1's rmse: 3.67786 [482] valid_0's rmse: 3.41287 valid_1's rmse: 3.67758 [483] valid_0's rmse: 3.41232 valid_1's rmse: 3.67746 [484] valid_0's rmse: 3.41162 valid_1's rmse: 3.67699 [485] valid_0's rmse: 3.4111 valid_1's rmse: 3.67677 [486] valid_0's rmse: 3.41063 valid_1's rmse: 3.6767 [487] valid_0's rmse: 3.41031 valid_1's rmse: 3.67669 [488] valid_0's rmse: 3.40988 valid_1's rmse: 3.67653 [489] valid_0's rmse: 3.40946 valid_1's rmse: 3.67661 [490] valid_0's rmse: 3.40924 valid_1's rmse: 3.67659 [491] valid_0's rmse: 3.40867 valid_1's rmse: 3.67638 [492] valid_0's rmse: 3.40811 valid_1's rmse: 3.67619 [493] valid_0's rmse: 3.40742 valid_1's rmse: 3.67625 [494] valid_0's rmse: 3.40705 valid_1's rmse: 3.67638 [495] valid_0's rmse: 3.40663 valid_1's rmse: 3.67642 [496] valid_0's rmse: 3.40596 valid_1's rmse: 3.6766 [497] valid_0's rmse: 3.40539 valid_1's rmse: 3.67653 [498] valid_0's rmse: 3.40507 valid_1's rmse: 3.67654 [499] valid_0's rmse: 3.40469 valid_1's rmse: 3.67652 [500] valid_0's rmse: 3.40413 valid_1's rmse: 3.67647 [501] valid_0's rmse: 3.40375 valid_1's rmse: 3.67639 [502] valid_0's rmse: 3.40339 valid_1's rmse: 3.67631 [503] valid_0's rmse: 3.40294 valid_1's rmse: 3.67652 [504] valid_0's rmse: 3.40242 valid_1's rmse: 3.67683 [505] valid_0's rmse: 3.402 valid_1's rmse: 3.67687 [506] valid_0's rmse: 3.40151 valid_1's rmse: 3.67675 [507] valid_0's rmse: 3.40092 valid_1's rmse: 3.67657 [508] valid_0's rmse: 3.4005 valid_1's rmse: 3.67636 [509] valid_0's rmse: 3.40016 valid_1's rmse: 3.67634 [510] valid_0's rmse: 3.39968 valid_1's rmse: 3.67649 [511] valid_0's rmse: 3.39903 valid_1's rmse: 3.67682 [512] valid_0's rmse: 3.39844 valid_1's rmse: 3.6767 Early stopping, best iteration is: [492] valid_0's rmse: 3.40811 valid_1's rmse: 3.67619 SCORE: 3.676186775172408 [1] valid_0's rmse: 8.98018 valid_1's rmse: 8.9393 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38799 valid_1's rmse: 8.34832 [3] valid_0's rmse: 7.86618 valid_1's rmse: 7.82803 [4] valid_0's rmse: 7.39176 valid_1's rmse: 7.35492 [5] valid_0's rmse: 6.98831 valid_1's rmse: 6.95227 [6] valid_0's rmse: 6.63919 valid_1's rmse: 6.60439 [7] valid_0's rmse: 6.34577 valid_1's rmse: 6.3119 [8] valid_0's rmse: 6.08665 valid_1's rmse: 6.05351 [9] valid_0's rmse: 5.85598 valid_1's rmse: 5.82348 [10] valid_0's rmse: 5.65955 valid_1's rmse: 5.62755 [11] valid_0's rmse: 5.49513 valid_1's rmse: 5.46399 [12] valid_0's rmse: 5.33807 valid_1's rmse: 5.30802 [13] valid_0's rmse: 5.20285 valid_1's rmse: 5.17343 [14] valid_0's rmse: 5.09012 valid_1's rmse: 5.06098 [15] valid_0's rmse: 4.96808 valid_1's rmse: 4.93954 [16] valid_0's rmse: 4.88247 valid_1's rmse: 4.8539 [17] valid_0's rmse: 4.78282 valid_1's rmse: 4.75406 [18] valid_0's rmse: 4.71781 valid_1's rmse: 4.68998 [19] valid_0's rmse: 4.66212 valid_1's rmse: 4.63449 [20] valid_0's rmse: 4.58963 valid_1's rmse: 4.56185 [21] valid_0's rmse: 4.53658 valid_1's rmse: 4.50962 [22] valid_0's rmse: 4.49838 valid_1's rmse: 4.47122 [23] valid_0's rmse: 4.46188 valid_1's rmse: 4.43522 [24] valid_0's rmse: 4.4299 valid_1's rmse: 4.40522 [25] valid_0's rmse: 4.39129 valid_1's rmse: 4.36746 [26] valid_0's rmse: 4.35959 valid_1's rmse: 4.33657 [27] valid_0's rmse: 4.33678 valid_1's rmse: 4.31402 [28] valid_0's rmse: 4.30004 valid_1's rmse: 4.27735 [29] valid_0's rmse: 4.27551 valid_1's rmse: 4.25523 [30] valid_0's rmse: 4.26111 valid_1's rmse: 4.24167 [31] valid_0's rmse: 4.24247 valid_1's rmse: 4.22407 [32] valid_0's rmse: 4.21378 valid_1's rmse: 4.19584 [33] valid_0's rmse: 4.20094 valid_1's rmse: 4.18421 [34] valid_0's rmse: 4.17721 valid_1's rmse: 4.16097 [35] valid_0's rmse: 4.1552 valid_1's rmse: 4.13978 [36] valid_0's rmse: 4.14393 valid_1's rmse: 4.13008 [37] valid_0's rmse: 4.1331 valid_1's rmse: 4.12017 [38] valid_0's rmse: 4.12511 valid_1's rmse: 4.11417 [39] valid_0's rmse: 4.11842 valid_1's rmse: 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[486] valid_0's rmse: 3.39282 valid_1's rmse: 3.66088 [487] valid_0's rmse: 3.39253 valid_1's rmse: 3.66089 [488] valid_0's rmse: 3.39224 valid_1's rmse: 3.66085 [489] valid_0's rmse: 3.39193 valid_1's rmse: 3.66072 [490] valid_0's rmse: 3.39163 valid_1's rmse: 3.66054 [491] valid_0's rmse: 3.39144 valid_1's rmse: 3.66053 [492] valid_0's rmse: 3.39111 valid_1's rmse: 3.66049 [493] valid_0's rmse: 3.3907 valid_1's rmse: 3.6603 [494] valid_0's rmse: 3.39054 valid_1's rmse: 3.6603 [495] valid_0's rmse: 3.39021 valid_1's rmse: 3.66031 [496] valid_0's rmse: 3.38952 valid_1's rmse: 3.66043 [497] valid_0's rmse: 3.38882 valid_1's rmse: 3.65999 [498] valid_0's rmse: 3.38846 valid_1's rmse: 3.65983 [499] valid_0's rmse: 3.38815 valid_1's rmse: 3.65967 [500] valid_0's rmse: 3.3879 valid_1's rmse: 3.65965 [501] valid_0's rmse: 3.38761 valid_1's rmse: 3.65967 [502] valid_0's rmse: 3.38705 valid_1's rmse: 3.65965 [503] valid_0's rmse: 3.38643 valid_1's rmse: 3.6596 [504] valid_0's rmse: 3.38601 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valid_0's rmse: 3.36106 valid_1's rmse: 3.6584 [561] valid_0's rmse: 3.3606 valid_1's rmse: 3.65836 [562] valid_0's rmse: 3.36027 valid_1's rmse: 3.65842 [563] valid_0's rmse: 3.35975 valid_1's rmse: 3.65804 [564] valid_0's rmse: 3.35947 valid_1's rmse: 3.65793 [565] valid_0's rmse: 3.35895 valid_1's rmse: 3.65788 [566] valid_0's rmse: 3.3586 valid_1's rmse: 3.65784 [567] valid_0's rmse: 3.35806 valid_1's rmse: 3.65792 [568] valid_0's rmse: 3.35752 valid_1's rmse: 3.65789 [569] valid_0's rmse: 3.357 valid_1's rmse: 3.65765 [570] valid_0's rmse: 3.35664 valid_1's rmse: 3.65754 [571] valid_0's rmse: 3.35618 valid_1's rmse: 3.65765 [572] valid_0's rmse: 3.35594 valid_1's rmse: 3.65746 [573] valid_0's rmse: 3.35549 valid_1's rmse: 3.65736 [574] valid_0's rmse: 3.3551 valid_1's rmse: 3.65731 [575] valid_0's rmse: 3.35454 valid_1's rmse: 3.65739 [576] valid_0's rmse: 3.35404 valid_1's rmse: 3.6574 [577] valid_0's rmse: 3.35356 valid_1's rmse: 3.65713 [578] valid_0's rmse: 3.35309 valid_1's rmse: 3.65716 [579] valid_0's rmse: 3.35241 valid_1's rmse: 3.65672 [580] valid_0's rmse: 3.35184 valid_1's rmse: 3.65643 [581] valid_0's rmse: 3.35122 valid_1's rmse: 3.65651 [582] valid_0's rmse: 3.35069 valid_1's rmse: 3.65644 [583] valid_0's rmse: 3.35009 valid_1's rmse: 3.6567 [584] valid_0's rmse: 3.34959 valid_1's rmse: 3.65667 [585] valid_0's rmse: 3.34919 valid_1's rmse: 3.65661 [586] valid_0's rmse: 3.34894 valid_1's rmse: 3.65668 [587] valid_0's rmse: 3.34882 valid_1's rmse: 3.65667 [588] valid_0's rmse: 3.34839 valid_1's rmse: 3.65676 [589] valid_0's rmse: 3.34817 valid_1's rmse: 3.6567 [590] valid_0's rmse: 3.3478 valid_1's rmse: 3.65656 [591] valid_0's rmse: 3.34718 valid_1's rmse: 3.65685 [592] valid_0's rmse: 3.34656 valid_1's rmse: 3.65627 [593] valid_0's rmse: 3.34598 valid_1's rmse: 3.65653 [594] valid_0's rmse: 3.34587 valid_1's rmse: 3.65655 [595] valid_0's rmse: 3.34538 valid_1's rmse: 3.65652 [596] valid_0's rmse: 3.34482 valid_1's rmse: 3.65615 [597] valid_0's rmse: 3.34442 valid_1's rmse: 3.65591 [598] valid_0's rmse: 3.34391 valid_1's rmse: 3.65581 [599] valid_0's rmse: 3.34357 valid_1's rmse: 3.65573 [600] valid_0's rmse: 3.34316 valid_1's rmse: 3.65578 [601] valid_0's rmse: 3.3429 valid_1's rmse: 3.65571 [602] valid_0's rmse: 3.34253 valid_1's rmse: 3.65548 [603] valid_0's rmse: 3.34224 valid_1's rmse: 3.6554 [604] valid_0's rmse: 3.34201 valid_1's rmse: 3.6554 [605] valid_0's rmse: 3.34165 valid_1's rmse: 3.65532 [606] valid_0's rmse: 3.3411 valid_1's rmse: 3.65541 [607] valid_0's rmse: 3.3405 valid_1's rmse: 3.65554 [608] valid_0's rmse: 3.34007 valid_1's rmse: 3.65545 [609] valid_0's rmse: 3.33966 valid_1's rmse: 3.65541 [610] valid_0's rmse: 3.33945 valid_1's rmse: 3.65536 [611] valid_0's rmse: 3.33906 valid_1's rmse: 3.65525 [612] valid_0's rmse: 3.33855 valid_1's rmse: 3.65509 [613] valid_0's rmse: 3.33834 valid_1's rmse: 3.65512 [614] valid_0's rmse: 3.3379 valid_1's rmse: 3.65515 [615] valid_0's rmse: 3.33766 valid_1's rmse: 3.65511 [616] valid_0's rmse: 3.33723 valid_1's rmse: 3.65482 [617] valid_0's rmse: 3.3368 valid_1's rmse: 3.65474 [618] valid_0's rmse: 3.33641 valid_1's rmse: 3.65464 [619] valid_0's rmse: 3.33598 valid_1's rmse: 3.65465 [620] valid_0's rmse: 3.33575 valid_1's rmse: 3.65458 [621] valid_0's rmse: 3.33522 valid_1's rmse: 3.65452 [622] valid_0's rmse: 3.33477 valid_1's rmse: 3.65444 [623] valid_0's rmse: 3.33427 valid_1's rmse: 3.65417 [624] valid_0's rmse: 3.33393 valid_1's rmse: 3.65421 [625] valid_0's rmse: 3.33349 valid_1's rmse: 3.65404 [626] valid_0's rmse: 3.33309 valid_1's rmse: 3.65382 [627] valid_0's rmse: 3.33264 valid_1's rmse: 3.65356 [628] valid_0's rmse: 3.33219 valid_1's rmse: 3.65322 [629] valid_0's rmse: 3.33174 valid_1's rmse: 3.65295 [630] valid_0's rmse: 3.33137 valid_1's rmse: 3.6528 [631] valid_0's rmse: 3.33098 valid_1's rmse: 3.65267 [632] valid_0's rmse: 3.33062 valid_1's rmse: 3.65247 [633] valid_0's rmse: 3.3301 valid_1's rmse: 3.65246 [634] valid_0's rmse: 3.32987 valid_1's rmse: 3.65236 [635] valid_0's rmse: 3.32932 valid_1's rmse: 3.65207 [636] valid_0's rmse: 3.32889 valid_1's rmse: 3.65182 [637] valid_0's rmse: 3.32846 valid_1's rmse: 3.65182 [638] valid_0's rmse: 3.32795 valid_1's rmse: 3.65196 [639] valid_0's rmse: 3.3276 valid_1's rmse: 3.65185 [640] valid_0's rmse: 3.32724 valid_1's rmse: 3.65175 [641] valid_0's rmse: 3.32687 valid_1's rmse: 3.6518 [642] valid_0's rmse: 3.32638 valid_1's rmse: 3.652 [643] valid_0's rmse: 3.3261 valid_1's rmse: 3.65221 [644] valid_0's rmse: 3.32579 valid_1's rmse: 3.65217 [645] valid_0's rmse: 3.32544 valid_1's rmse: 3.65219 [646] valid_0's rmse: 3.32514 valid_1's rmse: 3.65242 [647] valid_0's rmse: 3.32487 valid_1's rmse: 3.6524 [648] valid_0's rmse: 3.32452 valid_1's rmse: 3.65242 [649] valid_0's rmse: 3.32415 valid_1's rmse: 3.65256 [650] valid_0's rmse: 3.32363 valid_1's rmse: 3.65253 [651] valid_0's rmse: 3.32321 valid_1's rmse: 3.6525 [652] valid_0's rmse: 3.32271 valid_1's rmse: 3.65228 [653] valid_0's rmse: 3.32255 valid_1's rmse: 3.65227 [654] valid_0's rmse: 3.32205 valid_1's rmse: 3.65245 [655] valid_0's rmse: 3.32167 valid_1's rmse: 3.65238 [656] valid_0's rmse: 3.32137 valid_1's rmse: 3.65243 [657] valid_0's rmse: 3.32117 valid_1's rmse: 3.65243 [658] valid_0's rmse: 3.32091 valid_1's rmse: 3.65251 [659] valid_0's rmse: 3.32077 valid_1's rmse: 3.65252 [660] valid_0's rmse: 3.32004 valid_1's rmse: 3.6521 Early stopping, best iteration is: [640] valid_0's rmse: 3.32724 valid_1's rmse: 3.65175 SCORE: 3.651749740072079 [1] valid_0's rmse: 8.97056 valid_1's rmse: 8.92922 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37992 valid_1's rmse: 8.34064 [3] valid_0's rmse: 7.8562 valid_1's rmse: 7.818 [4] valid_0's rmse: 7.39527 valid_1's rmse: 7.35829 [5] valid_0's rmse: 6.99768 valid_1's rmse: 6.96185 [6] valid_0's rmse: 6.64744 valid_1's rmse: 6.61224 [7] valid_0's rmse: 6.35001 valid_1's rmse: 6.31652 [8] valid_0's rmse: 6.08682 valid_1's rmse: 6.05407 [9] valid_0's rmse: 5.86293 valid_1's rmse: 5.83137 [10] valid_0's rmse: 5.66599 valid_1's rmse: 5.63592 [11] valid_0's rmse: 5.50436 valid_1's rmse: 5.47434 [12] valid_0's rmse: 5.32132 valid_1's rmse: 5.29162 [13] valid_0's rmse: 5.20046 valid_1's rmse: 5.17296 [14] valid_0's rmse: 5.08258 valid_1's rmse: 5.05627 [15] valid_0's rmse: 4.97185 valid_1's rmse: 4.94638 [16] valid_0's rmse: 4.89411 valid_1's rmse: 4.86971 [17] valid_0's rmse: 4.81707 valid_1's rmse: 4.79364 [18] valid_0's rmse: 4.73137 valid_1's rmse: 4.70835 [19] valid_0's rmse: 4.67644 valid_1's rmse: 4.65339 [20] valid_0's rmse: 4.59806 valid_1's rmse: 4.57546 [21] valid_0's rmse: 4.54474 valid_1's rmse: 4.52328 [22] valid_0's rmse: 4.50378 valid_1's rmse: 4.48369 [23] valid_0's rmse: 4.45832 valid_1's rmse: 4.4388 [24] valid_0's rmse: 4.40432 valid_1's rmse: 4.38515 [25] valid_0's rmse: 4.37309 valid_1's rmse: 4.35449 [26] valid_0's rmse: 4.34404 valid_1's rmse: 4.32729 [27] valid_0's rmse: 4.31975 valid_1's rmse: 4.30323 [28] valid_0's rmse: 4.29714 valid_1's rmse: 4.28294 [29] valid_0's rmse: 4.27709 valid_1's rmse: 4.26597 [30] valid_0's rmse: 4.25859 valid_1's rmse: 4.24845 [31] valid_0's rmse: 4.23016 valid_1's rmse: 4.22117 [32] valid_0's rmse: 4.21328 valid_1's rmse: 4.20593 [33] valid_0's rmse: 4.1966 valid_1's rmse: 4.19029 [34] valid_0's rmse: 4.18425 valid_1's rmse: 4.18184 [35] valid_0's rmse: 4.17206 valid_1's rmse: 4.17075 [36] valid_0's rmse: 4.16054 valid_1's rmse: 4.16061 [37] valid_0's rmse: 4.14388 valid_1's rmse: 4.14455 [38] valid_0's rmse: 4.13226 valid_1's rmse: 4.13429 [39] valid_0's rmse: 4.11778 valid_1's rmse: 4.12021 [40] valid_0's rmse: 4.10745 valid_1's rmse: 4.11098 [41] valid_0's rmse: 4.09543 valid_1's rmse: 4.09999 [42] valid_0's rmse: 4.08937 valid_1's rmse: 4.09529 [43] valid_0's rmse: 4.08063 valid_1's rmse: 4.08663 [44] valid_0's rmse: 4.06335 valid_1's rmse: 4.06952 [45] valid_0's rmse: 4.05759 valid_1's rmse: 4.06651 [46] valid_0's rmse: 4.04098 valid_1's rmse: 4.0506 [47] valid_0's rmse: 4.0358 valid_1's rmse: 4.04734 [48] valid_0's rmse: 4.02903 valid_1's rmse: 4.04169 [49] valid_0's rmse: 4.02301 valid_1's rmse: 4.03638 [50] valid_0's rmse: 4.01471 valid_1's rmse: 4.02888 [51] valid_0's rmse: 4.00932 valid_1's rmse: 4.02568 [52] valid_0's rmse: 3.99897 valid_1's rmse: 4.01638 [53] valid_0's rmse: 3.99334 valid_1's rmse: 4.01148 [54] valid_0's rmse: 3.98465 valid_1's rmse: 4.00381 [55] valid_0's rmse: 3.97841 valid_1's rmse: 3.99929 [56] valid_0's rmse: 3.97375 valid_1's rmse: 3.99505 [57] valid_0's rmse: 3.9681 valid_1's rmse: 3.99001 [58] valid_0's rmse: 3.96191 valid_1's rmse: 3.98526 [59] valid_0's rmse: 3.95595 valid_1's rmse: 3.97928 [60] valid_0's rmse: 3.95052 valid_1's rmse: 3.97581 [61] valid_0's rmse: 3.94536 valid_1's rmse: 3.97215 [62] valid_0's rmse: 3.93539 valid_1's rmse: 3.96223 [63] valid_0's rmse: 3.92813 valid_1's rmse: 3.95542 [64] valid_0's rmse: 3.92284 valid_1's rmse: 3.95089 [65] valid_0's rmse: 3.9149 valid_1's rmse: 3.94359 [66] valid_0's rmse: 3.90882 valid_1's rmse: 3.93763 [67] valid_0's rmse: 3.90481 valid_1's rmse: 3.93443 [68] valid_0's rmse: 3.89854 valid_1's rmse: 3.9285 [69] valid_0's rmse: 3.89015 valid_1's rmse: 3.92041 [70] valid_0's rmse: 3.88669 valid_1's rmse: 3.91935 [71] valid_0's rmse: 3.8829 valid_1's rmse: 3.91676 [72] valid_0's rmse: 3.87965 valid_1's rmse: 3.91444 [73] valid_0's rmse: 3.87628 valid_1's rmse: 3.91262 [74] valid_0's rmse: 3.87072 valid_1's rmse: 3.90753 [75] valid_0's rmse: 3.8681 valid_1's rmse: 3.90612 [76] valid_0's rmse: 3.86194 valid_1's rmse: 3.90049 [77] valid_0's rmse: 3.85743 valid_1's rmse: 3.89631 [78] valid_0's rmse: 3.85492 valid_1's rmse: 3.89524 [79] valid_0's rmse: 3.8468 valid_1's rmse: 3.88732 [80] valid_0's rmse: 3.84429 valid_1's rmse: 3.88598 [81] valid_0's rmse: 3.84182 valid_1's rmse: 3.88482 [82] valid_0's rmse: 3.8365 valid_1's rmse: 3.88057 [83] valid_0's rmse: 3.83118 valid_1's rmse: 3.8757 [84] valid_0's rmse: 3.82782 valid_1's rmse: 3.87446 [85] valid_0's rmse: 3.82453 valid_1's rmse: 3.87281 [86] valid_0's rmse: 3.82207 valid_1's rmse: 3.87067 [87] valid_0's rmse: 3.81958 valid_1's rmse: 3.86899 [88] valid_0's rmse: 3.81699 valid_1's rmse: 3.86813 [89] valid_0's rmse: 3.81144 valid_1's rmse: 3.86289 [90] valid_0's rmse: 3.80877 valid_1's rmse: 3.86167 [91] valid_0's rmse: 3.80642 valid_1's rmse: 3.86005 [92] valid_0's rmse: 3.80196 valid_1's rmse: 3.85614 [93] valid_0's rmse: 3.79965 valid_1's rmse: 3.8549 [94] valid_0's rmse: 3.79488 valid_1's rmse: 3.85097 [95] valid_0's rmse: 3.7899 valid_1's rmse: 3.84593 [96] valid_0's rmse: 3.78668 valid_1's rmse: 3.8432 [97] valid_0's rmse: 3.78254 valid_1's rmse: 3.83923 [98] valid_0's rmse: 3.78022 valid_1's rmse: 3.83742 [99] valid_0's rmse: 3.77658 valid_1's rmse: 3.83462 [100] valid_0's rmse: 3.77414 valid_1's rmse: 3.83318 [101] valid_0's rmse: 3.77145 valid_1's rmse: 3.83288 [102] valid_0's rmse: 3.76788 valid_1's rmse: 3.82962 [103] valid_0's rmse: 3.76545 valid_1's rmse: 3.82915 [104] valid_0's rmse: 3.76375 valid_1's rmse: 3.82832 [105] valid_0's rmse: 3.76087 valid_1's rmse: 3.82595 [106] valid_0's rmse: 3.75784 valid_1's rmse: 3.82319 [107] valid_0's rmse: 3.75626 valid_1's rmse: 3.82217 [108] valid_0's rmse: 3.75212 valid_1's rmse: 3.81838 [109] valid_0's rmse: 3.75053 valid_1's rmse: 3.81789 [110] valid_0's rmse: 3.74648 valid_1's rmse: 3.81428 [111] valid_0's rmse: 3.74518 valid_1's rmse: 3.814 [112] valid_0's rmse: 3.74349 valid_1's rmse: 3.8134 [113] valid_0's rmse: 3.73918 valid_1's rmse: 3.80957 [114] valid_0's rmse: 3.7369 valid_1's rmse: 3.80753 [115] valid_0's rmse: 3.73437 valid_1's rmse: 3.80524 [116] valid_0's rmse: 3.73284 valid_1's rmse: 3.80459 [117] valid_0's rmse: 3.72992 valid_1's rmse: 3.80232 [118] valid_0's rmse: 3.72805 valid_1's rmse: 3.80123 [119] valid_0's rmse: 3.72556 valid_1's rmse: 3.79948 [120] valid_0's rmse: 3.72415 valid_1's rmse: 3.79942 [121] valid_0's rmse: 3.72253 valid_1's rmse: 3.799 [122] valid_0's rmse: 3.72015 valid_1's rmse: 3.79735 [123] valid_0's rmse: 3.7182 valid_1's rmse: 3.79596 [124] valid_0's rmse: 3.71659 valid_1's rmse: 3.7956 [125] valid_0's rmse: 3.71495 valid_1's rmse: 3.79493 [126] valid_0's rmse: 3.71264 valid_1's rmse: 3.79333 [127] valid_0's rmse: 3.71076 valid_1's rmse: 3.79281 [128] valid_0's rmse: 3.70826 valid_1's rmse: 3.79077 [129] valid_0's rmse: 3.70652 valid_1's rmse: 3.79048 [130] valid_0's rmse: 3.70378 valid_1's rmse: 3.7883 [131] valid_0's rmse: 3.70229 valid_1's rmse: 3.7872 [132] valid_0's rmse: 3.70037 valid_1's rmse: 3.78675 [133] valid_0's rmse: 3.69859 valid_1's rmse: 3.7853 [134] valid_0's rmse: 3.69643 valid_1's rmse: 3.78316 [135] valid_0's rmse: 3.69457 valid_1's rmse: 3.783 [136] valid_0's rmse: 3.6931 valid_1's rmse: 3.78244 [137] valid_0's rmse: 3.69136 valid_1's rmse: 3.78233 [138] valid_0's rmse: 3.68878 valid_1's rmse: 3.77994 [139] valid_0's rmse: 3.68616 valid_1's rmse: 3.77785 [140] valid_0's rmse: 3.68403 valid_1's rmse: 3.77618 [141] valid_0's rmse: 3.68219 valid_1's rmse: 3.7758 [142] valid_0's rmse: 3.68046 valid_1's rmse: 3.77535 [143] valid_0's rmse: 3.67859 valid_1's rmse: 3.77444 [144] valid_0's rmse: 3.67756 valid_1's rmse: 3.77425 [145] valid_0's rmse: 3.6754 valid_1's rmse: 3.77412 [146] valid_0's rmse: 3.67361 valid_1's rmse: 3.77308 [147] valid_0's rmse: 3.67195 valid_1's rmse: 3.77276 [148] valid_0's rmse: 3.67061 valid_1's rmse: 3.7717 [149] valid_0's rmse: 3.66847 valid_1's rmse: 3.77001 [150] valid_0's rmse: 3.66699 valid_1's rmse: 3.76956 [151] valid_0's rmse: 3.66558 valid_1's rmse: 3.76938 [152] valid_0's rmse: 3.66352 valid_1's rmse: 3.76808 [153] valid_0's rmse: 3.66158 valid_1's rmse: 3.76671 [154] valid_0's rmse: 3.66066 valid_1's rmse: 3.76606 [155] valid_0's rmse: 3.65846 valid_1's rmse: 3.7644 [156] valid_0's rmse: 3.65711 valid_1's rmse: 3.76361 [157] valid_0's rmse: 3.65545 valid_1's rmse: 3.76242 [158] valid_0's rmse: 3.65413 valid_1's rmse: 3.76171 [159] valid_0's rmse: 3.65224 valid_1's rmse: 3.76118 [160] valid_0's rmse: 3.65151 valid_1's rmse: 3.76078 [161] valid_0's rmse: 3.64962 valid_1's rmse: 3.75976 [162] valid_0's rmse: 3.64731 valid_1's rmse: 3.75998 [163] valid_0's rmse: 3.64576 valid_1's rmse: 3.75971 [164] valid_0's rmse: 3.64384 valid_1's rmse: 3.75862 [165] valid_0's rmse: 3.64152 valid_1's rmse: 3.75669 [166] valid_0's rmse: 3.64031 valid_1's rmse: 3.75665 [167] valid_0's rmse: 3.63874 valid_1's rmse: 3.75672 [168] valid_0's rmse: 3.63715 valid_1's rmse: 3.75631 [169] valid_0's rmse: 3.63556 valid_1's rmse: 3.75619 [170] valid_0's rmse: 3.63446 valid_1's rmse: 3.75569 [171] valid_0's rmse: 3.63363 valid_1's rmse: 3.75567 [172] valid_0's rmse: 3.63223 valid_1's rmse: 3.75484 [173] valid_0's rmse: 3.63137 valid_1's rmse: 3.75425 [174] valid_0's rmse: 3.62917 valid_1's rmse: 3.75345 [175] valid_0's rmse: 3.62766 valid_1's rmse: 3.75303 [176] valid_0's rmse: 3.62347 valid_1's rmse: 3.74913 [177] valid_0's rmse: 3.62202 valid_1's rmse: 3.7481 [178] valid_0's rmse: 3.62056 valid_1's rmse: 3.74726 [179] valid_0's rmse: 3.6195 valid_1's rmse: 3.74664 [180] valid_0's rmse: 3.61834 valid_1's rmse: 3.74628 [181] valid_0's rmse: 3.61648 valid_1's rmse: 3.74632 [182] valid_0's rmse: 3.615 valid_1's rmse: 3.74604 [183] valid_0's rmse: 3.61385 valid_1's rmse: 3.74521 [184] valid_0's rmse: 3.61293 valid_1's rmse: 3.74485 [185] valid_0's rmse: 3.61159 valid_1's rmse: 3.74497 [186] valid_0's rmse: 3.61049 valid_1's rmse: 3.74492 [187] valid_0's rmse: 3.60928 valid_1's rmse: 3.74482 [188] valid_0's rmse: 3.60781 valid_1's rmse: 3.74458 [189] valid_0's rmse: 3.60677 valid_1's rmse: 3.74429 [190] valid_0's rmse: 3.60531 valid_1's rmse: 3.74301 [191] valid_0's rmse: 3.60357 valid_1's rmse: 3.74229 [192] valid_0's rmse: 3.60244 valid_1's rmse: 3.74219 [193] valid_0's rmse: 3.60154 valid_1's rmse: 3.74186 [194] valid_0's rmse: 3.60051 valid_1's rmse: 3.74185 [195] valid_0's rmse: 3.59877 valid_1's rmse: 3.74074 [196] valid_0's rmse: 3.5977 valid_1's rmse: 3.74067 [197] valid_0's rmse: 3.59695 valid_1's rmse: 3.74045 [198] valid_0's rmse: 3.59587 valid_1's rmse: 3.73994 [199] valid_0's rmse: 3.5947 valid_1's rmse: 3.73981 [200] valid_0's rmse: 3.59336 valid_1's rmse: 3.73981 [201] valid_0's rmse: 3.59239 valid_1's rmse: 3.73996 [202] valid_0's rmse: 3.5912 valid_1's rmse: 3.73997 [203] valid_0's rmse: 3.59038 valid_1's rmse: 3.73977 [204] valid_0's rmse: 3.58869 valid_1's rmse: 3.73953 [205] valid_0's rmse: 3.58787 valid_1's rmse: 3.7394 [206] valid_0's rmse: 3.58564 valid_1's rmse: 3.7377 [207] valid_0's rmse: 3.58427 valid_1's rmse: 3.73688 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rmse: 3.39411 valid_1's rmse: 3.67528 [450] valid_0's rmse: 3.39338 valid_1's rmse: 3.6749 [451] valid_0's rmse: 3.39287 valid_1's rmse: 3.67476 [452] valid_0's rmse: 3.39227 valid_1's rmse: 3.67448 [453] valid_0's rmse: 3.39182 valid_1's rmse: 3.67414 [454] valid_0's rmse: 3.3914 valid_1's rmse: 3.67433 [455] valid_0's rmse: 3.39092 valid_1's rmse: 3.6745 [456] valid_0's rmse: 3.39049 valid_1's rmse: 3.67444 [457] valid_0's rmse: 3.38998 valid_1's rmse: 3.67437 [458] valid_0's rmse: 3.38938 valid_1's rmse: 3.67403 [459] valid_0's rmse: 3.38862 valid_1's rmse: 3.67336 [460] valid_0's rmse: 3.38823 valid_1's rmse: 3.67324 [461] valid_0's rmse: 3.3877 valid_1's rmse: 3.6731 [462] valid_0's rmse: 3.38702 valid_1's rmse: 3.67318 [463] valid_0's rmse: 3.38636 valid_1's rmse: 3.67329 [464] valid_0's rmse: 3.38588 valid_1's rmse: 3.67304 [465] valid_0's rmse: 3.38536 valid_1's rmse: 3.67289 [466] valid_0's rmse: 3.3848 valid_1's rmse: 3.67272 [467] valid_0's rmse: 3.38428 valid_1's rmse: 3.67258 [468] valid_0's rmse: 3.38382 valid_1's rmse: 3.67271 [469] valid_0's rmse: 3.38316 valid_1's rmse: 3.6725 [470] valid_0's rmse: 3.38283 valid_1's rmse: 3.67251 [471] valid_0's rmse: 3.38229 valid_1's rmse: 3.67254 [472] valid_0's rmse: 3.38184 valid_1's rmse: 3.67259 [473] valid_0's rmse: 3.3814 valid_1's rmse: 3.67249 [474] valid_0's rmse: 3.38092 valid_1's rmse: 3.67221 [475] valid_0's rmse: 3.3804 valid_1's rmse: 3.67208 [476] valid_0's rmse: 3.37997 valid_1's rmse: 3.67192 [477] valid_0's rmse: 3.37955 valid_1's rmse: 3.67164 [478] valid_0's rmse: 3.37891 valid_1's rmse: 3.67156 [479] valid_0's rmse: 3.37821 valid_1's rmse: 3.67138 [480] valid_0's rmse: 3.37766 valid_1's rmse: 3.67122 [481] valid_0's rmse: 3.37697 valid_1's rmse: 3.67109 [482] valid_0's rmse: 3.37636 valid_1's rmse: 3.67056 [483] valid_0's rmse: 3.3757 valid_1's rmse: 3.67038 [484] valid_0's rmse: 3.37534 valid_1's rmse: 3.67033 [485] valid_0's rmse: 3.37511 valid_1's rmse: 3.67028 [486] valid_0's rmse: 3.37462 valid_1's rmse: 3.67028 [487] valid_0's rmse: 3.37417 valid_1's rmse: 3.67035 [488] valid_0's rmse: 3.37369 valid_1's rmse: 3.67008 [489] valid_0's rmse: 3.3732 valid_1's rmse: 3.67007 [490] valid_0's rmse: 3.3727 valid_1's rmse: 3.66989 [491] valid_0's rmse: 3.37217 valid_1's rmse: 3.66979 [492] valid_0's rmse: 3.37154 valid_1's rmse: 3.66995 [493] valid_0's rmse: 3.37109 valid_1's rmse: 3.66996 [494] valid_0's rmse: 3.37052 valid_1's rmse: 3.66989 [495] valid_0's rmse: 3.36985 valid_1's rmse: 3.6696 [496] valid_0's rmse: 3.36915 valid_1's rmse: 3.66934 [497] valid_0's rmse: 3.36893 valid_1's rmse: 3.66932 [498] valid_0's rmse: 3.3685 valid_1's rmse: 3.66913 [499] valid_0's rmse: 3.36796 valid_1's rmse: 3.669 [500] valid_0's rmse: 3.36782 valid_1's rmse: 3.66899 [501] valid_0's rmse: 3.36741 valid_1's rmse: 3.66887 [502] valid_0's rmse: 3.36679 valid_1's rmse: 3.66856 [503] valid_0's rmse: 3.36637 valid_1's rmse: 3.66836 [504] valid_0's rmse: 3.36572 valid_1's rmse: 3.6687 [505] valid_0's rmse: 3.36515 valid_1's rmse: 3.66842 [506] valid_0's rmse: 3.3648 valid_1's rmse: 3.66827 [507] valid_0's rmse: 3.36413 valid_1's rmse: 3.66816 [508] valid_0's rmse: 3.3637 valid_1's rmse: 3.66821 [509] valid_0's rmse: 3.36309 valid_1's rmse: 3.66803 [510] valid_0's rmse: 3.36272 valid_1's rmse: 3.66798 [511] valid_0's rmse: 3.36241 valid_1's rmse: 3.66804 [512] valid_0's rmse: 3.36206 valid_1's rmse: 3.66797 [513] valid_0's rmse: 3.36189 valid_1's rmse: 3.66785 [514] valid_0's rmse: 3.36133 valid_1's rmse: 3.66806 [515] valid_0's rmse: 3.36086 valid_1's rmse: 3.66794 [516] valid_0's rmse: 3.36032 valid_1's rmse: 3.66769 [517] valid_0's rmse: 3.35999 valid_1's rmse: 3.66771 [518] valid_0's rmse: 3.35946 valid_1's rmse: 3.66759 [519] valid_0's rmse: 3.35891 valid_1's rmse: 3.66739 [520] valid_0's rmse: 3.35826 valid_1's rmse: 3.66735 [521] valid_0's rmse: 3.35757 valid_1's rmse: 3.66747 [522] valid_0's rmse: 3.35724 valid_1's rmse: 3.66738 [523] valid_0's rmse: 3.35664 valid_1's rmse: 3.66736 [524] valid_0's rmse: 3.35641 valid_1's rmse: 3.66735 [525] valid_0's rmse: 3.35594 valid_1's rmse: 3.66724 [526] valid_0's rmse: 3.35532 valid_1's rmse: 3.66724 [527] valid_0's rmse: 3.35461 valid_1's rmse: 3.66779 [528] valid_0's rmse: 3.35426 valid_1's rmse: 3.66766 [529] valid_0's rmse: 3.35372 valid_1's rmse: 3.66784 [530] valid_0's rmse: 3.35296 valid_1's rmse: 3.66779 [531] valid_0's rmse: 3.3525 valid_1's rmse: 3.66796 [532] valid_0's rmse: 3.3523 valid_1's rmse: 3.66793 [533] valid_0's rmse: 3.35189 valid_1's rmse: 3.66796 [534] valid_0's rmse: 3.35167 valid_1's rmse: 3.6678 [535] valid_0's rmse: 3.35122 valid_1's rmse: 3.66775 [536] valid_0's rmse: 3.35084 valid_1's rmse: 3.6678 [537] valid_0's rmse: 3.35044 valid_1's rmse: 3.66768 [538] valid_0's rmse: 3.35011 valid_1's rmse: 3.66769 [539] valid_0's rmse: 3.34953 valid_1's rmse: 3.66747 [540] valid_0's rmse: 3.34916 valid_1's rmse: 3.66724 [541] valid_0's rmse: 3.34872 valid_1's rmse: 3.6674 [542] valid_0's rmse: 3.3483 valid_1's rmse: 3.66736 [543] valid_0's rmse: 3.34794 valid_1's rmse: 3.6674 [544] valid_0's rmse: 3.34749 valid_1's rmse: 3.66744 [545] valid_0's rmse: 3.3471 valid_1's rmse: 3.66757 [546] valid_0's rmse: 3.34623 valid_1's rmse: 3.66754 Early stopping, best iteration is: [526] valid_0's rmse: 3.35532 valid_1's rmse: 3.66724 SCORE: 3.6672364795770758 [1] valid_0's rmse: 8.96619 valid_1's rmse: 8.92537 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37951 valid_1's rmse: 8.34019 [3] valid_0's rmse: 7.85247 valid_1's rmse: 7.81437 [4] valid_0's rmse: 7.39264 valid_1's rmse: 7.35605 [5] valid_0's rmse: 7.0012 valid_1's rmse: 6.96548 [6] valid_0's rmse: 6.65825 valid_1's rmse: 6.62442 [7] valid_0's rmse: 6.37299 valid_1's rmse: 6.34115 [8] valid_0's rmse: 6.11473 valid_1's rmse: 6.08282 [9] valid_0's rmse: 5.87406 valid_1's rmse: 5.84334 [10] valid_0's rmse: 5.66823 valid_1's rmse: 5.63856 [11] valid_0's rmse: 5.50117 valid_1's rmse: 5.47182 [12] valid_0's rmse: 5.33828 valid_1's rmse: 5.30896 [13] valid_0's rmse: 5.20968 valid_1's rmse: 5.18117 [14] valid_0's rmse: 5.09604 valid_1's rmse: 5.0683 [15] valid_0's rmse: 4.99591 valid_1's rmse: 4.96857 [16] valid_0's rmse: 4.90673 valid_1's rmse: 4.88013 [17] valid_0's rmse: 4.83586 valid_1's rmse: 4.81104 [18] valid_0's rmse: 4.75103 valid_1's rmse: 4.72708 [19] valid_0's rmse: 4.6882 valid_1's rmse: 4.66534 [20] valid_0's rmse: 4.62609 valid_1's rmse: 4.60336 [21] valid_0's rmse: 4.57757 valid_1's rmse: 4.55465 [22] valid_0's rmse: 4.53612 valid_1's rmse: 4.51409 [23] valid_0's rmse: 4.49703 valid_1's rmse: 4.47635 [24] valid_0's rmse: 4.46757 valid_1's rmse: 4.4486 [25] valid_0's rmse: 4.42358 valid_1's rmse: 4.40523 [26] valid_0's rmse: 4.3919 valid_1's rmse: 4.37415 [27] valid_0's rmse: 4.35933 valid_1's rmse: 4.34147 [28] valid_0's rmse: 4.32461 valid_1's rmse: 4.30697 [29] valid_0's rmse: 4.29541 valid_1's rmse: 4.27787 [30] valid_0's rmse: 4.28054 valid_1's rmse: 4.26327 [31] valid_0's rmse: 4.26022 valid_1's rmse: 4.24401 [32] valid_0's rmse: 4.23612 valid_1's rmse: 4.22016 [33] valid_0's rmse: 4.21771 valid_1's rmse: 4.20144 [34] valid_0's rmse: 4.19815 valid_1's rmse: 4.18268 [35] valid_0's rmse: 4.17811 valid_1's rmse: 4.16381 [36] valid_0's rmse: 4.16982 valid_1's rmse: 4.15566 [37] valid_0's rmse: 4.1558 valid_1's rmse: 4.14303 [38] valid_0's rmse: 4.14334 valid_1's rmse: 4.13231 [39] valid_0's rmse: 4.1339 valid_1's rmse: 4.1239 [40] valid_0's rmse: 4.12124 valid_1's rmse: 4.11119 [41] valid_0's rmse: 4.11298 valid_1's rmse: 4.1032 [42] valid_0's rmse: 4.09863 valid_1's rmse: 4.08971 [43] valid_0's rmse: 4.08887 valid_1's rmse: 4.08089 [44] valid_0's rmse: 4.07909 valid_1's rmse: 4.07129 [45] valid_0's rmse: 4.06871 valid_1's rmse: 4.06406 [46] valid_0's rmse: 4.06332 valid_1's rmse: 4.05946 [47] valid_0's rmse: 4.05717 valid_1's rmse: 4.05468 [48] valid_0's rmse: 4.04343 valid_1's rmse: 4.0414 [49] valid_0's rmse: 4.04046 valid_1's rmse: 4.0396 [50] valid_0's rmse: 4.03099 valid_1's rmse: 4.03117 [51] valid_0's rmse: 4.02478 valid_1's rmse: 4.02631 [52] valid_0's rmse: 4.01437 valid_1's rmse: 4.0171 [53] valid_0's rmse: 4.0065 valid_1's rmse: 4.01015 [54] valid_0's rmse: 4.00023 valid_1's rmse: 4.00391 [55] valid_0's rmse: 3.99117 valid_1's rmse: 3.99532 [56] valid_0's rmse: 3.98298 valid_1's rmse: 3.98742 [57] valid_0's rmse: 3.97794 valid_1's rmse: 3.98263 [58] valid_0's rmse: 3.97238 valid_1's rmse: 3.97861 [59] valid_0's rmse: 3.96689 valid_1's rmse: 3.97361 [60] valid_0's rmse: 3.96146 valid_1's rmse: 3.96922 [61] valid_0's rmse: 3.95786 valid_1's rmse: 3.96677 [62] valid_0's rmse: 3.95515 valid_1's rmse: 3.96541 [63] valid_0's rmse: 3.94923 valid_1's rmse: 3.95997 [64] valid_0's rmse: 3.94224 valid_1's rmse: 3.95327 [65] valid_0's rmse: 3.93869 valid_1's rmse: 3.95116 [66] valid_0's rmse: 3.9346 valid_1's rmse: 3.94795 [67] valid_0's rmse: 3.93204 valid_1's rmse: 3.94584 [68] valid_0's rmse: 3.92514 valid_1's rmse: 3.93996 [69] valid_0's rmse: 3.91896 valid_1's rmse: 3.93398 [70] valid_0's rmse: 3.91675 valid_1's rmse: 3.93303 [71] valid_0's rmse: 3.91316 valid_1's rmse: 3.92965 [72] valid_0's rmse: 3.90885 valid_1's rmse: 3.9274 [73] valid_0's rmse: 3.9062 valid_1's rmse: 3.92604 [74] valid_0's rmse: 3.90118 valid_1's rmse: 3.92202 [75] valid_0's rmse: 3.89586 valid_1's rmse: 3.91731 [76] valid_0's rmse: 3.89307 valid_1's rmse: 3.91491 [77] valid_0's rmse: 3.88866 valid_1's rmse: 3.91125 [78] valid_0's rmse: 3.88302 valid_1's rmse: 3.90751 [79] valid_0's rmse: 3.87891 valid_1's rmse: 3.9037 [80] valid_0's rmse: 3.87591 valid_1's rmse: 3.90175 [81] valid_0's rmse: 3.86882 valid_1's rmse: 3.89513 [82] valid_0's rmse: 3.86642 valid_1's rmse: 3.89312 [83] valid_0's rmse: 3.86297 valid_1's rmse: 3.89049 [84] valid_0's rmse: 3.85891 valid_1's rmse: 3.88641 [85] valid_0's rmse: 3.8562 valid_1's rmse: 3.884 [86] valid_0's rmse: 3.85354 valid_1's rmse: 3.88229 [87] valid_0's rmse: 3.85074 valid_1's rmse: 3.88053 [88] valid_0's rmse: 3.84454 valid_1's rmse: 3.8743 [89] valid_0's rmse: 3.84202 valid_1's rmse: 3.87287 [90] valid_0's rmse: 3.8398 valid_1's rmse: 3.8721 [91] valid_0's rmse: 3.83676 valid_1's rmse: 3.87009 [92] valid_0's rmse: 3.83427 valid_1's rmse: 3.86829 [93] valid_0's rmse: 3.83144 valid_1's rmse: 3.86558 [94] valid_0's rmse: 3.82589 valid_1's rmse: 3.86084 [95] valid_0's rmse: 3.82403 valid_1's rmse: 3.85941 [96] valid_0's rmse: 3.82115 valid_1's rmse: 3.85724 [97] valid_0's rmse: 3.81862 valid_1's rmse: 3.85596 [98] valid_0's rmse: 3.81605 valid_1's rmse: 3.8539 [99] valid_0's rmse: 3.81329 valid_1's rmse: 3.85188 [100] valid_0's rmse: 3.80928 valid_1's rmse: 3.84814 [101] valid_0's rmse: 3.8075 valid_1's rmse: 3.84732 [102] valid_0's rmse: 3.80285 valid_1's rmse: 3.843 [103] valid_0's rmse: 3.79978 valid_1's rmse: 3.84092 [104] valid_0's rmse: 3.79667 valid_1's rmse: 3.83878 [105] valid_0's rmse: 3.79482 valid_1's rmse: 3.83815 [106] valid_0's rmse: 3.79273 valid_1's rmse: 3.8363 [107] valid_0's rmse: 3.78961 valid_1's rmse: 3.83361 [108] valid_0's rmse: 3.78749 valid_1's rmse: 3.83352 [109] valid_0's rmse: 3.78589 valid_1's rmse: 3.83274 [110] valid_0's rmse: 3.78385 valid_1's rmse: 3.83108 [111] valid_0's rmse: 3.78192 valid_1's rmse: 3.82982 [112] valid_0's rmse: 3.77872 valid_1's rmse: 3.82723 [113] valid_0's rmse: 3.77742 valid_1's rmse: 3.82691 [114] valid_0's rmse: 3.7728 valid_1's rmse: 3.82302 [115] valid_0's rmse: 3.77084 valid_1's rmse: 3.82176 [116] valid_0's rmse: 3.76704 valid_1's rmse: 3.81839 [117] valid_0's rmse: 3.76437 valid_1's rmse: 3.81547 [118] valid_0's rmse: 3.76157 valid_1's rmse: 3.81319 [119] valid_0's rmse: 3.75847 valid_1's rmse: 3.81024 [120] valid_0's rmse: 3.75603 valid_1's rmse: 3.80929 [121] valid_0's rmse: 3.75311 valid_1's rmse: 3.80692 [122] valid_0's rmse: 3.75171 valid_1's rmse: 3.80634 [123] valid_0's rmse: 3.74987 valid_1's rmse: 3.80569 [124] valid_0's rmse: 3.74819 valid_1's rmse: 3.80513 [125] valid_0's rmse: 3.74557 valid_1's rmse: 3.80455 [126] valid_0's rmse: 3.74395 valid_1's rmse: 3.80363 [127] valid_0's rmse: 3.74177 valid_1's rmse: 3.80266 [128] valid_0's rmse: 3.73974 valid_1's rmse: 3.80133 [129] valid_0's rmse: 3.73807 valid_1's rmse: 3.80014 [130] valid_0's rmse: 3.73657 valid_1's rmse: 3.79941 [131] valid_0's rmse: 3.73331 valid_1's rmse: 3.79621 [132] valid_0's rmse: 3.73142 valid_1's rmse: 3.79502 [133] valid_0's rmse: 3.72997 valid_1's rmse: 3.79389 [134] valid_0's rmse: 3.72765 valid_1's rmse: 3.79194 [135] valid_0's rmse: 3.7247 valid_1's rmse: 3.78958 [136] valid_0's rmse: 3.72241 valid_1's rmse: 3.78838 [137] valid_0's rmse: 3.72154 valid_1's rmse: 3.78803 [138] valid_0's rmse: 3.72027 valid_1's rmse: 3.78729 [139] valid_0's rmse: 3.71823 valid_1's rmse: 3.78636 [140] valid_0's rmse: 3.71689 valid_1's rmse: 3.78581 [141] valid_0's rmse: 3.71469 valid_1's rmse: 3.7847 [142] valid_0's rmse: 3.71261 valid_1's rmse: 3.78409 [143] valid_0's rmse: 3.70996 valid_1's rmse: 3.78172 [144] valid_0's rmse: 3.7079 valid_1's rmse: 3.78057 [145] valid_0's rmse: 3.70621 valid_1's rmse: 3.78019 [146] valid_0's rmse: 3.70439 valid_1's rmse: 3.77898 [147] valid_0's rmse: 3.70229 valid_1's rmse: 3.77733 [148] valid_0's rmse: 3.70026 valid_1's rmse: 3.7766 [149] valid_0's rmse: 3.69864 valid_1's rmse: 3.7756 [150] valid_0's rmse: 3.6971 valid_1's rmse: 3.77525 [151] valid_0's rmse: 3.69497 valid_1's rmse: 3.77327 [152] valid_0's rmse: 3.69348 valid_1's rmse: 3.77312 [153] valid_0's rmse: 3.69224 valid_1's rmse: 3.77281 [154] valid_0's rmse: 3.69091 valid_1's rmse: 3.77206 [155] valid_0's rmse: 3.68932 valid_1's rmse: 3.77177 [156] valid_0's rmse: 3.68686 valid_1's rmse: 3.76975 [157] valid_0's rmse: 3.68507 valid_1's rmse: 3.76825 [158] valid_0's rmse: 3.68406 valid_1's rmse: 3.76805 [159] valid_0's rmse: 3.68286 valid_1's rmse: 3.76768 [160] valid_0's rmse: 3.68118 valid_1's rmse: 3.76709 [161] valid_0's rmse: 3.67944 valid_1's rmse: 3.76589 [162] valid_0's rmse: 3.67826 valid_1's rmse: 3.76521 [163] valid_0's rmse: 3.67611 valid_1's rmse: 3.76351 [164] valid_0's rmse: 3.67494 valid_1's rmse: 3.76282 [165] valid_0's rmse: 3.67252 valid_1's rmse: 3.76093 [166] valid_0's rmse: 3.67109 valid_1's rmse: 3.75982 [167] valid_0's rmse: 3.66886 valid_1's rmse: 3.75913 [168] valid_0's rmse: 3.66686 valid_1's rmse: 3.75887 [169] valid_0's rmse: 3.66508 valid_1's rmse: 3.75753 [170] valid_0's rmse: 3.6638 valid_1's rmse: 3.75756 [171] valid_0's rmse: 3.66216 valid_1's rmse: 3.75644 [172] valid_0's rmse: 3.66119 valid_1's rmse: 3.7559 [173] valid_0's rmse: 3.65944 valid_1's rmse: 3.75485 [174] valid_0's rmse: 3.658 valid_1's rmse: 3.75366 [175] valid_0's rmse: 3.65652 valid_1's rmse: 3.75307 [176] valid_0's rmse: 3.65539 valid_1's rmse: 3.75263 [177] valid_0's rmse: 3.654 valid_1's rmse: 3.75217 [178] valid_0's rmse: 3.65332 valid_1's rmse: 3.75192 [179] valid_0's rmse: 3.6518 valid_1's rmse: 3.75043 [180] valid_0's rmse: 3.65041 valid_1's rmse: 3.75004 [181] valid_0's rmse: 3.64912 valid_1's rmse: 3.74936 [182] valid_0's rmse: 3.64766 valid_1's rmse: 3.74873 [183] valid_0's rmse: 3.64649 valid_1's rmse: 3.74869 [184] valid_0's rmse: 3.64533 valid_1's rmse: 3.74779 [185] valid_0's rmse: 3.644 valid_1's rmse: 3.74727 [186] valid_0's rmse: 3.64248 valid_1's rmse: 3.74605 [187] valid_0's rmse: 3.64144 valid_1's rmse: 3.74526 [188] valid_0's rmse: 3.64026 valid_1's rmse: 3.74552 [189] valid_0's rmse: 3.63878 valid_1's rmse: 3.74447 [190] valid_0's rmse: 3.6375 valid_1's rmse: 3.74353 [191] valid_0's rmse: 3.63615 valid_1's rmse: 3.74305 [192] valid_0's rmse: 3.63418 valid_1's rmse: 3.74146 [193] valid_0's rmse: 3.63285 valid_1's rmse: 3.74074 [194] valid_0's rmse: 3.63215 valid_1's rmse: 3.74044 [195] valid_0's rmse: 3.63112 valid_1's rmse: 3.74045 [196] valid_0's rmse: 3.63042 valid_1's rmse: 3.73998 [197] valid_0's rmse: 3.62933 valid_1's rmse: 3.73924 [198] valid_0's rmse: 3.62845 valid_1's rmse: 3.73908 [199] valid_0's rmse: 3.62761 valid_1's rmse: 3.73919 [200] valid_0's rmse: 3.62662 valid_1's rmse: 3.73862 [201] valid_0's rmse: 3.62596 valid_1's rmse: 3.7382 [202] valid_0's rmse: 3.62472 valid_1's rmse: 3.73828 [203] valid_0's rmse: 3.62398 valid_1's rmse: 3.73781 [204] valid_0's rmse: 3.62254 valid_1's rmse: 3.7368 [205] valid_0's rmse: 3.62164 valid_1's rmse: 3.73654 [206] valid_0's rmse: 3.62075 valid_1's rmse: 3.73627 [207] valid_0's rmse: 3.61985 valid_1's rmse: 3.73606 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valid_1's rmse: 3.68255 [450] valid_0's rmse: 3.44439 valid_1's rmse: 3.68216 [451] valid_0's rmse: 3.4438 valid_1's rmse: 3.6823 [452] valid_0's rmse: 3.44339 valid_1's rmse: 3.68232 [453] valid_0's rmse: 3.44306 valid_1's rmse: 3.68235 [454] valid_0's rmse: 3.44258 valid_1's rmse: 3.68226 [455] valid_0's rmse: 3.44243 valid_1's rmse: 3.68224 [456] valid_0's rmse: 3.44208 valid_1's rmse: 3.68221 [457] valid_0's rmse: 3.44135 valid_1's rmse: 3.68187 [458] valid_0's rmse: 3.44077 valid_1's rmse: 3.68149 [459] valid_0's rmse: 3.44002 valid_1's rmse: 3.68106 [460] valid_0's rmse: 3.43971 valid_1's rmse: 3.68113 [461] valid_0's rmse: 3.43871 valid_1's rmse: 3.68054 [462] valid_0's rmse: 3.43834 valid_1's rmse: 3.6804 [463] valid_0's rmse: 3.43784 valid_1's rmse: 3.68023 [464] valid_0's rmse: 3.43738 valid_1's rmse: 3.6799 [465] valid_0's rmse: 3.43683 valid_1's rmse: 3.68006 [466] valid_0's rmse: 3.4362 valid_1's rmse: 3.67954 [467] valid_0's rmse: 3.43564 valid_1's rmse: 3.67923 [468] valid_0's rmse: 3.43525 valid_1's rmse: 3.67917 [469] valid_0's rmse: 3.43467 valid_1's rmse: 3.67903 [470] valid_0's rmse: 3.434 valid_1's rmse: 3.67887 [471] valid_0's rmse: 3.43352 valid_1's rmse: 3.67871 [472] valid_0's rmse: 3.43297 valid_1's rmse: 3.67839 [473] valid_0's rmse: 3.43263 valid_1's rmse: 3.67863 [474] valid_0's rmse: 3.43221 valid_1's rmse: 3.67852 [475] valid_0's rmse: 3.43185 valid_1's rmse: 3.67856 [476] valid_0's rmse: 3.43138 valid_1's rmse: 3.6784 [477] valid_0's rmse: 3.43099 valid_1's rmse: 3.67824 [478] valid_0's rmse: 3.43043 valid_1's rmse: 3.67827 [479] valid_0's rmse: 3.43029 valid_1's rmse: 3.67824 [480] valid_0's rmse: 3.42963 valid_1's rmse: 3.67813 [481] valid_0's rmse: 3.42933 valid_1's rmse: 3.67805 [482] valid_0's rmse: 3.42903 valid_1's rmse: 3.67794 [483] valid_0's rmse: 3.42875 valid_1's rmse: 3.67784 [484] valid_0's rmse: 3.42843 valid_1's rmse: 3.67778 [485] valid_0's rmse: 3.42817 valid_1's rmse: 3.67767 [486] valid_0's rmse: 3.42768 valid_1's rmse: 3.67746 [487] valid_0's rmse: 3.4274 valid_1's rmse: 3.67742 [488] valid_0's rmse: 3.42689 valid_1's rmse: 3.67732 [489] valid_0's rmse: 3.4266 valid_1's rmse: 3.67738 [490] valid_0's rmse: 3.42622 valid_1's rmse: 3.67721 [491] valid_0's rmse: 3.4258 valid_1's rmse: 3.67707 [492] valid_0's rmse: 3.42527 valid_1's rmse: 3.677 [493] valid_0's rmse: 3.42501 valid_1's rmse: 3.67699 [494] valid_0's rmse: 3.4248 valid_1's rmse: 3.67689 [495] valid_0's rmse: 3.42435 valid_1's rmse: 3.67701 [496] valid_0's rmse: 3.42393 valid_1's rmse: 3.67707 [497] valid_0's rmse: 3.42372 valid_1's rmse: 3.67696 [498] valid_0's rmse: 3.42354 valid_1's rmse: 3.67697 [499] valid_0's rmse: 3.42297 valid_1's rmse: 3.67666 [500] valid_0's rmse: 3.42272 valid_1's rmse: 3.67649 [501] valid_0's rmse: 3.42229 valid_1's rmse: 3.67665 [502] valid_0's rmse: 3.42159 valid_1's rmse: 3.6764 [503] valid_0's rmse: 3.42124 valid_1's rmse: 3.67628 [504] valid_0's rmse: 3.42077 valid_1's rmse: 3.67617 [505] valid_0's rmse: 3.42038 valid_1's rmse: 3.6763 [506] valid_0's rmse: 3.4198 valid_1's rmse: 3.67618 [507] valid_0's rmse: 3.41939 valid_1's rmse: 3.67626 [508] valid_0's rmse: 3.419 valid_1's rmse: 3.67624 [509] valid_0's rmse: 3.41859 valid_1's rmse: 3.67629 [510] valid_0's rmse: 3.41799 valid_1's rmse: 3.67617 [511] valid_0's rmse: 3.41758 valid_1's rmse: 3.67598 [512] valid_0's rmse: 3.4173 valid_1's rmse: 3.67594 [513] valid_0's rmse: 3.41675 valid_1's rmse: 3.67571 [514] valid_0's rmse: 3.41637 valid_1's rmse: 3.67568 [515] valid_0's rmse: 3.41574 valid_1's rmse: 3.67561 [516] valid_0's rmse: 3.41525 valid_1's rmse: 3.67542 [517] valid_0's rmse: 3.41492 valid_1's rmse: 3.67569 [518] valid_0's rmse: 3.41445 valid_1's rmse: 3.67569 [519] valid_0's rmse: 3.41384 valid_1's rmse: 3.67564 [520] valid_0's rmse: 3.41342 valid_1's rmse: 3.67575 [521] valid_0's rmse: 3.4127 valid_1's rmse: 3.67557 [522] valid_0's rmse: 3.41229 valid_1's rmse: 3.67565 [523] valid_0's rmse: 3.41191 valid_1's rmse: 3.67568 [524] valid_0's rmse: 3.4116 valid_1's rmse: 3.67569 [525] valid_0's rmse: 3.41126 valid_1's rmse: 3.67548 [526] valid_0's rmse: 3.41047 valid_1's rmse: 3.67515 [527] valid_0's rmse: 3.41004 valid_1's rmse: 3.67522 [528] valid_0's rmse: 3.40956 valid_1's rmse: 3.67542 [529] valid_0's rmse: 3.4091 valid_1's rmse: 3.67547 [530] valid_0's rmse: 3.40883 valid_1's rmse: 3.67519 [531] valid_0's rmse: 3.40858 valid_1's rmse: 3.6751 [532] valid_0's rmse: 3.40824 valid_1's rmse: 3.67517 [533] valid_0's rmse: 3.40762 valid_1's rmse: 3.67525 [534] valid_0's rmse: 3.40685 valid_1's rmse: 3.67473 [535] valid_0's rmse: 3.40644 valid_1's rmse: 3.67459 [536] valid_0's rmse: 3.40604 valid_1's rmse: 3.67449 [537] valid_0's rmse: 3.40561 valid_1's rmse: 3.67449 [538] valid_0's rmse: 3.40512 valid_1's rmse: 3.67423 [539] valid_0's rmse: 3.40468 valid_1's rmse: 3.67438 [540] valid_0's rmse: 3.40434 valid_1's rmse: 3.67459 [541] valid_0's rmse: 3.40384 valid_1's rmse: 3.6746 [542] valid_0's rmse: 3.40336 valid_1's rmse: 3.67437 [543] valid_0's rmse: 3.40303 valid_1's rmse: 3.67443 [544] valid_0's rmse: 3.40262 valid_1's rmse: 3.67435 [545] valid_0's rmse: 3.40221 valid_1's rmse: 3.67455 [546] valid_0's rmse: 3.40179 valid_1's rmse: 3.67464 [547] valid_0's rmse: 3.40151 valid_1's rmse: 3.67471 [548] valid_0's rmse: 3.40133 valid_1's rmse: 3.67462 [549] valid_0's rmse: 3.40096 valid_1's rmse: 3.6748 [550] valid_0's rmse: 3.40056 valid_1's rmse: 3.67479 [551] valid_0's rmse: 3.40026 valid_1's rmse: 3.67466 [552] valid_0's rmse: 3.39974 valid_1's rmse: 3.6745 [553] valid_0's rmse: 3.39921 valid_1's rmse: 3.67447 [554] valid_0's rmse: 3.39911 valid_1's rmse: 3.67451 [555] valid_0's rmse: 3.39846 valid_1's rmse: 3.67448 [556] valid_0's rmse: 3.39826 valid_1's rmse: 3.67446 [557] valid_0's rmse: 3.39791 valid_1's rmse: 3.67441 [558] valid_0's rmse: 3.39735 valid_1's rmse: 3.67414 [559] valid_0's rmse: 3.39689 valid_1's rmse: 3.67404 [560] valid_0's rmse: 3.39647 valid_1's rmse: 3.67393 [561] valid_0's rmse: 3.39599 valid_1's rmse: 3.67379 [562] valid_0's rmse: 3.39542 valid_1's rmse: 3.67357 [563] valid_0's rmse: 3.39514 valid_1's rmse: 3.67337 [564] valid_0's rmse: 3.39472 valid_1's rmse: 3.67336 [565] valid_0's rmse: 3.39409 valid_1's rmse: 3.67316 [566] valid_0's rmse: 3.3937 valid_1's rmse: 3.67299 [567] valid_0's rmse: 3.39323 valid_1's rmse: 3.6729 [568] valid_0's rmse: 3.39284 valid_1's rmse: 3.6728 [569] valid_0's rmse: 3.39255 valid_1's rmse: 3.67264 [570] valid_0's rmse: 3.39219 valid_1's rmse: 3.67252 [571] valid_0's rmse: 3.39184 valid_1's rmse: 3.67237 [572] valid_0's rmse: 3.39153 valid_1's rmse: 3.67217 [573] valid_0's rmse: 3.39128 valid_1's rmse: 3.67217 [574] valid_0's rmse: 3.39088 valid_1's rmse: 3.67216 [575] valid_0's rmse: 3.39053 valid_1's rmse: 3.67217 [576] valid_0's rmse: 3.39014 valid_1's rmse: 3.67204 [577] valid_0's rmse: 3.38969 valid_1's rmse: 3.67224 [578] valid_0's rmse: 3.38935 valid_1's rmse: 3.67216 [579] valid_0's rmse: 3.38838 valid_1's rmse: 3.67171 [580] valid_0's rmse: 3.38786 valid_1's rmse: 3.6713 [581] valid_0's rmse: 3.38752 valid_1's rmse: 3.67133 [582] valid_0's rmse: 3.38721 valid_1's rmse: 3.67126 [583] valid_0's rmse: 3.38682 valid_1's rmse: 3.67114 [584] valid_0's rmse: 3.38636 valid_1's rmse: 3.67083 [585] valid_0's rmse: 3.38612 valid_1's rmse: 3.67062 [586] valid_0's rmse: 3.38558 valid_1's rmse: 3.67047 [587] valid_0's rmse: 3.38519 valid_1's rmse: 3.67037 [588] valid_0's rmse: 3.38483 valid_1's rmse: 3.67016 [589] valid_0's rmse: 3.38432 valid_1's rmse: 3.67003 [590] valid_0's rmse: 3.3839 valid_1's rmse: 3.6699 [591] valid_0's rmse: 3.38338 valid_1's rmse: 3.66971 [592] valid_0's rmse: 3.38305 valid_1's rmse: 3.66967 [593] valid_0's rmse: 3.38261 valid_1's rmse: 3.66947 [594] valid_0's rmse: 3.38228 valid_1's rmse: 3.66918 [595] valid_0's rmse: 3.38218 valid_1's rmse: 3.66917 [596] valid_0's rmse: 3.38173 valid_1's rmse: 3.669 [597] valid_0's rmse: 3.38093 valid_1's rmse: 3.66866 [598] valid_0's rmse: 3.38077 valid_1's rmse: 3.66851 [599] valid_0's rmse: 3.3805 valid_1's rmse: 3.66844 [600] valid_0's rmse: 3.38005 valid_1's rmse: 3.66828 [601] valid_0's rmse: 3.37958 valid_1's rmse: 3.66823 [602] valid_0's rmse: 3.37922 valid_1's rmse: 3.66812 [603] valid_0's rmse: 3.37895 valid_1's rmse: 3.66803 [604] valid_0's rmse: 3.37878 valid_1's rmse: 3.668 [605] valid_0's rmse: 3.37857 valid_1's rmse: 3.66796 [606] valid_0's rmse: 3.37814 valid_1's rmse: 3.66771 [607] valid_0's rmse: 3.3776 valid_1's rmse: 3.66757 [608] valid_0's rmse: 3.37729 valid_1's rmse: 3.66748 [609] valid_0's rmse: 3.37682 valid_1's rmse: 3.66714 [610] valid_0's rmse: 3.37654 valid_1's rmse: 3.66701 [611] valid_0's rmse: 3.37621 valid_1's rmse: 3.66699 [612] valid_0's rmse: 3.37575 valid_1's rmse: 3.66687 [613] valid_0's rmse: 3.37537 valid_1's rmse: 3.66678 [614] valid_0's rmse: 3.37488 valid_1's rmse: 3.66631 [615] valid_0's rmse: 3.37458 valid_1's rmse: 3.66631 [616] valid_0's rmse: 3.37387 valid_1's rmse: 3.66584 [617] valid_0's rmse: 3.37352 valid_1's rmse: 3.66554 [618] valid_0's rmse: 3.37303 valid_1's rmse: 3.66557 [619] valid_0's rmse: 3.37274 valid_1's rmse: 3.66549 [620] valid_0's rmse: 3.37213 valid_1's rmse: 3.66525 [621] valid_0's rmse: 3.37181 valid_1's rmse: 3.66498 [622] valid_0's rmse: 3.37131 valid_1's rmse: 3.66471 [623] valid_0's rmse: 3.37076 valid_1's rmse: 3.66439 [624] valid_0's rmse: 3.3701 valid_1's rmse: 3.66405 [625] valid_0's rmse: 3.36979 valid_1's rmse: 3.66401 [626] valid_0's rmse: 3.36912 valid_1's rmse: 3.66345 [627] valid_0's rmse: 3.36851 valid_1's rmse: 3.66294 [628] valid_0's rmse: 3.368 valid_1's rmse: 3.66263 [629] valid_0's rmse: 3.36744 valid_1's rmse: 3.6623 [630] valid_0's rmse: 3.36709 valid_1's rmse: 3.66216 [631] valid_0's rmse: 3.36674 valid_1's rmse: 3.66217 [632] valid_0's rmse: 3.36643 valid_1's rmse: 3.66217 [633] valid_0's rmse: 3.36594 valid_1's rmse: 3.66192 [634] valid_0's rmse: 3.3657 valid_1's rmse: 3.66189 [635] valid_0's rmse: 3.36534 valid_1's rmse: 3.66193 [636] valid_0's rmse: 3.36478 valid_1's rmse: 3.66156 [637] valid_0's rmse: 3.36448 valid_1's rmse: 3.66138 [638] valid_0's rmse: 3.36415 valid_1's rmse: 3.66122 [639] valid_0's rmse: 3.36381 valid_1's rmse: 3.66102 [640] valid_0's rmse: 3.36326 valid_1's rmse: 3.66121 [641] valid_0's rmse: 3.36289 valid_1's rmse: 3.66143 [642] valid_0's rmse: 3.36258 valid_1's rmse: 3.6615 [643] valid_0's rmse: 3.36225 valid_1's rmse: 3.66142 [644] valid_0's rmse: 3.36186 valid_1's rmse: 3.66124 [645] valid_0's rmse: 3.3614 valid_1's rmse: 3.66109 [646] valid_0's rmse: 3.36123 valid_1's rmse: 3.66109 [647] valid_0's rmse: 3.36084 valid_1's rmse: 3.66127 [648] valid_0's rmse: 3.36045 valid_1's rmse: 3.66136 [649] valid_0's rmse: 3.36007 valid_1's rmse: 3.66151 [650] valid_0's rmse: 3.35955 valid_1's rmse: 3.66118 [651] valid_0's rmse: 3.35919 valid_1's rmse: 3.66112 [652] valid_0's rmse: 3.35887 valid_1's rmse: 3.66098 [653] valid_0's rmse: 3.35858 valid_1's rmse: 3.66101 [654] valid_0's rmse: 3.35799 valid_1's rmse: 3.66068 [655] valid_0's rmse: 3.35754 valid_1's rmse: 3.66046 [656] valid_0's rmse: 3.35723 valid_1's rmse: 3.66028 [657] valid_0's rmse: 3.35663 valid_1's rmse: 3.66023 [658] valid_0's rmse: 3.35625 valid_1's rmse: 3.66026 [659] valid_0's rmse: 3.35557 valid_1's rmse: 3.6601 [660] valid_0's rmse: 3.3552 valid_1's rmse: 3.65996 [661] valid_0's rmse: 3.35471 valid_1's rmse: 3.65976 [662] valid_0's rmse: 3.3545 valid_1's rmse: 3.65991 [663] valid_0's rmse: 3.35422 valid_1's rmse: 3.65979 [664] valid_0's rmse: 3.35388 valid_1's rmse: 3.65966 [665] valid_0's rmse: 3.35341 valid_1's rmse: 3.65946 [666] valid_0's rmse: 3.35301 valid_1's rmse: 3.65973 [667] valid_0's rmse: 3.35256 valid_1's rmse: 3.65964 [668] valid_0's rmse: 3.35216 valid_1's rmse: 3.65937 [669] valid_0's rmse: 3.35181 valid_1's rmse: 3.65916 [670] valid_0's rmse: 3.35149 valid_1's rmse: 3.65914 [671] valid_0's rmse: 3.35118 valid_1's rmse: 3.65907 [672] valid_0's rmse: 3.35066 valid_1's rmse: 3.65912 [673] valid_0's rmse: 3.35029 valid_1's rmse: 3.65901 [674] valid_0's rmse: 3.35 valid_1's rmse: 3.65889 [675] valid_0's rmse: 3.34949 valid_1's rmse: 3.6586 [676] valid_0's rmse: 3.34899 valid_1's rmse: 3.65841 [677] valid_0's rmse: 3.34866 valid_1's rmse: 3.65831 [678] valid_0's rmse: 3.34827 valid_1's rmse: 3.65856 [679] valid_0's rmse: 3.34783 valid_1's rmse: 3.65858 [680] valid_0's rmse: 3.34745 valid_1's rmse: 3.65856 [681] valid_0's rmse: 3.34723 valid_1's rmse: 3.65856 [682] valid_0's rmse: 3.3468 valid_1's rmse: 3.65836 [683] valid_0's rmse: 3.34646 valid_1's rmse: 3.65839 [684] valid_0's rmse: 3.34618 valid_1's rmse: 3.65845 [685] valid_0's rmse: 3.34594 valid_1's rmse: 3.6584 [686] valid_0's rmse: 3.34557 valid_1's rmse: 3.65841 [687] valid_0's rmse: 3.34536 valid_1's rmse: 3.65835 [688] valid_0's rmse: 3.3448 valid_1's rmse: 3.6582 [689] valid_0's rmse: 3.34452 valid_1's rmse: 3.65819 [690] valid_0's rmse: 3.34409 valid_1's rmse: 3.65792 [691] valid_0's rmse: 3.3436 valid_1's rmse: 3.65764 [692] valid_0's rmse: 3.34328 valid_1's rmse: 3.65747 [693] valid_0's rmse: 3.34266 valid_1's rmse: 3.65735 [694] valid_0's rmse: 3.3423 valid_1's rmse: 3.65732 [695] valid_0's rmse: 3.34205 valid_1's rmse: 3.65722 [696] valid_0's rmse: 3.34191 valid_1's rmse: 3.65725 [697] valid_0's rmse: 3.34148 valid_1's rmse: 3.65743 [698] valid_0's rmse: 3.34112 valid_1's rmse: 3.65762 [699] valid_0's rmse: 3.34076 valid_1's rmse: 3.65754 [700] valid_0's rmse: 3.34054 valid_1's rmse: 3.65746 [701] valid_0's rmse: 3.34016 valid_1's rmse: 3.65735 [702] valid_0's rmse: 3.33947 valid_1's rmse: 3.65716 [703] valid_0's rmse: 3.33912 valid_1's rmse: 3.65752 [704] valid_0's rmse: 3.33865 valid_1's rmse: 3.65736 [705] valid_0's rmse: 3.33822 valid_1's rmse: 3.65729 [706] valid_0's rmse: 3.33776 valid_1's rmse: 3.65746 [707] valid_0's rmse: 3.33741 valid_1's rmse: 3.65739 [708] valid_0's rmse: 3.3372 valid_1's rmse: 3.65742 [709] valid_0's rmse: 3.33668 valid_1's rmse: 3.65741 [710] valid_0's rmse: 3.33638 valid_1's rmse: 3.65742 [711] valid_0's rmse: 3.33583 valid_1's rmse: 3.65741 [712] valid_0's rmse: 3.33546 valid_1's rmse: 3.65727 [713] valid_0's rmse: 3.33512 valid_1's rmse: 3.65767 [714] valid_0's rmse: 3.33465 valid_1's rmse: 3.65769 [715] valid_0's rmse: 3.33438 valid_1's rmse: 3.65775 [716] valid_0's rmse: 3.33412 valid_1's rmse: 3.65774 [717] valid_0's rmse: 3.3339 valid_1's rmse: 3.65766 [718] valid_0's rmse: 3.33359 valid_1's rmse: 3.65768 [719] valid_0's rmse: 3.33341 valid_1's rmse: 3.65768 [720] valid_0's rmse: 3.33312 valid_1's rmse: 3.65759 [721] valid_0's rmse: 3.33276 valid_1's rmse: 3.65762 [722] valid_0's rmse: 3.3325 valid_1's rmse: 3.65767 Early stopping, best iteration is: [702] valid_0's rmse: 3.33947 valid_1's rmse: 3.65716 SCORE: 3.6571611701724183 [1] valid_0's rmse: 8.96584 valid_1's rmse: 8.92503 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37596 valid_1's rmse: 8.33652 [3] valid_0's rmse: 7.8486 valid_1's rmse: 7.81048 [4] valid_0's rmse: 7.37764 valid_1's rmse: 7.34139 [5] valid_0's rmse: 6.97879 valid_1's rmse: 6.94388 [6] valid_0's rmse: 6.62993 valid_1's rmse: 6.59619 [7] valid_0's rmse: 6.34658 valid_1's rmse: 6.31498 [8] valid_0's rmse: 6.08383 valid_1's rmse: 6.05292 [9] valid_0's rmse: 5.84987 valid_1's rmse: 5.81972 [10] valid_0's rmse: 5.65546 valid_1's rmse: 5.62665 [11] valid_0's rmse: 5.48539 valid_1's rmse: 5.45724 [12] valid_0's rmse: 5.33293 valid_1's rmse: 5.30596 [13] valid_0's rmse: 5.2081 valid_1's rmse: 5.18204 [14] valid_0's rmse: 5.0943 valid_1's rmse: 5.06939 [15] valid_0's rmse: 4.97902 valid_1's rmse: 4.95463 [16] valid_0's rmse: 4.87226 valid_1's rmse: 4.84836 [17] valid_0's rmse: 4.77765 valid_1's rmse: 4.75446 [18] valid_0's rmse: 4.7163 valid_1's rmse: 4.69314 [19] valid_0's rmse: 4.64172 valid_1's rmse: 4.61978 [20] valid_0's rmse: 4.58194 valid_1's rmse: 4.56001 [21] valid_0's rmse: 4.53579 valid_1's rmse: 4.51555 [22] valid_0's rmse: 4.49836 valid_1's rmse: 4.47966 [23] valid_0's rmse: 4.46463 valid_1's rmse: 4.44664 [24] valid_0's rmse: 4.43475 valid_1's rmse: 4.41884 [25] valid_0's rmse: 4.38897 valid_1's rmse: 4.37323 [26] valid_0's rmse: 4.36578 valid_1's rmse: 4.35103 [27] valid_0's rmse: 4.34205 valid_1's rmse: 4.32802 [28] valid_0's rmse: 4.31069 valid_1's rmse: 4.29765 [29] valid_0's rmse: 4.29499 valid_1's rmse: 4.2825 [30] valid_0's rmse: 4.26699 valid_1's rmse: 4.2545 [31] valid_0's rmse: 4.24449 valid_1's rmse: 4.23381 [32] valid_0's rmse: 4.21697 valid_1's rmse: 4.20625 [33] valid_0's rmse: 4.20248 valid_1's rmse: 4.1927 [34] valid_0's rmse: 4.1819 valid_1's rmse: 4.17252 [35] valid_0's rmse: 4.16163 valid_1's rmse: 4.15303 [36] valid_0's rmse: 4.1544 valid_1's rmse: 4.14668 [37] valid_0's rmse: 4.14039 valid_1's rmse: 4.13297 [38] valid_0's rmse: 4.12928 valid_1's rmse: 4.12547 [39] valid_0's rmse: 4.12178 valid_1's rmse: 4.11908 [40] valid_0's rmse: 4.10926 valid_1's rmse: 4.10753 [41] valid_0's rmse: 4.09747 valid_1's rmse: 4.09635 [42] valid_0's rmse: 4.08663 valid_1's rmse: 4.08685 [43] valid_0's rmse: 4.07723 valid_1's rmse: 4.07837 [44] valid_0's rmse: 4.07081 valid_1's rmse: 4.07279 [45] valid_0's rmse: 4.05751 valid_1's rmse: 4.06131 [46] valid_0's rmse: 4.0529 valid_1's rmse: 4.05753 [47] valid_0's rmse: 4.04652 valid_1's rmse: 4.053 [48] valid_0's rmse: 4.03618 valid_1's rmse: 4.04285 [49] valid_0's rmse: 4.03258 valid_1's rmse: 4.04029 [50] valid_0's rmse: 4.02445 valid_1's rmse: 4.03308 [51] valid_0's rmse: 4.01878 valid_1's rmse: 4.02793 [52] valid_0's rmse: 4.01034 valid_1's rmse: 4.02001 [53] valid_0's rmse: 4.00579 valid_1's rmse: 4.01669 [54] valid_0's rmse: 3.9981 valid_1's rmse: 4.01047 [55] valid_0's rmse: 3.9927 valid_1's rmse: 4.00562 [56] valid_0's rmse: 3.98751 valid_1's rmse: 4.00117 [57] valid_0's rmse: 3.97863 valid_1's rmse: 3.99284 [58] valid_0's rmse: 3.97266 valid_1's rmse: 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[208] valid_0's rmse: 3.61062 valid_1's rmse: 3.73695 [209] valid_0's rmse: 3.60998 valid_1's rmse: 3.73684 [210] valid_0's rmse: 3.60903 valid_1's rmse: 3.73662 [211] valid_0's rmse: 3.60752 valid_1's rmse: 3.73572 [212] valid_0's rmse: 3.60645 valid_1's rmse: 3.73557 [213] valid_0's rmse: 3.60487 valid_1's rmse: 3.73473 [214] valid_0's rmse: 3.60373 valid_1's rmse: 3.73388 [215] valid_0's rmse: 3.60248 valid_1's rmse: 3.73335 [216] valid_0's rmse: 3.60119 valid_1's rmse: 3.73259 [217] valid_0's rmse: 3.60047 valid_1's rmse: 3.73237 [218] valid_0's rmse: 3.59878 valid_1's rmse: 3.73188 [219] valid_0's rmse: 3.59774 valid_1's rmse: 3.73117 [220] valid_0's rmse: 3.59673 valid_1's rmse: 3.73099 [221] valid_0's rmse: 3.59584 valid_1's rmse: 3.73081 [222] valid_0's rmse: 3.59502 valid_1's rmse: 3.73038 [223] valid_0's rmse: 3.59333 valid_1's rmse: 3.7298 [224] valid_0's rmse: 3.59253 valid_1's rmse: 3.72952 [225] valid_0's rmse: 3.59157 valid_1's rmse: 3.72933 [226] valid_0's rmse: 3.59045 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valid_1's rmse: 3.66358 [561] valid_0's rmse: 3.37812 valid_1's rmse: 3.66378 [562] valid_0's rmse: 3.37763 valid_1's rmse: 3.66391 [563] valid_0's rmse: 3.37733 valid_1's rmse: 3.66396 [564] valid_0's rmse: 3.37686 valid_1's rmse: 3.66377 [565] valid_0's rmse: 3.37605 valid_1's rmse: 3.66341 [566] valid_0's rmse: 3.37563 valid_1's rmse: 3.66351 [567] valid_0's rmse: 3.37525 valid_1's rmse: 3.66344 [568] valid_0's rmse: 3.37475 valid_1's rmse: 3.66365 [569] valid_0's rmse: 3.37446 valid_1's rmse: 3.66373 [570] valid_0's rmse: 3.37391 valid_1's rmse: 3.66356 [571] valid_0's rmse: 3.37346 valid_1's rmse: 3.66348 [572] valid_0's rmse: 3.37309 valid_1's rmse: 3.66343 [573] valid_0's rmse: 3.37259 valid_1's rmse: 3.66318 [574] valid_0's rmse: 3.37211 valid_1's rmse: 3.66306 [575] valid_0's rmse: 3.37162 valid_1's rmse: 3.66299 [576] valid_0's rmse: 3.371 valid_1's rmse: 3.66259 [577] valid_0's rmse: 3.37048 valid_1's rmse: 3.66237 [578] valid_0's rmse: 3.37003 valid_1's rmse: 3.66258 [579] valid_0's rmse: 3.36931 valid_1's rmse: 3.66218 [580] valid_0's rmse: 3.36849 valid_1's rmse: 3.66185 [581] valid_0's rmse: 3.36803 valid_1's rmse: 3.66185 [582] valid_0's rmse: 3.36769 valid_1's rmse: 3.66177 [583] valid_0's rmse: 3.36716 valid_1's rmse: 3.6617 [584] valid_0's rmse: 3.36683 valid_1's rmse: 3.66157 [585] valid_0's rmse: 3.36631 valid_1's rmse: 3.66157 [586] valid_0's rmse: 3.36583 valid_1's rmse: 3.66159 [587] valid_0's rmse: 3.36536 valid_1's rmse: 3.66149 [588] valid_0's rmse: 3.36496 valid_1's rmse: 3.6617 [589] valid_0's rmse: 3.36467 valid_1's rmse: 3.66166 [590] valid_0's rmse: 3.36418 valid_1's rmse: 3.66158 [591] valid_0's rmse: 3.3639 valid_1's rmse: 3.66152 [592] valid_0's rmse: 3.3634 valid_1's rmse: 3.66135 [593] valid_0's rmse: 3.363 valid_1's rmse: 3.66135 [594] valid_0's rmse: 3.36263 valid_1's rmse: 3.66142 [595] valid_0's rmse: 3.36222 valid_1's rmse: 3.66123 [596] valid_0's rmse: 3.36203 valid_1's rmse: 3.66123 [597] valid_0's rmse: 3.36139 valid_1's rmse: 3.66109 [598] valid_0's rmse: 3.36127 valid_1's rmse: 3.66109 [599] valid_0's rmse: 3.36097 valid_1's rmse: 3.66102 [600] valid_0's rmse: 3.36025 valid_1's rmse: 3.66057 [601] valid_0's rmse: 3.35971 valid_1's rmse: 3.66044 [602] valid_0's rmse: 3.35935 valid_1's rmse: 3.66032 [603] valid_0's rmse: 3.35889 valid_1's rmse: 3.66025 [604] valid_0's rmse: 3.35847 valid_1's rmse: 3.6602 [605] valid_0's rmse: 3.35774 valid_1's rmse: 3.65976 [606] valid_0's rmse: 3.35739 valid_1's rmse: 3.6598 [607] valid_0's rmse: 3.35695 valid_1's rmse: 3.65976 [608] valid_0's rmse: 3.35646 valid_1's rmse: 3.65954 [609] valid_0's rmse: 3.35604 valid_1's rmse: 3.65952 [610] valid_0's rmse: 3.35553 valid_1's rmse: 3.65958 [611] valid_0's rmse: 3.35527 valid_1's rmse: 3.65961 [612] valid_0's rmse: 3.35467 valid_1's rmse: 3.65959 [613] valid_0's rmse: 3.35442 valid_1's rmse: 3.65956 [614] valid_0's rmse: 3.35406 valid_1's rmse: 3.65929 [615] valid_0's rmse: 3.35362 valid_1's rmse: 3.65902 [616] valid_0's rmse: 3.35304 valid_1's rmse: 3.65901 [617] valid_0's rmse: 3.35264 valid_1's rmse: 3.65898 [618] valid_0's rmse: 3.35216 valid_1's rmse: 3.65915 [619] valid_0's rmse: 3.35178 valid_1's rmse: 3.65916 [620] valid_0's rmse: 3.35137 valid_1's rmse: 3.6592 [621] valid_0's rmse: 3.35096 valid_1's rmse: 3.65899 [622] valid_0's rmse: 3.35061 valid_1's rmse: 3.6592 [623] valid_0's rmse: 3.3502 valid_1's rmse: 3.65925 [624] valid_0's rmse: 3.34979 valid_1's rmse: 3.65938 [625] valid_0's rmse: 3.34945 valid_1's rmse: 3.65931 [626] valid_0's rmse: 3.34904 valid_1's rmse: 3.6592 [627] valid_0's rmse: 3.34869 valid_1's rmse: 3.65922 [628] valid_0's rmse: 3.34832 valid_1's rmse: 3.65921 [629] valid_0's rmse: 3.34794 valid_1's rmse: 3.65913 [630] valid_0's rmse: 3.34762 valid_1's rmse: 3.65909 [631] valid_0's rmse: 3.3473 valid_1's rmse: 3.65911 [632] valid_0's rmse: 3.34701 valid_1's rmse: 3.65897 [633] valid_0's rmse: 3.34668 valid_1's rmse: 3.65896 [634] valid_0's rmse: 3.34649 valid_1's rmse: 3.65882 [635] valid_0's rmse: 3.34621 valid_1's rmse: 3.65885 [636] valid_0's rmse: 3.3458 valid_1's rmse: 3.65865 [637] valid_0's rmse: 3.34545 valid_1's rmse: 3.65865 [638] valid_0's rmse: 3.34506 valid_1's rmse: 3.65869 [639] valid_0's rmse: 3.34471 valid_1's rmse: 3.65858 [640] valid_0's rmse: 3.34438 valid_1's rmse: 3.65882 [641] valid_0's rmse: 3.34402 valid_1's rmse: 3.65861 [642] valid_0's rmse: 3.34351 valid_1's rmse: 3.6587 [643] valid_0's rmse: 3.34299 valid_1's rmse: 3.65838 [644] valid_0's rmse: 3.34281 valid_1's rmse: 3.65832 [645] valid_0's rmse: 3.34252 valid_1's rmse: 3.65828 [646] valid_0's rmse: 3.34215 valid_1's rmse: 3.65806 [647] valid_0's rmse: 3.34172 valid_1's rmse: 3.65815 [648] valid_0's rmse: 3.34143 valid_1's rmse: 3.658 [649] valid_0's rmse: 3.34126 valid_1's rmse: 3.65794 [650] valid_0's rmse: 3.34102 valid_1's rmse: 3.65783 [651] valid_0's rmse: 3.34086 valid_1's rmse: 3.65778 [652] valid_0's rmse: 3.34056 valid_1's rmse: 3.6577 [653] valid_0's rmse: 3.34029 valid_1's rmse: 3.65758 [654] valid_0's rmse: 3.34001 valid_1's rmse: 3.6574 [655] valid_0's rmse: 3.33969 valid_1's rmse: 3.65728 [656] valid_0's rmse: 3.3395 valid_1's rmse: 3.6572 [657] valid_0's rmse: 3.33905 valid_1's rmse: 3.6572 [658] valid_0's rmse: 3.33865 valid_1's rmse: 3.657 [659] valid_0's rmse: 3.33806 valid_1's rmse: 3.65725 [660] valid_0's rmse: 3.33778 valid_1's rmse: 3.65723 [661] valid_0's rmse: 3.33744 valid_1's rmse: 3.65717 [662] valid_0's rmse: 3.33708 valid_1's rmse: 3.65709 [663] valid_0's rmse: 3.3368 valid_1's rmse: 3.65706 [664] valid_0's rmse: 3.33642 valid_1's rmse: 3.6569 [665] valid_0's rmse: 3.33599 valid_1's rmse: 3.65679 [666] valid_0's rmse: 3.33569 valid_1's rmse: 3.65679 [667] valid_0's rmse: 3.3353 valid_1's rmse: 3.65683 [668] valid_0's rmse: 3.3348 valid_1's rmse: 3.65674 [669] valid_0's rmse: 3.33422 valid_1's rmse: 3.65649 [670] valid_0's rmse: 3.3338 valid_1's rmse: 3.65619 [671] valid_0's rmse: 3.33338 valid_1's rmse: 3.65618 [672] valid_0's rmse: 3.33303 valid_1's rmse: 3.65639 [673] valid_0's rmse: 3.3328 valid_1's rmse: 3.65628 [674] valid_0's rmse: 3.33247 valid_1's rmse: 3.65614 [675] valid_0's rmse: 3.33206 valid_1's rmse: 3.6562 [676] valid_0's rmse: 3.33152 valid_1's rmse: 3.65603 [677] valid_0's rmse: 3.33093 valid_1's rmse: 3.65598 [678] valid_0's rmse: 3.33068 valid_1's rmse: 3.656 [679] valid_0's rmse: 3.33052 valid_1's rmse: 3.65589 [680] valid_0's rmse: 3.33015 valid_1's rmse: 3.65588 [681] valid_0's rmse: 3.3298 valid_1's rmse: 3.65585 [682] valid_0's rmse: 3.32946 valid_1's rmse: 3.65567 [683] valid_0's rmse: 3.32911 valid_1's rmse: 3.65553 [684] valid_0's rmse: 3.32869 valid_1's rmse: 3.65539 [685] valid_0's rmse: 3.32826 valid_1's rmse: 3.65529 [686] valid_0's rmse: 3.328 valid_1's rmse: 3.6552 [687] valid_0's rmse: 3.32752 valid_1's rmse: 3.65498 [688] valid_0's rmse: 3.32719 valid_1's rmse: 3.65494 [689] valid_0's rmse: 3.32685 valid_1's rmse: 3.65485 [690] valid_0's rmse: 3.32664 valid_1's rmse: 3.65474 [691] valid_0's rmse: 3.32649 valid_1's rmse: 3.65469 [692] valid_0's rmse: 3.32622 valid_1's rmse: 3.65468 [693] valid_0's rmse: 3.32589 valid_1's rmse: 3.65456 [694] valid_0's rmse: 3.32563 valid_1's rmse: 3.65447 [695] valid_0's rmse: 3.3252 valid_1's rmse: 3.6544 [696] valid_0's rmse: 3.32505 valid_1's rmse: 3.65435 [697] valid_0's rmse: 3.3245 valid_1's rmse: 3.65392 [698] valid_0's rmse: 3.32417 valid_1's rmse: 3.65388 [699] valid_0's rmse: 3.32368 valid_1's rmse: 3.65376 [700] valid_0's rmse: 3.32357 valid_1's rmse: 3.65375 [701] valid_0's rmse: 3.32303 valid_1's rmse: 3.65371 [702] valid_0's rmse: 3.32257 valid_1's rmse: 3.65372 [703] valid_0's rmse: 3.322 valid_1's rmse: 3.65348 [704] valid_0's rmse: 3.3216 valid_1's rmse: 3.65358 [705] valid_0's rmse: 3.32115 valid_1's rmse: 3.65334 [706] valid_0's rmse: 3.32077 valid_1's rmse: 3.65329 [707] valid_0's rmse: 3.3203 valid_1's rmse: 3.65324 [708] valid_0's rmse: 3.31991 valid_1's rmse: 3.65297 [709] valid_0's rmse: 3.31951 valid_1's rmse: 3.65299 [710] valid_0's rmse: 3.31912 valid_1's rmse: 3.65284 [711] valid_0's rmse: 3.31862 valid_1's rmse: 3.65309 [712] valid_0's rmse: 3.3183 valid_1's rmse: 3.65299 [713] valid_0's rmse: 3.31797 valid_1's rmse: 3.65285 [714] valid_0's rmse: 3.3175 valid_1's rmse: 3.65292 [715] valid_0's rmse: 3.31708 valid_1's rmse: 3.65288 [716] valid_0's rmse: 3.31695 valid_1's rmse: 3.65285 [717] valid_0's rmse: 3.31654 valid_1's rmse: 3.6528 [718] valid_0's rmse: 3.3162 valid_1's rmse: 3.65288 [719] valid_0's rmse: 3.31564 valid_1's rmse: 3.65282 [720] valid_0's rmse: 3.3153 valid_1's rmse: 3.65274 [721] valid_0's rmse: 3.31493 valid_1's rmse: 3.65277 [722] valid_0's rmse: 3.31438 valid_1's rmse: 3.6529 [723] valid_0's rmse: 3.31392 valid_1's rmse: 3.65279 [724] valid_0's rmse: 3.31367 valid_1's rmse: 3.65269 [725] valid_0's rmse: 3.31335 valid_1's rmse: 3.65244 [726] valid_0's rmse: 3.313 valid_1's rmse: 3.65231 [727] valid_0's rmse: 3.31275 valid_1's rmse: 3.65215 [728] valid_0's rmse: 3.31228 valid_1's rmse: 3.65208 [729] valid_0's rmse: 3.31204 valid_1's rmse: 3.65209 [730] valid_0's rmse: 3.31142 valid_1's rmse: 3.65198 [731] valid_0's rmse: 3.31115 valid_1's rmse: 3.65191 [732] valid_0's rmse: 3.31079 valid_1's rmse: 3.65182 [733] valid_0's rmse: 3.31029 valid_1's rmse: 3.65164 [734] valid_0's rmse: 3.30975 valid_1's rmse: 3.65142 [735] valid_0's rmse: 3.30919 valid_1's rmse: 3.65145 [736] valid_0's rmse: 3.30884 valid_1's rmse: 3.65148 [737] valid_0's rmse: 3.30833 valid_1's rmse: 3.6514 [738] valid_0's rmse: 3.30792 valid_1's rmse: 3.65145 [739] valid_0's rmse: 3.30766 valid_1's rmse: 3.65139 [740] valid_0's rmse: 3.30729 valid_1's rmse: 3.65137 [741] valid_0's rmse: 3.30698 valid_1's rmse: 3.65129 [742] valid_0's rmse: 3.30658 valid_1's rmse: 3.65145 [743] valid_0's rmse: 3.30622 valid_1's rmse: 3.65154 [744] valid_0's rmse: 3.30578 valid_1's rmse: 3.65147 [745] valid_0's rmse: 3.30538 valid_1's rmse: 3.65134 [746] valid_0's rmse: 3.30488 valid_1's rmse: 3.65108 [747] valid_0's rmse: 3.30449 valid_1's rmse: 3.6511 [748] valid_0's rmse: 3.30406 valid_1's rmse: 3.65123 [749] valid_0's rmse: 3.30378 valid_1's rmse: 3.65137 [750] valid_0's rmse: 3.30356 valid_1's rmse: 3.65135 [751] valid_0's rmse: 3.30336 valid_1's rmse: 3.65138 [752] valid_0's rmse: 3.30316 valid_1's rmse: 3.6513 [753] valid_0's rmse: 3.30275 valid_1's rmse: 3.65127 [754] valid_0's rmse: 3.30246 valid_1's rmse: 3.65124 [755] valid_0's rmse: 3.30219 valid_1's rmse: 3.6512 [756] valid_0's rmse: 3.30177 valid_1's rmse: 3.65089 [757] valid_0's rmse: 3.3014 valid_1's rmse: 3.65085 [758] valid_0's rmse: 3.30101 valid_1's rmse: 3.65083 [759] valid_0's rmse: 3.30069 valid_1's rmse: 3.65074 [760] valid_0's rmse: 3.30028 valid_1's rmse: 3.65082 [761] valid_0's rmse: 3.29995 valid_1's rmse: 3.6506 [762] valid_0's rmse: 3.29958 valid_1's rmse: 3.65038 [763] valid_0's rmse: 3.29895 valid_1's rmse: 3.65019 [764] valid_0's rmse: 3.29868 valid_1's rmse: 3.65014 [765] valid_0's rmse: 3.2985 valid_1's rmse: 3.65023 [766] valid_0's rmse: 3.29836 valid_1's rmse: 3.65022 [767] valid_0's rmse: 3.29801 valid_1's rmse: 3.65019 [768] valid_0's rmse: 3.29784 valid_1's rmse: 3.65024 [769] valid_0's rmse: 3.29757 valid_1's rmse: 3.6502 [770] valid_0's rmse: 3.29731 valid_1's rmse: 3.65018 [771] valid_0's rmse: 3.29701 valid_1's rmse: 3.65018 [772] valid_0's rmse: 3.29672 valid_1's rmse: 3.65002 [773] valid_0's rmse: 3.29641 valid_1's rmse: 3.65003 [774] valid_0's rmse: 3.29623 valid_1's rmse: 3.65007 [775] valid_0's rmse: 3.29585 valid_1's rmse: 3.65006 [776] valid_0's rmse: 3.29545 valid_1's rmse: 3.65002 [777] valid_0's rmse: 3.29528 valid_1's rmse: 3.65003 [778] valid_0's rmse: 3.2949 valid_1's rmse: 3.64988 [779] valid_0's rmse: 3.2946 valid_1's rmse: 3.64983 [780] valid_0's rmse: 3.29429 valid_1's rmse: 3.64966 [781] valid_0's rmse: 3.29394 valid_1's rmse: 3.64949 [782] valid_0's rmse: 3.2937 valid_1's rmse: 3.64944 [783] valid_0's rmse: 3.29346 valid_1's rmse: 3.64949 [784] valid_0's rmse: 3.29314 valid_1's rmse: 3.64957 [785] valid_0's rmse: 3.29299 valid_1's rmse: 3.64952 [786] valid_0's rmse: 3.29285 valid_1's rmse: 3.64952 [787] valid_0's rmse: 3.2926 valid_1's rmse: 3.64957 [788] valid_0's rmse: 3.29241 valid_1's rmse: 3.64957 [789] valid_0's rmse: 3.29217 valid_1's rmse: 3.64949 [790] valid_0's rmse: 3.29198 valid_1's rmse: 3.64961 [791] valid_0's rmse: 3.29159 valid_1's rmse: 3.6495 [792] valid_0's rmse: 3.29129 valid_1's rmse: 3.64958 [793] valid_0's rmse: 3.29088 valid_1's rmse: 3.64957 [794] valid_0's rmse: 3.29054 valid_1's rmse: 3.64966 [795] valid_0's rmse: 3.29014 valid_1's rmse: 3.64963 [796] valid_0's rmse: 3.28986 valid_1's rmse: 3.64955 [797] valid_0's rmse: 3.28959 valid_1's rmse: 3.6495 [798] valid_0's rmse: 3.28939 valid_1's rmse: 3.64945 [799] valid_0's rmse: 3.28917 valid_1's rmse: 3.64935 [800] valid_0's rmse: 3.28891 valid_1's rmse: 3.64931 [801] valid_0's rmse: 3.28852 valid_1's rmse: 3.64941 [802] valid_0's rmse: 3.28816 valid_1's rmse: 3.64948 [803] valid_0's rmse: 3.28779 valid_1's rmse: 3.6496 [804] valid_0's rmse: 3.28749 valid_1's rmse: 3.64962 [805] valid_0's rmse: 3.28711 valid_1's rmse: 3.64955 [806] valid_0's rmse: 3.28684 valid_1's rmse: 3.64959 [807] valid_0's rmse: 3.2866 valid_1's rmse: 3.64952 [808] valid_0's rmse: 3.28639 valid_1's rmse: 3.64936 [809] valid_0's rmse: 3.28613 valid_1's rmse: 3.6494 [810] valid_0's rmse: 3.28592 valid_1's rmse: 3.64931 [811] valid_0's rmse: 3.28557 valid_1's rmse: 3.6491 [812] valid_0's rmse: 3.28523 valid_1's rmse: 3.64888 [813] valid_0's rmse: 3.28492 valid_1's rmse: 3.64878 [814] valid_0's rmse: 3.28466 valid_1's rmse: 3.64874 [815] valid_0's rmse: 3.28451 valid_1's rmse: 3.64874 [816] valid_0's rmse: 3.28423 valid_1's rmse: 3.6486 [817] valid_0's rmse: 3.28392 valid_1's rmse: 3.64867 [818] valid_0's rmse: 3.28373 valid_1's rmse: 3.64863 [819] valid_0's rmse: 3.28357 valid_1's rmse: 3.64861 [820] valid_0's rmse: 3.2833 valid_1's rmse: 3.64861 [821] valid_0's rmse: 3.28304 valid_1's rmse: 3.64835 [822] valid_0's rmse: 3.28265 valid_1's rmse: 3.64803 [823] valid_0's rmse: 3.28237 valid_1's rmse: 3.648 [824] valid_0's rmse: 3.28193 valid_1's rmse: 3.64811 [825] valid_0's rmse: 3.28158 valid_1's rmse: 3.64807 [826] valid_0's rmse: 3.28117 valid_1's rmse: 3.64784 [827] valid_0's rmse: 3.28097 valid_1's rmse: 3.64782 [828] valid_0's rmse: 3.28058 valid_1's rmse: 3.64802 [829] valid_0's rmse: 3.28013 valid_1's rmse: 3.6482 [830] valid_0's rmse: 3.2798 valid_1's rmse: 3.64792 [831] valid_0's rmse: 3.27946 valid_1's rmse: 3.64785 [832] valid_0's rmse: 3.27923 valid_1's rmse: 3.64782 [833] valid_0's rmse: 3.27902 valid_1's rmse: 3.64795 [834] valid_0's rmse: 3.27874 valid_1's rmse: 3.64788 [835] valid_0's rmse: 3.27846 valid_1's rmse: 3.64786 [836] valid_0's rmse: 3.27827 valid_1's rmse: 3.64784 [837] valid_0's rmse: 3.27805 valid_1's rmse: 3.64776 [838] valid_0's rmse: 3.27774 valid_1's rmse: 3.64766 [839] valid_0's rmse: 3.27753 valid_1's rmse: 3.64771 [840] valid_0's rmse: 3.27723 valid_1's rmse: 3.64764 [841] valid_0's rmse: 3.27704 valid_1's rmse: 3.64771 [842] valid_0's rmse: 3.27674 valid_1's rmse: 3.64766 [843] valid_0's rmse: 3.27633 valid_1's rmse: 3.64769 [844] valid_0's rmse: 3.27619 valid_1's rmse: 3.6476 [845] valid_0's rmse: 3.27602 valid_1's rmse: 3.64762 [846] valid_0's rmse: 3.27556 valid_1's rmse: 3.64802 [847] valid_0's rmse: 3.27528 valid_1's rmse: 3.648 [848] valid_0's rmse: 3.27505 valid_1's rmse: 3.64796 [849] valid_0's rmse: 3.27472 valid_1's rmse: 3.64806 [850] valid_0's rmse: 3.27432 valid_1's rmse: 3.64797 [851] valid_0's rmse: 3.2739 valid_1's rmse: 3.64806 [852] valid_0's rmse: 3.27372 valid_1's rmse: 3.64808 [853] valid_0's rmse: 3.27351 valid_1's rmse: 3.64809 [854] valid_0's rmse: 3.27321 valid_1's rmse: 3.64808 [855] valid_0's rmse: 3.27309 valid_1's rmse: 3.64809 [856] valid_0's rmse: 3.27274 valid_1's rmse: 3.64811 [857] valid_0's rmse: 3.2725 valid_1's rmse: 3.6481 [858] valid_0's rmse: 3.27228 valid_1's rmse: 3.64798 [859] valid_0's rmse: 3.27197 valid_1's rmse: 3.64805 [860] valid_0's rmse: 3.27167 valid_1's rmse: 3.64806 [861] valid_0's rmse: 3.27138 valid_1's rmse: 3.6481 [862] valid_0's rmse: 3.27099 valid_1's rmse: 3.64813 [863] valid_0's rmse: 3.2707 valid_1's rmse: 3.64801 [864] valid_0's rmse: 3.27038 valid_1's rmse: 3.64812 Early stopping, best iteration is: [844] valid_0's rmse: 3.27619 valid_1's rmse: 3.6476 SCORE: 3.647595595042634 [1] valid_0's rmse: 8.96997 valid_1's rmse: 8.92871 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37325 valid_1's rmse: 8.33323 [3] valid_0's rmse: 7.85286 valid_1's rmse: 7.81431 [4] valid_0's rmse: 7.39388 valid_1's rmse: 7.35625 [5] valid_0's rmse: 6.97828 valid_1's rmse: 6.94184 [6] valid_0's rmse: 6.63686 valid_1's rmse: 6.60151 [7] valid_0's rmse: 6.33706 valid_1's rmse: 6.30299 [8] valid_0's rmse: 6.07191 valid_1's rmse: 6.03878 [9] valid_0's rmse: 5.84502 valid_1's rmse: 5.81336 [10] valid_0's rmse: 5.65467 valid_1's rmse: 5.62385 [11] valid_0's rmse: 5.48295 valid_1's rmse: 5.4528 [12] valid_0's rmse: 5.33186 valid_1's rmse: 5.30211 [13] valid_0's rmse: 5.21319 valid_1's rmse: 5.18433 [14] valid_0's rmse: 5.07206 valid_1's rmse: 5.04454 [15] valid_0's rmse: 4.98105 valid_1's rmse: 4.95478 [16] valid_0's rmse: 4.89736 valid_1's rmse: 4.87222 [17] valid_0's rmse: 4.82245 valid_1's rmse: 4.79815 [18] valid_0's rmse: 4.75324 valid_1's rmse: 4.72972 [19] valid_0's rmse: 4.67927 valid_1's rmse: 4.65783 [20] valid_0's rmse: 4.63119 valid_1's rmse: 4.61124 [21] valid_0's rmse: 4.59167 valid_1's rmse: 4.57311 [22] valid_0's rmse: 4.54698 valid_1's rmse: 4.52873 [23] valid_0's rmse: 4.48263 valid_1's rmse: 4.46505 [24] valid_0's rmse: 4.43698 valid_1's rmse: 4.41935 [25] valid_0's rmse: 4.39353 valid_1's rmse: 4.37705 [26] valid_0's rmse: 4.37081 valid_1's rmse: 4.35708 [27] valid_0's rmse: 4.34744 valid_1's rmse: 4.33364 [28] valid_0's rmse: 4.32547 valid_1's rmse: 4.31298 [29] valid_0's rmse: 4.30069 valid_1's rmse: 4.29052 [30] valid_0's rmse: 4.28119 valid_1's rmse: 4.27163 [31] valid_0's rmse: 4.26196 valid_1's rmse: 4.25339 [32] valid_0's rmse: 4.23017 valid_1's rmse: 4.2216 [33] valid_0's rmse: 4.21578 valid_1's rmse: 4.20883 [34] valid_0's rmse: 4.19207 valid_1's rmse: 4.18517 [35] valid_0's rmse: 4.17765 valid_1's rmse: 4.17108 [36] valid_0's rmse: 4.16275 valid_1's rmse: 4.15667 [37] valid_0's rmse: 4.14422 valid_1's rmse: 4.13892 [38] valid_0's rmse: 4.13195 valid_1's rmse: 4.12769 [39] valid_0's rmse: 4.12328 valid_1's rmse: 4.12037 [40] valid_0's rmse: 4.11048 valid_1's rmse: 4.10863 [41] valid_0's rmse: 4.0873 valid_1's rmse: 4.08562 [42] valid_0's rmse: 4.07487 valid_1's rmse: 4.07463 [43] valid_0's rmse: 4.0674 valid_1's rmse: 4.06977 [44] valid_0's rmse: 4.05974 valid_1's rmse: 4.06289 [45] valid_0's rmse: 4.05387 valid_1's rmse: 4.05839 [46] valid_0's rmse: 4.04806 valid_1's rmse: 4.05382 [47] valid_0's rmse: 4.04298 valid_1's rmse: 4.05052 [48] valid_0's rmse: 4.03614 valid_1's rmse: 4.04495 [49] valid_0's rmse: 4.02549 valid_1's rmse: 4.03508 [50] valid_0's rmse: 4.01909 valid_1's rmse: 4.02963 [51] valid_0's rmse: 4.00631 valid_1's rmse: 4.01765 [52] valid_0's rmse: 3.99692 valid_1's rmse: 4.00985 [53] valid_0's rmse: 3.9909 valid_1's rmse: 4.00584 [54] valid_0's rmse: 3.98598 valid_1's rmse: 4.00305 [55] valid_0's rmse: 3.98095 valid_1's rmse: 3.99978 [56] valid_0's rmse: 3.97464 valid_1's rmse: 3.99341 [57] valid_0's rmse: 3.96989 valid_1's rmse: 3.99033 [58] valid_0's rmse: 3.96456 valid_1's rmse: 3.98585 [59] valid_0's rmse: 3.95553 valid_1's rmse: 3.97722 [60] valid_0's rmse: 3.95091 valid_1's rmse: 3.97324 [61] valid_0's rmse: 3.9473 valid_1's rmse: 3.97079 [62] valid_0's rmse: 3.94272 valid_1's rmse: 3.96689 [63] valid_0's rmse: 3.93929 valid_1's rmse: 3.96442 [64] valid_0's rmse: 3.93268 valid_1's rmse: 3.95836 [65] valid_0's rmse: 3.92835 valid_1's rmse: 3.95696 [66] valid_0's rmse: 3.92109 valid_1's rmse: 3.95041 [67] valid_0's rmse: 3.9175 valid_1's rmse: 3.9472 [68] valid_0's rmse: 3.91083 valid_1's rmse: 3.94079 [69] valid_0's rmse: 3.90282 valid_1's rmse: 3.93335 [70] valid_0's rmse: 3.89876 valid_1's rmse: 3.93201 [71] valid_0's rmse: 3.8918 valid_1's rmse: 3.92536 [72] valid_0's rmse: 3.88441 valid_1's rmse: 3.91926 [73] valid_0's rmse: 3.8812 valid_1's rmse: 3.91774 [74] valid_0's rmse: 3.87494 valid_1's rmse: 3.91185 [75] valid_0's rmse: 3.87059 valid_1's rmse: 3.90839 [76] valid_0's rmse: 3.86567 valid_1's rmse: 3.90381 [77] valid_0's rmse: 3.85894 valid_1's rmse: 3.89727 [78] valid_0's rmse: 3.85507 valid_1's rmse: 3.89409 [79] valid_0's rmse: 3.85268 valid_1's rmse: 3.89252 [80] valid_0's rmse: 3.8487 valid_1's rmse: 3.88935 [81] valid_0's rmse: 3.83992 valid_1's rmse: 3.88081 [82] valid_0's rmse: 3.83685 valid_1's rmse: 3.87885 [83] valid_0's rmse: 3.83377 valid_1's rmse: 3.87618 [84] valid_0's rmse: 3.83171 valid_1's rmse: 3.87508 [85] valid_0's rmse: 3.82714 valid_1's rmse: 3.87082 [86] valid_0's rmse: 3.82448 valid_1's rmse: 3.86847 [87] valid_0's rmse: 3.81989 valid_1's rmse: 3.86451 [88] valid_0's rmse: 3.81463 valid_1's rmse: 3.85951 [89] valid_0's rmse: 3.81083 valid_1's rmse: 3.85601 [90] valid_0's rmse: 3.80786 valid_1's rmse: 3.85482 [91] valid_0's rmse: 3.8052 valid_1's rmse: 3.8538 [92] valid_0's rmse: 3.80142 valid_1's rmse: 3.85049 [93] valid_0's rmse: 3.79683 valid_1's rmse: 3.84646 [94] valid_0's rmse: 3.7948 valid_1's rmse: 3.8456 [95] valid_0's rmse: 3.79161 valid_1's rmse: 3.84322 [96] valid_0's rmse: 3.7891 valid_1's rmse: 3.84166 [97] valid_0's rmse: 3.78684 valid_1's rmse: 3.84035 [98] valid_0's rmse: 3.78163 valid_1's rmse: 3.83582 [99] valid_0's rmse: 3.77786 valid_1's rmse: 3.8323 [100] valid_0's rmse: 3.77537 valid_1's rmse: 3.83076 [101] valid_0's rmse: 3.77261 valid_1's rmse: 3.82882 [102] valid_0's rmse: 3.76983 valid_1's rmse: 3.82711 [103] valid_0's rmse: 3.76661 valid_1's rmse: 3.82434 [104] valid_0's rmse: 3.76418 valid_1's rmse: 3.82329 [105] valid_0's rmse: 3.76141 valid_1's rmse: 3.82133 [106] valid_0's rmse: 3.75889 valid_1's rmse: 3.81975 [107] valid_0's rmse: 3.75651 valid_1's rmse: 3.81791 [108] valid_0's rmse: 3.75202 valid_1's rmse: 3.81391 [109] valid_0's rmse: 3.74982 valid_1's rmse: 3.81305 [110] valid_0's rmse: 3.74777 valid_1's rmse: 3.81314 [111] valid_0's rmse: 3.7464 valid_1's rmse: 3.81284 [112] valid_0's rmse: 3.74316 valid_1's rmse: 3.80994 [113] valid_0's rmse: 3.74157 valid_1's rmse: 3.80895 [114] valid_0's rmse: 3.73839 valid_1's rmse: 3.80607 [115] valid_0's rmse: 3.73624 valid_1's rmse: 3.80497 [116] valid_0's rmse: 3.73441 valid_1's rmse: 3.80397 [117] valid_0's rmse: 3.73239 valid_1's rmse: 3.8029 [118] valid_0's rmse: 3.72986 valid_1's rmse: 3.80213 [119] valid_0's rmse: 3.72771 valid_1's rmse: 3.80029 [120] valid_0's rmse: 3.72489 valid_1's rmse: 3.80013 [121] valid_0's rmse: 3.72184 valid_1's rmse: 3.79999 [122] valid_0's rmse: 3.71929 valid_1's rmse: 3.79856 [123] valid_0's rmse: 3.71698 valid_1's rmse: 3.79631 [124] valid_0's rmse: 3.71508 valid_1's rmse: 3.79553 [125] valid_0's rmse: 3.71263 valid_1's rmse: 3.79351 [126] valid_0's rmse: 3.71089 valid_1's rmse: 3.79211 [127] valid_0's rmse: 3.70844 valid_1's rmse: 3.79132 [128] valid_0's rmse: 3.70531 valid_1's rmse: 3.78871 [129] valid_0's rmse: 3.70378 valid_1's rmse: 3.78839 [130] valid_0's rmse: 3.70184 valid_1's rmse: 3.78818 [131] valid_0's rmse: 3.6992 valid_1's rmse: 3.78606 [132] valid_0's rmse: 3.69684 valid_1's rmse: 3.78548 [133] valid_0's rmse: 3.69446 valid_1's rmse: 3.78384 [134] valid_0's rmse: 3.69314 valid_1's rmse: 3.78288 [135] valid_0's rmse: 3.69152 valid_1's rmse: 3.78231 [136] valid_0's rmse: 3.69008 valid_1's rmse: 3.78146 [137] valid_0's rmse: 3.68859 valid_1's rmse: 3.78133 [138] valid_0's rmse: 3.68656 valid_1's rmse: 3.77954 [139] valid_0's rmse: 3.68532 valid_1's rmse: 3.779 [140] valid_0's rmse: 3.68321 valid_1's rmse: 3.7781 [141] valid_0's rmse: 3.68207 valid_1's rmse: 3.77782 [142] valid_0's rmse: 3.68079 valid_1's rmse: 3.77741 [143] valid_0's rmse: 3.67948 valid_1's rmse: 3.77695 [144] valid_0's rmse: 3.67817 valid_1's rmse: 3.77634 [145] valid_0's rmse: 3.67635 valid_1's rmse: 3.77478 [146] valid_0's rmse: 3.67454 valid_1's rmse: 3.77337 [147] valid_0's rmse: 3.67215 valid_1's rmse: 3.77288 [148] valid_0's rmse: 3.67092 valid_1's rmse: 3.77252 [149] valid_0's rmse: 3.66929 valid_1's rmse: 3.77227 [150] valid_0's rmse: 3.66832 valid_1's rmse: 3.77143 [151] valid_0's rmse: 3.6673 valid_1's rmse: 3.77076 [152] valid_0's rmse: 3.66513 valid_1's rmse: 3.76986 [153] valid_0's rmse: 3.66325 valid_1's rmse: 3.76914 [154] valid_0's rmse: 3.66125 valid_1's rmse: 3.76745 [155] valid_0's rmse: 3.65971 valid_1's rmse: 3.76746 [156] valid_0's rmse: 3.65759 valid_1's rmse: 3.76579 [157] valid_0's rmse: 3.65489 valid_1's rmse: 3.7637 [158] valid_0's rmse: 3.65391 valid_1's rmse: 3.76354 [159] valid_0's rmse: 3.65223 valid_1's rmse: 3.76238 [160] valid_0's rmse: 3.65111 valid_1's rmse: 3.76188 [161] valid_0's rmse: 3.64965 valid_1's rmse: 3.76126 [162] valid_0's rmse: 3.64718 valid_1's rmse: 3.76206 [163] valid_0's rmse: 3.64526 valid_1's rmse: 3.76212 [164] valid_0's rmse: 3.64311 valid_1's rmse: 3.76047 [165] valid_0's rmse: 3.64082 valid_1's rmse: 3.75911 [166] valid_0's rmse: 3.63962 valid_1's rmse: 3.75879 [167] valid_0's rmse: 3.63749 valid_1's rmse: 3.75782 [168] valid_0's rmse: 3.63621 valid_1's rmse: 3.75725 [169] valid_0's rmse: 3.6346 valid_1's rmse: 3.75654 [170] valid_0's rmse: 3.63351 valid_1's rmse: 3.75611 [171] valid_0's rmse: 3.63183 valid_1's rmse: 3.75483 [172] valid_0's rmse: 3.63006 valid_1's rmse: 3.75352 [173] valid_0's rmse: 3.6287 valid_1's rmse: 3.75247 [174] valid_0's rmse: 3.62681 valid_1's rmse: 3.75229 [175] valid_0's rmse: 3.62497 valid_1's rmse: 3.75221 [176] valid_0's rmse: 3.62177 valid_1's rmse: 3.74963 [177] valid_0's rmse: 3.62022 valid_1's rmse: 3.74842 [178] valid_0's rmse: 3.61923 valid_1's rmse: 3.74806 [179] valid_0's rmse: 3.61742 valid_1's rmse: 3.7469 [180] valid_0's rmse: 3.61637 valid_1's rmse: 3.74678 [181] valid_0's rmse: 3.61505 valid_1's rmse: 3.7459 [182] valid_0's rmse: 3.61359 valid_1's rmse: 3.74459 [183] valid_0's rmse: 3.61263 valid_1's rmse: 3.74433 [184] valid_0's rmse: 3.61122 valid_1's rmse: 3.74445 [185] valid_0's rmse: 3.61049 valid_1's rmse: 3.74406 [186] valid_0's rmse: 3.60838 valid_1's rmse: 3.74224 [187] valid_0's rmse: 3.6069 valid_1's rmse: 3.74135 [188] valid_0's rmse: 3.60542 valid_1's rmse: 3.74013 [189] valid_0's rmse: 3.60469 valid_1's rmse: 3.73988 [190] valid_0's rmse: 3.60322 valid_1's rmse: 3.73887 [191] valid_0's rmse: 3.60189 valid_1's rmse: 3.73796 [192] valid_0's rmse: 3.60092 valid_1's rmse: 3.73757 [193] valid_0's rmse: 3.59977 valid_1's rmse: 3.73662 [194] valid_0's rmse: 3.59847 valid_1's rmse: 3.73587 [195] valid_0's rmse: 3.59758 valid_1's rmse: 3.73552 [196] valid_0's rmse: 3.59637 valid_1's rmse: 3.73519 [197] valid_0's rmse: 3.59522 valid_1's rmse: 3.73482 [198] valid_0's rmse: 3.59463 valid_1's rmse: 3.73499 [199] valid_0's rmse: 3.59306 valid_1's rmse: 3.73466 [200] valid_0's rmse: 3.59183 valid_1's rmse: 3.73402 [201] valid_0's rmse: 3.59073 valid_1's rmse: 3.73411 [202] valid_0's rmse: 3.58989 valid_1's rmse: 3.73356 [203] valid_0's rmse: 3.58931 valid_1's rmse: 3.73354 [204] valid_0's rmse: 3.58837 valid_1's rmse: 3.73297 [205] valid_0's rmse: 3.5871 valid_1's rmse: 3.73199 [206] valid_0's rmse: 3.58611 valid_1's rmse: 3.73183 [207] valid_0's rmse: 3.58512 valid_1's rmse: 3.73107 [208] valid_0's rmse: 3.584 valid_1's rmse: 3.73106 [209] valid_0's rmse: 3.58326 valid_1's rmse: 3.7309 [210] valid_0's rmse: 3.58201 valid_1's rmse: 3.73026 [211] valid_0's rmse: 3.5808 valid_1's rmse: 3.72977 [212] valid_0's rmse: 3.57956 valid_1's rmse: 3.72933 [213] valid_0's rmse: 3.57878 valid_1's rmse: 3.72875 [214] valid_0's rmse: 3.5779 valid_1's rmse: 3.7282 [215] valid_0's rmse: 3.5767 valid_1's rmse: 3.72732 [216] valid_0's rmse: 3.57599 valid_1's rmse: 3.72726 [217] valid_0's rmse: 3.57527 valid_1's rmse: 3.7269 [218] valid_0's rmse: 3.57426 valid_1's rmse: 3.72634 [219] valid_0's rmse: 3.57347 valid_1's rmse: 3.72645 [220] valid_0's rmse: 3.57249 valid_1's rmse: 3.72654 [221] valid_0's rmse: 3.57134 valid_1's rmse: 3.72591 [222] valid_0's rmse: 3.56985 valid_1's rmse: 3.72562 [223] valid_0's rmse: 3.56908 valid_1's rmse: 3.72548 [224] valid_0's rmse: 3.56854 valid_1's rmse: 3.72534 [225] valid_0's rmse: 3.56663 valid_1's rmse: 3.72381 [226] valid_0's rmse: 3.56541 valid_1's rmse: 3.7232 [227] valid_0's rmse: 3.56463 valid_1's rmse: 3.723 [228] valid_0's rmse: 3.56374 valid_1's rmse: 3.72266 [229] valid_0's rmse: 3.56241 valid_1's rmse: 3.7227 [230] valid_0's rmse: 3.56152 valid_1's rmse: 3.72197 [231] valid_0's rmse: 3.56049 valid_1's rmse: 3.72139 [232] valid_0's rmse: 3.55993 valid_1's rmse: 3.72136 [233] valid_0's rmse: 3.5588 valid_1's rmse: 3.72082 [234] valid_0's rmse: 3.55819 valid_1's rmse: 3.72062 [235] valid_0's rmse: 3.55764 valid_1's rmse: 3.72075 [236] valid_0's rmse: 3.55722 valid_1's rmse: 3.72082 [237] valid_0's rmse: 3.55631 valid_1's rmse: 3.72044 [238] valid_0's rmse: 3.55563 valid_1's rmse: 3.72005 [239] valid_0's rmse: 3.55462 valid_1's rmse: 3.72028 [240] valid_0's rmse: 3.55368 valid_1's rmse: 3.72027 [241] valid_0's rmse: 3.55243 valid_1's rmse: 3.72033 [242] valid_0's rmse: 3.55135 valid_1's rmse: 3.72047 [243] valid_0's rmse: 3.55022 valid_1's rmse: 3.71994 [244] valid_0's rmse: 3.54971 valid_1's rmse: 3.7198 [245] valid_0's rmse: 3.54855 valid_1's rmse: 3.71986 [246] valid_0's rmse: 3.5474 valid_1's rmse: 3.71914 [247] valid_0's rmse: 3.5465 valid_1's rmse: 3.71855 [248] valid_0's rmse: 3.5456 valid_1's rmse: 3.71829 [249] valid_0's rmse: 3.54477 valid_1's rmse: 3.71807 [250] valid_0's rmse: 3.54363 valid_1's rmse: 3.71825 [251] valid_0's rmse: 3.54294 valid_1's rmse: 3.71773 [252] valid_0's rmse: 3.54155 valid_1's rmse: 3.71694 [253] valid_0's rmse: 3.54025 valid_1's rmse: 3.717 [254] valid_0's rmse: 3.53901 valid_1's rmse: 3.71717 [255] valid_0's rmse: 3.5377 valid_1's rmse: 3.7164 [256] valid_0's rmse: 3.53672 valid_1's rmse: 3.71603 [257] valid_0's rmse: 3.5361 valid_1's rmse: 3.71597 [258] valid_0's rmse: 3.53534 valid_1's rmse: 3.71602 [259] valid_0's rmse: 3.53451 valid_1's rmse: 3.71616 [260] valid_0's rmse: 3.53313 valid_1's rmse: 3.71498 [261] valid_0's rmse: 3.53229 valid_1's rmse: 3.7149 [262] valid_0's rmse: 3.53155 valid_1's rmse: 3.71466 [263] valid_0's rmse: 3.53063 valid_1's rmse: 3.71417 [264] valid_0's rmse: 3.52965 valid_1's rmse: 3.71377 [265] valid_0's rmse: 3.52827 valid_1's rmse: 3.71257 [266] valid_0's rmse: 3.52749 valid_1's rmse: 3.71225 [267] valid_0's rmse: 3.52674 valid_1's rmse: 3.71199 [268] valid_0's rmse: 3.52559 valid_1's rmse: 3.71143 [269] valid_0's rmse: 3.52435 valid_1's rmse: 3.71071 [270] valid_0's rmse: 3.52339 valid_1's rmse: 3.71054 [271] valid_0's rmse: 3.52289 valid_1's rmse: 3.71017 [272] valid_0's rmse: 3.52252 valid_1's rmse: 3.71007 [273] valid_0's rmse: 3.52148 valid_1's rmse: 3.70973 [274] valid_0's rmse: 3.52075 valid_1's rmse: 3.70933 [275] valid_0's rmse: 3.52023 valid_1's rmse: 3.70934 [276] valid_0's rmse: 3.51957 valid_1's rmse: 3.70952 [277] valid_0's rmse: 3.51876 valid_1's rmse: 3.70927 [278] valid_0's rmse: 3.51803 valid_1's rmse: 3.70906 [279] valid_0's rmse: 3.5171 valid_1's rmse: 3.70909 [280] valid_0's rmse: 3.51603 valid_1's rmse: 3.70828 [281] valid_0's rmse: 3.51516 valid_1's rmse: 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valid_0's rmse: 3.36058 valid_1's rmse: 3.66446 [524] valid_0's rmse: 3.36025 valid_1's rmse: 3.66446 [525] valid_0's rmse: 3.35987 valid_1's rmse: 3.66437 [526] valid_0's rmse: 3.35944 valid_1's rmse: 3.6645 [527] valid_0's rmse: 3.35893 valid_1's rmse: 3.66481 [528] valid_0's rmse: 3.35849 valid_1's rmse: 3.66472 [529] valid_0's rmse: 3.35792 valid_1's rmse: 3.66456 [530] valid_0's rmse: 3.35744 valid_1's rmse: 3.66468 [531] valid_0's rmse: 3.35695 valid_1's rmse: 3.66463 [532] valid_0's rmse: 3.35669 valid_1's rmse: 3.6646 [533] valid_0's rmse: 3.35622 valid_1's rmse: 3.66453 [534] valid_0's rmse: 3.35556 valid_1's rmse: 3.66414 [535] valid_0's rmse: 3.35506 valid_1's rmse: 3.66395 [536] valid_0's rmse: 3.35447 valid_1's rmse: 3.66377 [537] valid_0's rmse: 3.35399 valid_1's rmse: 3.6635 [538] valid_0's rmse: 3.35353 valid_1's rmse: 3.66344 [539] valid_0's rmse: 3.35319 valid_1's rmse: 3.66338 [540] valid_0's rmse: 3.35274 valid_1's rmse: 3.66344 [541] valid_0's rmse: 3.35223 valid_1's rmse: 3.66335 [542] valid_0's rmse: 3.35171 valid_1's rmse: 3.66339 [543] valid_0's rmse: 3.35158 valid_1's rmse: 3.66341 [544] valid_0's rmse: 3.35115 valid_1's rmse: 3.66316 [545] valid_0's rmse: 3.35066 valid_1's rmse: 3.66318 [546] valid_0's rmse: 3.35028 valid_1's rmse: 3.66325 [547] valid_0's rmse: 3.34981 valid_1's rmse: 3.66312 [548] valid_0's rmse: 3.34943 valid_1's rmse: 3.66295 [549] valid_0's rmse: 3.34896 valid_1's rmse: 3.66282 [550] valid_0's rmse: 3.34822 valid_1's rmse: 3.66278 [551] valid_0's rmse: 3.34766 valid_1's rmse: 3.66253 [552] valid_0's rmse: 3.34754 valid_1's rmse: 3.66253 [553] valid_0's rmse: 3.34676 valid_1's rmse: 3.66224 [554] valid_0's rmse: 3.34617 valid_1's rmse: 3.66213 [555] valid_0's rmse: 3.34563 valid_1's rmse: 3.66194 [556] valid_0's rmse: 3.3452 valid_1's rmse: 3.66172 [557] valid_0's rmse: 3.34483 valid_1's rmse: 3.6618 [558] valid_0's rmse: 3.34419 valid_1's rmse: 3.66148 [559] valid_0's rmse: 3.34365 valid_1's rmse: 3.66194 [560] valid_0's rmse: 3.34311 valid_1's rmse: 3.66182 [561] valid_0's rmse: 3.34256 valid_1's rmse: 3.66182 [562] valid_0's rmse: 3.34209 valid_1's rmse: 3.66193 [563] valid_0's rmse: 3.34174 valid_1's rmse: 3.66181 [564] valid_0's rmse: 3.34131 valid_1's rmse: 3.66194 [565] valid_0's rmse: 3.34083 valid_1's rmse: 3.66195 [566] valid_0's rmse: 3.34047 valid_1's rmse: 3.66194 [567] valid_0's rmse: 3.34 valid_1's rmse: 3.66181 [568] valid_0's rmse: 3.3396 valid_1's rmse: 3.66172 [569] valid_0's rmse: 3.33923 valid_1's rmse: 3.66161 [570] valid_0's rmse: 3.33871 valid_1's rmse: 3.66165 [571] valid_0's rmse: 3.3382 valid_1's rmse: 3.66158 [572] valid_0's rmse: 3.33776 valid_1's rmse: 3.66126 [573] valid_0's rmse: 3.3372 valid_1's rmse: 3.66147 [574] valid_0's rmse: 3.33675 valid_1's rmse: 3.66136 [575] valid_0's rmse: 3.33634 valid_1's rmse: 3.66156 [576] valid_0's rmse: 3.33571 valid_1's rmse: 3.66161 [577] valid_0's rmse: 3.3354 valid_1's rmse: 3.66146 [578] valid_0's rmse: 3.33496 valid_1's rmse: 3.66148 [579] valid_0's rmse: 3.33464 valid_1's rmse: 3.66138 [580] valid_0's rmse: 3.33414 valid_1's rmse: 3.6613 [581] valid_0's rmse: 3.3337 valid_1's rmse: 3.66149 [582] valid_0's rmse: 3.33328 valid_1's rmse: 3.66135 [583] valid_0's rmse: 3.33295 valid_1's rmse: 3.66125 [584] valid_0's rmse: 3.33255 valid_1's rmse: 3.66142 [585] valid_0's rmse: 3.33222 valid_1's rmse: 3.66135 [586] valid_0's rmse: 3.33198 valid_1's rmse: 3.66133 [587] valid_0's rmse: 3.33158 valid_1's rmse: 3.6612 [588] valid_0's rmse: 3.33114 valid_1's rmse: 3.66117 [589] valid_0's rmse: 3.33078 valid_1's rmse: 3.66133 [590] valid_0's rmse: 3.3305 valid_1's rmse: 3.66133 [591] valid_0's rmse: 3.33007 valid_1's rmse: 3.66121 [592] valid_0's rmse: 3.32985 valid_1's rmse: 3.66113 [593] valid_0's rmse: 3.32933 valid_1's rmse: 3.66102 [594] valid_0's rmse: 3.32882 valid_1's rmse: 3.66091 [595] valid_0's rmse: 3.32856 valid_1's rmse: 3.66092 [596] valid_0's rmse: 3.32819 valid_1's rmse: 3.66102 [597] valid_0's rmse: 3.3277 valid_1's rmse: 3.66101 [598] valid_0's rmse: 3.32745 valid_1's rmse: 3.66101 [599] valid_0's rmse: 3.32682 valid_1's rmse: 3.66064 [600] valid_0's rmse: 3.32626 valid_1's rmse: 3.66043 [601] valid_0's rmse: 3.32589 valid_1's rmse: 3.66038 [602] valid_0's rmse: 3.32555 valid_1's rmse: 3.6602 [603] valid_0's rmse: 3.3251 valid_1's rmse: 3.6599 [604] valid_0's rmse: 3.32486 valid_1's rmse: 3.66005 [605] valid_0's rmse: 3.32449 valid_1's rmse: 3.66002 [606] valid_0's rmse: 3.32416 valid_1's rmse: 3.65989 [607] valid_0's rmse: 3.32403 valid_1's rmse: 3.65987 [608] valid_0's rmse: 3.32359 valid_1's rmse: 3.65977 [609] valid_0's rmse: 3.32325 valid_1's rmse: 3.65975 [610] valid_0's rmse: 3.3229 valid_1's rmse: 3.65962 [611] valid_0's rmse: 3.32236 valid_1's rmse: 3.65944 [612] valid_0's rmse: 3.32189 valid_1's rmse: 3.65939 [613] valid_0's rmse: 3.32146 valid_1's rmse: 3.65929 [614] valid_0's rmse: 3.32124 valid_1's rmse: 3.65943 [615] valid_0's rmse: 3.32101 valid_1's rmse: 3.65936 [616] valid_0's rmse: 3.32087 valid_1's rmse: 3.6593 [617] valid_0's rmse: 3.32047 valid_1's rmse: 3.65931 [618] valid_0's rmse: 3.32028 valid_1's rmse: 3.65931 [619] valid_0's rmse: 3.31989 valid_1's rmse: 3.65919 [620] valid_0's rmse: 3.31948 valid_1's rmse: 3.65933 [621] valid_0's rmse: 3.31893 valid_1's rmse: 3.65935 [622] valid_0's rmse: 3.31853 valid_1's rmse: 3.65921 [623] valid_0's rmse: 3.31805 valid_1's rmse: 3.65905 [624] valid_0's rmse: 3.31775 valid_1's rmse: 3.65893 [625] valid_0's rmse: 3.31707 valid_1's rmse: 3.65846 [626] valid_0's rmse: 3.3168 valid_1's rmse: 3.65846 [627] valid_0's rmse: 3.31643 valid_1's rmse: 3.65831 [628] valid_0's rmse: 3.31585 valid_1's rmse: 3.65795 [629] valid_0's rmse: 3.31542 valid_1's rmse: 3.65768 [630] valid_0's rmse: 3.31502 valid_1's rmse: 3.65765 [631] valid_0's rmse: 3.31459 valid_1's rmse: 3.65763 [632] valid_0's rmse: 3.31428 valid_1's rmse: 3.65756 [633] valid_0's rmse: 3.31365 valid_1's rmse: 3.65727 [634] valid_0's rmse: 3.31324 valid_1's rmse: 3.65705 [635] valid_0's rmse: 3.31278 valid_1's rmse: 3.65692 [636] valid_0's rmse: 3.31244 valid_1's rmse: 3.65683 [637] valid_0's rmse: 3.31201 valid_1's rmse: 3.6567 [638] valid_0's rmse: 3.31165 valid_1's rmse: 3.65663 [639] valid_0's rmse: 3.31137 valid_1's rmse: 3.65656 [640] valid_0's rmse: 3.31083 valid_1's rmse: 3.6565 [641] valid_0's rmse: 3.3104 valid_1's rmse: 3.65637 [642] valid_0's rmse: 3.3099 valid_1's rmse: 3.65612 [643] valid_0's rmse: 3.30948 valid_1's rmse: 3.65589 [644] valid_0's rmse: 3.30902 valid_1's rmse: 3.65593 [645] valid_0's rmse: 3.30865 valid_1's rmse: 3.65573 [646] valid_0's rmse: 3.30811 valid_1's rmse: 3.65556 [647] valid_0's rmse: 3.30774 valid_1's rmse: 3.65549 [648] valid_0's rmse: 3.30744 valid_1's rmse: 3.6555 [649] valid_0's rmse: 3.3069 valid_1's rmse: 3.65529 [650] valid_0's rmse: 3.30641 valid_1's rmse: 3.65507 [651] valid_0's rmse: 3.30596 valid_1's rmse: 3.65489 [652] valid_0's rmse: 3.30566 valid_1's rmse: 3.65487 [653] valid_0's rmse: 3.30522 valid_1's rmse: 3.6549 [654] valid_0's rmse: 3.30474 valid_1's rmse: 3.65479 [655] valid_0's rmse: 3.30431 valid_1's rmse: 3.65456 [656] valid_0's rmse: 3.30397 valid_1's rmse: 3.65456 [657] valid_0's rmse: 3.30372 valid_1's rmse: 3.65445 [658] valid_0's rmse: 3.30325 valid_1's rmse: 3.65457 [659] valid_0's rmse: 3.3029 valid_1's rmse: 3.6544 [660] valid_0's rmse: 3.30252 valid_1's rmse: 3.65443 [661] valid_0's rmse: 3.30205 valid_1's rmse: 3.65443 [662] valid_0's rmse: 3.30173 valid_1's rmse: 3.65429 [663] valid_0's rmse: 3.30136 valid_1's rmse: 3.6543 [664] valid_0's rmse: 3.30086 valid_1's rmse: 3.65433 [665] valid_0's rmse: 3.30052 valid_1's rmse: 3.65433 [666] valid_0's rmse: 3.30016 valid_1's rmse: 3.65436 [667] valid_0's rmse: 3.2997 valid_1's rmse: 3.65443 [668] valid_0's rmse: 3.29924 valid_1's rmse: 3.65445 [669] valid_0's rmse: 3.29875 valid_1's rmse: 3.65441 [670] valid_0's rmse: 3.29834 valid_1's rmse: 3.65423 [671] valid_0's rmse: 3.29787 valid_1's rmse: 3.65403 [672] valid_0's rmse: 3.29759 valid_1's rmse: 3.654 [673] valid_0's rmse: 3.29724 valid_1's rmse: 3.65405 [674] valid_0's rmse: 3.29692 valid_1's rmse: 3.65401 [675] valid_0's rmse: 3.29665 valid_1's rmse: 3.65399 [676] valid_0's rmse: 3.29627 valid_1's rmse: 3.65397 [677] valid_0's rmse: 3.2959 valid_1's rmse: 3.65386 [678] valid_0's rmse: 3.29549 valid_1's rmse: 3.65387 [679] valid_0's rmse: 3.29511 valid_1's rmse: 3.65379 [680] valid_0's rmse: 3.29474 valid_1's rmse: 3.65375 [681] valid_0's rmse: 3.29429 valid_1's rmse: 3.65352 [682] valid_0's rmse: 3.29386 valid_1's rmse: 3.65344 [683] valid_0's rmse: 3.29359 valid_1's rmse: 3.65324 [684] valid_0's rmse: 3.29321 valid_1's rmse: 3.65303 [685] valid_0's rmse: 3.29288 valid_1's rmse: 3.653 [686] valid_0's rmse: 3.29246 valid_1's rmse: 3.65278 [687] valid_0's rmse: 3.29214 valid_1's rmse: 3.65265 [688] valid_0's rmse: 3.29177 valid_1's rmse: 3.65254 [689] valid_0's rmse: 3.29146 valid_1's rmse: 3.65249 [690] valid_0's rmse: 3.2912 valid_1's rmse: 3.65251 [691] valid_0's rmse: 3.29091 valid_1's rmse: 3.65244 [692] valid_0's rmse: 3.29059 valid_1's rmse: 3.65239 [693] valid_0's rmse: 3.29018 valid_1's rmse: 3.65245 [694] valid_0's rmse: 3.28996 valid_1's rmse: 3.65242 [695] valid_0's rmse: 3.28961 valid_1's rmse: 3.65247 [696] valid_0's rmse: 3.28913 valid_1's rmse: 3.65235 [697] valid_0's rmse: 3.28874 valid_1's rmse: 3.65236 [698] valid_0's rmse: 3.28847 valid_1's rmse: 3.65226 [699] valid_0's rmse: 3.28804 valid_1's rmse: 3.65212 [700] valid_0's rmse: 3.28758 valid_1's rmse: 3.65212 [701] valid_0's rmse: 3.28729 valid_1's rmse: 3.652 [702] valid_0's rmse: 3.28692 valid_1's rmse: 3.65224 [703] valid_0's rmse: 3.2864 valid_1's rmse: 3.65203 [704] valid_0's rmse: 3.28598 valid_1's rmse: 3.65195 [705] valid_0's rmse: 3.28559 valid_1's rmse: 3.65203 [706] valid_0's rmse: 3.28529 valid_1's rmse: 3.65197 [707] valid_0's rmse: 3.2847 valid_1's rmse: 3.65164 [708] valid_0's rmse: 3.28436 valid_1's rmse: 3.65152 [709] valid_0's rmse: 3.28404 valid_1's rmse: 3.65154 [710] valid_0's rmse: 3.28377 valid_1's rmse: 3.65152 [711] valid_0's rmse: 3.28351 valid_1's rmse: 3.65143 [712] valid_0's rmse: 3.2831 valid_1's rmse: 3.6514 [713] valid_0's rmse: 3.28263 valid_1's rmse: 3.65121 [714] valid_0's rmse: 3.28231 valid_1's rmse: 3.65116 [715] valid_0's rmse: 3.28181 valid_1's rmse: 3.65084 [716] valid_0's rmse: 3.28144 valid_1's rmse: 3.65089 [717] valid_0's rmse: 3.28111 valid_1's rmse: 3.65092 [718] valid_0's rmse: 3.28068 valid_1's rmse: 3.65086 [719] valid_0's rmse: 3.28019 valid_1's rmse: 3.65087 [720] valid_0's rmse: 3.2798 valid_1's rmse: 3.65116 [721] valid_0's rmse: 3.27947 valid_1's rmse: 3.65105 [722] valid_0's rmse: 3.27912 valid_1's rmse: 3.65121 [723] valid_0's rmse: 3.27876 valid_1's rmse: 3.65123 [724] valid_0's rmse: 3.27834 valid_1's rmse: 3.65117 [725] valid_0's rmse: 3.27799 valid_1's rmse: 3.65112 [726] valid_0's rmse: 3.27762 valid_1's rmse: 3.65112 [727] valid_0's rmse: 3.27731 valid_1's rmse: 3.65102 [728] valid_0's rmse: 3.27698 valid_1's rmse: 3.65102 [729] valid_0's rmse: 3.27652 valid_1's rmse: 3.65151 [730] valid_0's rmse: 3.27633 valid_1's rmse: 3.65152 [731] valid_0's rmse: 3.27589 valid_1's rmse: 3.65144 [732] valid_0's rmse: 3.27552 valid_1's rmse: 3.65166 [733] valid_0's rmse: 3.27514 valid_1's rmse: 3.65175 [734] valid_0's rmse: 3.27475 valid_1's rmse: 3.65175 [735] valid_0's rmse: 3.27427 valid_1's rmse: 3.65199 Early stopping, best iteration is: [715] valid_0's rmse: 3.28181 valid_1's rmse: 3.65084 SCORE: 3.650837090574974 [1] valid_0's rmse: 8.96765 valid_1's rmse: 8.92659 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38778 valid_1's rmse: 8.3476 [3] valid_0's rmse: 7.86084 valid_1's rmse: 7.82216 [4] valid_0's rmse: 7.40496 valid_1's rmse: 7.36848 [5] valid_0's rmse: 7.00869 valid_1's rmse: 6.97295 [6] valid_0's rmse: 6.66514 valid_1's rmse: 6.63113 [7] valid_0's rmse: 6.37931 valid_1's rmse: 6.3474 [8] valid_0's rmse: 6.12118 valid_1's rmse: 6.08925 [9] valid_0's rmse: 5.886 valid_1's rmse: 5.85472 [10] valid_0's rmse: 5.68304 valid_1's rmse: 5.65199 [11] valid_0's rmse: 5.51245 valid_1's rmse: 5.4822 [12] valid_0's rmse: 5.35761 valid_1's rmse: 5.32835 [13] valid_0's rmse: 5.22975 valid_1's rmse: 5.20116 [14] valid_0's rmse: 5.10417 valid_1's rmse: 5.07671 [15] valid_0's rmse: 5.00049 valid_1's rmse: 4.97361 [16] valid_0's rmse: 4.88904 valid_1's rmse: 4.86253 [17] valid_0's rmse: 4.81941 valid_1's rmse: 4.79295 [18] valid_0's rmse: 4.73359 valid_1's rmse: 4.70794 [19] valid_0's rmse: 4.67185 valid_1's rmse: 4.6473 [20] valid_0's rmse: 4.61604 valid_1's rmse: 4.59138 [21] valid_0's rmse: 4.56778 valid_1's rmse: 4.54445 [22] valid_0's rmse: 4.52506 valid_1's rmse: 4.50232 [23] valid_0's rmse: 4.49386 valid_1's rmse: 4.47245 [24] valid_0's rmse: 4.46275 valid_1's rmse: 4.44267 [25] valid_0's rmse: 4.42643 valid_1's rmse: 4.40671 [26] valid_0's rmse: 4.38777 valid_1's rmse: 4.36864 [27] valid_0's rmse: 4.35821 valid_1's rmse: 4.33969 [28] valid_0's rmse: 4.32457 valid_1's rmse: 4.30669 [29] valid_0's rmse: 4.29848 valid_1's rmse: 4.28045 [30] valid_0's rmse: 4.27913 valid_1's rmse: 4.262 [31] valid_0's rmse: 4.25391 valid_1's rmse: 4.23775 [32] valid_0's rmse: 4.23065 valid_1's rmse: 4.21456 [33] valid_0's rmse: 4.22045 valid_1's rmse: 4.20563 [34] valid_0's rmse: 4.19728 valid_1's rmse: 4.18294 [35] valid_0's rmse: 4.17697 valid_1's rmse: 4.16364 [36] valid_0's rmse: 4.17029 valid_1's rmse: 4.15747 [37] valid_0's rmse: 4.15996 valid_1's rmse: 4.14746 [38] valid_0's rmse: 4.14533 valid_1's rmse: 4.13472 [39] valid_0's rmse: 4.13539 valid_1's rmse: 4.12564 [40] valid_0's rmse: 4.1288 valid_1's rmse: 4.11969 [41] valid_0's rmse: 4.12291 valid_1's rmse: 4.11538 [42] valid_0's rmse: 4.10944 valid_1's rmse: 4.1027 [43] valid_0's rmse: 4.09889 valid_1's rmse: 4.09308 [44] valid_0's rmse: 4.09222 valid_1's rmse: 4.08759 [45] valid_0's rmse: 4.08068 valid_1's rmse: 4.078 [46] valid_0's rmse: 4.077 valid_1's rmse: 4.07469 [47] valid_0's rmse: 4.06896 valid_1's rmse: 4.067 [48] valid_0's rmse: 4.0561 valid_1's rmse: 4.0545 [49] valid_0's rmse: 4.05293 valid_1's rmse: 4.0526 [50] valid_0's rmse: 4.04578 valid_1's rmse: 4.04757 [51] valid_0's rmse: 4.03912 valid_1's rmse: 4.04134 [52] valid_0's rmse: 4.03169 valid_1's rmse: 4.0347 [53] valid_0's rmse: 4.02129 valid_1's rmse: 4.02537 [54] valid_0's rmse: 4.01038 valid_1's rmse: 4.01464 [55] valid_0's rmse: 3.99872 valid_1's rmse: 4.00309 [56] valid_0's rmse: 3.98718 valid_1's rmse: 3.9927 [57] valid_0's rmse: 3.98448 valid_1's rmse: 3.99136 [58] valid_0's rmse: 3.98015 valid_1's rmse: 3.98795 [59] valid_0's rmse: 3.97238 valid_1's rmse: 3.98087 [60] valid_0's rmse: 3.9681 valid_1's rmse: 3.97772 [61] valid_0's rmse: 3.96352 valid_1's rmse: 3.97529 [62] valid_0's rmse: 3.96069 valid_1's rmse: 3.97374 [63] valid_0's rmse: 3.95431 valid_1's rmse: 3.96788 [64] valid_0's rmse: 3.94814 valid_1's rmse: 3.96212 [65] valid_0's rmse: 3.94431 valid_1's rmse: 3.95956 [66] valid_0's rmse: 3.94012 valid_1's rmse: 3.95656 [67] valid_0's rmse: 3.93367 valid_1's rmse: 3.95076 [68] valid_0's rmse: 3.92923 valid_1's rmse: 3.94651 [69] valid_0's rmse: 3.92378 valid_1's rmse: 3.94201 [70] valid_0's rmse: 3.9216 valid_1's rmse: 3.94088 [71] valid_0's rmse: 3.91745 valid_1's rmse: 3.93765 [72] valid_0's rmse: 3.91335 valid_1's rmse: 3.93526 [73] valid_0's rmse: 3.9107 valid_1's rmse: 3.93368 [74] valid_0's rmse: 3.90539 valid_1's rmse: 3.9294 [75] valid_0's rmse: 3.89811 valid_1's rmse: 3.92288 [76] valid_0's rmse: 3.89278 valid_1's rmse: 3.91824 [77] valid_0's rmse: 3.88962 valid_1's rmse: 3.91617 [78] valid_0's rmse: 3.88711 valid_1's rmse: 3.91422 [79] valid_0's rmse: 3.88283 valid_1's rmse: 3.91033 [80] valid_0's rmse: 3.87921 valid_1's rmse: 3.90749 [81] valid_0's rmse: 3.87605 valid_1's rmse: 3.90482 [82] valid_0's rmse: 3.87289 valid_1's rmse: 3.90254 [83] valid_0's rmse: 3.87021 valid_1's rmse: 3.90136 [84] valid_0's rmse: 3.86666 valid_1's rmse: 3.89956 [85] valid_0's rmse: 3.86376 valid_1's rmse: 3.89677 [86] valid_0's rmse: 3.86013 valid_1's rmse: 3.89501 [87] valid_0's rmse: 3.85735 valid_1's rmse: 3.89258 [88] valid_0's rmse: 3.85437 valid_1's rmse: 3.89031 [89] valid_0's rmse: 3.84926 valid_1's rmse: 3.8852 [90] valid_0's rmse: 3.84765 valid_1's rmse: 3.88435 [91] valid_0's rmse: 3.84322 valid_1's rmse: 3.88045 [92] valid_0's rmse: 3.84103 valid_1's rmse: 3.87891 [93] valid_0's rmse: 3.83858 valid_1's rmse: 3.8771 [94] valid_0's rmse: 3.83328 valid_1's rmse: 3.87199 [95] valid_0's rmse: 3.83183 valid_1's rmse: 3.87119 [96] valid_0's rmse: 3.82927 valid_1's rmse: 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[264] valid_0's rmse: 3.57644 valid_1's rmse: 3.72631 [265] valid_0's rmse: 3.57576 valid_1's rmse: 3.72605 [266] valid_0's rmse: 3.57475 valid_1's rmse: 3.7255 [267] valid_0's rmse: 3.57332 valid_1's rmse: 3.72447 [268] valid_0's rmse: 3.57224 valid_1's rmse: 3.72358 [269] valid_0's rmse: 3.57173 valid_1's rmse: 3.72345 [270] valid_0's rmse: 3.571 valid_1's rmse: 3.72302 [271] valid_0's rmse: 3.5703 valid_1's rmse: 3.72348 [272] valid_0's rmse: 3.56931 valid_1's rmse: 3.72278 [273] valid_0's rmse: 3.56863 valid_1's rmse: 3.72237 [274] valid_0's rmse: 3.5684 valid_1's rmse: 3.72227 [275] valid_0's rmse: 3.56776 valid_1's rmse: 3.72206 [276] valid_0's rmse: 3.56712 valid_1's rmse: 3.72213 [277] valid_0's rmse: 3.56639 valid_1's rmse: 3.72161 [278] valid_0's rmse: 3.5656 valid_1's rmse: 3.72123 [279] valid_0's rmse: 3.56466 valid_1's rmse: 3.72159 [280] valid_0's rmse: 3.56432 valid_1's rmse: 3.72149 [281] valid_0's rmse: 3.56308 valid_1's rmse: 3.72145 [282] valid_0's rmse: 3.56231 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[431] valid_0's rmse: 3.46872 valid_1's rmse: 3.69862 [432] valid_0's rmse: 3.46843 valid_1's rmse: 3.69855 [433] valid_0's rmse: 3.46782 valid_1's rmse: 3.69822 [434] valid_0's rmse: 3.4674 valid_1's rmse: 3.6981 [435] valid_0's rmse: 3.467 valid_1's rmse: 3.69794 [436] valid_0's rmse: 3.46631 valid_1's rmse: 3.69807 [437] valid_0's rmse: 3.46579 valid_1's rmse: 3.69786 [438] valid_0's rmse: 3.46536 valid_1's rmse: 3.69769 [439] valid_0's rmse: 3.4648 valid_1's rmse: 3.69748 [440] valid_0's rmse: 3.46434 valid_1's rmse: 3.69729 [441] valid_0's rmse: 3.46379 valid_1's rmse: 3.69724 [442] valid_0's rmse: 3.46333 valid_1's rmse: 3.6974 [443] valid_0's rmse: 3.46251 valid_1's rmse: 3.69766 [444] valid_0's rmse: 3.46191 valid_1's rmse: 3.69709 [445] valid_0's rmse: 3.46137 valid_1's rmse: 3.6975 [446] valid_0's rmse: 3.4608 valid_1's rmse: 3.6971 [447] valid_0's rmse: 3.46038 valid_1's rmse: 3.69699 [448] valid_0's rmse: 3.46011 valid_1's rmse: 3.69671 [449] valid_0's rmse: 3.45955 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[561] valid_0's rmse: 3.41111 valid_1's rmse: 3.68581 [562] valid_0's rmse: 3.41039 valid_1's rmse: 3.68539 [563] valid_0's rmse: 3.41011 valid_1's rmse: 3.68543 [564] valid_0's rmse: 3.40962 valid_1's rmse: 3.68549 [565] valid_0's rmse: 3.40918 valid_1's rmse: 3.6855 [566] valid_0's rmse: 3.4087 valid_1's rmse: 3.68543 [567] valid_0's rmse: 3.40816 valid_1's rmse: 3.68555 [568] valid_0's rmse: 3.40759 valid_1's rmse: 3.68543 [569] valid_0's rmse: 3.40713 valid_1's rmse: 3.68512 [570] valid_0's rmse: 3.40671 valid_1's rmse: 3.68497 [571] valid_0's rmse: 3.40648 valid_1's rmse: 3.68489 [572] valid_0's rmse: 3.40599 valid_1's rmse: 3.68472 [573] valid_0's rmse: 3.40532 valid_1's rmse: 3.68429 [574] valid_0's rmse: 3.405 valid_1's rmse: 3.68423 [575] valid_0's rmse: 3.40469 valid_1's rmse: 3.68408 [576] valid_0's rmse: 3.40447 valid_1's rmse: 3.68402 [577] valid_0's rmse: 3.40421 valid_1's rmse: 3.684 [578] valid_0's rmse: 3.40385 valid_1's rmse: 3.68406 [579] valid_0's rmse: 3.4034 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valid_1's rmse: 3.68068 [617] valid_0's rmse: 3.38789 valid_1's rmse: 3.6806 [618] valid_0's rmse: 3.38746 valid_1's rmse: 3.68056 [619] valid_0's rmse: 3.38691 valid_1's rmse: 3.68024 [620] valid_0's rmse: 3.38666 valid_1's rmse: 3.68014 [621] valid_0's rmse: 3.38639 valid_1's rmse: 3.68005 [622] valid_0's rmse: 3.386 valid_1's rmse: 3.67994 [623] valid_0's rmse: 3.38575 valid_1's rmse: 3.67977 [624] valid_0's rmse: 3.38542 valid_1's rmse: 3.67991 [625] valid_0's rmse: 3.38507 valid_1's rmse: 3.67982 [626] valid_0's rmse: 3.38478 valid_1's rmse: 3.67998 [627] valid_0's rmse: 3.38444 valid_1's rmse: 3.68002 [628] valid_0's rmse: 3.38421 valid_1's rmse: 3.67992 [629] valid_0's rmse: 3.3837 valid_1's rmse: 3.67975 [630] valid_0's rmse: 3.38315 valid_1's rmse: 3.67958 [631] valid_0's rmse: 3.38276 valid_1's rmse: 3.67945 [632] valid_0's rmse: 3.38244 valid_1's rmse: 3.67931 [633] valid_0's rmse: 3.38207 valid_1's rmse: 3.67934 [634] valid_0's rmse: 3.3818 valid_1's rmse: 3.6794 [635] valid_0's rmse: 3.38151 valid_1's rmse: 3.67924 [636] valid_0's rmse: 3.3809 valid_1's rmse: 3.67933 [637] valid_0's rmse: 3.38058 valid_1's rmse: 3.67925 [638] valid_0's rmse: 3.38021 valid_1's rmse: 3.67921 [639] valid_0's rmse: 3.37991 valid_1's rmse: 3.67918 [640] valid_0's rmse: 3.37949 valid_1's rmse: 3.67933 [641] valid_0's rmse: 3.37911 valid_1's rmse: 3.6792 [642] valid_0's rmse: 3.3787 valid_1's rmse: 3.67926 [643] valid_0's rmse: 3.37825 valid_1's rmse: 3.67929 [644] valid_0's rmse: 3.37776 valid_1's rmse: 3.67952 [645] valid_0's rmse: 3.37753 valid_1's rmse: 3.67956 [646] valid_0's rmse: 3.37721 valid_1's rmse: 3.67971 [647] valid_0's rmse: 3.37695 valid_1's rmse: 3.67977 [648] valid_0's rmse: 3.37609 valid_1's rmse: 3.67926 [649] valid_0's rmse: 3.37579 valid_1's rmse: 3.67916 [650] valid_0's rmse: 3.37549 valid_1's rmse: 3.67908 [651] valid_0's rmse: 3.37496 valid_1's rmse: 3.67905 [652] valid_0's rmse: 3.37468 valid_1's rmse: 3.67893 [653] valid_0's rmse: 3.37434 valid_1's rmse: 3.67896 [654] valid_0's rmse: 3.37422 valid_1's rmse: 3.679 [655] valid_0's rmse: 3.37363 valid_1's rmse: 3.6788 [656] valid_0's rmse: 3.37312 valid_1's rmse: 3.67862 [657] valid_0's rmse: 3.37293 valid_1's rmse: 3.67859 [658] valid_0's rmse: 3.37267 valid_1's rmse: 3.6785 [659] valid_0's rmse: 3.37223 valid_1's rmse: 3.67825 [660] valid_0's rmse: 3.37195 valid_1's rmse: 3.67818 [661] valid_0's rmse: 3.37156 valid_1's rmse: 3.67802 [662] valid_0's rmse: 3.37129 valid_1's rmse: 3.67795 [663] valid_0's rmse: 3.37104 valid_1's rmse: 3.67784 [664] valid_0's rmse: 3.37065 valid_1's rmse: 3.67779 [665] valid_0's rmse: 3.37029 valid_1's rmse: 3.67757 [666] valid_0's rmse: 3.36988 valid_1's rmse: 3.67749 [667] valid_0's rmse: 3.36938 valid_1's rmse: 3.67743 [668] valid_0's rmse: 3.369 valid_1's rmse: 3.67729 [669] valid_0's rmse: 3.36883 valid_1's rmse: 3.67736 [670] valid_0's rmse: 3.36834 valid_1's rmse: 3.67722 [671] valid_0's rmse: 3.36794 valid_1's rmse: 3.67713 [672] valid_0's rmse: 3.36752 valid_1's rmse: 3.67727 [673] valid_0's rmse: 3.36705 valid_1's rmse: 3.67731 [674] valid_0's rmse: 3.36671 valid_1's rmse: 3.67712 [675] valid_0's rmse: 3.36648 valid_1's rmse: 3.67705 [676] valid_0's rmse: 3.36611 valid_1's rmse: 3.67698 [677] valid_0's rmse: 3.36536 valid_1's rmse: 3.67661 [678] valid_0's rmse: 3.36517 valid_1's rmse: 3.67653 [679] valid_0's rmse: 3.3649 valid_1's rmse: 3.6764 [680] valid_0's rmse: 3.36449 valid_1's rmse: 3.67613 [681] valid_0's rmse: 3.36424 valid_1's rmse: 3.67599 [682] valid_0's rmse: 3.36392 valid_1's rmse: 3.67574 [683] valid_0's rmse: 3.36364 valid_1's rmse: 3.6758 [684] valid_0's rmse: 3.36327 valid_1's rmse: 3.67562 [685] valid_0's rmse: 3.36302 valid_1's rmse: 3.67546 [686] valid_0's rmse: 3.36266 valid_1's rmse: 3.67567 [687] valid_0's rmse: 3.36244 valid_1's rmse: 3.67561 [688] valid_0's rmse: 3.36211 valid_1's rmse: 3.6755 [689] valid_0's rmse: 3.36187 valid_1's rmse: 3.67559 [690] valid_0's rmse: 3.36173 valid_1's rmse: 3.67551 [691] valid_0's rmse: 3.36124 valid_1's rmse: 3.67522 [692] valid_0's rmse: 3.36083 valid_1's rmse: 3.67545 [693] valid_0's rmse: 3.36038 valid_1's rmse: 3.67533 [694] valid_0's rmse: 3.35983 valid_1's rmse: 3.67486 [695] valid_0's rmse: 3.35945 valid_1's rmse: 3.67482 [696] valid_0's rmse: 3.35917 valid_1's rmse: 3.67468 [697] valid_0's rmse: 3.3589 valid_1's rmse: 3.67489 [698] valid_0's rmse: 3.35817 valid_1's rmse: 3.67423 [699] valid_0's rmse: 3.35789 valid_1's rmse: 3.67405 [700] valid_0's rmse: 3.35745 valid_1's rmse: 3.67377 [701] valid_0's rmse: 3.35712 valid_1's rmse: 3.67378 [702] valid_0's rmse: 3.35664 valid_1's rmse: 3.6743 [703] valid_0's rmse: 3.35645 valid_1's rmse: 3.67421 [704] valid_0's rmse: 3.35561 valid_1's rmse: 3.67364 [705] valid_0's rmse: 3.35536 valid_1's rmse: 3.67357 [706] valid_0's rmse: 3.35492 valid_1's rmse: 3.67352 [707] valid_0's rmse: 3.35464 valid_1's rmse: 3.67355 [708] valid_0's rmse: 3.35408 valid_1's rmse: 3.67332 [709] valid_0's rmse: 3.35373 valid_1's rmse: 3.67331 [710] valid_0's rmse: 3.35349 valid_1's rmse: 3.67322 [711] valid_0's rmse: 3.35322 valid_1's rmse: 3.67307 [712] valid_0's rmse: 3.35286 valid_1's rmse: 3.67293 [713] valid_0's rmse: 3.35269 valid_1's rmse: 3.6729 [714] valid_0's rmse: 3.35228 valid_1's rmse: 3.67271 [715] valid_0's rmse: 3.35203 valid_1's rmse: 3.67258 [716] valid_0's rmse: 3.35168 valid_1's rmse: 3.67256 [717] valid_0's rmse: 3.35136 valid_1's rmse: 3.67271 [718] valid_0's rmse: 3.35101 valid_1's rmse: 3.67274 [719] valid_0's rmse: 3.3507 valid_1's rmse: 3.67286 [720] valid_0's rmse: 3.35032 valid_1's rmse: 3.67287 [721] valid_0's rmse: 3.34998 valid_1's rmse: 3.67288 [722] valid_0's rmse: 3.34963 valid_1's rmse: 3.67287 [723] valid_0's rmse: 3.34923 valid_1's rmse: 3.67294 [724] valid_0's rmse: 3.34893 valid_1's rmse: 3.67275 [725] valid_0's rmse: 3.34863 valid_1's rmse: 3.67278 [726] valid_0's rmse: 3.34848 valid_1's rmse: 3.67277 [727] valid_0's rmse: 3.34824 valid_1's rmse: 3.67275 [728] valid_0's rmse: 3.3477 valid_1's rmse: 3.67282 [729] valid_0's rmse: 3.34743 valid_1's rmse: 3.67277 [730] valid_0's rmse: 3.3471 valid_1's rmse: 3.6727 [731] valid_0's rmse: 3.3468 valid_1's rmse: 3.67273 [732] valid_0's rmse: 3.34641 valid_1's rmse: 3.67282 [733] valid_0's rmse: 3.34595 valid_1's rmse: 3.67277 [734] valid_0's rmse: 3.3451 valid_1's rmse: 3.67332 [735] valid_0's rmse: 3.34495 valid_1's rmse: 3.67323 [736] valid_0's rmse: 3.34481 valid_1's rmse: 3.67318 Early stopping, best iteration is: [716] valid_0's rmse: 3.35168 valid_1's rmse: 3.67256 SCORE: 3.6725595040737162 [1] valid_0's rmse: 8.98046 valid_1's rmse: 8.9395 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39157 valid_1's rmse: 8.35189 [3] valid_0's rmse: 7.86657 valid_1's rmse: 7.82911 [4] valid_0's rmse: 7.4043 valid_1's rmse: 7.36829 [5] valid_0's rmse: 7.00207 valid_1's rmse: 6.96721 [6] valid_0's rmse: 6.65421 valid_1's rmse: 6.62021 [7] valid_0's rmse: 6.35937 valid_1's rmse: 6.32559 [8] valid_0's rmse: 6.09529 valid_1's rmse: 6.06262 [9] valid_0's rmse: 5.86941 valid_1's rmse: 5.83794 [10] valid_0's rmse: 5.67611 valid_1's rmse: 5.64592 [11] valid_0's rmse: 5.50383 valid_1's rmse: 5.47475 [12] valid_0's rmse: 5.34256 valid_1's rmse: 5.31473 [13] valid_0's rmse: 5.21522 valid_1's rmse: 5.18805 [14] valid_0's rmse: 5.11506 valid_1's rmse: 5.08886 [15] valid_0's rmse: 4.99622 valid_1's rmse: 4.96993 [16] valid_0's rmse: 4.88311 valid_1's rmse: 4.85724 [17] valid_0's rmse: 4.80114 valid_1's rmse: 4.77628 [18] valid_0's rmse: 4.72957 valid_1's rmse: 4.70499 [19] valid_0's rmse: 4.65555 valid_1's rmse: 4.63156 [20] valid_0's rmse: 4.58724 valid_1's rmse: 4.56352 [21] valid_0's rmse: 4.5332 valid_1's rmse: 4.51055 [22] valid_0's rmse: 4.49562 valid_1's rmse: 4.47445 [23] valid_0's rmse: 4.46163 valid_1's rmse: 4.44148 [24] valid_0's rmse: 4.43643 valid_1's rmse: 4.41769 [25] valid_0's rmse: 4.39562 valid_1's rmse: 4.37791 [26] valid_0's rmse: 4.35638 valid_1's rmse: 4.33887 [27] valid_0's rmse: 4.33348 valid_1's rmse: 4.31729 [28] valid_0's rmse: 4.29786 valid_1's rmse: 4.28185 [29] valid_0's rmse: 4.27624 valid_1's rmse: 4.26143 [30] valid_0's rmse: 4.25985 valid_1's rmse: 4.24546 [31] valid_0's rmse: 4.23907 valid_1's rmse: 4.22531 [32] valid_0's rmse: 4.21259 valid_1's rmse: 4.19961 [33] valid_0's rmse: 4.19553 valid_1's rmse: 4.18381 [34] valid_0's rmse: 4.17094 valid_1's rmse: 4.16013 [35] valid_0's rmse: 4.15081 valid_1's rmse: 4.14104 [36] valid_0's rmse: 4.14337 valid_1's rmse: 4.13348 [37] valid_0's rmse: 4.12923 valid_1's rmse: 4.12036 [38] valid_0's rmse: 4.118 valid_1's rmse: 4.11038 [39] valid_0's rmse: 4.11205 valid_1's rmse: 4.10547 [40] valid_0's rmse: 4.10047 valid_1's rmse: 4.09455 [41] valid_0's rmse: 4.08807 valid_1's rmse: 4.08238 [42] valid_0's rmse: 4.08142 valid_1's rmse: 4.07671 [43] valid_0's rmse: 4.07355 valid_1's rmse: 4.07036 [44] valid_0's rmse: 4.06532 valid_1's rmse: 4.06377 [45] valid_0's rmse: 4.05654 valid_1's rmse: 4.05788 [46] valid_0's rmse: 4.05143 valid_1's rmse: 4.05363 [47] valid_0's rmse: 4.04489 valid_1's rmse: 4.04848 [48] valid_0's rmse: 4.03436 valid_1's rmse: 4.03809 [49] valid_0's rmse: 4.02895 valid_1's rmse: 4.03386 [50] valid_0's rmse: 4.01892 valid_1's rmse: 4.02464 [51] valid_0's rmse: 4.00408 valid_1's rmse: 4.01012 [52] valid_0's rmse: 3.99777 valid_1's rmse: 4.00605 [53] valid_0's rmse: 3.99321 valid_1's rmse: 4.00313 [54] valid_0's rmse: 3.98639 valid_1's rmse: 3.99651 [55] valid_0's rmse: 3.98092 valid_1's rmse: 3.99134 [56] valid_0's rmse: 3.9746 valid_1's rmse: 3.98618 [57] valid_0's rmse: 3.96223 valid_1's rmse: 3.97428 [58] valid_0's rmse: 3.95635 valid_1's rmse: 3.96997 [59] valid_0's rmse: 3.95253 valid_1's rmse: 3.96685 [60] valid_0's rmse: 3.94735 valid_1's rmse: 3.96244 [61] valid_0's rmse: 3.94217 valid_1's rmse: 3.95901 [62] valid_0's rmse: 3.93809 valid_1's rmse: 3.95546 [63] valid_0's rmse: 3.93435 valid_1's rmse: 3.95253 [64] valid_0's rmse: 3.93099 valid_1's rmse: 3.95029 [65] valid_0's rmse: 3.92555 valid_1's rmse: 3.94559 [66] valid_0's rmse: 3.92136 valid_1's rmse: 3.94163 [67] valid_0's rmse: 3.91066 valid_1's rmse: 3.93135 [68] valid_0's rmse: 3.90747 valid_1's rmse: 3.93 [69] valid_0's rmse: 3.90162 valid_1's rmse: 3.92493 [70] valid_0's rmse: 3.89863 valid_1's rmse: 3.92307 [71] valid_0's rmse: 3.89015 valid_1's rmse: 3.91501 [72] valid_0's rmse: 3.88443 valid_1's rmse: 3.90918 [73] valid_0's rmse: 3.88129 valid_1's rmse: 3.90702 [74] valid_0's rmse: 3.87487 valid_1's rmse: 3.90075 [75] valid_0's rmse: 3.86981 valid_1's rmse: 3.89638 [76] valid_0's rmse: 3.86654 valid_1's rmse: 3.89416 [77] valid_0's rmse: 3.86397 valid_1's rmse: 3.89237 [78] valid_0's rmse: 3.8597 valid_1's rmse: 3.88864 [79] valid_0's rmse: 3.85655 valid_1's rmse: 3.88702 [80] valid_0's rmse: 3.85062 valid_1's rmse: 3.88169 [81] valid_0's rmse: 3.84433 valid_1's rmse: 3.87569 [82] valid_0's rmse: 3.84144 valid_1's rmse: 3.87288 [83] valid_0's rmse: 3.83678 valid_1's rmse: 3.86913 [84] valid_0's rmse: 3.8326 valid_1's rmse: 3.86544 [85] valid_0's rmse: 3.83044 valid_1's rmse: 3.86355 [86] valid_0's rmse: 3.82671 valid_1's rmse: 3.86087 [87] valid_0's rmse: 3.82463 valid_1's rmse: 3.85932 [88] valid_0's rmse: 3.82034 valid_1's rmse: 3.85613 [89] valid_0's rmse: 3.81766 valid_1's rmse: 3.85564 [90] valid_0's rmse: 3.81363 valid_1's rmse: 3.85194 [91] valid_0's rmse: 3.81123 valid_1's rmse: 3.85027 [92] valid_0's rmse: 3.80833 valid_1's rmse: 3.8485 [93] valid_0's rmse: 3.80492 valid_1's rmse: 3.84609 [94] valid_0's rmse: 3.80064 valid_1's rmse: 3.84201 [95] valid_0's rmse: 3.79799 valid_1's rmse: 3.83949 [96] valid_0's rmse: 3.79524 valid_1's rmse: 3.83825 [97] valid_0's rmse: 3.79343 valid_1's rmse: 3.8377 [98] valid_0's rmse: 3.79157 valid_1's rmse: 3.83639 [99] valid_0's rmse: 3.78946 valid_1's rmse: 3.83583 [100] valid_0's rmse: 3.78769 valid_1's rmse: 3.83463 [101] valid_0's rmse: 3.78512 valid_1's rmse: 3.83307 [102] valid_0's rmse: 3.78265 valid_1's rmse: 3.83172 [103] valid_0's rmse: 3.78077 valid_1's rmse: 3.83037 [104] valid_0's rmse: 3.77725 valid_1's rmse: 3.8276 [105] valid_0's rmse: 3.77418 valid_1's rmse: 3.82623 [106] valid_0's rmse: 3.77094 valid_1's rmse: 3.82331 [107] valid_0's rmse: 3.76898 valid_1's rmse: 3.82295 [108] valid_0's rmse: 3.7666 valid_1's rmse: 3.82322 [109] valid_0's rmse: 3.76471 valid_1's rmse: 3.82292 [110] valid_0's rmse: 3.76266 valid_1's rmse: 3.82145 [111] valid_0's rmse: 3.75987 valid_1's rmse: 3.81887 [112] valid_0's rmse: 3.75844 valid_1's rmse: 3.81791 [113] valid_0's rmse: 3.75696 valid_1's rmse: 3.81687 [114] valid_0's rmse: 3.75539 valid_1's rmse: 3.81594 [115] valid_0's rmse: 3.75144 valid_1's rmse: 3.81281 [116] valid_0's rmse: 3.74978 valid_1's rmse: 3.81176 [117] valid_0's rmse: 3.74764 valid_1's rmse: 3.80987 [118] valid_0's rmse: 3.74538 valid_1's rmse: 3.80846 [119] valid_0's rmse: 3.74265 valid_1's rmse: 3.80672 [120] valid_0's rmse: 3.74131 valid_1's rmse: 3.80655 [121] valid_0's rmse: 3.73975 valid_1's rmse: 3.80567 [122] valid_0's rmse: 3.73762 valid_1's rmse: 3.80452 [123] valid_0's rmse: 3.73618 valid_1's rmse: 3.80354 [124] valid_0's rmse: 3.73427 valid_1's rmse: 3.80301 [125] valid_0's rmse: 3.7321 valid_1's rmse: 3.80244 [126] valid_0's rmse: 3.72987 valid_1's rmse: 3.80075 [127] valid_0's rmse: 3.7285 valid_1's rmse: 3.80026 [128] valid_0's rmse: 3.72705 valid_1's rmse: 3.79967 [129] valid_0's rmse: 3.72549 valid_1's rmse: 3.79922 [130] valid_0's rmse: 3.72436 valid_1's rmse: 3.79867 [131] valid_0's rmse: 3.72157 valid_1's rmse: 3.79699 [132] valid_0's rmse: 3.71694 valid_1's rmse: 3.79237 [133] valid_0's rmse: 3.71543 valid_1's rmse: 3.79092 [134] valid_0's rmse: 3.71366 valid_1's rmse: 3.78943 [135] valid_0's rmse: 3.71174 valid_1's rmse: 3.78775 [136] valid_0's rmse: 3.70958 valid_1's rmse: 3.78642 [137] valid_0's rmse: 3.70873 valid_1's rmse: 3.78602 [138] valid_0's rmse: 3.70653 valid_1's rmse: 3.78383 [139] valid_0's rmse: 3.70448 valid_1's rmse: 3.78196 [140] valid_0's rmse: 3.70304 valid_1's rmse: 3.7811 [141] valid_0's rmse: 3.70103 valid_1's rmse: 3.78006 [142] valid_0's rmse: 3.69955 valid_1's rmse: 3.7797 [143] valid_0's rmse: 3.69799 valid_1's rmse: 3.77938 [144] valid_0's rmse: 3.69675 valid_1's rmse: 3.77859 [145] valid_0's rmse: 3.69474 valid_1's rmse: 3.77696 [146] valid_0's rmse: 3.69317 valid_1's rmse: 3.77574 [147] valid_0's rmse: 3.6913 valid_1's rmse: 3.77474 [148] valid_0's rmse: 3.68883 valid_1's rmse: 3.77304 [149] valid_0's rmse: 3.68776 valid_1's rmse: 3.77249 [150] valid_0's rmse: 3.68625 valid_1's rmse: 3.77172 [151] valid_0's rmse: 3.68396 valid_1's rmse: 3.77 [152] valid_0's rmse: 3.68153 valid_1's rmse: 3.76785 [153] valid_0's rmse: 3.68011 valid_1's rmse: 3.7668 [154] valid_0's rmse: 3.67806 valid_1's rmse: 3.76502 [155] valid_0's rmse: 3.67622 valid_1's rmse: 3.76388 [156] valid_0's rmse: 3.67448 valid_1's rmse: 3.76257 [157] valid_0's rmse: 3.67232 valid_1's rmse: 3.76107 [158] valid_0's rmse: 3.67125 valid_1's rmse: 3.76039 [159] valid_0's rmse: 3.67008 valid_1's rmse: 3.75978 [160] valid_0's rmse: 3.66936 valid_1's rmse: 3.75932 [161] valid_0's rmse: 3.66808 valid_1's rmse: 3.75914 [162] valid_0's rmse: 3.6664 valid_1's rmse: 3.75844 [163] valid_0's rmse: 3.66494 valid_1's rmse: 3.75758 [164] valid_0's rmse: 3.66351 valid_1's rmse: 3.75693 [165] valid_0's rmse: 3.66217 valid_1's rmse: 3.75673 [166] valid_0's rmse: 3.66065 valid_1's rmse: 3.75603 [167] valid_0's rmse: 3.65888 valid_1's rmse: 3.7552 [168] valid_0's rmse: 3.65694 valid_1's rmse: 3.75375 [169] valid_0's rmse: 3.65556 valid_1's rmse: 3.75298 [170] valid_0's rmse: 3.65343 valid_1's rmse: 3.75144 [171] valid_0's rmse: 3.65235 valid_1's rmse: 3.75133 [172] valid_0's rmse: 3.65024 valid_1's rmse: 3.74988 [173] valid_0's rmse: 3.6483 valid_1's rmse: 3.7484 [174] valid_0's rmse: 3.64729 valid_1's rmse: 3.7484 [175] valid_0's rmse: 3.64626 valid_1's rmse: 3.7484 [176] valid_0's rmse: 3.64518 valid_1's rmse: 3.74787 [177] valid_0's rmse: 3.64396 valid_1's rmse: 3.74745 [178] valid_0's rmse: 3.64229 valid_1's rmse: 3.74592 [179] valid_0's rmse: 3.6414 valid_1's rmse: 3.74604 [180] valid_0's rmse: 3.64036 valid_1's rmse: 3.74549 [181] valid_0's rmse: 3.639 valid_1's rmse: 3.74576 [182] valid_0's rmse: 3.63761 valid_1's rmse: 3.74595 [183] valid_0's rmse: 3.63686 valid_1's rmse: 3.74556 [184] valid_0's rmse: 3.63553 valid_1's rmse: 3.74456 [185] valid_0's rmse: 3.63444 valid_1's rmse: 3.7438 [186] valid_0's rmse: 3.63319 valid_1's rmse: 3.74382 [187] valid_0's rmse: 3.63204 valid_1's rmse: 3.74382 [188] valid_0's rmse: 3.63076 valid_1's rmse: 3.74385 [189] valid_0's rmse: 3.62843 valid_1's rmse: 3.74171 [190] valid_0's rmse: 3.6272 valid_1's rmse: 3.74135 [191] valid_0's rmse: 3.62579 valid_1's rmse: 3.74129 [192] valid_0's rmse: 3.62495 valid_1's rmse: 3.74108 [193] valid_0's rmse: 3.62346 valid_1's rmse: 3.74027 [194] valid_0's rmse: 3.62236 valid_1's rmse: 3.74001 [195] valid_0's rmse: 3.62116 valid_1's rmse: 3.73912 [196] valid_0's rmse: 3.61985 valid_1's rmse: 3.73813 [197] valid_0's rmse: 3.61904 valid_1's rmse: 3.73807 [198] valid_0's rmse: 3.61781 valid_1's rmse: 3.73788 [199] valid_0's rmse: 3.61647 valid_1's rmse: 3.73684 [200] valid_0's rmse: 3.61548 valid_1's rmse: 3.73674 [201] valid_0's rmse: 3.61426 valid_1's rmse: 3.73604 [202] valid_0's rmse: 3.61296 valid_1's rmse: 3.73521 [203] valid_0's rmse: 3.61217 valid_1's rmse: 3.73484 [204] valid_0's rmse: 3.61138 valid_1's rmse: 3.73453 [205] valid_0's rmse: 3.61056 valid_1's rmse: 3.73408 [206] valid_0's rmse: 3.60981 valid_1's rmse: 3.73398 [207] valid_0's rmse: 3.60845 valid_1's rmse: 3.73304 [208] valid_0's rmse: 3.60775 valid_1's rmse: 3.73287 [209] valid_0's rmse: 3.60691 valid_1's rmse: 3.73257 [210] valid_0's rmse: 3.60604 valid_1's rmse: 3.73252 [211] valid_0's rmse: 3.6051 valid_1's rmse: 3.73218 [212] valid_0's rmse: 3.60402 valid_1's rmse: 3.73201 [213] valid_0's rmse: 3.60291 valid_1's rmse: 3.73158 [214] valid_0's rmse: 3.6019 valid_1's rmse: 3.73119 [215] valid_0's rmse: 3.60063 valid_1's rmse: 3.73018 [216] valid_0's rmse: 3.59958 valid_1's rmse: 3.73 [217] valid_0's rmse: 3.59879 valid_1's rmse: 3.72993 [218] valid_0's rmse: 3.59739 valid_1's rmse: 3.72909 [219] valid_0's rmse: 3.59637 valid_1's rmse: 3.72842 [220] valid_0's rmse: 3.59534 valid_1's rmse: 3.72845 [221] valid_0's rmse: 3.59439 valid_1's rmse: 3.72822 [222] valid_0's rmse: 3.59309 valid_1's rmse: 3.72749 [223] valid_0's rmse: 3.59189 valid_1's rmse: 3.72689 [224] valid_0's rmse: 3.59138 valid_1's rmse: 3.72663 [225] valid_0's rmse: 3.58973 valid_1's rmse: 3.72566 [226] valid_0's rmse: 3.58854 valid_1's rmse: 3.72521 [227] valid_0's rmse: 3.58764 valid_1's rmse: 3.72473 [228] valid_0's rmse: 3.58684 valid_1's rmse: 3.72446 [229] valid_0's rmse: 3.58588 valid_1's rmse: 3.72427 [230] valid_0's rmse: 3.58474 valid_1's rmse: 3.72388 [231] valid_0's rmse: 3.58372 valid_1's rmse: 3.72316 [232] valid_0's rmse: 3.58305 valid_1's rmse: 3.72305 [233] valid_0's rmse: 3.58215 valid_1's rmse: 3.72289 [234] valid_0's rmse: 3.5817 valid_1's rmse: 3.72271 [235] valid_0's rmse: 3.58082 valid_1's rmse: 3.72242 [236] valid_0's rmse: 3.57974 valid_1's rmse: 3.72214 [237] valid_0's rmse: 3.57839 valid_1's rmse: 3.72182 [238] valid_0's rmse: 3.57766 valid_1's rmse: 3.72198 [239] valid_0's rmse: 3.57698 valid_1's rmse: 3.72195 [240] valid_0's rmse: 3.57627 valid_1's rmse: 3.72165 [241] valid_0's rmse: 3.57523 valid_1's rmse: 3.72155 [242] valid_0's rmse: 3.57402 valid_1's rmse: 3.72168 [243] valid_0's rmse: 3.5729 valid_1's rmse: 3.7217 [244] valid_0's rmse: 3.57164 valid_1's rmse: 3.72109 [245] valid_0's rmse: 3.57089 valid_1's rmse: 3.72111 [246] valid_0's rmse: 3.5698 valid_1's rmse: 3.72038 [247] valid_0's rmse: 3.56903 valid_1's rmse: 3.71998 [248] valid_0's rmse: 3.56819 valid_1's rmse: 3.71967 [249] valid_0's rmse: 3.56668 valid_1's rmse: 3.71956 [250] valid_0's rmse: 3.56545 valid_1's rmse: 3.71862 [251] valid_0's rmse: 3.56462 valid_1's rmse: 3.71808 [252] valid_0's rmse: 3.56372 valid_1's rmse: 3.71769 [253] valid_0's rmse: 3.56302 valid_1's rmse: 3.71743 [254] valid_0's rmse: 3.562 valid_1's rmse: 3.71757 [255] valid_0's rmse: 3.56134 valid_1's rmse: 3.71722 [256] valid_0's rmse: 3.56066 valid_1's rmse: 3.71724 [257] valid_0's rmse: 3.55956 valid_1's rmse: 3.71648 [258] valid_0's rmse: 3.55883 valid_1's rmse: 3.71637 [259] valid_0's rmse: 3.55827 valid_1's rmse: 3.71614 [260] valid_0's rmse: 3.55721 valid_1's rmse: 3.71554 [261] valid_0's rmse: 3.55624 valid_1's rmse: 3.71492 [262] valid_0's rmse: 3.55554 valid_1's rmse: 3.71506 [263] valid_0's rmse: 3.55469 valid_1's rmse: 3.71465 [264] valid_0's rmse: 3.55381 valid_1's rmse: 3.71438 [265] valid_0's rmse: 3.55275 valid_1's rmse: 3.71358 [266] valid_0's rmse: 3.55179 valid_1's rmse: 3.71311 [267] valid_0's rmse: 3.55092 valid_1's rmse: 3.71261 [268] valid_0's rmse: 3.55025 valid_1's rmse: 3.7121 [269] valid_0's rmse: 3.54942 valid_1's rmse: 3.71171 [270] valid_0's rmse: 3.54878 valid_1's rmse: 3.7113 [271] valid_0's rmse: 3.5481 valid_1's rmse: 3.71091 [272] valid_0's rmse: 3.54726 valid_1's rmse: 3.71068 [273] valid_0's rmse: 3.54677 valid_1's rmse: 3.71069 [274] valid_0's rmse: 3.54602 valid_1's rmse: 3.71029 [275] valid_0's rmse: 3.54553 valid_1's rmse: 3.71008 [276] valid_0's rmse: 3.54489 valid_1's rmse: 3.70976 [277] valid_0's rmse: 3.54445 valid_1's rmse: 3.70946 [278] valid_0's rmse: 3.54375 valid_1's rmse: 3.70934 [279] valid_0's rmse: 3.54307 valid_1's rmse: 3.70891 [280] valid_0's rmse: 3.54255 valid_1's rmse: 3.70896 [281] valid_0's rmse: 3.54186 valid_1's rmse: 3.70874 [282] valid_0's rmse: 3.54105 valid_1's rmse: 3.7085 [283] valid_0's rmse: 3.54044 valid_1's rmse: 3.70852 [284] valid_0's rmse: 3.53987 valid_1's rmse: 3.70817 [285] valid_0's rmse: 3.53884 valid_1's rmse: 3.70844 [286] valid_0's rmse: 3.53807 valid_1's rmse: 3.70814 [287] valid_0's rmse: 3.53729 valid_1's rmse: 3.70816 [288] valid_0's rmse: 3.53618 valid_1's rmse: 3.70735 [289] valid_0's rmse: 3.53508 valid_1's rmse: 3.70686 [290] valid_0's rmse: 3.53436 valid_1's rmse: 3.70671 [291] valid_0's rmse: 3.53303 valid_1's rmse: 3.70669 [292] valid_0's rmse: 3.53241 valid_1's rmse: 3.70671 [293] valid_0's rmse: 3.53137 valid_1's rmse: 3.70642 [294] valid_0's rmse: 3.53055 valid_1's rmse: 3.70622 [295] valid_0's rmse: 3.52995 valid_1's rmse: 3.70595 [296] valid_0's rmse: 3.5289 valid_1's rmse: 3.70591 [297] valid_0's rmse: 3.52806 valid_1's rmse: 3.70595 [298] valid_0's rmse: 3.52757 valid_1's rmse: 3.70585 [299] valid_0's rmse: 3.52715 valid_1's rmse: 3.70582 [300] valid_0's rmse: 3.52627 valid_1's rmse: 3.70571 [301] valid_0's rmse: 3.52534 valid_1's rmse: 3.70598 [302] valid_0's rmse: 3.52457 valid_1's rmse: 3.70575 [303] valid_0's rmse: 3.52382 valid_1's rmse: 3.70564 [304] valid_0's rmse: 3.52296 valid_1's rmse: 3.70597 [305] valid_0's rmse: 3.52226 valid_1's rmse: 3.70578 [306] valid_0's rmse: 3.52151 valid_1's rmse: 3.70581 [307] valid_0's rmse: 3.52058 valid_1's rmse: 3.70604 [308] valid_0's rmse: 3.51993 valid_1's rmse: 3.70594 [309] valid_0's rmse: 3.51912 valid_1's rmse: 3.70543 [310] valid_0's rmse: 3.51766 valid_1's rmse: 3.70416 [311] valid_0's rmse: 3.51664 valid_1's rmse: 3.70341 [312] valid_0's rmse: 3.51571 valid_1's rmse: 3.70341 [313] valid_0's rmse: 3.51534 valid_1's rmse: 3.70336 [314] valid_0's rmse: 3.51472 valid_1's rmse: 3.70385 [315] valid_0's rmse: 3.51267 valid_1's rmse: 3.70288 [316] valid_0's rmse: 3.51205 valid_1's rmse: 3.70271 [317] valid_0's rmse: 3.51143 valid_1's rmse: 3.70259 [318] valid_0's rmse: 3.51093 valid_1's rmse: 3.70243 [319] valid_0's rmse: 3.51002 valid_1's rmse: 3.70188 [320] valid_0's rmse: 3.50917 valid_1's rmse: 3.70193 [321] valid_0's rmse: 3.50825 valid_1's rmse: 3.70245 [322] valid_0's rmse: 3.50739 valid_1's rmse: 3.7022 [323] valid_0's rmse: 3.50701 valid_1's rmse: 3.70215 [324] valid_0's rmse: 3.50665 valid_1's rmse: 3.70207 [325] valid_0's rmse: 3.50598 valid_1's rmse: 3.70236 [326] valid_0's rmse: 3.50559 valid_1's rmse: 3.7023 [327] valid_0's rmse: 3.50518 valid_1's rmse: 3.70233 [328] valid_0's rmse: 3.50449 valid_1's rmse: 3.70222 [329] valid_0's rmse: 3.50345 valid_1's rmse: 3.70201 [330] valid_0's rmse: 3.50317 valid_1's rmse: 3.70202 [331] valid_0's rmse: 3.50255 valid_1's rmse: 3.7022 [332] valid_0's rmse: 3.50222 valid_1's rmse: 3.70209 [333] valid_0's rmse: 3.50134 valid_1's rmse: 3.70197 [334] valid_0's rmse: 3.50058 valid_1's rmse: 3.70182 [335] valid_0's rmse: 3.49985 valid_1's rmse: 3.70155 [336] valid_0's rmse: 3.49937 valid_1's rmse: 3.70148 [337] valid_0's rmse: 3.49878 valid_1's rmse: 3.70148 [338] valid_0's rmse: 3.49833 valid_1's rmse: 3.70108 [339] valid_0's rmse: 3.49771 valid_1's rmse: 3.70097 [340] valid_0's rmse: 3.4974 valid_1's rmse: 3.70086 [341] valid_0's rmse: 3.49672 valid_1's rmse: 3.70062 [342] valid_0's rmse: 3.49608 valid_1's rmse: 3.70029 [343] valid_0's rmse: 3.4953 valid_1's rmse: 3.69984 [344] valid_0's rmse: 3.49466 valid_1's rmse: 3.69965 [345] valid_0's rmse: 3.49406 valid_1's rmse: 3.69973 [346] valid_0's rmse: 3.49347 valid_1's rmse: 3.69992 [347] valid_0's rmse: 3.49282 valid_1's rmse: 3.70017 [348] valid_0's rmse: 3.49199 valid_1's rmse: 3.70051 [349] valid_0's rmse: 3.49124 valid_1's rmse: 3.70047 [350] valid_0's rmse: 3.49059 valid_1's rmse: 3.70006 [351] valid_0's rmse: 3.49011 valid_1's rmse: 3.69968 [352] valid_0's rmse: 3.48955 valid_1's rmse: 3.69956 [353] valid_0's rmse: 3.48903 valid_1's rmse: 3.69943 [354] valid_0's rmse: 3.48857 valid_1's rmse: 3.69938 [355] valid_0's rmse: 3.48796 valid_1's rmse: 3.69907 [356] valid_0's rmse: 3.48714 valid_1's rmse: 3.69864 [357] valid_0's rmse: 3.48651 valid_1's rmse: 3.69865 [358] valid_0's rmse: 3.486 valid_1's rmse: 3.69878 [359] valid_0's rmse: 3.48524 valid_1's rmse: 3.69871 [360] valid_0's rmse: 3.48472 valid_1's rmse: 3.69846 [361] valid_0's rmse: 3.48378 valid_1's rmse: 3.69873 [362] valid_0's rmse: 3.48309 valid_1's rmse: 3.6988 [363] valid_0's rmse: 3.48245 valid_1's rmse: 3.69914 [364] valid_0's rmse: 3.48161 valid_1's rmse: 3.69898 [365] valid_0's rmse: 3.4809 valid_1's rmse: 3.6988 [366] valid_0's rmse: 3.48016 valid_1's rmse: 3.69874 [367] valid_0's rmse: 3.47987 valid_1's rmse: 3.6987 [368] valid_0's rmse: 3.47962 valid_1's rmse: 3.69869 [369] valid_0's rmse: 3.47888 valid_1's rmse: 3.69821 [370] valid_0's rmse: 3.47814 valid_1's rmse: 3.69829 [371] valid_0's rmse: 3.47748 valid_1's rmse: 3.69809 [372] valid_0's rmse: 3.47665 valid_1's rmse: 3.6979 [373] valid_0's rmse: 3.47593 valid_1's rmse: 3.69797 [374] valid_0's rmse: 3.47527 valid_1's rmse: 3.69781 [375] valid_0's rmse: 3.47438 valid_1's rmse: 3.69747 [376] valid_0's rmse: 3.47404 valid_1's rmse: 3.69741 [377] valid_0's rmse: 3.47375 valid_1's rmse: 3.69744 [378] valid_0's rmse: 3.47317 valid_1's rmse: 3.69699 [379] valid_0's rmse: 3.47263 valid_1's rmse: 3.69679 [380] valid_0's rmse: 3.47238 valid_1's rmse: 3.69673 [381] valid_0's rmse: 3.47176 valid_1's rmse: 3.69631 [382] valid_0's rmse: 3.47105 valid_1's rmse: 3.69655 [383] valid_0's rmse: 3.47057 valid_1's rmse: 3.69659 [384] valid_0's rmse: 3.46967 valid_1's rmse: 3.69599 [385] valid_0's rmse: 3.46914 valid_1's rmse: 3.69565 [386] valid_0's rmse: 3.46849 valid_1's rmse: 3.69586 [387] valid_0's rmse: 3.46799 valid_1's rmse: 3.69583 [388] valid_0's rmse: 3.46737 valid_1's rmse: 3.69615 [389] valid_0's rmse: 3.4668 valid_1's rmse: 3.69641 [390] valid_0's rmse: 3.46606 valid_1's rmse: 3.69613 [391] valid_0's rmse: 3.46566 valid_1's rmse: 3.69625 [392] valid_0's rmse: 3.46508 valid_1's rmse: 3.69606 [393] valid_0's rmse: 3.46461 valid_1's rmse: 3.6959 [394] valid_0's rmse: 3.46442 valid_1's rmse: 3.69584 [395] valid_0's rmse: 3.46371 valid_1's rmse: 3.69588 [396] valid_0's rmse: 3.46321 valid_1's rmse: 3.69612 [397] valid_0's rmse: 3.46274 valid_1's rmse: 3.69632 [398] valid_0's rmse: 3.46214 valid_1's rmse: 3.69607 [399] valid_0's rmse: 3.46178 valid_1's rmse: 3.69614 [400] valid_0's rmse: 3.46121 valid_1's rmse: 3.69581 [401] valid_0's rmse: 3.46039 valid_1's rmse: 3.69603 [402] valid_0's rmse: 3.45985 valid_1's rmse: 3.69602 [403] valid_0's rmse: 3.45933 valid_1's rmse: 3.69604 [404] valid_0's rmse: 3.45882 valid_1's rmse: 3.696 [405] valid_0's rmse: 3.45839 valid_1's rmse: 3.69593 Early stopping, best iteration is: [385] valid_0's rmse: 3.46914 valid_1's rmse: 3.69565 SCORE: 3.6956490830600677 [1] valid_0's rmse: 8.98033 valid_1's rmse: 8.9394 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38598 valid_1's rmse: 8.34595 [3] valid_0's rmse: 7.86283 valid_1's rmse: 7.82437 [4] valid_0's rmse: 7.39097 valid_1's rmse: 7.35388 [5] valid_0's rmse: 6.98589 valid_1's rmse: 6.94958 [6] valid_0's rmse: 6.63615 valid_1's rmse: 6.6011 [7] valid_0's rmse: 6.34509 valid_1's rmse: 6.31178 [8] valid_0's rmse: 6.08061 valid_1's rmse: 6.04809 [9] valid_0's rmse: 5.85608 valid_1's rmse: 5.82442 [10] valid_0's rmse: 5.65267 valid_1's rmse: 5.62154 [11] valid_0's rmse: 5.48999 valid_1's rmse: 5.4609 [12] valid_0's rmse: 5.33405 valid_1's rmse: 5.30594 [13] valid_0's rmse: 5.20057 valid_1's rmse: 5.17299 [14] valid_0's rmse: 5.08165 valid_1's rmse: 5.05452 [15] valid_0's rmse: 4.97762 valid_1's rmse: 4.95176 [16] valid_0's rmse: 4.88973 valid_1's rmse: 4.86401 [17] valid_0's rmse: 4.79243 valid_1's rmse: 4.76702 [18] valid_0's rmse: 4.73106 valid_1's rmse: 4.70716 [19] valid_0's rmse: 4.67933 valid_1's rmse: 4.65685 [20] valid_0's rmse: 4.62165 valid_1's rmse: 4.5987 [21] valid_0's rmse: 4.5717 valid_1's rmse: 4.5505 [22] valid_0's rmse: 4.5368 valid_1's rmse: 4.51604 [23] valid_0's rmse: 4.49982 valid_1's rmse: 4.47949 [24] valid_0's rmse: 4.46783 valid_1's rmse: 4.44925 [25] valid_0's rmse: 4.4254 valid_1's rmse: 4.40796 [26] valid_0's rmse: 4.3938 valid_1's rmse: 4.37784 [27] valid_0's rmse: 4.36434 valid_1's rmse: 4.34891 [28] valid_0's rmse: 4.33612 valid_1's rmse: 4.32104 [29] valid_0's rmse: 4.30905 valid_1's rmse: 4.29576 [30] valid_0's rmse: 4.28209 valid_1's rmse: 4.26906 [31] valid_0's rmse: 4.26082 valid_1's rmse: 4.24938 [32] valid_0's rmse: 4.23385 valid_1's rmse: 4.22281 [33] valid_0's rmse: 4.21587 valid_1's rmse: 4.20605 [34] valid_0's rmse: 4.19056 valid_1's rmse: 4.18131 [35] valid_0's rmse: 4.17763 valid_1's rmse: 4.16955 [36] valid_0's rmse: 4.16703 valid_1's rmse: 4.16001 [37] valid_0's rmse: 4.15597 valid_1's rmse: 4.15066 [38] valid_0's rmse: 4.14575 valid_1's rmse: 4.14179 [39] valid_0's rmse: 4.13758 valid_1's rmse: 4.13548 [40] valid_0's rmse: 4.12305 valid_1's rmse: 4.12154 [41] valid_0's rmse: 4.11019 valid_1's rmse: 4.10922 [42] valid_0's rmse: 4.0899 valid_1's rmse: 4.08921 [43] valid_0's rmse: 4.0811 valid_1's rmse: 4.08295 [44] valid_0's rmse: 4.07355 valid_1's rmse: 4.0763 [45] valid_0's rmse: 4.06634 valid_1's rmse: 4.07046 [46] valid_0's rmse: 4.06002 valid_1's rmse: 4.06522 [47] valid_0's rmse: 4.05413 valid_1's rmse: 4.06154 [48] valid_0's rmse: 4.04641 valid_1's rmse: 4.05452 [49] valid_0's rmse: 4.04285 valid_1's rmse: 4.05293 [50] valid_0's rmse: 4.03796 valid_1's rmse: 4.04872 [51] valid_0's rmse: 4.02496 valid_1's rmse: 4.03659 [52] valid_0's rmse: 4.01583 valid_1's rmse: 4.02875 [53] valid_0's rmse: 4.00949 valid_1's rmse: 4.02279 [54] valid_0's rmse: 4.0033 valid_1's rmse: 4.01684 [55] valid_0's rmse: 3.99525 valid_1's rmse: 4.00908 [56] valid_0's rmse: 3.98997 valid_1's rmse: 4.00778 [57] valid_0's rmse: 3.98105 valid_1's rmse: 3.99916 [58] valid_0's rmse: 3.97477 valid_1's rmse: 3.9937 [59] valid_0's rmse: 3.97024 valid_1's rmse: 3.9898 [60] valid_0's rmse: 3.96535 valid_1's rmse: 3.9859 [61] valid_0's rmse: 3.95645 valid_1's rmse: 3.9779 [62] valid_0's rmse: 3.95153 valid_1's rmse: 3.97392 [63] valid_0's rmse: 3.94396 valid_1's rmse: 3.96668 [64] valid_0's rmse: 3.93791 valid_1's rmse: 3.96149 [65] valid_0's rmse: 3.93326 valid_1's rmse: 3.95786 [66] valid_0's rmse: 3.92922 valid_1's rmse: 3.95451 [67] valid_0's rmse: 3.92296 valid_1's rmse: 3.94906 [68] valid_0's rmse: 3.91796 valid_1's rmse: 3.94434 [69] valid_0's rmse: 3.9124 valid_1's rmse: 3.93918 [70] valid_0's rmse: 3.90289 valid_1's rmse: 3.93029 [71] valid_0's rmse: 3.89395 valid_1's rmse: 3.92119 [72] valid_0's rmse: 3.89068 valid_1's rmse: 3.9192 [73] valid_0's rmse: 3.88497 valid_1's rmse: 3.91452 [74] valid_0's rmse: 3.87766 valid_1's rmse: 3.90758 [75] valid_0's rmse: 3.8737 valid_1's rmse: 3.90477 [76] valid_0's rmse: 3.86952 valid_1's rmse: 3.90087 [77] valid_0's rmse: 3.86629 valid_1's rmse: 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rmse: 3.71656 [301] valid_0's rmse: 3.52297 valid_1's rmse: 3.71633 [302] valid_0's rmse: 3.52197 valid_1's rmse: 3.71633 [303] valid_0's rmse: 3.52115 valid_1's rmse: 3.71636 [304] valid_0's rmse: 3.52039 valid_1's rmse: 3.71667 [305] valid_0's rmse: 3.51971 valid_1's rmse: 3.71636 [306] valid_0's rmse: 3.51878 valid_1's rmse: 3.71615 [307] valid_0's rmse: 3.51784 valid_1's rmse: 3.71645 [308] valid_0's rmse: 3.51687 valid_1's rmse: 3.71668 [309] valid_0's rmse: 3.51616 valid_1's rmse: 3.71678 [310] valid_0's rmse: 3.51551 valid_1's rmse: 3.71653 [311] valid_0's rmse: 3.51461 valid_1's rmse: 3.71644 [312] valid_0's rmse: 3.51357 valid_1's rmse: 3.7158 [313] valid_0's rmse: 3.51222 valid_1's rmse: 3.71497 [314] valid_0's rmse: 3.51115 valid_1's rmse: 3.71425 [315] valid_0's rmse: 3.51047 valid_1's rmse: 3.71421 [316] valid_0's rmse: 3.50982 valid_1's rmse: 3.71394 [317] valid_0's rmse: 3.50944 valid_1's rmse: 3.71402 [318] valid_0's rmse: 3.50854 valid_1's rmse: 3.71352 [319] valid_0's rmse: 3.50781 valid_1's rmse: 3.71369 [320] valid_0's rmse: 3.507 valid_1's rmse: 3.71327 [321] valid_0's rmse: 3.50658 valid_1's rmse: 3.71315 [322] valid_0's rmse: 3.50581 valid_1's rmse: 3.71329 [323] valid_0's rmse: 3.50521 valid_1's rmse: 3.71368 [324] valid_0's rmse: 3.50465 valid_1's rmse: 3.71335 [325] valid_0's rmse: 3.50425 valid_1's rmse: 3.71321 [326] valid_0's rmse: 3.50346 valid_1's rmse: 3.71283 [327] valid_0's rmse: 3.50315 valid_1's rmse: 3.71275 [328] valid_0's rmse: 3.50279 valid_1's rmse: 3.71262 [329] valid_0's rmse: 3.50208 valid_1's rmse: 3.71245 [330] valid_0's rmse: 3.50172 valid_1's rmse: 3.71248 [331] valid_0's rmse: 3.50135 valid_1's rmse: 3.71247 [332] valid_0's rmse: 3.50078 valid_1's rmse: 3.71227 [333] valid_0's rmse: 3.50037 valid_1's rmse: 3.71236 [334] valid_0's rmse: 3.49981 valid_1's rmse: 3.71239 [335] valid_0's rmse: 3.49921 valid_1's rmse: 3.71208 [336] valid_0's rmse: 3.49858 valid_1's rmse: 3.71161 [337] valid_0's rmse: 3.49818 valid_1's rmse: 3.7116 [338] valid_0's rmse: 3.49778 valid_1's rmse: 3.71177 [339] valid_0's rmse: 3.49714 valid_1's rmse: 3.71175 [340] valid_0's rmse: 3.49645 valid_1's rmse: 3.71139 [341] valid_0's rmse: 3.49575 valid_1's rmse: 3.71106 [342] valid_0's rmse: 3.49497 valid_1's rmse: 3.71041 [343] valid_0's rmse: 3.49426 valid_1's rmse: 3.71019 [344] valid_0's rmse: 3.4935 valid_1's rmse: 3.71021 [345] valid_0's rmse: 3.49262 valid_1's rmse: 3.71007 [346] valid_0's rmse: 3.49202 valid_1's rmse: 3.70987 [347] valid_0's rmse: 3.49132 valid_1's rmse: 3.70962 [348] valid_0's rmse: 3.49067 valid_1's rmse: 3.70933 [349] valid_0's rmse: 3.48944 valid_1's rmse: 3.70853 [350] valid_0's rmse: 3.48893 valid_1's rmse: 3.70848 [351] valid_0's rmse: 3.48821 valid_1's rmse: 3.70811 [352] valid_0's rmse: 3.48731 valid_1's rmse: 3.70776 [353] valid_0's rmse: 3.48652 valid_1's rmse: 3.70764 [354] valid_0's rmse: 3.48514 valid_1's rmse: 3.70665 [355] valid_0's rmse: 3.48421 valid_1's rmse: 3.70611 [356] valid_0's rmse: 3.4837 valid_1's rmse: 3.70595 [357] valid_0's rmse: 3.48281 valid_1's rmse: 3.70618 [358] valid_0's rmse: 3.48237 valid_1's rmse: 3.70604 [359] valid_0's rmse: 3.48151 valid_1's rmse: 3.70563 [360] valid_0's rmse: 3.48062 valid_1's rmse: 3.70545 [361] valid_0's rmse: 3.47991 valid_1's rmse: 3.70549 [362] valid_0's rmse: 3.47924 valid_1's rmse: 3.70563 [363] valid_0's rmse: 3.47874 valid_1's rmse: 3.70581 [364] valid_0's rmse: 3.47777 valid_1's rmse: 3.70584 [365] valid_0's rmse: 3.47697 valid_1's rmse: 3.70639 [366] valid_0's rmse: 3.47618 valid_1's rmse: 3.70687 [367] valid_0's rmse: 3.47573 valid_1's rmse: 3.70673 [368] valid_0's rmse: 3.47526 valid_1's rmse: 3.70648 [369] valid_0's rmse: 3.47438 valid_1's rmse: 3.70639 [370] valid_0's rmse: 3.47356 valid_1's rmse: 3.70596 [371] valid_0's rmse: 3.47304 valid_1's rmse: 3.7057 [372] valid_0's rmse: 3.47278 valid_1's rmse: 3.70567 [373] valid_0's rmse: 3.47215 valid_1's rmse: 3.70569 [374] valid_0's rmse: 3.47161 valid_1's rmse: 3.70558 [375] valid_0's rmse: 3.471 valid_1's rmse: 3.70561 [376] valid_0's rmse: 3.47046 valid_1's rmse: 3.70549 [377] valid_0's rmse: 3.47006 valid_1's rmse: 3.70552 [378] valid_0's rmse: 3.46954 valid_1's rmse: 3.7052 [379] valid_0's rmse: 3.469 valid_1's rmse: 3.70494 [380] valid_0's rmse: 3.46846 valid_1's rmse: 3.70468 [381] valid_0's rmse: 3.46773 valid_1's rmse: 3.70429 [382] valid_0's rmse: 3.46702 valid_1's rmse: 3.70451 [383] valid_0's rmse: 3.46649 valid_1's rmse: 3.7045 [384] valid_0's rmse: 3.46573 valid_1's rmse: 3.70441 [385] valid_0's rmse: 3.4651 valid_1's rmse: 3.70431 [386] valid_0's rmse: 3.46453 valid_1's rmse: 3.70434 [387] valid_0's rmse: 3.46392 valid_1's rmse: 3.7045 [388] valid_0's rmse: 3.46311 valid_1's rmse: 3.70448 [389] valid_0's rmse: 3.4624 valid_1's rmse: 3.70454 [390] valid_0's rmse: 3.46153 valid_1's rmse: 3.70398 [391] valid_0's rmse: 3.46093 valid_1's rmse: 3.70436 [392] valid_0's rmse: 3.46042 valid_1's rmse: 3.70422 [393] valid_0's rmse: 3.45974 valid_1's rmse: 3.70411 [394] valid_0's rmse: 3.45902 valid_1's rmse: 3.70375 [395] valid_0's rmse: 3.45794 valid_1's rmse: 3.70307 [396] valid_0's rmse: 3.45681 valid_1's rmse: 3.70245 [397] valid_0's rmse: 3.45614 valid_1's rmse: 3.70263 [398] valid_0's rmse: 3.45562 valid_1's rmse: 3.70259 [399] valid_0's rmse: 3.4553 valid_1's rmse: 3.70259 [400] valid_0's rmse: 3.45473 valid_1's rmse: 3.70238 [401] valid_0's rmse: 3.45412 valid_1's rmse: 3.70251 [402] valid_0's rmse: 3.45368 valid_1's rmse: 3.70229 [403] valid_0's rmse: 3.45303 valid_1's rmse: 3.70233 [404] valid_0's rmse: 3.45219 valid_1's rmse: 3.70292 [405] valid_0's rmse: 3.45174 valid_1's rmse: 3.70282 [406] valid_0's rmse: 3.45111 valid_1's rmse: 3.70318 [407] valid_0's rmse: 3.45048 valid_1's rmse: 3.70302 [408] valid_0's rmse: 3.44996 valid_1's rmse: 3.7034 [409] valid_0's rmse: 3.44935 valid_1's rmse: 3.70355 [410] valid_0's rmse: 3.44892 valid_1's rmse: 3.70366 [411] valid_0's rmse: 3.44835 valid_1's rmse: 3.70352 [412] valid_0's rmse: 3.44782 valid_1's rmse: 3.70351 [413] valid_0's rmse: 3.44704 valid_1's rmse: 3.70314 [414] valid_0's rmse: 3.44645 valid_1's rmse: 3.70304 [415] valid_0's rmse: 3.44593 valid_1's rmse: 3.70286 [416] valid_0's rmse: 3.44538 valid_1's rmse: 3.70275 [417] valid_0's rmse: 3.44465 valid_1's rmse: 3.70227 [418] valid_0's rmse: 3.44423 valid_1's rmse: 3.70242 [419] valid_0's rmse: 3.44367 valid_1's rmse: 3.70213 [420] valid_0's rmse: 3.44328 valid_1's rmse: 3.70199 [421] valid_0's rmse: 3.44264 valid_1's rmse: 3.70168 [422] valid_0's rmse: 3.44192 valid_1's rmse: 3.70141 [423] valid_0's rmse: 3.44125 valid_1's rmse: 3.70119 [424] valid_0's rmse: 3.44075 valid_1's rmse: 3.70108 [425] valid_0's rmse: 3.44029 valid_1's rmse: 3.70129 [426] valid_0's rmse: 3.43981 valid_1's rmse: 3.70106 [427] valid_0's rmse: 3.43918 valid_1's rmse: 3.70068 [428] valid_0's rmse: 3.43874 valid_1's rmse: 3.70049 [429] valid_0's rmse: 3.43798 valid_1's rmse: 3.70056 [430] valid_0's rmse: 3.43738 valid_1's rmse: 3.70085 [431] valid_0's rmse: 3.43718 valid_1's rmse: 3.70077 [432] valid_0's rmse: 3.43587 valid_1's rmse: 3.69981 [433] valid_0's rmse: 3.43519 valid_1's rmse: 3.69969 [434] valid_0's rmse: 3.43484 valid_1's rmse: 3.6996 [435] valid_0's rmse: 3.43433 valid_1's rmse: 3.69932 [436] valid_0's rmse: 3.43334 valid_1's rmse: 3.69877 [437] valid_0's rmse: 3.433 valid_1's rmse: 3.69895 [438] valid_0's rmse: 3.43251 valid_1's rmse: 3.69869 [439] valid_0's rmse: 3.43212 valid_1's rmse: 3.69867 [440] valid_0's rmse: 3.43156 valid_1's rmse: 3.69851 [441] valid_0's rmse: 3.43106 valid_1's rmse: 3.69866 [442] valid_0's rmse: 3.43043 valid_1's rmse: 3.69941 [443] valid_0's rmse: 3.42984 valid_1's rmse: 3.69969 [444] valid_0's rmse: 3.42955 valid_1's rmse: 3.69975 [445] valid_0's rmse: 3.42905 valid_1's rmse: 3.69998 [446] valid_0's rmse: 3.42849 valid_1's rmse: 3.69994 [447] valid_0's rmse: 3.42804 valid_1's rmse: 3.69992 [448] valid_0's rmse: 3.42745 valid_1's rmse: 3.69996 [449] valid_0's rmse: 3.42683 valid_1's rmse: 3.69992 [450] valid_0's rmse: 3.42616 valid_1's rmse: 3.70026 [451] valid_0's rmse: 3.42582 valid_1's rmse: 3.70017 [452] valid_0's rmse: 3.42547 valid_1's rmse: 3.70006 [453] valid_0's rmse: 3.42485 valid_1's rmse: 3.70021 [454] valid_0's rmse: 3.42426 valid_1's rmse: 3.70008 [455] valid_0's rmse: 3.42379 valid_1's rmse: 3.70002 [456] valid_0's rmse: 3.42325 valid_1's rmse: 3.69986 [457] valid_0's rmse: 3.42279 valid_1's rmse: 3.7 [458] valid_0's rmse: 3.42223 valid_1's rmse: 3.69981 [459] valid_0's rmse: 3.42172 valid_1's rmse: 3.69958 [460] valid_0's rmse: 3.42108 valid_1's rmse: 3.69957 Early stopping, best iteration is: [440] valid_0's rmse: 3.43156 valid_1's rmse: 3.69851 SCORE: 3.6985144993708112 [1] valid_0's rmse: 8.97059 valid_1's rmse: 8.92918 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38018 valid_1's rmse: 8.34072 [3] valid_0's rmse: 7.85742 valid_1's rmse: 7.81903 [4] valid_0's rmse: 7.39768 valid_1's rmse: 7.35992 [5] valid_0's rmse: 6.99484 valid_1's rmse: 6.95842 [6] valid_0's rmse: 6.64428 valid_1's rmse: 6.60808 [7] valid_0's rmse: 6.33651 valid_1's rmse: 6.30161 [8] valid_0's rmse: 6.07714 valid_1's rmse: 6.04217 [9] valid_0's rmse: 5.85641 valid_1's rmse: 5.82298 [10] valid_0's rmse: 5.65456 valid_1's rmse: 5.62203 [11] valid_0's rmse: 5.48148 valid_1's rmse: 5.45003 [12] valid_0's rmse: 5.3201 valid_1's rmse: 5.28923 [13] valid_0's rmse: 5.18938 valid_1's rmse: 5.16008 [14] valid_0's rmse: 5.08619 valid_1's rmse: 5.05818 [15] valid_0's rmse: 4.98374 valid_1's rmse: 4.9563 [16] valid_0's rmse: 4.88906 valid_1's rmse: 4.86302 [17] valid_0's rmse: 4.81762 valid_1's rmse: 4.79276 [18] valid_0's rmse: 4.74731 valid_1's rmse: 4.7235 [19] valid_0's rmse: 4.67985 valid_1's rmse: 4.65701 [20] valid_0's rmse: 4.60237 valid_1's rmse: 4.57942 [21] valid_0's rmse: 4.55568 valid_1's rmse: 4.53391 [22] valid_0's rmse: 4.51177 valid_1's rmse: 4.49169 [23] valid_0's rmse: 4.46156 valid_1's rmse: 4.44214 [24] valid_0's rmse: 4.4236 valid_1's rmse: 4.40532 [25] valid_0's rmse: 4.38607 valid_1's rmse: 4.36853 [26] valid_0's rmse: 4.36118 valid_1's rmse: 4.34591 [27] valid_0's rmse: 4.3267 valid_1's rmse: 4.31166 [28] valid_0's rmse: 4.30228 valid_1's rmse: 4.2884 [29] valid_0's rmse: 4.27702 valid_1's rmse: 4.26368 [30] valid_0's rmse: 4.25662 valid_1's rmse: 4.24337 [31] valid_0's rmse: 4.23872 valid_1's rmse: 4.22621 [32] valid_0's rmse: 4.20878 valid_1's rmse: 4.19754 [33] valid_0's rmse: 4.19496 valid_1's rmse: 4.18517 [34] valid_0's rmse: 4.18213 valid_1's rmse: 4.17451 [35] valid_0's rmse: 4.16949 valid_1's rmse: 4.16336 [36] valid_0's rmse: 4.14913 valid_1's rmse: 4.1433 [37] valid_0's rmse: 4.13904 valid_1's rmse: 4.13414 [38] valid_0's rmse: 4.12395 valid_1's rmse: 4.11962 [39] valid_0's rmse: 4.1142 valid_1's rmse: 4.11187 [40] valid_0's rmse: 4.10565 valid_1's rmse: 4.10398 [41] valid_0's rmse: 4.08769 valid_1's rmse: 4.08639 [42] valid_0's rmse: 4.07273 valid_1's rmse: 4.07174 [43] valid_0's rmse: 4.06512 valid_1's rmse: 4.06501 [44] valid_0's rmse: 4.05653 valid_1's rmse: 4.05781 [45] valid_0's rmse: 4.05076 valid_1's rmse: 4.05316 [46] valid_0's rmse: 4.04414 valid_1's rmse: 4.04759 [47] valid_0's rmse: 4.03734 valid_1's rmse: 4.04149 [48] valid_0's rmse: 4.02658 valid_1's rmse: 4.03155 [49] valid_0's rmse: 4.0182 valid_1's rmse: 4.02561 [50] valid_0's rmse: 4.0102 valid_1's rmse: 4.01813 [51] valid_0's rmse: 4.00506 valid_1's rmse: 4.01542 [52] valid_0's rmse: 3.99541 valid_1's rmse: 4.00658 [53] valid_0's rmse: 3.9819 valid_1's rmse: 3.99359 [54] valid_0's rmse: 3.97605 valid_1's rmse: 3.98738 [55] valid_0's rmse: 3.96437 valid_1's rmse: 3.97579 [56] valid_0's rmse: 3.95914 valid_1's rmse: 3.97136 [57] valid_0's rmse: 3.95378 valid_1's rmse: 3.97003 [58] valid_0's rmse: 3.94782 valid_1's rmse: 3.96491 [59] valid_0's rmse: 3.94202 valid_1's rmse: 3.95997 [60] valid_0's rmse: 3.93339 valid_1's rmse: 3.95176 [61] valid_0's rmse: 3.92589 valid_1's rmse: 3.94542 [62] valid_0's rmse: 3.92206 valid_1's rmse: 3.94307 [63] valid_0's rmse: 3.9182 valid_1's rmse: 3.93989 [64] valid_0's rmse: 3.91234 valid_1's rmse: 3.93458 [65] valid_0's rmse: 3.90391 valid_1's rmse: 3.92653 [66] valid_0's rmse: 3.89775 valid_1's rmse: 3.9211 [67] valid_0's rmse: 3.89486 valid_1's rmse: 3.91903 [68] valid_0's rmse: 3.88934 valid_1's rmse: 3.91414 [69] valid_0's rmse: 3.88248 valid_1's rmse: 3.90761 [70] valid_0's rmse: 3.87766 valid_1's rmse: 3.9031 [71] valid_0's rmse: 3.87384 valid_1's rmse: 3.89965 [72] valid_0's rmse: 3.86992 valid_1's rmse: 3.89679 [73] valid_0's rmse: 3.86642 valid_1's rmse: 3.89625 [74] valid_0's rmse: 3.86389 valid_1's rmse: 3.89465 [75] valid_0's rmse: 3.86125 valid_1's rmse: 3.89393 [76] valid_0's rmse: 3.85503 valid_1's rmse: 3.88783 [77] valid_0's rmse: 3.85122 valid_1's rmse: 3.88492 [78] valid_0's rmse: 3.84535 valid_1's rmse: 3.87995 [79] valid_0's rmse: 3.84293 valid_1's rmse: 3.87801 [80] valid_0's rmse: 3.83778 valid_1's rmse: 3.87331 [81] valid_0's rmse: 3.8354 valid_1's rmse: 3.87167 [82] valid_0's rmse: 3.83283 valid_1's rmse: 3.871 [83] valid_0's rmse: 3.82858 valid_1's rmse: 3.86875 [84] valid_0's rmse: 3.82528 valid_1's rmse: 3.86751 [85] valid_0's rmse: 3.8179 valid_1's rmse: 3.86042 [86] valid_0's rmse: 3.81409 valid_1's rmse: 3.85711 [87] valid_0's rmse: 3.81051 valid_1's rmse: 3.8544 [88] valid_0's rmse: 3.80828 valid_1's rmse: 3.85327 [89] valid_0's rmse: 3.80477 valid_1's rmse: 3.85036 [90] valid_0's rmse: 3.80135 valid_1's rmse: 3.84729 [91] valid_0's rmse: 3.79752 valid_1's rmse: 3.84369 [92] valid_0's rmse: 3.79535 valid_1's rmse: 3.84188 [93] valid_0's rmse: 3.79056 valid_1's rmse: 3.83778 [94] valid_0's rmse: 3.78724 valid_1's rmse: 3.83609 [95] valid_0's rmse: 3.78364 valid_1's rmse: 3.83321 [96] valid_0's rmse: 3.78159 valid_1's rmse: 3.832 [97] valid_0's rmse: 3.77932 valid_1's rmse: 3.83155 [98] valid_0's rmse: 3.77538 valid_1's rmse: 3.82798 [99] valid_0's rmse: 3.77171 valid_1's rmse: 3.82472 [100] valid_0's rmse: 3.76936 valid_1's rmse: 3.82334 [101] valid_0's rmse: 3.76651 valid_1's rmse: 3.82052 [102] valid_0's rmse: 3.76181 valid_1's rmse: 3.8159 [103] valid_0's rmse: 3.76039 valid_1's rmse: 3.81521 [104] valid_0's rmse: 3.75755 valid_1's rmse: 3.81322 [105] valid_0's rmse: 3.75421 valid_1's rmse: 3.81026 [106] valid_0's rmse: 3.75228 valid_1's rmse: 3.80957 [107] valid_0's rmse: 3.7502 valid_1's rmse: 3.80807 [108] valid_0's rmse: 3.74833 valid_1's rmse: 3.80719 [109] valid_0's rmse: 3.74557 valid_1's rmse: 3.80495 [110] valid_0's rmse: 3.74349 valid_1's rmse: 3.80398 [111] valid_0's rmse: 3.74085 valid_1's rmse: 3.80257 [112] valid_0's rmse: 3.73821 valid_1's rmse: 3.8004 [113] valid_0's rmse: 3.73614 valid_1's rmse: 3.79989 [114] valid_0's rmse: 3.7332 valid_1's rmse: 3.79803 [115] valid_0's rmse: 3.73178 valid_1's rmse: 3.79708 [116] valid_0's rmse: 3.72926 valid_1's rmse: 3.79607 [117] valid_0's rmse: 3.72518 valid_1's rmse: 3.79254 [118] valid_0's rmse: 3.72372 valid_1's rmse: 3.79184 [119] valid_0's rmse: 3.72209 valid_1's rmse: 3.7909 [120] valid_0's rmse: 3.7196 valid_1's rmse: 3.78899 [121] valid_0's rmse: 3.71801 valid_1's rmse: 3.78793 [122] valid_0's rmse: 3.71658 valid_1's rmse: 3.78719 [123] valid_0's rmse: 3.71482 valid_1's rmse: 3.78627 [124] valid_0's rmse: 3.71217 valid_1's rmse: 3.78461 [125] valid_0's rmse: 3.71046 valid_1's rmse: 3.7838 [126] valid_0's rmse: 3.70739 valid_1's rmse: 3.78097 [127] valid_0's rmse: 3.70595 valid_1's rmse: 3.78035 [128] valid_0's rmse: 3.70403 valid_1's rmse: 3.77823 [129] valid_0's rmse: 3.7026 valid_1's rmse: 3.77765 [130] valid_0's rmse: 3.70052 valid_1's rmse: 3.77669 [131] valid_0's rmse: 3.69926 valid_1's rmse: 3.77596 [132] valid_0's rmse: 3.69709 valid_1's rmse: 3.77385 [133] valid_0's rmse: 3.69566 valid_1's rmse: 3.7732 [134] valid_0's rmse: 3.69301 valid_1's rmse: 3.77163 [135] valid_0's rmse: 3.69175 valid_1's rmse: 3.77138 [136] valid_0's rmse: 3.69064 valid_1's rmse: 3.77116 [137] valid_0's rmse: 3.68885 valid_1's rmse: 3.7698 [138] valid_0's rmse: 3.68715 valid_1's rmse: 3.76932 [139] valid_0's rmse: 3.68507 valid_1's rmse: 3.76792 [140] valid_0's rmse: 3.68301 valid_1's rmse: 3.76787 [141] valid_0's rmse: 3.68083 valid_1's rmse: 3.76617 [142] valid_0's rmse: 3.67761 valid_1's rmse: 3.7631 [143] valid_0's rmse: 3.67537 valid_1's rmse: 3.76327 [144] valid_0's rmse: 3.6739 valid_1's rmse: 3.76267 [145] valid_0's rmse: 3.67206 valid_1's rmse: 3.76158 [146] valid_0's rmse: 3.66932 valid_1's rmse: 3.76056 [147] valid_0's rmse: 3.66783 valid_1's rmse: 3.75965 [148] valid_0's rmse: 3.66636 valid_1's rmse: 3.75929 [149] valid_0's rmse: 3.66423 valid_1's rmse: 3.75767 [150] valid_0's rmse: 3.66282 valid_1's rmse: 3.75668 [151] valid_0's rmse: 3.66052 valid_1's rmse: 3.75504 [152] 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[356] valid_0's rmse: 3.44931 valid_1's rmse: 3.68288 [357] valid_0's rmse: 3.44889 valid_1's rmse: 3.68299 [358] valid_0's rmse: 3.44819 valid_1's rmse: 3.68278 [359] valid_0's rmse: 3.44756 valid_1's rmse: 3.68269 [360] valid_0's rmse: 3.44646 valid_1's rmse: 3.68318 [361] valid_0's rmse: 3.44596 valid_1's rmse: 3.68316 [362] valid_0's rmse: 3.44535 valid_1's rmse: 3.68297 [363] valid_0's rmse: 3.44496 valid_1's rmse: 3.68285 [364] valid_0's rmse: 3.4444 valid_1's rmse: 3.68285 [365] valid_0's rmse: 3.4438 valid_1's rmse: 3.68262 [366] valid_0's rmse: 3.44311 valid_1's rmse: 3.68249 [367] valid_0's rmse: 3.44225 valid_1's rmse: 3.68202 [368] valid_0's rmse: 3.44163 valid_1's rmse: 3.682 [369] valid_0's rmse: 3.44124 valid_1's rmse: 3.68184 [370] valid_0's rmse: 3.44037 valid_1's rmse: 3.68151 [371] valid_0's rmse: 3.44006 valid_1's rmse: 3.68149 [372] valid_0's rmse: 3.43944 valid_1's rmse: 3.68134 [373] valid_0's rmse: 3.43897 valid_1's rmse: 3.68115 [374] valid_0's rmse: 3.43854 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rmse: 3.64884 [671] valid_0's rmse: 3.28708 valid_1's rmse: 3.64876 [672] valid_0's rmse: 3.28688 valid_1's rmse: 3.64864 [673] valid_0's rmse: 3.28641 valid_1's rmse: 3.64868 [674] valid_0's rmse: 3.28598 valid_1's rmse: 3.64913 [675] valid_0's rmse: 3.28542 valid_1's rmse: 3.64899 [676] valid_0's rmse: 3.28493 valid_1's rmse: 3.64882 [677] valid_0's rmse: 3.28401 valid_1's rmse: 3.64843 [678] valid_0's rmse: 3.28376 valid_1's rmse: 3.64852 [679] valid_0's rmse: 3.28336 valid_1's rmse: 3.64851 [680] valid_0's rmse: 3.28305 valid_1's rmse: 3.64837 [681] valid_0's rmse: 3.28271 valid_1's rmse: 3.64851 [682] valid_0's rmse: 3.28232 valid_1's rmse: 3.64877 [683] valid_0's rmse: 3.28196 valid_1's rmse: 3.64871 [684] valid_0's rmse: 3.28168 valid_1's rmse: 3.64868 [685] valid_0's rmse: 3.28131 valid_1's rmse: 3.64849 [686] valid_0's rmse: 3.28098 valid_1's rmse: 3.64895 [687] valid_0's rmse: 3.28069 valid_1's rmse: 3.64903 [688] valid_0's rmse: 3.28046 valid_1's rmse: 3.64893 [689] valid_0's rmse: 3.28006 valid_1's rmse: 3.64886 [690] valid_0's rmse: 3.27988 valid_1's rmse: 3.64879 [691] valid_0's rmse: 3.27959 valid_1's rmse: 3.64866 [692] valid_0's rmse: 3.2791 valid_1's rmse: 3.64865 [693] valid_0's rmse: 3.27862 valid_1's rmse: 3.64844 [694] valid_0's rmse: 3.27814 valid_1's rmse: 3.64826 [695] valid_0's rmse: 3.27771 valid_1's rmse: 3.64822 [696] valid_0's rmse: 3.27734 valid_1's rmse: 3.64821 [697] valid_0's rmse: 3.27709 valid_1's rmse: 3.64809 [698] valid_0's rmse: 3.27679 valid_1's rmse: 3.648 [699] valid_0's rmse: 3.27643 valid_1's rmse: 3.64799 [700] valid_0's rmse: 3.27587 valid_1's rmse: 3.64771 [701] valid_0's rmse: 3.27563 valid_1's rmse: 3.64765 [702] valid_0's rmse: 3.27516 valid_1's rmse: 3.64744 [703] valid_0's rmse: 3.2748 valid_1's rmse: 3.64741 [704] valid_0's rmse: 3.27405 valid_1's rmse: 3.64703 [705] valid_0's rmse: 3.27364 valid_1's rmse: 3.64684 [706] valid_0's rmse: 3.27329 valid_1's rmse: 3.64665 [707] valid_0's rmse: 3.27297 valid_1's rmse: 3.64669 [708] valid_0's rmse: 3.27256 valid_1's rmse: 3.64691 [709] valid_0's rmse: 3.27194 valid_1's rmse: 3.6466 [710] valid_0's rmse: 3.27159 valid_1's rmse: 3.64657 [711] valid_0's rmse: 3.27126 valid_1's rmse: 3.64657 [712] valid_0's rmse: 3.27088 valid_1's rmse: 3.64659 [713] valid_0's rmse: 3.27052 valid_1's rmse: 3.64659 [714] valid_0's rmse: 3.27017 valid_1's rmse: 3.64651 [715] valid_0's rmse: 3.26971 valid_1's rmse: 3.64651 [716] valid_0's rmse: 3.26938 valid_1's rmse: 3.64642 [717] valid_0's rmse: 3.26905 valid_1's rmse: 3.6464 [718] valid_0's rmse: 3.26865 valid_1's rmse: 3.64646 [719] valid_0's rmse: 3.26811 valid_1's rmse: 3.64624 [720] valid_0's rmse: 3.26766 valid_1's rmse: 3.64616 [721] valid_0's rmse: 3.26724 valid_1's rmse: 3.64641 [722] valid_0's rmse: 3.26691 valid_1's rmse: 3.64637 [723] valid_0's rmse: 3.26666 valid_1's rmse: 3.64635 [724] valid_0's rmse: 3.26632 valid_1's rmse: 3.64643 [725] valid_0's rmse: 3.26595 valid_1's rmse: 3.64625 [726] valid_0's rmse: 3.26546 valid_1's rmse: 3.64623 [727] valid_0's rmse: 3.26519 valid_1's rmse: 3.64628 [728] valid_0's rmse: 3.26499 valid_1's rmse: 3.64629 [729] valid_0's rmse: 3.26442 valid_1's rmse: 3.64607 [730] valid_0's rmse: 3.26419 valid_1's rmse: 3.646 [731] valid_0's rmse: 3.26401 valid_1's rmse: 3.64593 [732] valid_0's rmse: 3.26368 valid_1's rmse: 3.64593 [733] valid_0's rmse: 3.26319 valid_1's rmse: 3.64596 [734] valid_0's rmse: 3.26274 valid_1's rmse: 3.64578 [735] valid_0's rmse: 3.26237 valid_1's rmse: 3.64587 [736] valid_0's rmse: 3.262 valid_1's rmse: 3.64584 [737] valid_0's rmse: 3.26158 valid_1's rmse: 3.64579 [738] valid_0's rmse: 3.26117 valid_1's rmse: 3.64562 [739] valid_0's rmse: 3.26091 valid_1's rmse: 3.64551 [740] valid_0's rmse: 3.26036 valid_1's rmse: 3.64522 [741] valid_0's rmse: 3.25999 valid_1's rmse: 3.64542 [742] valid_0's rmse: 3.25948 valid_1's rmse: 3.6455 [743] valid_0's rmse: 3.25888 valid_1's rmse: 3.64533 [744] valid_0's rmse: 3.25858 valid_1's rmse: 3.64525 [745] valid_0's rmse: 3.25814 valid_1's rmse: 3.64557 [746] valid_0's rmse: 3.25776 valid_1's rmse: 3.64558 [747] valid_0's rmse: 3.25729 valid_1's rmse: 3.64541 [748] valid_0's rmse: 3.25698 valid_1's rmse: 3.64546 [749] valid_0's rmse: 3.25664 valid_1's rmse: 3.64549 [750] valid_0's rmse: 3.25621 valid_1's rmse: 3.64552 [751] valid_0's rmse: 3.25594 valid_1's rmse: 3.6455 [752] valid_0's rmse: 3.25557 valid_1's rmse: 3.64556 [753] valid_0's rmse: 3.25532 valid_1's rmse: 3.6455 [754] valid_0's rmse: 3.25504 valid_1's rmse: 3.64547 [755] valid_0's rmse: 3.25461 valid_1's rmse: 3.64533 [756] valid_0's rmse: 3.2543 valid_1's rmse: 3.64524 [757] valid_0's rmse: 3.25399 valid_1's rmse: 3.6452 [758] valid_0's rmse: 3.25363 valid_1's rmse: 3.64517 [759] valid_0's rmse: 3.25327 valid_1's rmse: 3.64513 [760] valid_0's rmse: 3.25297 valid_1's rmse: 3.64523 [761] valid_0's rmse: 3.25253 valid_1's rmse: 3.64562 [762] valid_0's rmse: 3.2522 valid_1's rmse: 3.64567 [763] valid_0's rmse: 3.25175 valid_1's rmse: 3.64562 [764] valid_0's rmse: 3.25155 valid_1's rmse: 3.64566 [765] valid_0's rmse: 3.25112 valid_1's rmse: 3.64574 [766] valid_0's rmse: 3.25081 valid_1's rmse: 3.64558 [767] valid_0's rmse: 3.25061 valid_1's rmse: 3.64551 [768] valid_0's rmse: 3.25023 valid_1's rmse: 3.64555 [769] valid_0's rmse: 3.24983 valid_1's rmse: 3.64544 [770] valid_0's rmse: 3.24941 valid_1's rmse: 3.64543 [771] valid_0's rmse: 3.24905 valid_1's rmse: 3.64528 [772] valid_0's rmse: 3.24863 valid_1's rmse: 3.64511 [773] valid_0's rmse: 3.24818 valid_1's rmse: 3.64499 [774] valid_0's rmse: 3.24774 valid_1's rmse: 3.64477 [775] valid_0's rmse: 3.24746 valid_1's rmse: 3.64467 [776] valid_0's rmse: 3.24707 valid_1's rmse: 3.64442 [777] valid_0's rmse: 3.24672 valid_1's rmse: 3.64431 [778] valid_0's rmse: 3.24645 valid_1's rmse: 3.64422 [779] valid_0's rmse: 3.24615 valid_1's rmse: 3.64436 [780] valid_0's rmse: 3.24576 valid_1's rmse: 3.64434 [781] valid_0's rmse: 3.24552 valid_1's rmse: 3.64425 [782] valid_0's rmse: 3.24509 valid_1's rmse: 3.64419 [783] valid_0's rmse: 3.2449 valid_1's rmse: 3.64422 [784] valid_0's rmse: 3.24465 valid_1's rmse: 3.64417 [785] valid_0's rmse: 3.24427 valid_1's rmse: 3.64416 [786] valid_0's rmse: 3.24382 valid_1's rmse: 3.64418 [787] valid_0's rmse: 3.24356 valid_1's rmse: 3.64421 [788] valid_0's rmse: 3.24308 valid_1's rmse: 3.64395 [789] valid_0's rmse: 3.24274 valid_1's rmse: 3.6439 [790] valid_0's rmse: 3.24235 valid_1's rmse: 3.64373 [791] valid_0's rmse: 3.24181 valid_1's rmse: 3.64347 [792] valid_0's rmse: 3.24148 valid_1's rmse: 3.64334 [793] valid_0's rmse: 3.24114 valid_1's rmse: 3.6433 [794] valid_0's rmse: 3.24088 valid_1's rmse: 3.64322 [795] valid_0's rmse: 3.2405 valid_1's rmse: 3.64315 [796] valid_0's rmse: 3.24017 valid_1's rmse: 3.64308 [797] valid_0's rmse: 3.23988 valid_1's rmse: 3.64316 [798] valid_0's rmse: 3.23956 valid_1's rmse: 3.64319 [799] valid_0's rmse: 3.23921 valid_1's rmse: 3.64324 [800] valid_0's rmse: 3.23896 valid_1's rmse: 3.64315 [801] valid_0's rmse: 3.23866 valid_1's rmse: 3.64308 [802] valid_0's rmse: 3.23817 valid_1's rmse: 3.64305 [803] valid_0's rmse: 3.23785 valid_1's rmse: 3.64284 [804] valid_0's rmse: 3.23753 valid_1's rmse: 3.64281 [805] valid_0's rmse: 3.23734 valid_1's rmse: 3.64276 [806] valid_0's rmse: 3.2369 valid_1's rmse: 3.64273 [807] valid_0's rmse: 3.23652 valid_1's rmse: 3.64285 [808] valid_0's rmse: 3.23618 valid_1's rmse: 3.64288 [809] valid_0's rmse: 3.23578 valid_1's rmse: 3.64273 [810] valid_0's rmse: 3.23551 valid_1's rmse: 3.64273 [811] valid_0's rmse: 3.23522 valid_1's rmse: 3.64266 [812] valid_0's rmse: 3.23481 valid_1's rmse: 3.6426 [813] valid_0's rmse: 3.23413 valid_1's rmse: 3.64259 [814] valid_0's rmse: 3.23393 valid_1's rmse: 3.64258 [815] valid_0's rmse: 3.23372 valid_1's rmse: 3.64273 [816] valid_0's rmse: 3.23349 valid_1's rmse: 3.64271 [817] valid_0's rmse: 3.23329 valid_1's rmse: 3.64264 [818] valid_0's rmse: 3.23302 valid_1's rmse: 3.64274 [819] valid_0's rmse: 3.23285 valid_1's rmse: 3.64275 [820] valid_0's rmse: 3.23248 valid_1's rmse: 3.64262 [821] valid_0's rmse: 3.232 valid_1's rmse: 3.64253 [822] valid_0's rmse: 3.23164 valid_1's rmse: 3.64238 [823] valid_0's rmse: 3.23139 valid_1's rmse: 3.64233 [824] valid_0's rmse: 3.23105 valid_1's rmse: 3.64239 [825] valid_0's rmse: 3.23057 valid_1's rmse: 3.64271 [826] valid_0's rmse: 3.23023 valid_1's rmse: 3.64265 [827] valid_0's rmse: 3.22992 valid_1's rmse: 3.64255 [828] valid_0's rmse: 3.22958 valid_1's rmse: 3.64241 [829] valid_0's rmse: 3.22935 valid_1's rmse: 3.64234 [830] valid_0's rmse: 3.22891 valid_1's rmse: 3.64219 [831] valid_0's rmse: 3.22858 valid_1's rmse: 3.64202 [832] valid_0's rmse: 3.22815 valid_1's rmse: 3.6417 [833] valid_0's rmse: 3.22802 valid_1's rmse: 3.64171 [834] valid_0's rmse: 3.22748 valid_1's rmse: 3.64166 [835] valid_0's rmse: 3.22704 valid_1's rmse: 3.6415 [836] valid_0's rmse: 3.22684 valid_1's rmse: 3.64141 [837] valid_0's rmse: 3.22661 valid_1's rmse: 3.64138 [838] valid_0's rmse: 3.22622 valid_1's rmse: 3.64127 [839] valid_0's rmse: 3.22582 valid_1's rmse: 3.64109 [840] valid_0's rmse: 3.22548 valid_1's rmse: 3.64119 [841] valid_0's rmse: 3.22518 valid_1's rmse: 3.64115 [842] valid_0's rmse: 3.22494 valid_1's rmse: 3.64115 [843] valid_0's rmse: 3.22473 valid_1's rmse: 3.64114 [844] valid_0's rmse: 3.22432 valid_1's rmse: 3.64097 [845] valid_0's rmse: 3.22408 valid_1's rmse: 3.64095 [846] valid_0's rmse: 3.2239 valid_1's rmse: 3.64098 [847] valid_0's rmse: 3.22359 valid_1's rmse: 3.64101 [848] valid_0's rmse: 3.22335 valid_1's rmse: 3.64097 [849] valid_0's rmse: 3.2231 valid_1's rmse: 3.64094 [850] valid_0's rmse: 3.22278 valid_1's rmse: 3.64097 [851] valid_0's rmse: 3.22235 valid_1's rmse: 3.64106 [852] valid_0's rmse: 3.22218 valid_1's rmse: 3.64104 [853] valid_0's rmse: 3.22188 valid_1's rmse: 3.641 [854] valid_0's rmse: 3.22171 valid_1's rmse: 3.64097 [855] valid_0's rmse: 3.22144 valid_1's rmse: 3.64083 [856] valid_0's rmse: 3.22101 valid_1's rmse: 3.64088 [857] valid_0's rmse: 3.22041 valid_1's rmse: 3.64068 [858] valid_0's rmse: 3.22024 valid_1's rmse: 3.64058 [859] valid_0's rmse: 3.21999 valid_1's rmse: 3.64054 [860] valid_0's rmse: 3.21974 valid_1's rmse: 3.64055 [861] valid_0's rmse: 3.21947 valid_1's rmse: 3.64047 [862] valid_0's rmse: 3.21919 valid_1's rmse: 3.64049 [863] valid_0's rmse: 3.21892 valid_1's rmse: 3.64041 [864] valid_0's rmse: 3.21864 valid_1's rmse: 3.64043 [865] valid_0's rmse: 3.21833 valid_1's rmse: 3.64042 [866] valid_0's rmse: 3.21816 valid_1's rmse: 3.64038 [867] valid_0's rmse: 3.21791 valid_1's rmse: 3.64035 [868] valid_0's rmse: 3.21753 valid_1's rmse: 3.64014 [869] valid_0's rmse: 3.21725 valid_1's rmse: 3.64012 [870] valid_0's rmse: 3.21698 valid_1's rmse: 3.6401 [871] valid_0's rmse: 3.21676 valid_1's rmse: 3.64002 [872] valid_0's rmse: 3.21645 valid_1's rmse: 3.63981 [873] valid_0's rmse: 3.21622 valid_1's rmse: 3.63977 [874] valid_0's rmse: 3.21581 valid_1's rmse: 3.63975 [875] valid_0's rmse: 3.2155 valid_1's rmse: 3.63973 [876] valid_0's rmse: 3.21534 valid_1's rmse: 3.63964 [877] valid_0's rmse: 3.21515 valid_1's rmse: 3.63966 [878] valid_0's rmse: 3.21479 valid_1's rmse: 3.63986 [879] valid_0's rmse: 3.21453 valid_1's rmse: 3.63984 [880] valid_0's rmse: 3.21414 valid_1's rmse: 3.63959 [881] valid_0's rmse: 3.21385 valid_1's rmse: 3.6395 [882] valid_0's rmse: 3.2135 valid_1's rmse: 3.63941 [883] valid_0's rmse: 3.2133 valid_1's rmse: 3.63939 [884] valid_0's rmse: 3.21297 valid_1's rmse: 3.63945 [885] valid_0's rmse: 3.2127 valid_1's rmse: 3.63935 [886] valid_0's rmse: 3.21243 valid_1's rmse: 3.6394 [887] valid_0's rmse: 3.21215 valid_1's rmse: 3.63928 [888] valid_0's rmse: 3.21149 valid_1's rmse: 3.63908 [889] valid_0's rmse: 3.21105 valid_1's rmse: 3.639 [890] valid_0's rmse: 3.21052 valid_1's rmse: 3.6388 [891] valid_0's rmse: 3.21015 valid_1's rmse: 3.63874 [892] valid_0's rmse: 3.20972 valid_1's rmse: 3.63855 [893] valid_0's rmse: 3.20938 valid_1's rmse: 3.63853 [894] valid_0's rmse: 3.20898 valid_1's rmse: 3.63851 [895] valid_0's rmse: 3.20871 valid_1's rmse: 3.63849 [896] valid_0's rmse: 3.20816 valid_1's rmse: 3.63815 [897] valid_0's rmse: 3.2079 valid_1's rmse: 3.6381 [898] valid_0's rmse: 3.20761 valid_1's rmse: 3.63803 [899] valid_0's rmse: 3.20721 valid_1's rmse: 3.638 [900] valid_0's rmse: 3.20623 valid_1's rmse: 3.63772 [901] valid_0's rmse: 3.20593 valid_1's rmse: 3.63769 [902] valid_0's rmse: 3.20558 valid_1's rmse: 3.63773 [903] valid_0's rmse: 3.20509 valid_1's rmse: 3.63759 [904] valid_0's rmse: 3.20482 valid_1's rmse: 3.63744 [905] valid_0's rmse: 3.20453 valid_1's rmse: 3.63738 [906] valid_0's rmse: 3.20425 valid_1's rmse: 3.63739 [907] valid_0's rmse: 3.2038 valid_1's rmse: 3.63714 [908] valid_0's rmse: 3.20358 valid_1's rmse: 3.63707 [909] valid_0's rmse: 3.2033 valid_1's rmse: 3.63713 [910] valid_0's rmse: 3.20312 valid_1's rmse: 3.63712 [911] valid_0's rmse: 3.20278 valid_1's rmse: 3.63707 [912] valid_0's rmse: 3.20241 valid_1's rmse: 3.63696 [913] valid_0's rmse: 3.20173 valid_1's rmse: 3.63681 [914] valid_0's rmse: 3.20141 valid_1's rmse: 3.63673 [915] valid_0's rmse: 3.2012 valid_1's rmse: 3.63666 [916] valid_0's rmse: 3.2006 valid_1's rmse: 3.63642 [917] valid_0's rmse: 3.2002 valid_1's rmse: 3.63656 [918] valid_0's rmse: 3.19987 valid_1's rmse: 3.63643 [919] valid_0's rmse: 3.19968 valid_1's rmse: 3.63641 [920] valid_0's rmse: 3.1995 valid_1's rmse: 3.63648 [921] valid_0's rmse: 3.19923 valid_1's rmse: 3.63643 [922] valid_0's rmse: 3.19889 valid_1's rmse: 3.6363 [923] valid_0's rmse: 3.19858 valid_1's rmse: 3.63635 [924] valid_0's rmse: 3.19823 valid_1's rmse: 3.63643 [925] valid_0's rmse: 3.19793 valid_1's rmse: 3.63641 [926] valid_0's rmse: 3.19768 valid_1's rmse: 3.63622 [927] valid_0's rmse: 3.19738 valid_1's rmse: 3.63617 [928] valid_0's rmse: 3.19708 valid_1's rmse: 3.63619 [929] valid_0's rmse: 3.19688 valid_1's rmse: 3.63623 [930] valid_0's rmse: 3.19662 valid_1's rmse: 3.63626 [931] valid_0's rmse: 3.19622 valid_1's rmse: 3.6364 [932] valid_0's rmse: 3.19594 valid_1's rmse: 3.63656 [933] valid_0's rmse: 3.19571 valid_1's rmse: 3.63651 [934] valid_0's rmse: 3.19546 valid_1's rmse: 3.63646 [935] valid_0's rmse: 3.19525 valid_1's rmse: 3.63643 [936] valid_0's rmse: 3.19491 valid_1's rmse: 3.63655 [937] valid_0's rmse: 3.19456 valid_1's rmse: 3.63661 [938] valid_0's rmse: 3.19424 valid_1's rmse: 3.63677 [939] valid_0's rmse: 3.19388 valid_1's rmse: 3.63673 [940] valid_0's rmse: 3.19345 valid_1's rmse: 3.63648 [941] valid_0's rmse: 3.19327 valid_1's rmse: 3.63638 [942] valid_0's rmse: 3.19296 valid_1's rmse: 3.63632 [943] valid_0's rmse: 3.19276 valid_1's rmse: 3.63639 [944] valid_0's rmse: 3.19246 valid_1's rmse: 3.63625 [945] valid_0's rmse: 3.192 valid_1's rmse: 3.63635 [946] valid_0's rmse: 3.19163 valid_1's rmse: 3.63634 [947] valid_0's rmse: 3.19136 valid_1's rmse: 3.63624 Early stopping, best iteration is: [927] valid_0's rmse: 3.19738 valid_1's rmse: 3.63617 SCORE: 3.636170116580168 [1] valid_0's rmse: 8.97695 valid_1's rmse: 8.93659 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38267 valid_1's rmse: 8.34326 [3] valid_0's rmse: 7.86091 valid_1's rmse: 7.82278 [4] valid_0's rmse: 7.39674 valid_1's rmse: 7.35996 [5] valid_0's rmse: 6.99786 valid_1's rmse: 6.96253 [6] valid_0's rmse: 6.64844 valid_1's rmse: 6.61374 [7] valid_0's rmse: 6.36002 valid_1's rmse: 6.32603 [8] valid_0's rmse: 6.10186 valid_1's rmse: 6.06851 [9] valid_0's rmse: 5.86579 valid_1's rmse: 5.83421 [10] valid_0's rmse: 5.66154 valid_1's rmse: 5.63071 [11] valid_0's rmse: 5.49928 valid_1's rmse: 5.4698 [12] valid_0's rmse: 5.34131 valid_1's rmse: 5.31239 [13] valid_0's rmse: 5.20977 valid_1's rmse: 5.18159 [14] valid_0's rmse: 5.09922 valid_1's rmse: 5.07213 [15] valid_0's rmse: 4.98817 valid_1's rmse: 4.96208 [16] valid_0's rmse: 4.90406 valid_1's rmse: 4.87859 [17] valid_0's rmse: 4.80539 valid_1's rmse: 4.77994 [18] valid_0's rmse: 4.74046 valid_1's rmse: 4.71565 [19] valid_0's rmse: 4.66278 valid_1's rmse: 4.639 [20] valid_0's rmse: 4.60644 valid_1's rmse: 4.58252 [21] valid_0's rmse: 4.56183 valid_1's rmse: 4.53889 [22] valid_0's rmse: 4.52419 valid_1's rmse: 4.50229 [23] valid_0's rmse: 4.48756 valid_1's rmse: 4.46631 [24] valid_0's rmse: 4.46003 valid_1's rmse: 4.43932 [25] valid_0's rmse: 4.41912 valid_1's rmse: 4.39936 [26] valid_0's rmse: 4.37811 valid_1's rmse: 4.35889 [27] valid_0's rmse: 4.35429 valid_1's rmse: 4.33677 [28] valid_0's rmse: 4.31752 valid_1's rmse: 4.30008 [29] valid_0's rmse: 4.29484 valid_1's rmse: 4.27731 [30] valid_0's rmse: 4.27187 valid_1's rmse: 4.25483 [31] valid_0's rmse: 4.25187 valid_1's rmse: 4.23494 [32] valid_0's rmse: 4.22872 valid_1's rmse: 4.2126 [33] valid_0's rmse: 4.20877 valid_1's rmse: 4.19306 [34] valid_0's rmse: 4.18204 valid_1's rmse: 4.16671 [35] valid_0's rmse: 4.16392 valid_1's rmse: 4.14982 [36] valid_0's rmse: 4.15213 valid_1's rmse: 4.13838 [37] valid_0's rmse: 4.1421 valid_1's rmse: 4.12926 [38] valid_0's rmse: 4.13122 valid_1's rmse: 4.12009 [39] valid_0's rmse: 4.12498 valid_1's rmse: 4.11498 [40] valid_0's rmse: 4.10679 valid_1's rmse: 4.09716 [41] valid_0's rmse: 4.09914 valid_1's rmse: 4.09069 [42] valid_0's rmse: 4.08693 valid_1's rmse: 4.07881 [43] valid_0's rmse: 4.07866 valid_1's rmse: 4.0722 [44] valid_0's rmse: 4.06272 valid_1's rmse: 4.05627 [45] valid_0's rmse: 4.05537 valid_1's rmse: 4.052 [46] valid_0's rmse: 4.04871 valid_1's rmse: 4.0456 [47] valid_0's rmse: 4.04367 valid_1's rmse: 4.04292 [48] valid_0's rmse: 4.03513 valid_1's rmse: 4.03433 [49] valid_0's rmse: 4.02817 valid_1's rmse: 4.02828 [50] valid_0's rmse: 4.01746 valid_1's rmse: 4.01846 [51] valid_0's rmse: 4.00846 valid_1's rmse: 4.01011 [52] valid_0's rmse: 4.00186 valid_1's rmse: 4.00641 [53] valid_0's rmse: 3.99714 valid_1's rmse: 4.00307 [54] valid_0's rmse: 3.99113 valid_1's rmse: 3.99781 [55] valid_0's rmse: 3.9844 valid_1's rmse: 3.99123 [56] valid_0's rmse: 3.97849 valid_1's rmse: 3.98583 [57] valid_0's rmse: 3.9751 valid_1's rmse: 3.98341 [58] valid_0's rmse: 3.96811 valid_1's rmse: 3.97679 [59] valid_0's rmse: 3.96177 valid_1's rmse: 3.97061 [60] valid_0's rmse: 3.95363 valid_1's rmse: 3.96305 [61] valid_0's rmse: 3.9419 valid_1's rmse: 3.95222 [62] valid_0's rmse: 3.9366 valid_1's rmse: 3.94901 [63] valid_0's rmse: 3.93212 valid_1's rmse: 3.94578 [64] valid_0's rmse: 3.92836 valid_1's rmse: 3.94371 [65] valid_0's rmse: 3.92327 valid_1's rmse: 3.93886 [66] valid_0's rmse: 3.91926 valid_1's rmse: 3.93512 [67] valid_0's rmse: 3.91029 valid_1's rmse: 3.92617 [68] valid_0's rmse: 3.90798 valid_1's rmse: 3.92488 [69] valid_0's rmse: 3.90291 valid_1's rmse: 3.92056 [70] valid_0's rmse: 3.89845 valid_1's rmse: 3.91663 [71] valid_0's rmse: 3.89245 valid_1's rmse: 3.91116 [72] valid_0's rmse: 3.88679 valid_1's rmse: 3.90607 [73] valid_0's rmse: 3.88362 valid_1's rmse: 3.90452 [74] valid_0's rmse: 3.88008 valid_1's rmse: 3.90228 [75] valid_0's rmse: 3.87655 valid_1's rmse: 3.90004 [76] valid_0's rmse: 3.87214 valid_1's rmse: 3.89588 [77] valid_0's rmse: 3.86792 valid_1's rmse: 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[783] valid_0's rmse: 3.28071 valid_1's rmse: 3.64908 [784] valid_0's rmse: 3.28034 valid_1's rmse: 3.64908 [785] valid_0's rmse: 3.27984 valid_1's rmse: 3.64906 [786] valid_0's rmse: 3.27967 valid_1's rmse: 3.64903 [787] valid_0's rmse: 3.27941 valid_1's rmse: 3.64901 [788] valid_0's rmse: 3.27911 valid_1's rmse: 3.649 [789] valid_0's rmse: 3.27872 valid_1's rmse: 3.64891 [790] valid_0's rmse: 3.27844 valid_1's rmse: 3.64894 [791] valid_0's rmse: 3.27799 valid_1's rmse: 3.64894 [792] valid_0's rmse: 3.27782 valid_1's rmse: 3.64887 [793] valid_0's rmse: 3.27744 valid_1's rmse: 3.64873 [794] valid_0's rmse: 3.27707 valid_1's rmse: 3.64875 [795] valid_0's rmse: 3.27678 valid_1's rmse: 3.64872 [796] valid_0's rmse: 3.27659 valid_1's rmse: 3.64873 [797] valid_0's rmse: 3.27628 valid_1's rmse: 3.64879 [798] valid_0's rmse: 3.27603 valid_1's rmse: 3.64901 [799] valid_0's rmse: 3.27561 valid_1's rmse: 3.64876 [800] valid_0's rmse: 3.27536 valid_1's rmse: 3.6487 [801] valid_0's rmse: 3.27492 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rmse: 3.64768 [839] valid_0's rmse: 3.26267 valid_1's rmse: 3.64746 [840] valid_0's rmse: 3.26254 valid_1's rmse: 3.64747 [841] valid_0's rmse: 3.26234 valid_1's rmse: 3.64732 [842] valid_0's rmse: 3.26217 valid_1's rmse: 3.64739 [843] valid_0's rmse: 3.262 valid_1's rmse: 3.64742 [844] valid_0's rmse: 3.26171 valid_1's rmse: 3.64739 [845] valid_0's rmse: 3.26143 valid_1's rmse: 3.64732 [846] valid_0's rmse: 3.26112 valid_1's rmse: 3.64734 [847] valid_0's rmse: 3.26092 valid_1's rmse: 3.6473 [848] valid_0's rmse: 3.2605 valid_1's rmse: 3.64741 [849] valid_0's rmse: 3.26019 valid_1's rmse: 3.64729 [850] valid_0's rmse: 3.25989 valid_1's rmse: 3.6472 [851] valid_0's rmse: 3.25919 valid_1's rmse: 3.64699 [852] valid_0's rmse: 3.25879 valid_1's rmse: 3.64711 [853] valid_0's rmse: 3.25864 valid_1's rmse: 3.64714 [854] valid_0's rmse: 3.25844 valid_1's rmse: 3.64711 [855] valid_0's rmse: 3.25803 valid_1's rmse: 3.64712 [856] valid_0's rmse: 3.25776 valid_1's rmse: 3.64707 [857] valid_0's rmse: 3.2575 valid_1's rmse: 3.64705 [858] valid_0's rmse: 3.25731 valid_1's rmse: 3.64722 [859] valid_0's rmse: 3.25684 valid_1's rmse: 3.64693 [860] valid_0's rmse: 3.25583 valid_1's rmse: 3.64617 [861] valid_0's rmse: 3.25549 valid_1's rmse: 3.64606 [862] valid_0's rmse: 3.25518 valid_1's rmse: 3.64606 [863] valid_0's rmse: 3.25468 valid_1's rmse: 3.64585 [864] valid_0's rmse: 3.25444 valid_1's rmse: 3.64585 [865] valid_0's rmse: 3.2541 valid_1's rmse: 3.64584 [866] valid_0's rmse: 3.25382 valid_1's rmse: 3.64568 [867] valid_0's rmse: 3.2535 valid_1's rmse: 3.64568 [868] valid_0's rmse: 3.25319 valid_1's rmse: 3.64566 [869] valid_0's rmse: 3.2528 valid_1's rmse: 3.6455 [870] valid_0's rmse: 3.25253 valid_1's rmse: 3.64537 [871] valid_0's rmse: 3.25237 valid_1's rmse: 3.64536 [872] valid_0's rmse: 3.25211 valid_1's rmse: 3.64544 [873] valid_0's rmse: 3.25154 valid_1's rmse: 3.64554 [874] valid_0's rmse: 3.25131 valid_1's rmse: 3.64546 [875] valid_0's rmse: 3.25115 valid_1's rmse: 3.64543 [876] valid_0's rmse: 3.2508 valid_1's rmse: 3.64542 [877] valid_0's rmse: 3.25063 valid_1's rmse: 3.64536 [878] valid_0's rmse: 3.25031 valid_1's rmse: 3.64529 [879] valid_0's rmse: 3.24989 valid_1's rmse: 3.64517 [880] valid_0's rmse: 3.24954 valid_1's rmse: 3.64523 [881] valid_0's rmse: 3.24929 valid_1's rmse: 3.64527 [882] valid_0's rmse: 3.24886 valid_1's rmse: 3.64525 [883] valid_0's rmse: 3.24862 valid_1's rmse: 3.64519 [884] valid_0's rmse: 3.24835 valid_1's rmse: 3.64508 [885] valid_0's rmse: 3.24812 valid_1's rmse: 3.64503 [886] valid_0's rmse: 3.24783 valid_1's rmse: 3.64507 [887] valid_0's rmse: 3.24759 valid_1's rmse: 3.645 [888] valid_0's rmse: 3.2472 valid_1's rmse: 3.64497 [889] valid_0's rmse: 3.247 valid_1's rmse: 3.64486 [890] valid_0's rmse: 3.24681 valid_1's rmse: 3.64482 [891] valid_0's rmse: 3.24655 valid_1's rmse: 3.64479 [892] valid_0's rmse: 3.24619 valid_1's rmse: 3.64477 [893] valid_0's rmse: 3.24601 valid_1's rmse: 3.64471 [894] valid_0's rmse: 3.24532 valid_1's rmse: 3.64428 [895] valid_0's rmse: 3.2451 valid_1's rmse: 3.64428 [896] valid_0's rmse: 3.24467 valid_1's rmse: 3.6441 [897] valid_0's rmse: 3.24414 valid_1's rmse: 3.64388 [898] valid_0's rmse: 3.24382 valid_1's rmse: 3.64394 [899] valid_0's rmse: 3.24343 valid_1's rmse: 3.64374 [900] valid_0's rmse: 3.24306 valid_1's rmse: 3.64369 [901] valid_0's rmse: 3.2425 valid_1's rmse: 3.64345 [902] valid_0's rmse: 3.2423 valid_1's rmse: 3.64344 [903] valid_0's rmse: 3.24184 valid_1's rmse: 3.64335 [904] valid_0's rmse: 3.24162 valid_1's rmse: 3.64338 [905] valid_0's rmse: 3.24147 valid_1's rmse: 3.64335 [906] valid_0's rmse: 3.24118 valid_1's rmse: 3.6433 [907] valid_0's rmse: 3.24064 valid_1's rmse: 3.64285 [908] valid_0's rmse: 3.24036 valid_1's rmse: 3.64258 [909] valid_0's rmse: 3.24002 valid_1's rmse: 3.64243 [910] valid_0's rmse: 3.23969 valid_1's rmse: 3.64242 [911] valid_0's rmse: 3.23956 valid_1's rmse: 3.64241 [912] valid_0's rmse: 3.2393 valid_1's rmse: 3.64238 [913] valid_0's rmse: 3.23888 valid_1's rmse: 3.64239 [914] valid_0's rmse: 3.23869 valid_1's rmse: 3.64228 [915] valid_0's rmse: 3.23848 valid_1's rmse: 3.64227 [916] valid_0's rmse: 3.23814 valid_1's rmse: 3.64221 [917] valid_0's rmse: 3.23796 valid_1's rmse: 3.64219 [918] valid_0's rmse: 3.23768 valid_1's rmse: 3.64227 [919] valid_0's rmse: 3.23743 valid_1's rmse: 3.64216 [920] valid_0's rmse: 3.23701 valid_1's rmse: 3.64214 [921] valid_0's rmse: 3.23667 valid_1's rmse: 3.64221 [922] valid_0's rmse: 3.2365 valid_1's rmse: 3.64218 [923] valid_0's rmse: 3.2363 valid_1's rmse: 3.6423 [924] valid_0's rmse: 3.23607 valid_1's rmse: 3.64228 [925] valid_0's rmse: 3.23578 valid_1's rmse: 3.64227 [926] valid_0's rmse: 3.23539 valid_1's rmse: 3.64254 [927] valid_0's rmse: 3.23516 valid_1's rmse: 3.64277 [928] valid_0's rmse: 3.23476 valid_1's rmse: 3.64258 [929] valid_0's rmse: 3.2345 valid_1's rmse: 3.64263 [930] valid_0's rmse: 3.23421 valid_1's rmse: 3.64272 [931] valid_0's rmse: 3.23399 valid_1's rmse: 3.64271 [932] valid_0's rmse: 3.23362 valid_1's rmse: 3.64289 [933] valid_0's rmse: 3.23324 valid_1's rmse: 3.64292 [934] valid_0's rmse: 3.23292 valid_1's rmse: 3.64288 [935] valid_0's rmse: 3.23254 valid_1's rmse: 3.64317 [936] valid_0's rmse: 3.23233 valid_1's rmse: 3.64321 [937] valid_0's rmse: 3.23205 valid_1's rmse: 3.64307 [938] valid_0's rmse: 3.23181 valid_1's rmse: 3.64308 [939] valid_0's rmse: 3.23151 valid_1's rmse: 3.64296 [940] valid_0's rmse: 3.23125 valid_1's rmse: 3.64277 Early stopping, best iteration is: [920] valid_0's rmse: 3.23701 valid_1's rmse: 3.64214 SCORE: 3.6421356686250164 [1] valid_0's rmse: 8.96633 valid_1's rmse: 8.92542 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37962 valid_1's rmse: 8.34033 [3] valid_0's rmse: 7.85372 valid_1's rmse: 7.81616 [4] valid_0's rmse: 7.39572 valid_1's rmse: 7.35946 [5] valid_0's rmse: 7.00387 valid_1's rmse: 6.96865 [6] valid_0's rmse: 6.65995 valid_1's rmse: 6.62647 [7] valid_0's rmse: 6.37404 valid_1's rmse: 6.34247 [8] valid_0's rmse: 6.11403 valid_1's rmse: 6.08251 [9] valid_0's rmse: 5.87641 valid_1's rmse: 5.84537 [10] valid_0's rmse: 5.67453 valid_1's rmse: 5.64447 [11] valid_0's rmse: 5.50955 valid_1's rmse: 5.47989 [12] valid_0's rmse: 5.34388 valid_1's rmse: 5.31448 [13] valid_0's rmse: 5.2184 valid_1's rmse: 5.19003 [14] valid_0's rmse: 5.09184 valid_1's rmse: 5.0645 [15] valid_0's rmse: 4.98039 valid_1's rmse: 4.9533 [16] valid_0's rmse: 4.88912 valid_1's rmse: 4.86259 [17] valid_0's rmse: 4.81894 valid_1's rmse: 4.79407 [18] valid_0's rmse: 4.74654 valid_1's rmse: 4.72302 [19] valid_0's rmse: 4.68406 valid_1's rmse: 4.6617 [20] valid_0's rmse: 4.6212 valid_1's rmse: 4.59917 [21] valid_0's rmse: 4.56591 valid_1's rmse: 4.5438 [22] valid_0's rmse: 4.52522 valid_1's rmse: 4.50286 [23] valid_0's rmse: 4.49242 valid_1's rmse: 4.47106 [24] valid_0's rmse: 4.46222 valid_1's rmse: 4.44285 [25] valid_0's rmse: 4.41979 valid_1's rmse: 4.40086 [26] valid_0's rmse: 4.38855 valid_1's rmse: 4.37029 [27] valid_0's rmse: 4.3647 valid_1's rmse: 4.3471 [28] valid_0's rmse: 4.32859 valid_1's rmse: 4.31098 [29] valid_0's rmse: 4.30293 valid_1's rmse: 4.28514 [30] valid_0's rmse: 4.28719 valid_1's rmse: 4.27023 [31] valid_0's rmse: 4.26837 valid_1's rmse: 4.25281 [32] valid_0's rmse: 4.24209 valid_1's rmse: 4.22709 [33] valid_0's rmse: 4.22221 valid_1's rmse: 4.20694 [34] valid_0's rmse: 4.20273 valid_1's rmse: 4.18816 [35] valid_0's rmse: 4.17944 valid_1's rmse: 4.16553 [36] valid_0's rmse: 4.16838 valid_1's rmse: 4.15498 [37] valid_0's rmse: 4.15044 valid_1's rmse: 4.13798 [38] valid_0's rmse: 4.13669 valid_1's rmse: 4.12605 [39] valid_0's rmse: 4.13054 valid_1's rmse: 4.12111 [40] valid_0's rmse: 4.1181 valid_1's rmse: 4.10867 [41] valid_0's rmse: 4.1114 valid_1's rmse: 4.10295 [42] valid_0's rmse: 4.09437 valid_1's rmse: 4.08662 [43] valid_0's rmse: 4.08502 valid_1's rmse: 4.07806 [44] valid_0's rmse: 4.07349 valid_1's rmse: 4.06721 [45] valid_0's rmse: 4.06321 valid_1's rmse: 4.05975 [46] valid_0's rmse: 4.05832 valid_1's rmse: 4.05567 [47] valid_0's rmse: 4.05224 valid_1's rmse: 4.05107 [48] valid_0's rmse: 4.03913 valid_1's rmse: 4.03823 [49] valid_0's rmse: 4.03595 valid_1's rmse: 4.03602 [50] valid_0's rmse: 4.02637 valid_1's rmse: 4.02793 [51] valid_0's rmse: 4.01757 valid_1's rmse: 4.01911 [52] valid_0's rmse: 4.01068 valid_1's rmse: 4.0139 [53] valid_0's rmse: 4.00126 valid_1's rmse: 4.00567 [54] valid_0's rmse: 3.9955 valid_1's rmse: 4.00047 [55] valid_0's rmse: 3.98824 valid_1's rmse: 3.99339 [56] valid_0's rmse: 3.98017 valid_1's rmse: 3.98574 [57] valid_0's rmse: 3.97602 valid_1's rmse: 3.98239 [58] valid_0's rmse: 3.97167 valid_1's rmse: 3.9785 [59] valid_0's rmse: 3.96597 valid_1's rmse: 3.97343 [60] valid_0's rmse: 3.96127 valid_1's rmse: 3.96981 [61] valid_0's rmse: 3.95721 valid_1's rmse: 3.96753 [62] valid_0's rmse: 3.95265 valid_1's rmse: 3.96385 [63] valid_0's rmse: 3.9459 valid_1's rmse: 3.95752 [64] valid_0's rmse: 3.94201 valid_1's rmse: 3.95635 [65] valid_0's rmse: 3.93824 valid_1's rmse: 3.954 [66] valid_0's rmse: 3.93212 valid_1's rmse: 3.94858 [67] valid_0's rmse: 3.92719 valid_1's rmse: 3.94396 [68] valid_0's rmse: 3.92219 valid_1's rmse: 3.93925 [69] valid_0's rmse: 3.91584 valid_1's rmse: 3.93308 [70] valid_0's rmse: 3.9127 valid_1's rmse: 3.93116 [71] valid_0's rmse: 3.90892 valid_1's rmse: 3.92812 [72] valid_0's rmse: 3.90588 valid_1's rmse: 3.92654 [73] valid_0's rmse: 3.90289 valid_1's rmse: 3.92522 [74] valid_0's rmse: 3.89855 valid_1's rmse: 3.92255 [75] valid_0's rmse: 3.89286 valid_1's rmse: 3.91701 [76] valid_0's rmse: 3.88929 valid_1's rmse: 3.91428 [77] valid_0's rmse: 3.88671 valid_1's rmse: 3.91278 [78] valid_0's rmse: 3.88442 valid_1's rmse: 3.91098 [79] valid_0's rmse: 3.88014 valid_1's rmse: 3.90707 [80] valid_0's rmse: 3.87423 valid_1's rmse: 3.9014 [81] valid_0's rmse: 3.86843 valid_1's rmse: 3.89608 [82] valid_0's rmse: 3.86491 valid_1's rmse: 3.89344 [83] valid_0's rmse: 3.86063 valid_1's rmse: 3.89025 [84] valid_0's rmse: 3.85704 valid_1's rmse: 3.88757 [85] valid_0's rmse: 3.85313 valid_1's rmse: 3.88399 [86] valid_0's rmse: 3.85071 valid_1's rmse: 3.88248 [87] valid_0's rmse: 3.84434 valid_1's rmse: 3.87648 [88] valid_0's rmse: 3.83858 valid_1's rmse: 3.87067 [89] valid_0's rmse: 3.8358 valid_1's rmse: 3.86932 [90] valid_0's rmse: 3.83363 valid_1's rmse: 3.86806 [91] valid_0's rmse: 3.83076 valid_1's rmse: 3.86576 [92] valid_0's rmse: 3.82811 valid_1's rmse: 3.86374 [93] valid_0's rmse: 3.82298 valid_1's rmse: 3.85893 [94] valid_0's rmse: 3.81887 valid_1's rmse: 3.85559 [95] valid_0's rmse: 3.8171 valid_1's rmse: 3.85437 [96] valid_0's rmse: 3.8152 valid_1's rmse: 3.85346 [97] valid_0's rmse: 3.8114 valid_1's rmse: 3.85082 [98] valid_0's rmse: 3.8089 valid_1's rmse: 3.84911 [99] valid_0's rmse: 3.80622 valid_1's rmse: 3.84699 [100] valid_0's rmse: 3.80427 valid_1's rmse: 3.84625 [101] valid_0's rmse: 3.80221 valid_1's rmse: 3.84569 [102] valid_0's rmse: 3.80019 valid_1's rmse: 3.84512 [103] valid_0's rmse: 3.7983 valid_1's rmse: 3.84392 [104] valid_0's rmse: 3.79502 valid_1's rmse: 3.84154 [105] valid_0's rmse: 3.79271 valid_1's rmse: 3.84093 [106] valid_0's rmse: 3.78859 valid_1's rmse: 3.83701 [107] valid_0's rmse: 3.7849 valid_1's rmse: 3.83368 [108] valid_0's rmse: 3.78328 valid_1's rmse: 3.83277 [109] valid_0's rmse: 3.7819 valid_1's rmse: 3.83232 [110] valid_0's rmse: 3.77917 valid_1's rmse: 3.83057 [111] valid_0's rmse: 3.77575 valid_1's rmse: 3.82752 [112] valid_0's rmse: 3.77349 valid_1's rmse: 3.82575 [113] valid_0's rmse: 3.77232 valid_1's rmse: 3.82561 [114] valid_0's rmse: 3.76881 valid_1's rmse: 3.82247 [115] valid_0's rmse: 3.76777 valid_1's rmse: 3.82172 [116] valid_0's rmse: 3.76536 valid_1's rmse: 3.81995 [117] valid_0's rmse: 3.7635 valid_1's rmse: 3.81839 [118] valid_0's rmse: 3.76191 valid_1's rmse: 3.81777 [119] valid_0's rmse: 3.7585 valid_1's rmse: 3.81454 [120] valid_0's rmse: 3.75714 valid_1's rmse: 3.81357 [121] valid_0's rmse: 3.75523 valid_1's rmse: 3.81335 [122] valid_0's rmse: 3.75376 valid_1's rmse: 3.81226 [123] valid_0's rmse: 3.75189 valid_1's rmse: 3.8118 [124] valid_0's rmse: 3.75018 valid_1's rmse: 3.81059 [125] valid_0's rmse: 3.74825 valid_1's rmse: 3.80994 [126] valid_0's rmse: 3.74654 valid_1's rmse: 3.80994 [127] valid_0's rmse: 3.74475 valid_1's rmse: 3.8094 [128] valid_0's rmse: 3.74349 valid_1's rmse: 3.80854 [129] valid_0's rmse: 3.74121 valid_1's rmse: 3.8069 [130] valid_0's rmse: 3.73772 valid_1's rmse: 3.80382 [131] valid_0's rmse: 3.73419 valid_1's rmse: 3.8002 [132] valid_0's rmse: 3.73166 valid_1's rmse: 3.79902 [133] valid_0's rmse: 3.72979 valid_1's rmse: 3.7978 [134] valid_0's rmse: 3.72704 valid_1's rmse: 3.79522 [135] valid_0's rmse: 3.72584 valid_1's rmse: 3.79491 [136] valid_0's rmse: 3.72459 valid_1's rmse: 3.79413 [137] valid_0's rmse: 3.72383 valid_1's rmse: 3.79388 [138] valid_0's rmse: 3.72236 valid_1's rmse: 3.79337 [139] valid_0's rmse: 3.72102 valid_1's rmse: 3.79276 [140] valid_0's rmse: 3.71961 valid_1's rmse: 3.79176 [141] valid_0's rmse: 3.71795 valid_1's rmse: 3.79179 [142] valid_0's rmse: 3.71537 valid_1's rmse: 3.78939 [143] valid_0's rmse: 3.71305 valid_1's rmse: 3.78766 [144] valid_0's rmse: 3.71099 valid_1's rmse: 3.78645 [145] valid_0's rmse: 3.70924 valid_1's rmse: 3.78575 [146] valid_0's rmse: 3.70752 valid_1's rmse: 3.78464 [147] valid_0's rmse: 3.70583 valid_1's rmse: 3.78395 [148] valid_0's rmse: 3.70436 valid_1's rmse: 3.78432 [149] valid_0's rmse: 3.70258 valid_1's rmse: 3.78302 [150] valid_0's rmse: 3.70071 valid_1's rmse: 3.78221 [151] valid_0's rmse: 3.69847 valid_1's rmse: 3.78076 [152] valid_0's rmse: 3.69605 valid_1's rmse: 3.77962 [153] valid_0's rmse: 3.69486 valid_1's rmse: 3.77937 [154] valid_0's rmse: 3.69344 valid_1's rmse: 3.77877 [155] valid_0's rmse: 3.69126 valid_1's rmse: 3.77712 [156] valid_0's rmse: 3.68926 valid_1's rmse: 3.77633 [157] valid_0's rmse: 3.68748 valid_1's rmse: 3.77452 [158] valid_0's rmse: 3.68616 valid_1's rmse: 3.77439 [159] valid_0's rmse: 3.68554 valid_1's rmse: 3.77421 [160] valid_0's rmse: 3.6838 valid_1's rmse: 3.77295 [161] valid_0's rmse: 3.6823 valid_1's rmse: 3.77209 [162] valid_0's rmse: 3.68126 valid_1's rmse: 3.77141 [163] valid_0's rmse: 3.67982 valid_1's rmse: 3.7707 [164] valid_0's rmse: 3.67814 valid_1's rmse: 3.77071 [165] valid_0's rmse: 3.67702 valid_1's rmse: 3.77045 [166] valid_0's rmse: 3.67567 valid_1's rmse: 3.76925 [167] valid_0's rmse: 3.67357 valid_1's rmse: 3.768 [168] valid_0's rmse: 3.67181 valid_1's rmse: 3.76748 [169] valid_0's rmse: 3.6696 valid_1's rmse: 3.7658 [170] valid_0's rmse: 3.66823 valid_1's rmse: 3.766 [171] valid_0's rmse: 3.66662 valid_1's rmse: 3.76481 [172] valid_0's rmse: 3.66566 valid_1's rmse: 3.76442 [173] valid_0's rmse: 3.66371 valid_1's rmse: 3.76289 [174] valid_0's rmse: 3.66203 valid_1's rmse: 3.76121 [175] valid_0's rmse: 3.66058 valid_1's rmse: 3.76008 [176] valid_0's rmse: 3.65932 valid_1's rmse: 3.75962 [177] valid_0's rmse: 3.65813 valid_1's rmse: 3.75904 [178] valid_0's rmse: 3.65643 valid_1's rmse: 3.75755 [179] valid_0's rmse: 3.65552 valid_1's rmse: 3.75755 [180] valid_0's rmse: 3.65414 valid_1's rmse: 3.75689 [181] valid_0's rmse: 3.65252 valid_1's rmse: 3.75553 [182] valid_0's rmse: 3.6512 valid_1's rmse: 3.75521 [183] valid_0's rmse: 3.64902 valid_1's rmse: 3.75358 [184] valid_0's rmse: 3.64781 valid_1's rmse: 3.75358 [185] valid_0's rmse: 3.64678 valid_1's rmse: 3.75315 [186] valid_0's rmse: 3.64547 valid_1's rmse: 3.75301 [187] valid_0's rmse: 3.64452 valid_1's rmse: 3.75269 [188] valid_0's rmse: 3.64377 valid_1's rmse: 3.75272 [189] valid_0's rmse: 3.64294 valid_1's rmse: 3.75211 [190] valid_0's rmse: 3.64177 valid_1's rmse: 3.75169 [191] valid_0's rmse: 3.64041 valid_1's rmse: 3.75167 [192] valid_0's rmse: 3.6391 valid_1's rmse: 3.75069 [193] valid_0's rmse: 3.63704 valid_1's rmse: 3.74889 [194] valid_0's rmse: 3.63637 valid_1's rmse: 3.74858 [195] valid_0's rmse: 3.63574 valid_1's rmse: 3.74852 [196] valid_0's rmse: 3.63381 valid_1's rmse: 3.7469 [197] valid_0's rmse: 3.6327 valid_1's rmse: 3.74651 [198] valid_0's rmse: 3.63195 valid_1's rmse: 3.74637 [199] valid_0's rmse: 3.63109 valid_1's rmse: 3.74646 [200] valid_0's rmse: 3.6295 valid_1's rmse: 3.74571 [201] valid_0's rmse: 3.6287 valid_1's rmse: 3.74521 [202] valid_0's rmse: 3.62766 valid_1's rmse: 3.74401 [203] valid_0's rmse: 3.62697 valid_1's rmse: 3.74358 [204] valid_0's rmse: 3.62526 valid_1's rmse: 3.74302 [205] valid_0's rmse: 3.62445 valid_1's rmse: 3.7426 [206] valid_0's rmse: 3.62351 valid_1's rmse: 3.742 [207] valid_0's rmse: 3.62264 valid_1's rmse: 3.74172 [208] 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valid_0's rmse: 3.33685 valid_1's rmse: 3.6689 [729] valid_0's rmse: 3.33634 valid_1's rmse: 3.66855 [730] valid_0's rmse: 3.33589 valid_1's rmse: 3.66836 [731] valid_0's rmse: 3.33488 valid_1's rmse: 3.66761 [732] valid_0's rmse: 3.33469 valid_1's rmse: 3.66738 [733] valid_0's rmse: 3.33432 valid_1's rmse: 3.66726 [734] valid_0's rmse: 3.33404 valid_1's rmse: 3.66708 [735] valid_0's rmse: 3.33343 valid_1's rmse: 3.66673 [736] valid_0's rmse: 3.33315 valid_1's rmse: 3.6667 [737] valid_0's rmse: 3.3329 valid_1's rmse: 3.66659 [738] valid_0's rmse: 3.33246 valid_1's rmse: 3.66645 [739] valid_0's rmse: 3.33226 valid_1's rmse: 3.66641 [740] valid_0's rmse: 3.3321 valid_1's rmse: 3.66635 [741] valid_0's rmse: 3.33169 valid_1's rmse: 3.66631 [742] valid_0's rmse: 3.33138 valid_1's rmse: 3.66639 [743] valid_0's rmse: 3.33102 valid_1's rmse: 3.66617 [744] valid_0's rmse: 3.33076 valid_1's rmse: 3.66612 [745] valid_0's rmse: 3.33035 valid_1's rmse: 3.66637 [746] valid_0's rmse: 3.33003 valid_1's rmse: 3.66618 [747] valid_0's rmse: 3.32979 valid_1's rmse: 3.6662 [748] valid_0's rmse: 3.32963 valid_1's rmse: 3.66619 [749] valid_0's rmse: 3.3294 valid_1's rmse: 3.66618 [750] valid_0's rmse: 3.32916 valid_1's rmse: 3.66638 [751] valid_0's rmse: 3.32872 valid_1's rmse: 3.66627 [752] valid_0's rmse: 3.32818 valid_1's rmse: 3.66638 [753] valid_0's rmse: 3.32783 valid_1's rmse: 3.66667 [754] valid_0's rmse: 3.32743 valid_1's rmse: 3.6665 [755] valid_0's rmse: 3.32719 valid_1's rmse: 3.66648 [756] valid_0's rmse: 3.32681 valid_1's rmse: 3.66633 [757] valid_0's rmse: 3.32661 valid_1's rmse: 3.66634 [758] valid_0's rmse: 3.32621 valid_1's rmse: 3.66637 [759] valid_0's rmse: 3.32593 valid_1's rmse: 3.66626 [760] valid_0's rmse: 3.32569 valid_1's rmse: 3.66624 [761] valid_0's rmse: 3.32521 valid_1's rmse: 3.66632 [762] valid_0's rmse: 3.32493 valid_1's rmse: 3.66626 [763] valid_0's rmse: 3.3246 valid_1's rmse: 3.6661 [764] valid_0's rmse: 3.32421 valid_1's rmse: 3.66597 [765] valid_0's rmse: 3.32388 valid_1's rmse: 3.66597 [766] valid_0's rmse: 3.32354 valid_1's rmse: 3.66588 [767] valid_0's rmse: 3.32322 valid_1's rmse: 3.66621 [768] valid_0's rmse: 3.32295 valid_1's rmse: 3.66619 [769] valid_0's rmse: 3.32251 valid_1's rmse: 3.66598 [770] valid_0's rmse: 3.32227 valid_1's rmse: 3.6659 [771] valid_0's rmse: 3.32187 valid_1's rmse: 3.66578 [772] valid_0's rmse: 3.32145 valid_1's rmse: 3.66572 [773] valid_0's rmse: 3.32122 valid_1's rmse: 3.66572 [774] valid_0's rmse: 3.32072 valid_1's rmse: 3.66559 [775] valid_0's rmse: 3.32024 valid_1's rmse: 3.66527 [776] valid_0's rmse: 3.31994 valid_1's rmse: 3.66558 [777] valid_0's rmse: 3.31977 valid_1's rmse: 3.66562 [778] valid_0's rmse: 3.31937 valid_1's rmse: 3.66554 [779] valid_0's rmse: 3.31895 valid_1's rmse: 3.66562 [780] valid_0's rmse: 3.31859 valid_1's rmse: 3.66554 [781] valid_0's rmse: 3.31813 valid_1's rmse: 3.66541 [782] valid_0's rmse: 3.31793 valid_1's rmse: 3.66576 [783] valid_0's rmse: 3.31758 valid_1's rmse: 3.66562 [784] valid_0's rmse: 3.31717 valid_1's rmse: 3.66551 [785] valid_0's rmse: 3.31689 valid_1's rmse: 3.66546 [786] valid_0's rmse: 3.31635 valid_1's rmse: 3.66557 [787] valid_0's rmse: 3.31601 valid_1's rmse: 3.66563 [788] valid_0's rmse: 3.31559 valid_1's rmse: 3.66534 [789] valid_0's rmse: 3.31531 valid_1's rmse: 3.66532 [790] valid_0's rmse: 3.31449 valid_1's rmse: 3.665 [791] valid_0's rmse: 3.31429 valid_1's rmse: 3.66498 [792] valid_0's rmse: 3.31395 valid_1's rmse: 3.66474 [793] valid_0's rmse: 3.31354 valid_1's rmse: 3.6647 [794] valid_0's rmse: 3.31312 valid_1's rmse: 3.66439 [795] valid_0's rmse: 3.31274 valid_1's rmse: 3.66432 [796] valid_0's rmse: 3.31244 valid_1's rmse: 3.66428 [797] valid_0's rmse: 3.31223 valid_1's rmse: 3.66414 [798] valid_0's rmse: 3.31175 valid_1's rmse: 3.66416 [799] valid_0's rmse: 3.31146 valid_1's rmse: 3.66432 [800] valid_0's rmse: 3.31115 valid_1's rmse: 3.66437 [801] valid_0's rmse: 3.31073 valid_1's rmse: 3.66439 [802] valid_0's rmse: 3.31029 valid_1's rmse: 3.6646 [803] valid_0's rmse: 3.31002 valid_1's rmse: 3.66483 [804] valid_0's rmse: 3.30979 valid_1's rmse: 3.66469 [805] valid_0's rmse: 3.30922 valid_1's rmse: 3.6643 [806] valid_0's rmse: 3.30904 valid_1's rmse: 3.66419 [807] valid_0's rmse: 3.30877 valid_1's rmse: 3.66429 [808] valid_0's rmse: 3.30845 valid_1's rmse: 3.66439 [809] valid_0's rmse: 3.3081 valid_1's rmse: 3.66431 [810] valid_0's rmse: 3.30779 valid_1's rmse: 3.66452 [811] valid_0's rmse: 3.30757 valid_1's rmse: 3.66447 [812] valid_0's rmse: 3.3074 valid_1's rmse: 3.66446 [813] valid_0's rmse: 3.30718 valid_1's rmse: 3.6643 [814] valid_0's rmse: 3.30694 valid_1's rmse: 3.66427 [815] valid_0's rmse: 3.30682 valid_1's rmse: 3.66431 [816] valid_0's rmse: 3.30667 valid_1's rmse: 3.66425 [817] valid_0's rmse: 3.30637 valid_1's rmse: 3.66446 Early stopping, best iteration is: [797] valid_0's rmse: 3.31223 valid_1's rmse: 3.66414 SCORE: 3.6641445105405217 [1] valid_0's rmse: 8.97196 valid_1's rmse: 8.93058 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37536 valid_1's rmse: 8.33541 [3] valid_0's rmse: 7.8578 valid_1's rmse: 7.81904 [4] valid_0's rmse: 7.39953 valid_1's rmse: 7.36152 [5] valid_0's rmse: 6.98792 valid_1's rmse: 6.95109 [6] valid_0's rmse: 6.63982 valid_1's rmse: 6.605 [7] valid_0's rmse: 6.33358 valid_1's rmse: 6.2994 [8] valid_0's rmse: 6.07569 valid_1's rmse: 6.04252 [9] valid_0's rmse: 5.83714 valid_1's rmse: 5.80491 [10] valid_0's rmse: 5.63987 valid_1's rmse: 5.60856 [11] valid_0's rmse: 5.47389 valid_1's rmse: 5.44373 [12] valid_0's rmse: 5.32546 valid_1's rmse: 5.29604 [13] valid_0's rmse: 5.20807 valid_1's rmse: 5.17946 [14] valid_0's rmse: 5.10172 valid_1's rmse: 5.07526 [15] valid_0's rmse: 4.99833 valid_1's rmse: 4.97197 [16] valid_0's rmse: 4.88364 valid_1's rmse: 4.85796 [17] valid_0's rmse: 4.79279 valid_1's rmse: 4.76736 [18] valid_0's rmse: 4.73387 valid_1's rmse: 4.71053 [19] valid_0's rmse: 4.66721 valid_1's rmse: 4.64453 [20] valid_0's rmse: 4.61026 valid_1's rmse: 4.58822 [21] valid_0's rmse: 4.56686 valid_1's rmse: 4.54659 [22] valid_0's rmse: 4.52735 valid_1's rmse: 4.50807 [23] valid_0's rmse: 4.48466 valid_1's rmse: 4.46676 [24] valid_0's rmse: 4.44807 valid_1's rmse: 4.4305 [25] valid_0's rmse: 4.40547 valid_1's rmse: 4.38919 [26] valid_0's rmse: 4.37617 valid_1's rmse: 4.36083 [27] valid_0's rmse: 4.33601 valid_1's rmse: 4.32088 [28] valid_0's rmse: 4.30644 valid_1's rmse: 4.29212 [29] valid_0's rmse: 4.28545 valid_1's rmse: 4.2726 [30] valid_0's rmse: 4.27013 valid_1's rmse: 4.2591 [31] valid_0's rmse: 4.24827 valid_1's rmse: 4.23833 [32] valid_0's rmse: 4.2226 valid_1's rmse: 4.21295 [33] valid_0's rmse: 4.2071 valid_1's rmse: 4.19799 [34] valid_0's rmse: 4.18233 valid_1's rmse: 4.17292 [35] valid_0's rmse: 4.16585 valid_1's rmse: 4.15702 [36] valid_0's rmse: 4.15562 valid_1's rmse: 4.14712 [37] valid_0's rmse: 4.14549 valid_1's rmse: 4.13853 [38] valid_0's rmse: 4.13695 valid_1's rmse: 4.13225 [39] valid_0's rmse: 4.11641 valid_1's rmse: 4.1121 [40] valid_0's rmse: 4.10216 valid_1's rmse: 4.09868 [41] valid_0's rmse: 4.09472 valid_1's rmse: 4.09302 [42] valid_0's rmse: 4.08296 valid_1's rmse: 4.0817 [43] valid_0's rmse: 4.0702 valid_1's rmse: 4.07055 [44] valid_0's rmse: 4.06433 valid_1's rmse: 4.06576 [45] valid_0's rmse: 4.05669 valid_1's rmse: 4.05877 [46] valid_0's rmse: 4.05077 valid_1's rmse: 4.05321 [47] valid_0's rmse: 4.04517 valid_1's rmse: 4.04935 [48] valid_0's rmse: 4.03696 valid_1's rmse: 4.0426 [49] valid_0's rmse: 4.03019 valid_1's rmse: 4.03671 [50] valid_0's rmse: 4.02377 valid_1's rmse: 4.03077 [51] valid_0's rmse: 4.01148 valid_1's rmse: 4.02005 [52] valid_0's rmse: 4.00139 valid_1's rmse: 4.01095 [53] valid_0's rmse: 3.99542 valid_1's rmse: 4.00706 [54] valid_0's rmse: 3.99034 valid_1's rmse: 4.00451 [55] valid_0's rmse: 3.98508 valid_1's rmse: 4.00012 [56] valid_0's rmse: 3.97962 valid_1's rmse: 3.99632 [57] valid_0's rmse: 3.97538 valid_1's rmse: 3.99401 [58] valid_0's rmse: 3.97122 valid_1's rmse: 3.99114 [59] valid_0's rmse: 3.96637 valid_1's rmse: 3.98716 [60] valid_0's rmse: 3.95756 valid_1's rmse: 3.98005 [61] valid_0's rmse: 3.9473 valid_1's rmse: 3.96994 [62] valid_0's rmse: 3.94317 valid_1's rmse: 3.96674 [63] valid_0's rmse: 3.93958 valid_1's rmse: 3.96582 [64] valid_0's rmse: 3.93266 valid_1's rmse: 3.95929 [65] valid_0's rmse: 3.92492 valid_1's rmse: 3.95181 [66] valid_0's rmse: 3.91974 valid_1's rmse: 3.94745 [67] valid_0's rmse: 3.91511 valid_1's rmse: 3.94316 [68] valid_0's rmse: 3.91158 valid_1's rmse: 3.93989 [69] valid_0's rmse: 3.9051 valid_1's rmse: 3.93369 [70] valid_0's rmse: 3.89561 valid_1's rmse: 3.92468 [71] valid_0's rmse: 3.8914 valid_1's rmse: 3.92111 [72] valid_0's rmse: 3.88414 valid_1's rmse: 3.91409 [73] valid_0's rmse: 3.88121 valid_1's rmse: 3.91248 [74] valid_0's rmse: 3.87708 valid_1's rmse: 3.9112 [75] valid_0's rmse: 3.8738 valid_1's rmse: 3.90862 [76] valid_0's rmse: 3.86892 valid_1's rmse: 3.90476 [77] valid_0's rmse: 3.86276 valid_1's rmse: 3.89847 [78] valid_0's rmse: 3.85915 valid_1's rmse: 3.89742 [79] valid_0's rmse: 3.85648 valid_1's rmse: 3.89551 [80] valid_0's rmse: 3.85382 valid_1's rmse: 3.8942 [81] valid_0's rmse: 3.84795 valid_1's rmse: 3.88848 [82] valid_0's rmse: 3.84386 valid_1's rmse: 3.88503 [83] valid_0's rmse: 3.83881 valid_1's rmse: 3.88051 [84] valid_0's rmse: 3.83311 valid_1's rmse: 3.87494 [85] valid_0's rmse: 3.82874 valid_1's rmse: 3.87158 [86] valid_0's rmse: 3.82458 valid_1's rmse: 3.86818 [87] valid_0's rmse: 3.82226 valid_1's rmse: 3.86679 [88] valid_0's rmse: 3.81899 valid_1's rmse: 3.86394 [89] valid_0's rmse: 3.8151 valid_1's rmse: 3.86051 [90] valid_0's rmse: 3.812 valid_1's rmse: 3.85932 [91] valid_0's rmse: 3.80993 valid_1's rmse: 3.85826 [92] valid_0's rmse: 3.80786 valid_1's rmse: 3.8566 [93] valid_0's rmse: 3.80332 valid_1's rmse: 3.85249 [94] valid_0's rmse: 3.80005 valid_1's rmse: 3.84989 [95] valid_0's rmse: 3.7965 valid_1's rmse: 3.84702 [96] valid_0's rmse: 3.79324 valid_1's rmse: 3.84457 [97] valid_0's rmse: 3.79139 valid_1's rmse: 3.84335 [98] valid_0's rmse: 3.78748 valid_1's rmse: 3.84042 [99] valid_0's rmse: 3.78504 valid_1's rmse: 3.83941 [100] valid_0's rmse: 3.78361 valid_1's rmse: 3.83886 [101] valid_0's rmse: 3.78142 valid_1's rmse: 3.83806 [102] valid_0's rmse: 3.77811 valid_1's rmse: 3.83494 [103] valid_0's rmse: 3.77465 valid_1's rmse: 3.83231 [104] valid_0's rmse: 3.77025 valid_1's rmse: 3.82872 [105] valid_0's rmse: 3.76861 valid_1's rmse: 3.82804 [106] valid_0's rmse: 3.76534 valid_1's rmse: 3.82523 [107] valid_0's rmse: 3.7629 valid_1's rmse: 3.82362 [108] valid_0's rmse: 3.75764 valid_1's rmse: 3.81896 [109] valid_0's rmse: 3.75566 valid_1's rmse: 3.8181 [110] valid_0's rmse: 3.75288 valid_1's rmse: 3.81541 [111] valid_0's rmse: 3.75139 valid_1's rmse: 3.81494 [112] valid_0's rmse: 3.74933 valid_1's rmse: 3.81366 [113] valid_0's rmse: 3.74696 valid_1's rmse: 3.81293 [114] valid_0's rmse: 3.74367 valid_1's rmse: 3.81093 [115] valid_0's rmse: 3.74111 valid_1's rmse: 3.80914 [116] valid_0's rmse: 3.73911 valid_1's rmse: 3.80777 [117] valid_0's rmse: 3.73656 valid_1's rmse: 3.80685 [118] valid_0's rmse: 3.73509 valid_1's rmse: 3.80616 [119] valid_0's rmse: 3.73326 valid_1's rmse: 3.80517 [120] valid_0's rmse: 3.73109 valid_1's rmse: 3.80506 [121] valid_0's rmse: 3.72784 valid_1's rmse: 3.80213 [122] valid_0's rmse: 3.72591 valid_1's rmse: 3.80166 [123] valid_0's rmse: 3.72365 valid_1's rmse: 3.79959 [124] valid_0's rmse: 3.72103 valid_1's rmse: 3.79738 [125] valid_0's rmse: 3.71869 valid_1's rmse: 3.79563 [126] valid_0's rmse: 3.71618 valid_1's rmse: 3.79333 [127] valid_0's rmse: 3.71429 valid_1's rmse: 3.79209 [128] valid_0's rmse: 3.7129 valid_1's rmse: 3.79168 [129] valid_0's rmse: 3.70953 valid_1's rmse: 3.78854 [130] valid_0's rmse: 3.70718 valid_1's rmse: 3.7868 [131] valid_0's rmse: 3.70475 valid_1's rmse: 3.78589 [132] valid_0's rmse: 3.70303 valid_1's rmse: 3.7847 [133] valid_0's rmse: 3.70122 valid_1's rmse: 3.78352 [134] valid_0's rmse: 3.69861 valid_1's rmse: 3.78112 [135] valid_0's rmse: 3.69692 valid_1's rmse: 3.78077 [136] valid_0's rmse: 3.69416 valid_1's rmse: 3.77831 [137] valid_0's rmse: 3.69314 valid_1's rmse: 3.77788 [138] valid_0's rmse: 3.69207 valid_1's rmse: 3.77745 [139] valid_0's rmse: 3.68964 valid_1's rmse: 3.77617 [140] valid_0's rmse: 3.68842 valid_1's rmse: 3.77559 [141] valid_0's rmse: 3.68666 valid_1's rmse: 3.77463 [142] valid_0's rmse: 3.6851 valid_1's rmse: 3.774 [143] valid_0's rmse: 3.68353 valid_1's rmse: 3.77401 [144] valid_0's rmse: 3.68234 valid_1's rmse: 3.77347 [145] valid_0's rmse: 3.68037 valid_1's rmse: 3.77193 [146] valid_0's rmse: 3.67839 valid_1's rmse: 3.77114 [147] valid_0's rmse: 3.67596 valid_1's rmse: 3.7697 [148] valid_0's rmse: 3.67474 valid_1's rmse: 3.76944 [149] valid_0's rmse: 3.67341 valid_1's rmse: 3.76913 [150] valid_0's rmse: 3.67196 valid_1's rmse: 3.76903 [151] valid_0's rmse: 3.67059 valid_1's rmse: 3.76848 [152] valid_0's rmse: 3.66904 valid_1's rmse: 3.76801 [153] valid_0's rmse: 3.6681 valid_1's rmse: 3.76798 [154] valid_0's rmse: 3.66667 valid_1's rmse: 3.76727 [155] valid_0's rmse: 3.66431 valid_1's rmse: 3.76528 [156] valid_0's rmse: 3.66279 valid_1's rmse: 3.7642 [157] valid_0's rmse: 3.6617 valid_1's rmse: 3.76378 [158] valid_0's rmse: 3.6601 valid_1's rmse: 3.76377 [159] valid_0's rmse: 3.65884 valid_1's rmse: 3.76333 [160] valid_0's rmse: 3.65722 valid_1's rmse: 3.76263 [161] valid_0's rmse: 3.65548 valid_1's rmse: 3.76206 [162] valid_0's rmse: 3.65436 valid_1's rmse: 3.76181 [163] valid_0's rmse: 3.65312 valid_1's rmse: 3.76113 [164] valid_0's rmse: 3.65147 valid_1's rmse: 3.76121 [165] valid_0's rmse: 3.65051 valid_1's rmse: 3.761 [166] valid_0's rmse: 3.64941 valid_1's rmse: 3.76064 [167] valid_0's rmse: 3.64743 valid_1's rmse: 3.76047 [168] valid_0's rmse: 3.64537 valid_1's rmse: 3.75899 [169] valid_0's rmse: 3.64258 valid_1's rmse: 3.75643 [170] valid_0's rmse: 3.64105 valid_1's rmse: 3.75527 [171] valid_0's rmse: 3.63999 valid_1's rmse: 3.7551 [172] valid_0's rmse: 3.63809 valid_1's rmse: 3.75374 [173] valid_0's rmse: 3.63618 valid_1's rmse: 3.75335 [174] valid_0's rmse: 3.63444 valid_1's rmse: 3.75275 [175] valid_0's rmse: 3.63287 valid_1's rmse: 3.75239 [176] valid_0's rmse: 3.63131 valid_1's rmse: 3.75113 [177] valid_0's rmse: 3.63011 valid_1's rmse: 3.75101 [178] valid_0's rmse: 3.62859 valid_1's rmse: 3.74993 [179] valid_0's rmse: 3.62791 valid_1's rmse: 3.74952 [180] valid_0's rmse: 3.6267 valid_1's rmse: 3.74921 [181] valid_0's rmse: 3.62561 valid_1's rmse: 3.74859 [182] valid_0's rmse: 3.62353 valid_1's rmse: 3.74685 [183] valid_0's rmse: 3.62273 valid_1's rmse: 3.74637 [184] valid_0's rmse: 3.62019 valid_1's rmse: 3.74413 [185] valid_0's rmse: 3.61929 valid_1's rmse: 3.74397 [186] valid_0's rmse: 3.61716 valid_1's rmse: 3.74457 [187] valid_0's rmse: 3.61547 valid_1's rmse: 3.74342 [188] valid_0's rmse: 3.61373 valid_1's rmse: 3.74198 [189] valid_0's rmse: 3.61289 valid_1's rmse: 3.74177 [190] valid_0's rmse: 3.61163 valid_1's rmse: 3.7416 [191] valid_0's rmse: 3.61058 valid_1's rmse: 3.74124 [192] valid_0's rmse: 3.60949 valid_1's rmse: 3.74113 [193] valid_0's rmse: 3.60806 valid_1's rmse: 3.7402 [194] valid_0's rmse: 3.60636 valid_1's rmse: 3.74046 [195] valid_0's rmse: 3.60542 valid_1's rmse: 3.73993 [196] valid_0's rmse: 3.60477 valid_1's rmse: 3.74003 [197] valid_0's rmse: 3.60349 valid_1's rmse: 3.74023 [198] valid_0's rmse: 3.60267 valid_1's rmse: 3.74025 [199] valid_0's rmse: 3.6016 valid_1's rmse: 3.73994 [200] valid_0's rmse: 3.60057 valid_1's rmse: 3.73948 [201] valid_0's rmse: 3.5997 valid_1's rmse: 3.73967 [202] valid_0's rmse: 3.59884 valid_1's rmse: 3.7394 [203] valid_0's rmse: 3.59727 valid_1's rmse: 3.73819 [204] valid_0's rmse: 3.59596 valid_1's rmse: 3.73762 [205] valid_0's rmse: 3.5944 valid_1's rmse: 3.73663 [206] valid_0's rmse: 3.5932 valid_1's rmse: 3.73588 [207] valid_0's rmse: 3.59242 valid_1's rmse: 3.73578 [208] valid_0's rmse: 3.59122 valid_1's rmse: 3.73517 [209] valid_0's rmse: 3.5902 valid_1's rmse: 3.73483 [210] valid_0's rmse: 3.58919 valid_1's rmse: 3.73469 [211] valid_0's rmse: 3.58808 valid_1's rmse: 3.73438 [212] valid_0's rmse: 3.58712 valid_1's rmse: 3.73391 [213] valid_0's rmse: 3.58602 valid_1's rmse: 3.73355 [214] valid_0's rmse: 3.5854 valid_1's rmse: 3.73332 [215] valid_0's rmse: 3.5844 valid_1's rmse: 3.73328 [216] valid_0's rmse: 3.58361 valid_1's rmse: 3.73276 [217] valid_0's rmse: 3.58256 valid_1's rmse: 3.7324 [218] valid_0's rmse: 3.58176 valid_1's rmse: 3.7319 [219] valid_0's rmse: 3.58117 valid_1's rmse: 3.73157 [220] valid_0's rmse: 3.57966 valid_1's rmse: 3.73053 [221] valid_0's rmse: 3.57854 valid_1's rmse: 3.73019 [222] valid_0's rmse: 3.57749 valid_1's rmse: 3.72969 [223] valid_0's rmse: 3.57625 valid_1's rmse: 3.72939 [224] valid_0's rmse: 3.575 valid_1's rmse: 3.729 [225] valid_0's rmse: 3.57374 valid_1's rmse: 3.72829 [226] valid_0's rmse: 3.57234 valid_1's 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[375] valid_0's rmse: 3.45093 valid_1's rmse: 3.69205 [376] valid_0's rmse: 3.45045 valid_1's rmse: 3.69199 [377] valid_0's rmse: 3.4497 valid_1's rmse: 3.69169 [378] valid_0's rmse: 3.44897 valid_1's rmse: 3.69116 [379] valid_0's rmse: 3.4484 valid_1's rmse: 3.69116 [380] valid_0's rmse: 3.44806 valid_1's rmse: 3.69104 [381] valid_0's rmse: 3.44768 valid_1's rmse: 3.6908 [382] valid_0's rmse: 3.44738 valid_1's rmse: 3.69064 [383] valid_0's rmse: 3.4471 valid_1's rmse: 3.69079 [384] valid_0's rmse: 3.4466 valid_1's rmse: 3.6906 [385] valid_0's rmse: 3.446 valid_1's rmse: 3.69092 [386] valid_0's rmse: 3.44542 valid_1's rmse: 3.69119 [387] valid_0's rmse: 3.44501 valid_1's rmse: 3.69116 [388] valid_0's rmse: 3.44426 valid_1's rmse: 3.6909 [389] valid_0's rmse: 3.44352 valid_1's rmse: 3.69054 [390] valid_0's rmse: 3.44273 valid_1's rmse: 3.69016 [391] valid_0's rmse: 3.44205 valid_1's rmse: 3.68996 [392] valid_0's rmse: 3.44106 valid_1's rmse: 3.68957 [393] valid_0's rmse: 3.44053 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valid_1's rmse: 3.67406 [468] valid_0's rmse: 3.39447 valid_1's rmse: 3.67385 [469] valid_0's rmse: 3.39407 valid_1's rmse: 3.67394 [470] valid_0's rmse: 3.39332 valid_1's rmse: 3.67379 [471] valid_0's rmse: 3.3928 valid_1's rmse: 3.67363 [472] valid_0's rmse: 3.39225 valid_1's rmse: 3.67339 [473] valid_0's rmse: 3.39172 valid_1's rmse: 3.67303 [474] valid_0's rmse: 3.39104 valid_1's rmse: 3.67276 [475] valid_0's rmse: 3.39051 valid_1's rmse: 3.67255 [476] valid_0's rmse: 3.3903 valid_1's rmse: 3.6725 [477] valid_0's rmse: 3.38999 valid_1's rmse: 3.67241 [478] valid_0's rmse: 3.38923 valid_1's rmse: 3.67223 [479] valid_0's rmse: 3.38867 valid_1's rmse: 3.67229 [480] valid_0's rmse: 3.38816 valid_1's rmse: 3.67233 [481] valid_0's rmse: 3.38747 valid_1's rmse: 3.6725 [482] valid_0's rmse: 3.38715 valid_1's rmse: 3.67238 [483] valid_0's rmse: 3.38691 valid_1's rmse: 3.67236 [484] valid_0's rmse: 3.38631 valid_1's rmse: 3.67215 [485] valid_0's rmse: 3.38554 valid_1's rmse: 3.67181 [486] valid_0's rmse: 3.38513 valid_1's rmse: 3.67174 [487] valid_0's rmse: 3.38453 valid_1's rmse: 3.67172 [488] valid_0's rmse: 3.384 valid_1's rmse: 3.67148 [489] valid_0's rmse: 3.38376 valid_1's rmse: 3.6714 [490] valid_0's rmse: 3.38301 valid_1's rmse: 3.67179 [491] valid_0's rmse: 3.3826 valid_1's rmse: 3.67169 [492] valid_0's rmse: 3.38196 valid_1's rmse: 3.67129 [493] valid_0's rmse: 3.38173 valid_1's rmse: 3.67135 [494] valid_0's rmse: 3.38118 valid_1's rmse: 3.67105 [495] valid_0's rmse: 3.38068 valid_1's rmse: 3.67084 [496] valid_0's rmse: 3.38043 valid_1's rmse: 3.67086 [497] valid_0's rmse: 3.37995 valid_1's rmse: 3.67072 [498] valid_0's rmse: 3.3794 valid_1's rmse: 3.67052 [499] valid_0's rmse: 3.37911 valid_1's rmse: 3.6703 [500] valid_0's rmse: 3.37878 valid_1's rmse: 3.67032 [501] valid_0's rmse: 3.37823 valid_1's rmse: 3.66998 [502] valid_0's rmse: 3.3779 valid_1's rmse: 3.66999 [503] valid_0's rmse: 3.37753 valid_1's rmse: 3.66981 [504] valid_0's rmse: 3.37685 valid_1's rmse: 3.67017 [505] valid_0's rmse: 3.3764 valid_1's rmse: 3.66996 [506] valid_0's rmse: 3.37595 valid_1's rmse: 3.67019 [507] valid_0's rmse: 3.3755 valid_1's rmse: 3.67004 [508] valid_0's rmse: 3.37489 valid_1's rmse: 3.66988 [509] valid_0's rmse: 3.37449 valid_1's rmse: 3.66968 [510] valid_0's rmse: 3.37403 valid_1's rmse: 3.66961 [511] valid_0's rmse: 3.37355 valid_1's rmse: 3.66958 [512] valid_0's rmse: 3.37308 valid_1's rmse: 3.6695 [513] valid_0's rmse: 3.37273 valid_1's rmse: 3.66946 [514] valid_0's rmse: 3.37228 valid_1's rmse: 3.66941 [515] valid_0's rmse: 3.37162 valid_1's rmse: 3.66949 [516] valid_0's rmse: 3.37127 valid_1's rmse: 3.66935 [517] valid_0's rmse: 3.371 valid_1's rmse: 3.66934 [518] valid_0's rmse: 3.37061 valid_1's rmse: 3.66929 [519] valid_0's rmse: 3.37018 valid_1's rmse: 3.66919 [520] valid_0's rmse: 3.36967 valid_1's rmse: 3.66921 [521] valid_0's rmse: 3.3692 valid_1's rmse: 3.669 [522] valid_0's rmse: 3.36852 valid_1's rmse: 3.66903 [523] valid_0's rmse: 3.36795 valid_1's rmse: 3.6692 [524] valid_0's rmse: 3.36741 valid_1's rmse: 3.66895 [525] valid_0's rmse: 3.36698 valid_1's rmse: 3.66868 [526] valid_0's rmse: 3.36633 valid_1's rmse: 3.6691 [527] valid_0's rmse: 3.36595 valid_1's rmse: 3.6689 [528] valid_0's rmse: 3.3655 valid_1's rmse: 3.66917 [529] valid_0's rmse: 3.36489 valid_1's rmse: 3.66915 [530] valid_0's rmse: 3.3644 valid_1's rmse: 3.66904 [531] valid_0's rmse: 3.36396 valid_1's rmse: 3.66869 [532] valid_0's rmse: 3.36342 valid_1's rmse: 3.66872 [533] valid_0's rmse: 3.363 valid_1's rmse: 3.66868 [534] valid_0's rmse: 3.36266 valid_1's rmse: 3.66868 [535] valid_0's rmse: 3.36221 valid_1's rmse: 3.66842 [536] valid_0's rmse: 3.36204 valid_1's rmse: 3.66833 [537] valid_0's rmse: 3.36009 valid_1's rmse: 3.66677 [538] valid_0's rmse: 3.35975 valid_1's rmse: 3.66661 [539] valid_0's rmse: 3.35934 valid_1's rmse: 3.66641 [540] valid_0's rmse: 3.35882 valid_1's rmse: 3.66617 [541] valid_0's rmse: 3.35828 valid_1's rmse: 3.66606 [542] valid_0's rmse: 3.35771 valid_1's rmse: 3.66624 [543] valid_0's rmse: 3.35716 valid_1's rmse: 3.66631 [544] valid_0's rmse: 3.35677 valid_1's rmse: 3.66633 [545] valid_0's rmse: 3.35629 valid_1's rmse: 3.66649 [546] valid_0's rmse: 3.35569 valid_1's rmse: 3.66625 [547] valid_0's rmse: 3.3553 valid_1's rmse: 3.66607 [548] valid_0's rmse: 3.35466 valid_1's rmse: 3.66596 [549] valid_0's rmse: 3.35448 valid_1's rmse: 3.66599 [550] valid_0's rmse: 3.35401 valid_1's rmse: 3.66574 [551] valid_0's rmse: 3.35363 valid_1's rmse: 3.6657 [552] valid_0's rmse: 3.3533 valid_1's rmse: 3.66565 [553] valid_0's rmse: 3.35315 valid_1's rmse: 3.66568 [554] valid_0's rmse: 3.35271 valid_1's rmse: 3.66575 [555] valid_0's rmse: 3.35227 valid_1's rmse: 3.66564 [556] valid_0's rmse: 3.3517 valid_1's rmse: 3.66544 [557] valid_0's rmse: 3.35121 valid_1's rmse: 3.6651 [558] valid_0's rmse: 3.35085 valid_1's rmse: 3.66506 [559] valid_0's rmse: 3.35053 valid_1's rmse: 3.66505 [560] valid_0's rmse: 3.34998 valid_1's rmse: 3.66482 [561] valid_0's rmse: 3.34952 valid_1's rmse: 3.66492 [562] valid_0's rmse: 3.34911 valid_1's rmse: 3.66503 [563] valid_0's rmse: 3.34885 valid_1's rmse: 3.66508 [564] valid_0's rmse: 3.34836 valid_1's rmse: 3.66505 [565] valid_0's rmse: 3.34803 valid_1's rmse: 3.66502 [566] valid_0's rmse: 3.34759 valid_1's rmse: 3.66496 [567] valid_0's rmse: 3.347 valid_1's rmse: 3.66463 [568] valid_0's rmse: 3.34637 valid_1's rmse: 3.66527 [569] valid_0's rmse: 3.34598 valid_1's rmse: 3.66538 [570] valid_0's rmse: 3.34551 valid_1's rmse: 3.66537 [571] valid_0's rmse: 3.34502 valid_1's rmse: 3.66528 [572] valid_0's rmse: 3.34464 valid_1's rmse: 3.66524 [573] valid_0's rmse: 3.34423 valid_1's rmse: 3.66509 [574] valid_0's rmse: 3.3438 valid_1's rmse: 3.66515 [575] valid_0's rmse: 3.34344 valid_1's rmse: 3.665 [576] valid_0's rmse: 3.343 valid_1's rmse: 3.6649 [577] valid_0's rmse: 3.34269 valid_1's rmse: 3.66485 [578] valid_0's rmse: 3.34222 valid_1's rmse: 3.66462 [579] valid_0's rmse: 3.34191 valid_1's rmse: 3.66454 [580] valid_0's rmse: 3.34139 valid_1's rmse: 3.66438 [581] valid_0's rmse: 3.34096 valid_1's rmse: 3.66432 [582] valid_0's rmse: 3.34047 valid_1's rmse: 3.66447 [583] valid_0's rmse: 3.34032 valid_1's rmse: 3.66443 [584] valid_0's rmse: 3.33998 valid_1's rmse: 3.66427 [585] valid_0's rmse: 3.33952 valid_1's rmse: 3.66406 [586] valid_0's rmse: 3.33905 valid_1's rmse: 3.66381 [587] valid_0's rmse: 3.33873 valid_1's rmse: 3.66394 [588] valid_0's rmse: 3.33834 valid_1's rmse: 3.66377 [589] valid_0's rmse: 3.33788 valid_1's rmse: 3.66377 [590] valid_0's rmse: 3.33764 valid_1's rmse: 3.66375 [591] valid_0's rmse: 3.33709 valid_1's rmse: 3.66367 [592] valid_0's rmse: 3.33634 valid_1's rmse: 3.66355 [593] valid_0's rmse: 3.33583 valid_1's rmse: 3.66333 [594] valid_0's rmse: 3.33545 valid_1's rmse: 3.66327 [595] valid_0's rmse: 3.335 valid_1's rmse: 3.66306 [596] valid_0's rmse: 3.33454 valid_1's rmse: 3.663 [597] valid_0's rmse: 3.33396 valid_1's rmse: 3.66271 [598] valid_0's rmse: 3.33358 valid_1's rmse: 3.66259 [599] valid_0's rmse: 3.33296 valid_1's rmse: 3.66248 [600] valid_0's rmse: 3.33233 valid_1's rmse: 3.66234 [601] valid_0's rmse: 3.33188 valid_1's rmse: 3.66236 [602] valid_0's rmse: 3.33148 valid_1's rmse: 3.6622 [603] valid_0's rmse: 3.33106 valid_1's rmse: 3.66216 [604] valid_0's rmse: 3.33077 valid_1's rmse: 3.66219 [605] valid_0's rmse: 3.33004 valid_1's rmse: 3.66185 [606] valid_0's rmse: 3.32954 valid_1's rmse: 3.66171 [607] valid_0's rmse: 3.32894 valid_1's rmse: 3.66173 [608] valid_0's rmse: 3.32871 valid_1's rmse: 3.66167 [609] valid_0's rmse: 3.32833 valid_1's rmse: 3.66159 [610] valid_0's rmse: 3.3278 valid_1's rmse: 3.66133 [611] valid_0's rmse: 3.32736 valid_1's rmse: 3.6613 [612] valid_0's rmse: 3.32683 valid_1's rmse: 3.66131 [613] valid_0's rmse: 3.32635 valid_1's rmse: 3.66102 [614] valid_0's rmse: 3.32594 valid_1's rmse: 3.66097 [615] valid_0's rmse: 3.32551 valid_1's rmse: 3.66081 [616] valid_0's rmse: 3.32496 valid_1's rmse: 3.66056 [617] valid_0's rmse: 3.32454 valid_1's rmse: 3.66048 [618] valid_0's rmse: 3.3242 valid_1's rmse: 3.66044 [619] valid_0's rmse: 3.324 valid_1's rmse: 3.6604 [620] valid_0's rmse: 3.32348 valid_1's rmse: 3.66021 [621] valid_0's rmse: 3.32315 valid_1's rmse: 3.66028 [622] valid_0's rmse: 3.32281 valid_1's rmse: 3.66025 [623] valid_0's rmse: 3.32237 valid_1's rmse: 3.65998 [624] valid_0's rmse: 3.32176 valid_1's rmse: 3.65961 [625] valid_0's rmse: 3.32149 valid_1's rmse: 3.65953 [626] valid_0's rmse: 3.32123 valid_1's rmse: 3.65933 [627] valid_0's rmse: 3.32088 valid_1's rmse: 3.65935 [628] valid_0's rmse: 3.32019 valid_1's rmse: 3.65889 [629] valid_0's rmse: 3.31977 valid_1's rmse: 3.6586 [630] valid_0's rmse: 3.31897 valid_1's rmse: 3.65815 [631] valid_0's rmse: 3.31858 valid_1's rmse: 3.65831 [632] valid_0's rmse: 3.31816 valid_1's rmse: 3.65806 [633] valid_0's rmse: 3.31741 valid_1's rmse: 3.65753 [634] valid_0's rmse: 3.31706 valid_1's rmse: 3.65761 [635] valid_0's rmse: 3.31645 valid_1's rmse: 3.65737 [636] valid_0's rmse: 3.31599 valid_1's rmse: 3.65735 [637] valid_0's rmse: 3.31564 valid_1's rmse: 3.65744 [638] valid_0's rmse: 3.31521 valid_1's rmse: 3.65733 [639] valid_0's rmse: 3.31487 valid_1's rmse: 3.65715 [640] valid_0's rmse: 3.31445 valid_1's rmse: 3.65699 [641] valid_0's rmse: 3.31403 valid_1's rmse: 3.65709 [642] valid_0's rmse: 3.31358 valid_1's rmse: 3.65699 [643] valid_0's rmse: 3.31303 valid_1's rmse: 3.65677 [644] valid_0's rmse: 3.31261 valid_1's rmse: 3.6567 [645] valid_0's rmse: 3.31215 valid_1's rmse: 3.65643 [646] valid_0's rmse: 3.31179 valid_1's rmse: 3.65633 [647] valid_0's rmse: 3.3114 valid_1's rmse: 3.65633 [648] valid_0's rmse: 3.31112 valid_1's rmse: 3.65631 [649] valid_0's rmse: 3.31058 valid_1's rmse: 3.65609 [650] valid_0's rmse: 3.31017 valid_1's rmse: 3.65598 [651] valid_0's rmse: 3.30978 valid_1's rmse: 3.65608 [652] valid_0's rmse: 3.30924 valid_1's rmse: 3.65607 [653] valid_0's rmse: 3.30886 valid_1's rmse: 3.65588 [654] valid_0's rmse: 3.30851 valid_1's rmse: 3.65585 [655] valid_0's rmse: 3.30804 valid_1's rmse: 3.65551 [656] valid_0's rmse: 3.30756 valid_1's rmse: 3.6553 [657] valid_0's rmse: 3.30723 valid_1's rmse: 3.65514 [658] valid_0's rmse: 3.30679 valid_1's rmse: 3.65522 [659] valid_0's rmse: 3.30636 valid_1's rmse: 3.65482 [660] valid_0's rmse: 3.30581 valid_1's rmse: 3.6546 [661] valid_0's rmse: 3.30559 valid_1's rmse: 3.65461 [662] valid_0's rmse: 3.30541 valid_1's rmse: 3.65463 [663] valid_0's rmse: 3.30493 valid_1's rmse: 3.65431 [664] valid_0's rmse: 3.30446 valid_1's rmse: 3.65471 [665] valid_0's rmse: 3.30394 valid_1's rmse: 3.65469 [666] valid_0's rmse: 3.30346 valid_1's rmse: 3.65466 [667] valid_0's rmse: 3.30306 valid_1's rmse: 3.65455 [668] valid_0's rmse: 3.30282 valid_1's rmse: 3.65454 [669] valid_0's rmse: 3.3024 valid_1's rmse: 3.65453 [670] valid_0's rmse: 3.30209 valid_1's rmse: 3.65448 [671] valid_0's rmse: 3.30171 valid_1's rmse: 3.65455 [672] valid_0's rmse: 3.30129 valid_1's rmse: 3.6546 [673] valid_0's rmse: 3.30071 valid_1's rmse: 3.65467 [674] valid_0's rmse: 3.30039 valid_1's rmse: 3.65475 [675] valid_0's rmse: 3.30015 valid_1's rmse: 3.65462 [676] valid_0's rmse: 3.29973 valid_1's rmse: 3.6546 [677] valid_0's rmse: 3.29933 valid_1's rmse: 3.65459 [678] valid_0's rmse: 3.29894 valid_1's rmse: 3.65467 [679] valid_0's rmse: 3.29841 valid_1's rmse: 3.65472 [680] valid_0's rmse: 3.29799 valid_1's rmse: 3.65462 [681] valid_0's rmse: 3.29774 valid_1's rmse: 3.65453 [682] valid_0's rmse: 3.29725 valid_1's rmse: 3.65469 [683] valid_0's rmse: 3.29681 valid_1's rmse: 3.6547 Early stopping, best iteration is: [663] valid_0's rmse: 3.30493 valid_1's rmse: 3.65431 SCORE: 3.6543135305751346 [1] valid_0's rmse: 8.96947 valid_1's rmse: 8.92803 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38143 valid_1's rmse: 8.34194 [3] valid_0's rmse: 7.85678 valid_1's rmse: 7.81837 [4] valid_0's rmse: 7.39833 valid_1's rmse: 7.36054 [5] valid_0's rmse: 6.99829 valid_1's rmse: 6.96211 [6] valid_0's rmse: 6.64861 valid_1's rmse: 6.61338 [7] valid_0's rmse: 6.34653 valid_1's rmse: 6.31278 [8] valid_0's rmse: 6.07614 valid_1's rmse: 6.04294 [9] valid_0's rmse: 5.8599 valid_1's rmse: 5.82787 [10] valid_0's rmse: 5.65588 valid_1's rmse: 5.624 [11] valid_0's rmse: 5.48154 valid_1's rmse: 5.45194 [12] valid_0's rmse: 5.34242 valid_1's rmse: 5.31343 [13] valid_0's rmse: 5.22108 valid_1's rmse: 5.19409 [14] valid_0's rmse: 5.07471 valid_1's rmse: 5.04852 [15] valid_0's rmse: 4.97678 valid_1's rmse: 4.95179 [16] valid_0's rmse: 4.87153 valid_1's rmse: 4.847 [17] valid_0's rmse: 4.79969 valid_1's rmse: 4.77572 [18] valid_0's rmse: 4.73827 valid_1's rmse: 4.71541 [19] valid_0's rmse: 4.66809 valid_1's rmse: 4.64708 [20] valid_0's rmse: 4.60628 valid_1's rmse: 4.58604 [21] valid_0's rmse: 4.56423 valid_1's rmse: 4.54469 [22] valid_0's rmse: 4.52718 valid_1's rmse: 4.5081 [23] valid_0's rmse: 4.47207 valid_1's rmse: 4.45345 [24] valid_0's rmse: 4.43478 valid_1's rmse: 4.41659 [25] valid_0's rmse: 4.39524 valid_1's rmse: 4.37762 [26] valid_0's rmse: 4.34857 valid_1's rmse: 4.33149 [27] valid_0's rmse: 4.32073 valid_1's rmse: 4.30431 [28] valid_0's rmse: 4.29831 valid_1's rmse: 4.28374 [29] valid_0's rmse: 4.2746 valid_1's rmse: 4.26246 [30] valid_0's rmse: 4.25855 valid_1's rmse: 4.24738 [31] valid_0's rmse: 4.23137 valid_1's rmse: 4.2205 [32] valid_0's rmse: 4.21713 valid_1's rmse: 4.20827 [33] valid_0's rmse: 4.19941 valid_1's rmse: 4.19162 [34] valid_0's rmse: 4.17165 valid_1's rmse: 4.1637 [35] valid_0's rmse: 4.15922 valid_1's rmse: 4.15258 [36] valid_0's rmse: 4.14714 valid_1's rmse: 4.1416 [37] valid_0's rmse: 4.12376 valid_1's rmse: 4.1186 [38] valid_0's rmse: 4.11192 valid_1's rmse: 4.11023 [39] valid_0's rmse: 4.10226 valid_1's rmse: 4.10057 [40] valid_0's rmse: 4.08707 valid_1's rmse: 4.08582 [41] valid_0's rmse: 4.07888 valid_1's rmse: 4.07917 [42] valid_0's rmse: 4.06926 valid_1's rmse: 4.07132 [43] valid_0's rmse: 4.0631 valid_1's rmse: 4.06649 [44] valid_0's rmse: 4.04535 valid_1's rmse: 4.04889 [45] valid_0's rmse: 4.03782 valid_1's rmse: 4.0422 [46] valid_0's rmse: 4.03103 valid_1's rmse: 4.03663 [47] valid_0's rmse: 4.02331 valid_1's rmse: 4.03017 [48] valid_0's rmse: 4.01012 valid_1's rmse: 4.01715 [49] valid_0's rmse: 4.00393 valid_1's rmse: 4.01214 [50] valid_0's rmse: 3.99597 valid_1's rmse: 4.00521 [51] valid_0's rmse: 3.98937 valid_1's rmse: 3.99902 [52] valid_0's rmse: 3.98383 valid_1's rmse: 3.99509 [53] valid_0's rmse: 3.9792 valid_1's rmse: 3.9923 [54] valid_0's rmse: 3.96843 valid_1's rmse: 3.9817 [55] valid_0's rmse: 3.96244 valid_1's rmse: 3.97645 [56] valid_0's rmse: 3.95783 valid_1's rmse: 3.97446 [57] valid_0's rmse: 3.95061 valid_1's rmse: 3.96759 [58] valid_0's rmse: 3.94658 valid_1's rmse: 3.96478 [59] valid_0's rmse: 3.93454 valid_1's rmse: 3.9533 [60] valid_0's rmse: 3.92672 valid_1's rmse: 3.9459 [61] valid_0's rmse: 3.92108 valid_1's rmse: 3.94092 [62] valid_0's rmse: 3.91696 valid_1's rmse: 3.93797 [63] valid_0's rmse: 3.91272 valid_1's rmse: 3.9345 [64] valid_0's rmse: 3.90887 valid_1's rmse: 3.93139 [65] valid_0's rmse: 3.90125 valid_1's rmse: 3.92464 [66] valid_0's rmse: 3.89743 valid_1's rmse: 3.92113 [67] valid_0's rmse: 3.89364 valid_1's rmse: 3.91764 [68] valid_0's rmse: 3.88652 valid_1's rmse: 3.91062 [69] valid_0's rmse: 3.88086 valid_1's rmse: 3.90536 [70] valid_0's rmse: 3.87558 valid_1's rmse: 3.90056 [71] valid_0's rmse: 3.87112 valid_1's rmse: 3.89726 [72] valid_0's rmse: 3.86502 valid_1's rmse: 3.89152 [73] valid_0's rmse: 3.86053 valid_1's rmse: 3.88734 [74] valid_0's rmse: 3.85696 valid_1's rmse: 3.88454 [75] valid_0's rmse: 3.85402 valid_1's rmse: 3.88282 [76] valid_0's rmse: 3.85018 valid_1's rmse: 3.88041 [77] valid_0's rmse: 3.84716 valid_1's rmse: 3.87924 [78] valid_0's rmse: 3.84029 valid_1's rmse: 3.87298 [79] valid_0's rmse: 3.83668 valid_1's rmse: 3.8705 [80] valid_0's rmse: 3.83304 valid_1's rmse: 3.86692 [81] valid_0's rmse: 3.8282 valid_1's rmse: 3.86298 [82] valid_0's rmse: 3.82284 valid_1's rmse: 3.85786 [83] valid_0's rmse: 3.81904 valid_1's rmse: 3.85531 [84] valid_0's rmse: 3.8163 valid_1's rmse: 3.85296 [85] valid_0's rmse: 3.81342 valid_1's rmse: 3.85184 [86] valid_0's rmse: 3.80965 valid_1's rmse: 3.84875 [87] valid_0's rmse: 3.80524 valid_1's rmse: 3.84477 [88] valid_0's rmse: 3.80033 valid_1's rmse: 3.84058 [89] valid_0's rmse: 3.79664 valid_1's rmse: 3.8371 [90] valid_0's rmse: 3.79379 valid_1's rmse: 3.83588 [91] valid_0's rmse: 3.79036 valid_1's rmse: 3.83313 [92] valid_0's rmse: 3.78774 valid_1's rmse: 3.83269 [93] valid_0's rmse: 3.78537 valid_1's rmse: 3.83197 [94] valid_0's rmse: 3.78307 valid_1's rmse: 3.8302 [95] valid_0's rmse: 3.77864 valid_1's rmse: 3.82637 [96] valid_0's rmse: 3.77527 valid_1's 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valid_1's rmse: 3.66011 [616] valid_0's rmse: 3.31368 valid_1's rmse: 3.66015 [617] valid_0's rmse: 3.31333 valid_1's rmse: 3.66019 [618] valid_0's rmse: 3.31293 valid_1's rmse: 3.66022 [619] valid_0's rmse: 3.31247 valid_1's rmse: 3.66007 [620] valid_0's rmse: 3.31211 valid_1's rmse: 3.66008 [621] valid_0's rmse: 3.31161 valid_1's rmse: 3.66018 [622] valid_0's rmse: 3.3112 valid_1's rmse: 3.6602 [623] valid_0's rmse: 3.31066 valid_1's rmse: 3.65999 [624] valid_0's rmse: 3.31004 valid_1's rmse: 3.65967 [625] valid_0's rmse: 3.3095 valid_1's rmse: 3.65947 [626] valid_0's rmse: 3.30897 valid_1's rmse: 3.65956 [627] valid_0's rmse: 3.3086 valid_1's rmse: 3.6593 [628] valid_0's rmse: 3.30822 valid_1's rmse: 3.65923 [629] valid_0's rmse: 3.30782 valid_1's rmse: 3.65918 [630] valid_0's rmse: 3.30745 valid_1's rmse: 3.65874 [631] valid_0's rmse: 3.30701 valid_1's rmse: 3.6588 [632] valid_0's rmse: 3.30648 valid_1's rmse: 3.6585 [633] valid_0's rmse: 3.30612 valid_1's rmse: 3.65843 [634] valid_0's rmse: 3.30574 valid_1's rmse: 3.65849 [635] valid_0's rmse: 3.3054 valid_1's rmse: 3.65853 [636] valid_0's rmse: 3.30493 valid_1's rmse: 3.65846 [637] valid_0's rmse: 3.30445 valid_1's rmse: 3.65827 [638] valid_0's rmse: 3.30398 valid_1's rmse: 3.65815 [639] valid_0's rmse: 3.30365 valid_1's rmse: 3.65805 [640] valid_0's rmse: 3.30313 valid_1's rmse: 3.65783 [641] valid_0's rmse: 3.3029 valid_1's rmse: 3.65795 [642] valid_0's rmse: 3.30262 valid_1's rmse: 3.65804 [643] valid_0's rmse: 3.30234 valid_1's rmse: 3.65822 [644] valid_0's rmse: 3.302 valid_1's rmse: 3.65833 [645] valid_0's rmse: 3.30156 valid_1's rmse: 3.65817 [646] valid_0's rmse: 3.30129 valid_1's rmse: 3.65825 [647] valid_0's rmse: 3.30087 valid_1's rmse: 3.65838 [648] valid_0's rmse: 3.30059 valid_1's rmse: 3.65841 [649] valid_0's rmse: 3.3001 valid_1's rmse: 3.65832 [650] valid_0's rmse: 3.29967 valid_1's rmse: 3.65828 [651] valid_0's rmse: 3.29921 valid_1's rmse: 3.65832 [652] valid_0's rmse: 3.29884 valid_1's rmse: 3.65835 [653] valid_0's rmse: 3.29845 valid_1's rmse: 3.65812 [654] valid_0's rmse: 3.29798 valid_1's rmse: 3.65796 [655] valid_0's rmse: 3.29753 valid_1's rmse: 3.65793 [656] valid_0's rmse: 3.29713 valid_1's rmse: 3.65794 [657] valid_0's rmse: 3.2968 valid_1's rmse: 3.65806 [658] valid_0's rmse: 3.29624 valid_1's rmse: 3.65819 [659] valid_0's rmse: 3.29598 valid_1's rmse: 3.65812 [660] valid_0's rmse: 3.29544 valid_1's rmse: 3.6581 Early stopping, best iteration is: [640] valid_0's rmse: 3.30313 valid_1's rmse: 3.65783 SCORE: 3.6578348697723273 [1] valid_0's rmse: 8.96966 valid_1's rmse: 8.9288 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37313 valid_1's rmse: 8.33361 [3] valid_0's rmse: 7.85295 valid_1's rmse: 7.81488 [4] valid_0's rmse: 7.39573 valid_1's rmse: 7.35847 [5] valid_0's rmse: 6.98466 valid_1's rmse: 6.94821 [6] valid_0's rmse: 6.64221 valid_1's rmse: 6.60697 [7] valid_0's rmse: 6.34092 valid_1's rmse: 6.30677 [8] valid_0's rmse: 6.07787 valid_1's rmse: 6.04465 [9] valid_0's rmse: 5.84032 valid_1's rmse: 5.80821 [10] valid_0's rmse: 5.649 valid_1's rmse: 5.61887 [11] valid_0's rmse: 5.484 valid_1's rmse: 5.45524 [12] valid_0's rmse: 5.34526 valid_1's rmse: 5.31727 [13] valid_0's rmse: 5.20152 valid_1's rmse: 5.17472 [14] valid_0's rmse: 5.08681 valid_1's rmse: 5.06149 [15] valid_0's rmse: 4.98536 valid_1's rmse: 4.96077 [16] valid_0's rmse: 4.89025 valid_1's rmse: 4.86636 [17] valid_0's rmse: 4.78938 valid_1's rmse: 4.76533 [18] valid_0's rmse: 4.72235 valid_1's rmse: 4.6984 [19] valid_0's rmse: 4.6688 valid_1's rmse: 4.64659 [20] valid_0's rmse: 4.60752 valid_1's rmse: 4.58597 [21] valid_0's rmse: 4.54598 valid_1's rmse: 4.52585 [22] valid_0's rmse: 4.50755 valid_1's rmse: 4.48807 [23] valid_0's rmse: 4.45355 valid_1's rmse: 4.43434 [24] valid_0's rmse: 4.42011 valid_1's rmse: 4.40167 [25] valid_0's rmse: 4.37039 valid_1's rmse: 4.35217 [26] valid_0's rmse: 4.34712 valid_1's rmse: 4.33099 [27] valid_0's rmse: 4.314 valid_1's rmse: 4.29815 [28] valid_0's rmse: 4.29199 valid_1's rmse: 4.27763 [29] valid_0's rmse: 4.2753 valid_1's rmse: 4.26411 [30] valid_0's rmse: 4.25891 valid_1's rmse: 4.24838 [31] valid_0's rmse: 4.2403 valid_1's rmse: 4.23226 [32] valid_0's rmse: 4.21755 valid_1's rmse: 4.20991 [33] valid_0's rmse: 4.20124 valid_1's rmse: 4.19422 [34] valid_0's rmse: 4.18802 valid_1's rmse: 4.18174 [35] valid_0's rmse: 4.17437 valid_1's rmse: 4.16885 [36] valid_0's rmse: 4.16297 valid_1's rmse: 4.15811 [37] valid_0's rmse: 4.15159 valid_1's rmse: 4.14785 [38] valid_0's rmse: 4.13087 valid_1's rmse: 4.1276 [39] valid_0's rmse: 4.12308 valid_1's rmse: 4.12167 [40] valid_0's rmse: 4.11455 valid_1's rmse: 4.11468 [41] valid_0's rmse: 4.09655 valid_1's rmse: 4.09676 [42] valid_0's rmse: 4.07599 valid_1's rmse: 4.07664 [43] valid_0's rmse: 4.06964 valid_1's rmse: 4.07103 [44] valid_0's rmse: 4.06041 valid_1's rmse: 4.06239 [45] valid_0's rmse: 4.05412 valid_1's rmse: 4.05807 [46] valid_0's rmse: 4.04671 valid_1's rmse: 4.05173 [47] valid_0's rmse: 4.04163 valid_1's rmse: 4.04967 [48] valid_0's rmse: 4.02888 valid_1's rmse: 4.03635 [49] valid_0's rmse: 4.01918 valid_1's rmse: 4.02796 [50] valid_0's rmse: 4.00967 valid_1's rmse: 4.01935 [51] valid_0's rmse: 4.00072 valid_1's rmse: 4.01158 [52] valid_0's rmse: 3.9921 valid_1's rmse: 4.00414 [53] valid_0's rmse: 3.9866 valid_1's rmse: 4.0001 [54] valid_0's rmse: 3.97852 valid_1's rmse: 3.99468 [55] valid_0's rmse: 3.97296 valid_1's rmse: 3.99111 [56] valid_0's rmse: 3.96725 valid_1's rmse: 3.98687 [57] valid_0's rmse: 3.96103 valid_1's rmse: 3.98306 [58] valid_0's rmse: 3.95597 valid_1's rmse: 3.97846 [59] valid_0's rmse: 3.94957 valid_1's rmse: 3.97193 [60] valid_0's rmse: 3.94475 valid_1's rmse: 3.96784 [61] valid_0's rmse: 3.94135 valid_1's rmse: 3.96515 [62] valid_0's rmse: 3.93735 valid_1's rmse: 3.96219 [63] valid_0's rmse: 3.93114 valid_1's rmse: 3.95656 [64] valid_0's rmse: 3.92459 valid_1's rmse: 3.95306 [65] valid_0's rmse: 3.91505 valid_1's rmse: 3.94401 [66] valid_0's rmse: 3.91115 valid_1's rmse: 3.94098 [67] valid_0's rmse: 3.90641 valid_1's rmse: 3.9369 [68] valid_0's rmse: 3.90245 valid_1's rmse: 3.93348 [69] valid_0's rmse: 3.89653 valid_1's rmse: 3.92852 [70] valid_0's rmse: 3.89263 valid_1's rmse: 3.92758 [71] valid_0's rmse: 3.88813 valid_1's rmse: 3.92331 [72] valid_0's rmse: 3.88506 valid_1's rmse: 3.92079 [73] valid_0's rmse: 3.8807 valid_1's rmse: 3.91751 [74] valid_0's rmse: 3.87809 valid_1's rmse: 3.91606 [75] valid_0's rmse: 3.87371 valid_1's rmse: 3.9122 [76] valid_0's rmse: 3.86704 valid_1's rmse: 3.90552 [77] valid_0's rmse: 3.86344 valid_1's rmse: 3.90326 [78] valid_0's rmse: 3.86039 valid_1's rmse: 3.90205 [79] valid_0's rmse: 3.8576 valid_1's rmse: 3.90005 [80] valid_0's rmse: 3.85317 valid_1's rmse: 3.896 [81] valid_0's rmse: 3.85066 valid_1's rmse: 3.89451 [82] valid_0's rmse: 3.84749 valid_1's rmse: 3.89378 [83] valid_0's rmse: 3.84196 valid_1's rmse: 3.88817 [84] valid_0's rmse: 3.83922 valid_1's rmse: 3.88693 [85] valid_0's rmse: 3.83526 valid_1's rmse: 3.88329 [86] valid_0's rmse: 3.83215 valid_1's rmse: 3.88155 [87] valid_0's rmse: 3.82884 valid_1's rmse: 3.87872 [88] valid_0's rmse: 3.8249 valid_1's rmse: 3.87521 [89] valid_0's rmse: 3.82169 valid_1's rmse: 3.87359 [90] valid_0's rmse: 3.81885 valid_1's rmse: 3.87211 [91] valid_0's rmse: 3.81538 valid_1's rmse: 3.86963 [92] valid_0's rmse: 3.81312 valid_1's rmse: 3.86854 [93] valid_0's rmse: 3.80847 valid_1's rmse: 3.86408 [94] valid_0's rmse: 3.80439 valid_1's rmse: 3.86075 [95] valid_0's rmse: 3.8003 valid_1's rmse: 3.85736 [96] valid_0's rmse: 3.79842 valid_1's rmse: 3.85611 [97] valid_0's rmse: 3.7909 valid_1's rmse: 3.84902 [98] valid_0's rmse: 3.78838 valid_1's rmse: 3.8477 [99] valid_0's rmse: 3.78394 valid_1's rmse: 3.84359 [100] valid_0's rmse: 3.78092 valid_1's rmse: 3.84284 [101] valid_0's rmse: 3.77858 valid_1's rmse: 3.84201 [102] valid_0's rmse: 3.77623 valid_1's rmse: 3.84168 [103] valid_0's rmse: 3.77392 valid_1's rmse: 3.84034 [104] valid_0's rmse: 3.76922 valid_1's rmse: 3.83627 [105] valid_0's rmse: 3.76688 valid_1's rmse: 3.83515 [106] valid_0's rmse: 3.76168 valid_1's rmse: 3.83089 [107] valid_0's rmse: 3.75835 valid_1's rmse: 3.82913 [108] valid_0's rmse: 3.75417 valid_1's rmse: 3.82587 [109] valid_0's rmse: 3.75172 valid_1's rmse: 3.8253 [110] valid_0's rmse: 3.74952 valid_1's rmse: 3.82442 [111] valid_0's rmse: 3.74656 valid_1's rmse: 3.82186 [112] valid_0's rmse: 3.74489 valid_1's rmse: 3.821 [113] valid_0's rmse: 3.7415 valid_1's rmse: 3.81802 [114] valid_0's rmse: 3.73826 valid_1's rmse: 3.81516 [115] valid_0's rmse: 3.73539 valid_1's rmse: 3.81393 [116] valid_0's rmse: 3.73347 valid_1's rmse: 3.81249 [117] valid_0's rmse: 3.73088 valid_1's rmse: 3.8106 [118] valid_0's rmse: 3.72751 valid_1's rmse: 3.80794 [119] valid_0's rmse: 3.72494 valid_1's rmse: 3.80554 [120] valid_0's rmse: 3.72228 valid_1's rmse: 3.80338 [121] valid_0's rmse: 3.71929 valid_1's rmse: 3.80245 [122] valid_0's rmse: 3.71765 valid_1's rmse: 3.80215 [123] valid_0's rmse: 3.71626 valid_1's rmse: 3.80137 [124] valid_0's rmse: 3.71429 valid_1's rmse: 3.79995 [125] valid_0's rmse: 3.71248 valid_1's rmse: 3.79967 [126] valid_0's rmse: 3.70981 valid_1's rmse: 3.79775 [127] valid_0's rmse: 3.70722 valid_1's rmse: 3.79565 [128] valid_0's rmse: 3.70566 valid_1's rmse: 3.79479 [129] valid_0's rmse: 3.70412 valid_1's rmse: 3.79406 [130] valid_0's rmse: 3.70219 valid_1's rmse: 3.79247 [131] valid_0's rmse: 3.70089 valid_1's rmse: 3.79257 [132] valid_0's rmse: 3.69945 valid_1's rmse: 3.79185 [133] valid_0's rmse: 3.6984 valid_1's rmse: 3.7916 [134] valid_0's rmse: 3.697 valid_1's rmse: 3.7909 [135] valid_0's rmse: 3.69482 valid_1's rmse: 3.7892 [136] valid_0's rmse: 3.69177 valid_1's rmse: 3.78639 [137] valid_0's rmse: 3.69031 valid_1's rmse: 3.78569 [138] valid_0's rmse: 3.68909 valid_1's rmse: 3.78513 [139] valid_0's rmse: 3.68727 valid_1's rmse: 3.78526 [140] valid_0's rmse: 3.68558 valid_1's rmse: 3.78499 [141] valid_0's rmse: 3.68427 valid_1's rmse: 3.78474 [142] valid_0's rmse: 3.68187 valid_1's rmse: 3.78314 [143] valid_0's rmse: 3.68042 valid_1's rmse: 3.78255 [144] valid_0's rmse: 3.67896 valid_1's rmse: 3.78239 [145] valid_0's rmse: 3.6769 valid_1's rmse: 3.78101 [146] valid_0's rmse: 3.67544 valid_1's rmse: 3.78045 [147] valid_0's rmse: 3.67382 valid_1's rmse: 3.77919 [148] valid_0's rmse: 3.67284 valid_1's rmse: 3.77916 [149] valid_0's rmse: 3.67065 valid_1's rmse: 3.7776 [150] valid_0's rmse: 3.66871 valid_1's rmse: 3.77575 [151] valid_0's rmse: 3.66751 valid_1's rmse: 3.77523 [152] valid_0's rmse: 3.66444 valid_1's rmse: 3.77255 [153] valid_0's rmse: 3.66273 valid_1's rmse: 3.77203 [154] valid_0's rmse: 3.66138 valid_1's rmse: 3.77089 [155] valid_0's rmse: 3.65994 valid_1's rmse: 3.77083 [156] valid_0's rmse: 3.65611 valid_1's rmse: 3.76739 [157] valid_0's rmse: 3.65341 valid_1's rmse: 3.76572 [158] valid_0's rmse: 3.65227 valid_1's rmse: 3.76551 [159] valid_0's rmse: 3.65095 valid_1's rmse: 3.76491 [160] valid_0's rmse: 3.64945 valid_1's rmse: 3.76427 [161] valid_0's rmse: 3.64804 valid_1's rmse: 3.76446 [162] valid_0's rmse: 3.64626 valid_1's rmse: 3.76365 [163] valid_0's rmse: 3.64423 valid_1's rmse: 3.76259 [164] valid_0's rmse: 3.64256 valid_1's rmse: 3.76245 [165] valid_0's rmse: 3.6415 valid_1's rmse: 3.76147 [166] valid_0's rmse: 3.63992 valid_1's rmse: 3.76139 [167] valid_0's rmse: 3.63873 valid_1's rmse: 3.76073 [168] valid_0's rmse: 3.63714 valid_1's rmse: 3.75988 [169] valid_0's rmse: 3.63603 valid_1's rmse: 3.75964 [170] valid_0's rmse: 3.63439 valid_1's rmse: 3.75925 [171] valid_0's rmse: 3.63282 valid_1's rmse: 3.75836 [172] valid_0's rmse: 3.62986 valid_1's rmse: 3.75588 [173] valid_0's rmse: 3.62751 valid_1's rmse: 3.75384 [174] valid_0's rmse: 3.62548 valid_1's rmse: 3.75211 [175] valid_0's rmse: 3.62423 valid_1's rmse: 3.75207 [176] valid_0's rmse: 3.6229 valid_1's rmse: 3.75153 [177] valid_0's rmse: 3.62134 valid_1's rmse: 3.75011 [178] valid_0's rmse: 3.62021 valid_1's rmse: 3.74996 [179] valid_0's rmse: 3.6187 valid_1's rmse: 3.74908 [180] valid_0's rmse: 3.61735 valid_1's rmse: 3.74886 [181] valid_0's rmse: 3.61641 valid_1's rmse: 3.7489 [182] valid_0's rmse: 3.61381 valid_1's rmse: 3.74704 [183] valid_0's rmse: 3.61316 valid_1's rmse: 3.74666 [184] valid_0's rmse: 3.61218 valid_1's rmse: 3.74613 [185] valid_0's rmse: 3.61117 valid_1's rmse: 3.74595 [186] valid_0's rmse: 3.60969 valid_1's rmse: 3.74526 [187] valid_0's rmse: 3.60884 valid_1's rmse: 3.74484 [188] valid_0's rmse: 3.60752 valid_1's rmse: 3.74393 [189] valid_0's rmse: 3.60626 valid_1's rmse: 3.74352 [190] valid_0's rmse: 3.60532 valid_1's rmse: 3.74321 [191] valid_0's rmse: 3.60427 valid_1's rmse: 3.7432 [192] valid_0's rmse: 3.60331 valid_1's rmse: 3.74275 [193] valid_0's rmse: 3.6024 valid_1's rmse: 3.74254 [194] valid_0's rmse: 3.60137 valid_1's rmse: 3.74203 [195] valid_0's rmse: 3.59977 valid_1's rmse: 3.74096 [196] valid_0's rmse: 3.5984 valid_1's rmse: 3.73984 [197] valid_0's rmse: 3.59683 valid_1's rmse: 3.73914 [198] valid_0's rmse: 3.59595 valid_1's rmse: 3.73865 [199] valid_0's rmse: 3.59527 valid_1's rmse: 3.7386 [200] valid_0's rmse: 3.59422 valid_1's rmse: 3.73884 [201] valid_0's rmse: 3.59346 valid_1's rmse: 3.73884 [202] valid_0's rmse: 3.59225 valid_1's rmse: 3.73874 [203] valid_0's rmse: 3.59101 valid_1's rmse: 3.73825 [204] valid_0's rmse: 3.58998 valid_1's rmse: 3.73807 [205] valid_0's rmse: 3.58893 valid_1's rmse: 3.73781 [206] valid_0's rmse: 3.58819 valid_1's rmse: 3.73781 [207] valid_0's rmse: 3.58742 valid_1's rmse: 3.73766 [208] valid_0's rmse: 3.58639 valid_1's rmse: 3.73772 [209] valid_0's rmse: 3.58532 valid_1's rmse: 3.73735 [210] valid_0's rmse: 3.584 valid_1's rmse: 3.73749 [211] valid_0's rmse: 3.58275 valid_1's rmse: 3.73713 [212] valid_0's rmse: 3.58202 valid_1's rmse: 3.73713 [213] valid_0's rmse: 3.58142 valid_1's rmse: 3.73699 [214] valid_0's rmse: 3.58036 valid_1's rmse: 3.73656 [215] valid_0's rmse: 3.57879 valid_1's rmse: 3.73602 [216] valid_0's rmse: 3.57762 valid_1's rmse: 3.73548 [217] valid_0's rmse: 3.57637 valid_1's rmse: 3.73484 [218] valid_0's rmse: 3.57525 valid_1's rmse: 3.73426 [219] valid_0's rmse: 3.57412 valid_1's rmse: 3.73431 [220] valid_0's rmse: 3.57265 valid_1's rmse: 3.73376 [221] valid_0's rmse: 3.57121 valid_1's rmse: 3.73337 [222] valid_0's rmse: 3.57004 valid_1's rmse: 3.73275 [223] valid_0's rmse: 3.56891 valid_1's rmse: 3.73264 [224] valid_0's rmse: 3.56815 valid_1's rmse: 3.73287 [225] valid_0's rmse: 3.56733 valid_1's rmse: 3.73261 [226] valid_0's rmse: 3.56609 valid_1's rmse: 3.73236 [227] valid_0's rmse: 3.56476 valid_1's rmse: 3.73159 [228] valid_0's rmse: 3.56401 valid_1's rmse: 3.73124 [229] valid_0's rmse: 3.56306 valid_1's rmse: 3.7309 [230] valid_0's rmse: 3.56193 valid_1's rmse: 3.73018 [231] valid_0's rmse: 3.56109 valid_1's rmse: 3.72988 [232] valid_0's rmse: 3.56053 valid_1's rmse: 3.72976 [233] valid_0's rmse: 3.5589 valid_1's rmse: 3.72899 [234] valid_0's rmse: 3.55832 valid_1's rmse: 3.72875 [235] valid_0's rmse: 3.55744 valid_1's rmse: 3.72916 [236] valid_0's rmse: 3.55668 valid_1's rmse: 3.72891 [237] valid_0's rmse: 3.5562 valid_1's rmse: 3.7288 [238] valid_0's rmse: 3.5554 valid_1's rmse: 3.72868 [239] valid_0's rmse: 3.55411 valid_1's rmse: 3.72806 [240] valid_0's rmse: 3.55314 valid_1's rmse: 3.72729 [241] valid_0's rmse: 3.55181 valid_1's rmse: 3.72724 [242] valid_0's rmse: 3.55091 valid_1's rmse: 3.72693 [243] valid_0's rmse: 3.54987 valid_1's rmse: 3.72708 [244] valid_0's rmse: 3.54893 valid_1's rmse: 3.72694 [245] valid_0's rmse: 3.54793 valid_1's rmse: 3.727 [246] valid_0's rmse: 3.54655 valid_1's rmse: 3.72632 [247] valid_0's rmse: 3.54572 valid_1's rmse: 3.72567 [248] valid_0's rmse: 3.54516 valid_1's rmse: 3.72565 [249] valid_0's rmse: 3.54427 valid_1's rmse: 3.72528 [250] valid_0's rmse: 3.54332 valid_1's rmse: 3.72531 [251] valid_0's rmse: 3.54224 valid_1's rmse: 3.72484 [252] valid_0's rmse: 3.54067 valid_1's rmse: 3.72379 [253] valid_0's rmse: 3.54015 valid_1's rmse: 3.72364 [254] valid_0's rmse: 3.5394 valid_1's rmse: 3.72343 [255] valid_0's rmse: 3.53815 valid_1's rmse: 3.72284 [256] valid_0's rmse: 3.53727 valid_1's rmse: 3.72224 [257] valid_0's rmse: 3.53462 valid_1's rmse: 3.72011 [258] valid_0's rmse: 3.53403 valid_1's rmse: 3.72008 [259] valid_0's rmse: 3.53308 valid_1's rmse: 3.71957 [260] valid_0's rmse: 3.53203 valid_1's rmse: 3.71916 [261] valid_0's rmse: 3.53117 valid_1's rmse: 3.71886 [262] valid_0's rmse: 3.53031 valid_1's rmse: 3.71837 [263] valid_0's 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[449] valid_0's rmse: 3.40268 valid_1's rmse: 3.68233 [450] valid_0's rmse: 3.40223 valid_1's rmse: 3.6822 [451] valid_0's rmse: 3.40119 valid_1's rmse: 3.68149 [452] valid_0's rmse: 3.40061 valid_1's rmse: 3.68151 [453] valid_0's rmse: 3.39977 valid_1's rmse: 3.68108 [454] valid_0's rmse: 3.39907 valid_1's rmse: 3.68063 [455] valid_0's rmse: 3.39865 valid_1's rmse: 3.68068 [456] valid_0's rmse: 3.39813 valid_1's rmse: 3.68068 [457] valid_0's rmse: 3.39758 valid_1's rmse: 3.68081 [458] valid_0's rmse: 3.39693 valid_1's rmse: 3.68053 [459] valid_0's rmse: 3.39644 valid_1's rmse: 3.68054 [460] valid_0's rmse: 3.39597 valid_1's rmse: 3.68053 [461] valid_0's rmse: 3.39485 valid_1's rmse: 3.67975 [462] valid_0's rmse: 3.39431 valid_1's rmse: 3.67965 [463] valid_0's rmse: 3.39344 valid_1's rmse: 3.67918 [464] valid_0's rmse: 3.39315 valid_1's rmse: 3.6791 [465] valid_0's rmse: 3.39283 valid_1's rmse: 3.67895 [466] valid_0's rmse: 3.39233 valid_1's rmse: 3.67922 [467] valid_0's rmse: 3.39181 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rmse: 3.65245 [783] valid_0's rmse: 3.25543 valid_1's rmse: 3.65241 [784] valid_0's rmse: 3.25483 valid_1's rmse: 3.65205 [785] valid_0's rmse: 3.25465 valid_1's rmse: 3.65203 [786] valid_0's rmse: 3.25424 valid_1's rmse: 3.6519 [787] valid_0's rmse: 3.2539 valid_1's rmse: 3.65186 [788] valid_0's rmse: 3.25363 valid_1's rmse: 3.65183 [789] valid_0's rmse: 3.25334 valid_1's rmse: 3.65184 [790] valid_0's rmse: 3.25307 valid_1's rmse: 3.6517 [791] valid_0's rmse: 3.25266 valid_1's rmse: 3.65165 [792] valid_0's rmse: 3.25237 valid_1's rmse: 3.65153 [793] valid_0's rmse: 3.25208 valid_1's rmse: 3.65151 [794] valid_0's rmse: 3.25179 valid_1's rmse: 3.65153 [795] valid_0's rmse: 3.25154 valid_1's rmse: 3.65154 [796] valid_0's rmse: 3.25129 valid_1's rmse: 3.65166 [797] valid_0's rmse: 3.25109 valid_1's rmse: 3.65171 [798] valid_0's rmse: 3.25085 valid_1's rmse: 3.65174 [799] valid_0's rmse: 3.25041 valid_1's rmse: 3.65174 [800] valid_0's rmse: 3.25003 valid_1's rmse: 3.65157 [801] valid_0's rmse: 3.24964 valid_1's rmse: 3.65153 [802] valid_0's rmse: 3.24937 valid_1's rmse: 3.65163 [803] valid_0's rmse: 3.24909 valid_1's rmse: 3.6516 [804] valid_0's rmse: 3.24873 valid_1's rmse: 3.6514 [805] valid_0's rmse: 3.24859 valid_1's rmse: 3.65145 [806] valid_0's rmse: 3.24826 valid_1's rmse: 3.65143 [807] valid_0's rmse: 3.24791 valid_1's rmse: 3.65119 [808] valid_0's rmse: 3.24754 valid_1's rmse: 3.65114 [809] valid_0's rmse: 3.24712 valid_1's rmse: 3.65128 [810] valid_0's rmse: 3.24683 valid_1's rmse: 3.6512 [811] valid_0's rmse: 3.24642 valid_1's rmse: 3.65119 [812] valid_0's rmse: 3.24618 valid_1's rmse: 3.65127 [813] valid_0's rmse: 3.24586 valid_1's rmse: 3.65122 [814] valid_0's rmse: 3.24559 valid_1's rmse: 3.65118 [815] valid_0's rmse: 3.24526 valid_1's rmse: 3.65133 [816] valid_0's rmse: 3.245 valid_1's rmse: 3.65123 [817] valid_0's rmse: 3.24483 valid_1's rmse: 3.65106 [818] valid_0's rmse: 3.24466 valid_1's rmse: 3.65104 [819] valid_0's rmse: 3.24444 valid_1's rmse: 3.65105 [820] valid_0's rmse: 3.24396 valid_1's rmse: 3.65089 [821] valid_0's rmse: 3.24362 valid_1's rmse: 3.65091 [822] valid_0's rmse: 3.24236 valid_1's rmse: 3.64997 [823] valid_0's rmse: 3.24217 valid_1's rmse: 3.64998 [824] valid_0's rmse: 3.24187 valid_1's rmse: 3.65015 [825] valid_0's rmse: 3.24168 valid_1's rmse: 3.65017 [826] valid_0's rmse: 3.24126 valid_1's rmse: 3.65035 [827] valid_0's rmse: 3.24103 valid_1's rmse: 3.65033 [828] valid_0's rmse: 3.24075 valid_1's rmse: 3.65031 [829] valid_0's rmse: 3.2402 valid_1's rmse: 3.65029 [830] valid_0's rmse: 3.23996 valid_1's rmse: 3.65031 [831] valid_0's rmse: 3.2397 valid_1's rmse: 3.6503 [832] valid_0's rmse: 3.23952 valid_1's rmse: 3.65029 [833] valid_0's rmse: 3.23903 valid_1's rmse: 3.65021 [834] valid_0's rmse: 3.23888 valid_1's rmse: 3.65017 [835] valid_0's rmse: 3.23834 valid_1's rmse: 3.64994 [836] valid_0's rmse: 3.23795 valid_1's rmse: 3.64997 [837] valid_0's rmse: 3.23762 valid_1's rmse: 3.65001 [838] valid_0's rmse: 3.2372 valid_1's rmse: 3.65018 [839] valid_0's rmse: 3.23695 valid_1's rmse: 3.65019 [840] valid_0's rmse: 3.2368 valid_1's rmse: 3.6502 [841] valid_0's rmse: 3.23651 valid_1's rmse: 3.65042 [842] valid_0's rmse: 3.23618 valid_1's rmse: 3.65039 [843] valid_0's rmse: 3.23596 valid_1's rmse: 3.65043 [844] valid_0's rmse: 3.23559 valid_1's rmse: 3.65009 [845] valid_0's rmse: 3.23535 valid_1's rmse: 3.65003 [846] valid_0's rmse: 3.23502 valid_1's rmse: 3.65015 [847] valid_0's rmse: 3.2347 valid_1's rmse: 3.65007 [848] valid_0's rmse: 3.23432 valid_1's rmse: 3.65006 [849] valid_0's rmse: 3.23405 valid_1's rmse: 3.65007 [850] valid_0's rmse: 3.23362 valid_1's rmse: 3.65027 [851] valid_0's rmse: 3.23339 valid_1's rmse: 3.6503 [852] valid_0's rmse: 3.23311 valid_1's rmse: 3.65019 [853] valid_0's rmse: 3.23281 valid_1's rmse: 3.65009 [854] valid_0's rmse: 3.2325 valid_1's rmse: 3.64994 [855] valid_0's rmse: 3.23227 valid_1's rmse: 3.65002 Early stopping, best iteration is: [835] valid_0's rmse: 3.23834 valid_1's rmse: 3.64994 SCORE: 3.6499436887305254 [1] valid_0's rmse: 8.99881 valid_1's rmse: 8.95858 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.42271 valid_1's rmse: 8.38417 [3] valid_0's rmse: 7.90463 valid_1's rmse: 7.86801 [4] valid_0's rmse: 7.45502 valid_1's rmse: 7.42042 [5] valid_0's rmse: 7.06799 valid_1's rmse: 7.0351 [6] valid_0's rmse: 6.72858 valid_1's rmse: 6.69705 [7] valid_0's rmse: 6.4363 valid_1's rmse: 6.40509 [8] valid_0's rmse: 6.17979 valid_1's rmse: 6.14983 [9] valid_0's rmse: 5.95696 valid_1's rmse: 5.92759 [10] valid_0's rmse: 5.77409 valid_1's rmse: 5.7454 [11] valid_0's rmse: 5.61174 valid_1's rmse: 5.58368 [12] valid_0's rmse: 5.46906 valid_1's rmse: 5.44217 [13] valid_0's rmse: 5.35961 valid_1's rmse: 5.33362 [14] valid_0's rmse: 5.24707 valid_1's rmse: 5.22211 [15] valid_0's rmse: 5.1501 valid_1's rmse: 5.12597 [16] valid_0's rmse: 5.05951 valid_1's rmse: 5.03597 [17] valid_0's rmse: 4.96708 valid_1's rmse: 4.94377 [18] valid_0's rmse: 4.90454 valid_1's rmse: 4.88193 [19] valid_0's rmse: 4.84778 valid_1's rmse: 4.82621 [20] valid_0's rmse: 4.78058 valid_1's rmse: 4.75963 [21] valid_0's rmse: 4.734 valid_1's rmse: 4.71423 [22] valid_0's rmse: 4.68293 valid_1's rmse: 4.66423 [23] valid_0's rmse: 4.63576 valid_1's rmse: 4.61791 [24] valid_0's rmse: 4.59965 valid_1's rmse: 4.58312 [25] valid_0's rmse: 4.55299 valid_1's rmse: 4.53755 [26] valid_0's rmse: 4.52266 valid_1's rmse: 4.50799 [27] valid_0's rmse: 4.4858 valid_1's rmse: 4.47145 [28] valid_0's rmse: 4.45139 valid_1's rmse: 4.43795 [29] valid_0's rmse: 4.4317 valid_1's rmse: 4.41947 [30] valid_0's rmse: 4.39877 valid_1's rmse: 4.38682 [31] valid_0's rmse: 4.36983 valid_1's rmse: 4.35824 [32] valid_0's rmse: 4.32944 valid_1's rmse: 4.31833 [33] valid_0's rmse: 4.3138 valid_1's rmse: 4.30344 [34] valid_0's rmse: 4.2904 valid_1's rmse: 4.28059 [35] valid_0's rmse: 4.26481 valid_1's rmse: 4.25549 [36] valid_0's rmse: 4.25622 valid_1's rmse: 4.24716 [37] valid_0's rmse: 4.2386 valid_1's rmse: 4.23031 [38] valid_0's rmse: 4.22404 valid_1's rmse: 4.21717 [39] valid_0's rmse: 4.21662 valid_1's rmse: 4.21035 [40] valid_0's rmse: 4.19672 valid_1's rmse: 4.19122 [41] valid_0's rmse: 4.18316 valid_1's rmse: 4.17771 [42] valid_0's rmse: 4.16548 valid_1's rmse: 4.16019 [43] valid_0's rmse: 4.15855 valid_1's rmse: 4.15381 [44] valid_0's rmse: 4.15017 valid_1's rmse: 4.1462 [45] valid_0's rmse: 4.14201 valid_1's rmse: 4.13935 [46] valid_0's rmse: 4.13604 valid_1's rmse: 4.1338 [47] valid_0's rmse: 4.12947 valid_1's rmse: 4.12926 [48] valid_0's rmse: 4.11773 valid_1's rmse: 4.11782 [49] valid_0's rmse: 4.10988 valid_1's rmse: 4.11016 [50] valid_0's rmse: 4.0998 valid_1's rmse: 4.09996 [51] valid_0's rmse: 4.08227 valid_1's rmse: 4.08255 [52] valid_0's rmse: 4.07484 valid_1's rmse: 4.07591 [53] valid_0's rmse: 4.06728 valid_1's rmse: 4.06874 [54] valid_0's rmse: 4.05375 valid_1's rmse: 4.05533 [55] valid_0's rmse: 4.04737 valid_1's rmse: 4.05029 [56] valid_0's rmse: 4.04084 valid_1's rmse: 4.04571 [57] valid_0's rmse: 4.03564 valid_1's rmse: 4.04125 [58] valid_0's rmse: 4.03012 valid_1's rmse: 4.03672 [59] valid_0's rmse: 4.02554 valid_1's rmse: 4.03295 [60] valid_0's rmse: 4.01061 valid_1's rmse: 4.01864 [61] valid_0's rmse: 4.00428 valid_1's rmse: 4.01292 [62] valid_0's rmse: 3.99946 valid_1's rmse: 4.00936 [63] valid_0's rmse: 3.99372 valid_1's rmse: 4.00392 [64] valid_0's rmse: 3.98039 valid_1's rmse: 3.99072 [65] valid_0's rmse: 3.97664 valid_1's rmse: 3.98837 [66] valid_0's rmse: 3.97021 valid_1's rmse: 3.98233 [67] valid_0's rmse: 3.95834 valid_1's rmse: 3.97051 [68] valid_0's rmse: 3.95474 valid_1's rmse: 3.96866 [69] valid_0's rmse: 3.94878 valid_1's rmse: 3.96334 [70] valid_0's rmse: 3.94445 valid_1's rmse: 3.96006 [71] valid_0's rmse: 3.93473 valid_1's rmse: 3.95041 [72] valid_0's rmse: 3.92975 valid_1's rmse: 3.94585 [73] valid_0's rmse: 3.92589 valid_1's rmse: 3.94263 [74] valid_0's rmse: 3.92013 valid_1's rmse: 3.93757 [75] valid_0's rmse: 3.91663 valid_1's rmse: 3.93479 [76] valid_0's rmse: 3.91393 valid_1's rmse: 3.93248 [77] valid_0's rmse: 3.91035 valid_1's rmse: 3.92994 [78] valid_0's rmse: 3.90692 valid_1's rmse: 3.92664 [79] valid_0's rmse: 3.90395 valid_1's rmse: 3.92503 [80] valid_0's rmse: 3.89824 valid_1's rmse: 3.9198 [81] valid_0's rmse: 3.89032 valid_1's rmse: 3.91261 [82] valid_0's rmse: 3.88778 valid_1's rmse: 3.91052 [83] valid_0's rmse: 3.88289 valid_1's rmse: 3.90594 [84] valid_0's rmse: 3.87738 valid_1's rmse: 3.9007 [85] valid_0's rmse: 3.87127 valid_1's rmse: 3.89483 [86] valid_0's rmse: 3.86642 valid_1's rmse: 3.89068 [87] valid_0's rmse: 3.86346 valid_1's rmse: 3.88849 [88] valid_0's rmse: 3.86003 valid_1's rmse: 3.88549 [89] valid_0's rmse: 3.85762 valid_1's rmse: 3.88458 [90] valid_0's rmse: 3.85519 valid_1's rmse: 3.88254 [91] valid_0's rmse: 3.85312 valid_1's rmse: 3.88096 [92] valid_0's rmse: 3.84958 valid_1's rmse: 3.87789 [93] valid_0's rmse: 3.84722 valid_1's rmse: 3.87598 [94] valid_0's rmse: 3.84215 valid_1's rmse: 3.87131 [95] valid_0's rmse: 3.8399 valid_1's rmse: 3.86999 [96] valid_0's rmse: 3.83597 valid_1's rmse: 3.86625 [97] valid_0's rmse: 3.83401 valid_1's rmse: 3.86549 [98] valid_0's rmse: 3.83105 valid_1's rmse: 3.863 [99] valid_0's rmse: 3.82925 valid_1's rmse: 3.86275 [100] valid_0's rmse: 3.82614 valid_1's rmse: 3.86035 [101] valid_0's rmse: 3.82012 valid_1's rmse: 3.85449 [102] valid_0's rmse: 3.81761 valid_1's rmse: 3.85239 [103] valid_0's rmse: 3.81451 valid_1's rmse: 3.85036 [104] valid_0's rmse: 3.8115 valid_1's rmse: 3.84748 [105] valid_0's rmse: 3.80768 valid_1's rmse: 3.84389 [106] valid_0's rmse: 3.80374 valid_1's rmse: 3.84012 [107] valid_0's rmse: 3.80143 valid_1's rmse: 3.8385 [108] valid_0's rmse: 3.79907 valid_1's rmse: 3.83777 [109] valid_0's rmse: 3.7975 valid_1's rmse: 3.83763 [110] valid_0's rmse: 3.79399 valid_1's rmse: 3.83448 [111] valid_0's rmse: 3.79093 valid_1's rmse: 3.83184 [112] valid_0's rmse: 3.7882 valid_1's rmse: 3.82963 [113] valid_0's rmse: 3.78618 valid_1's rmse: 3.82827 [114] valid_0's rmse: 3.78419 valid_1's rmse: 3.82779 [115] valid_0's rmse: 3.78321 valid_1's rmse: 3.82741 [116] valid_0's rmse: 3.78124 valid_1's rmse: 3.82637 [117] valid_0's rmse: 3.77984 valid_1's rmse: 3.82523 [118] valid_0's rmse: 3.77869 valid_1's rmse: 3.82446 [119] valid_0's rmse: 3.776 valid_1's rmse: 3.82189 [120] valid_0's rmse: 3.77384 valid_1's rmse: 3.82123 [121] valid_0's rmse: 3.77196 valid_1's rmse: 3.82006 [122] valid_0's rmse: 3.77005 valid_1's rmse: 3.81923 [123] valid_0's rmse: 3.76793 valid_1's rmse: 3.81793 [124] valid_0's rmse: 3.76621 valid_1's rmse: 3.81757 [125] valid_0's rmse: 3.76422 valid_1's rmse: 3.81737 [126] valid_0's rmse: 3.76132 valid_1's rmse: 3.81453 [127] valid_0's rmse: 3.75907 valid_1's rmse: 3.81372 [128] valid_0's rmse: 3.75778 valid_1's rmse: 3.81318 [129] valid_0's rmse: 3.75526 valid_1's rmse: 3.81134 [130] valid_0's rmse: 3.75277 valid_1's rmse: 3.80953 [131] valid_0's rmse: 3.75076 valid_1's rmse: 3.80802 [132] valid_0's rmse: 3.74888 valid_1's rmse: 3.80663 [133] valid_0's rmse: 3.74479 valid_1's rmse: 3.80374 [134] valid_0's rmse: 3.74269 valid_1's rmse: 3.80187 [135] valid_0's rmse: 3.74056 valid_1's rmse: 3.80101 [136] valid_0's rmse: 3.73783 valid_1's rmse: 3.79854 [137] valid_0's rmse: 3.73598 valid_1's rmse: 3.79765 [138] valid_0's rmse: 3.7347 valid_1's rmse: 3.79711 [139] valid_0's rmse: 3.73211 valid_1's rmse: 3.79645 [140] valid_0's rmse: 3.73069 valid_1's rmse: 3.79588 [141] valid_0's rmse: 3.7289 valid_1's rmse: 3.79484 [142] valid_0's rmse: 3.72678 valid_1's rmse: 3.7933 [143] valid_0's rmse: 3.7257 valid_1's rmse: 3.79282 [144] valid_0's rmse: 3.72439 valid_1's rmse: 3.79282 [145] valid_0's rmse: 3.72171 valid_1's rmse: 3.79084 [146] valid_0's rmse: 3.72033 valid_1's rmse: 3.78975 [147] valid_0's rmse: 3.71748 valid_1's rmse: 3.7877 [148] valid_0's rmse: 3.7161 valid_1's rmse: 3.78727 [149] valid_0's rmse: 3.71486 valid_1's rmse: 3.78655 [150] valid_0's rmse: 3.71337 valid_1's rmse: 3.78578 [151] valid_0's rmse: 3.71187 valid_1's rmse: 3.78492 [152] valid_0's rmse: 3.71074 valid_1's rmse: 3.78494 [153] valid_0's rmse: 3.70912 valid_1's rmse: 3.78399 [154] valid_0's rmse: 3.70791 valid_1's rmse: 3.78329 [155] valid_0's rmse: 3.70664 valid_1's rmse: 3.783 [156] valid_0's rmse: 3.70445 valid_1's rmse: 3.78125 [157] valid_0's rmse: 3.70255 valid_1's rmse: 3.78031 [158] valid_0's rmse: 3.70087 valid_1's rmse: 3.77942 [159] valid_0's rmse: 3.69985 valid_1's rmse: 3.77884 [160] valid_0's rmse: 3.69719 valid_1's rmse: 3.77722 [161] valid_0's rmse: 3.69539 valid_1's rmse: 3.77569 [162] valid_0's rmse: 3.69363 valid_1's rmse: 3.77471 [163] valid_0's rmse: 3.69259 valid_1's rmse: 3.77404 [164] valid_0's rmse: 3.69096 valid_1's rmse: 3.77286 [165] valid_0's rmse: 3.68968 valid_1's rmse: 3.77244 [166] valid_0's rmse: 3.68861 valid_1's rmse: 3.77176 [167] valid_0's rmse: 3.68736 valid_1's rmse: 3.77111 [168] valid_0's rmse: 3.68604 valid_1's rmse: 3.76995 [169] valid_0's rmse: 3.68479 valid_1's rmse: 3.76955 [170] valid_0's rmse: 3.68383 valid_1's rmse: 3.76925 [171] valid_0's rmse: 3.68244 valid_1's rmse: 3.76891 [172] valid_0's rmse: 3.68112 valid_1's rmse: 3.76779 [173] valid_0's rmse: 3.67906 valid_1's rmse: 3.76605 [174] valid_0's rmse: 3.67755 valid_1's rmse: 3.76533 [175] valid_0's rmse: 3.67627 valid_1's rmse: 3.76519 [176] valid_0's rmse: 3.67337 valid_1's rmse: 3.76241 [177] valid_0's rmse: 3.67231 valid_1's rmse: 3.76187 [178] valid_0's rmse: 3.67048 valid_1's rmse: 3.7608 [179] valid_0's rmse: 3.66857 valid_1's rmse: 3.75931 [180] valid_0's rmse: 3.66626 valid_1's rmse: 3.75802 [181] valid_0's rmse: 3.66525 valid_1's rmse: 3.75777 [182] valid_0's rmse: 3.66336 valid_1's rmse: 3.75613 [183] valid_0's rmse: 3.6626 valid_1's rmse: 3.75586 [184] valid_0's rmse: 3.66174 valid_1's rmse: 3.75587 [185] valid_0's rmse: 3.66017 valid_1's rmse: 3.7553 [186] valid_0's rmse: 3.65917 valid_1's rmse: 3.75494 [187] valid_0's rmse: 3.65807 valid_1's rmse: 3.75467 [188] valid_0's rmse: 3.65722 valid_1's rmse: 3.7542 [189] valid_0's rmse: 3.65667 valid_1's rmse: 3.75401 [190] valid_0's rmse: 3.65557 valid_1's rmse: 3.75339 [191] valid_0's rmse: 3.65416 valid_1's rmse: 3.75293 [192] valid_0's rmse: 3.65277 valid_1's rmse: 3.75163 [193] valid_0's rmse: 3.65158 valid_1's rmse: 3.75148 [194] valid_0's rmse: 3.64978 valid_1's rmse: 3.74993 [195] valid_0's rmse: 3.64859 valid_1's rmse: 3.74909 [196] valid_0's rmse: 3.64798 valid_1's rmse: 3.74885 [197] valid_0's rmse: 3.64654 valid_1's rmse: 3.74774 [198] valid_0's rmse: 3.64591 valid_1's rmse: 3.74755 [199] valid_0's rmse: 3.64474 valid_1's rmse: 3.74681 [200] valid_0's rmse: 3.64313 valid_1's rmse: 3.74588 [201] valid_0's rmse: 3.64215 valid_1's rmse: 3.74591 [202] valid_0's rmse: 3.6409 valid_1's rmse: 3.74546 [203] valid_0's rmse: 3.63916 valid_1's rmse: 3.74392 [204] valid_0's rmse: 3.63815 valid_1's rmse: 3.74327 [205] valid_0's rmse: 3.63725 valid_1's rmse: 3.74262 [206] valid_0's rmse: 3.6364 valid_1's rmse: 3.74209 [207] valid_0's rmse: 3.63468 valid_1's rmse: 3.74066 [208] valid_0's rmse: 3.63328 valid_1's rmse: 3.74012 [209] valid_0's rmse: 3.63215 valid_1's rmse: 3.74007 [210] valid_0's rmse: 3.63107 valid_1's rmse: 3.7396 [211] valid_0's rmse: 3.63035 valid_1's rmse: 3.73944 [212] valid_0's rmse: 3.62925 valid_1's rmse: 3.7394 [213] valid_0's rmse: 3.62873 valid_1's rmse: 3.7391 [214] valid_0's rmse: 3.62783 valid_1's rmse: 3.73872 [215] valid_0's rmse: 3.62693 valid_1's rmse: 3.73846 [216] valid_0's rmse: 3.62628 valid_1's rmse: 3.73799 [217] valid_0's rmse: 3.62523 valid_1's rmse: 3.73735 [218] valid_0's rmse: 3.62398 valid_1's rmse: 3.73608 [219] valid_0's rmse: 3.62327 valid_1's rmse: 3.73586 [220] valid_0's rmse: 3.62236 valid_1's rmse: 3.73565 [221] valid_0's rmse: 3.62167 valid_1's rmse: 3.73519 [222] valid_0's rmse: 3.62038 valid_1's rmse: 3.73455 [223] valid_0's rmse: 3.61934 valid_1's rmse: 3.73383 [224] valid_0's rmse: 3.61848 valid_1's rmse: 3.73363 [225] valid_0's rmse: 3.61749 valid_1's rmse: 3.73362 [226] valid_0's rmse: 3.61652 valid_1's rmse: 3.73312 [227] valid_0's rmse: 3.61578 valid_1's rmse: 3.73265 [228] valid_0's rmse: 3.61484 valid_1's rmse: 3.73253 [229] valid_0's rmse: 3.61391 valid_1's rmse: 3.73237 [230] valid_0's rmse: 3.61295 valid_1's rmse: 3.73224 [231] valid_0's rmse: 3.61235 valid_1's rmse: 3.73193 [232] valid_0's rmse: 3.61136 valid_1's rmse: 3.73131 [233] valid_0's rmse: 3.60971 valid_1's rmse: 3.73017 [234] valid_0's rmse: 3.60891 valid_1's rmse: 3.72978 [235] valid_0's rmse: 3.60778 valid_1's rmse: 3.72918 [236] valid_0's rmse: 3.60652 valid_1's rmse: 3.72855 [237] valid_0's rmse: 3.60593 valid_1's rmse: 3.72849 [238] valid_0's rmse: 3.60505 valid_1's rmse: 3.72817 [239] valid_0's rmse: 3.60453 valid_1's rmse: 3.72821 [240] valid_0's rmse: 3.60343 valid_1's rmse: 3.72737 [241] valid_0's rmse: 3.60263 valid_1's rmse: 3.72694 [242] valid_0's rmse: 3.60205 valid_1's rmse: 3.72699 [243] valid_0's rmse: 3.60135 valid_1's rmse: 3.72656 [244] valid_0's rmse: 3.60053 valid_1's rmse: 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[765] valid_0's rmse: 3.33895 valid_1's rmse: 3.65705 [766] valid_0's rmse: 3.33869 valid_1's rmse: 3.65705 [767] valid_0's rmse: 3.33814 valid_1's rmse: 3.65682 [768] valid_0's rmse: 3.33789 valid_1's rmse: 3.65673 [769] valid_0's rmse: 3.33747 valid_1's rmse: 3.6565 [770] valid_0's rmse: 3.33712 valid_1's rmse: 3.65635 [771] valid_0's rmse: 3.33679 valid_1's rmse: 3.6564 [772] valid_0's rmse: 3.3365 valid_1's rmse: 3.65624 [773] valid_0's rmse: 3.33628 valid_1's rmse: 3.65621 [774] valid_0's rmse: 3.33594 valid_1's rmse: 3.65612 [775] valid_0's rmse: 3.3357 valid_1's rmse: 3.65606 [776] valid_0's rmse: 3.33549 valid_1's rmse: 3.65605 [777] valid_0's rmse: 3.33524 valid_1's rmse: 3.65607 [778] valid_0's rmse: 3.33494 valid_1's rmse: 3.65606 [779] valid_0's rmse: 3.33472 valid_1's rmse: 3.65598 [780] valid_0's rmse: 3.33447 valid_1's rmse: 3.65598 [781] valid_0's rmse: 3.33379 valid_1's rmse: 3.65589 [782] valid_0's rmse: 3.33351 valid_1's rmse: 3.65572 [783] valid_0's rmse: 3.33312 valid_1's rmse: 3.65571 [784] valid_0's rmse: 3.33272 valid_1's rmse: 3.65591 [785] valid_0's rmse: 3.33246 valid_1's rmse: 3.65587 [786] valid_0's rmse: 3.33208 valid_1's rmse: 3.65572 [787] valid_0's rmse: 3.33188 valid_1's rmse: 3.65562 [788] valid_0's rmse: 3.33158 valid_1's rmse: 3.6558 [789] valid_0's rmse: 3.33114 valid_1's rmse: 3.65582 [790] valid_0's rmse: 3.33088 valid_1's rmse: 3.65567 [791] valid_0's rmse: 3.33059 valid_1's rmse: 3.65559 [792] valid_0's rmse: 3.3302 valid_1's rmse: 3.65554 [793] valid_0's rmse: 3.32989 valid_1's rmse: 3.65559 [794] valid_0's rmse: 3.32978 valid_1's rmse: 3.65554 [795] valid_0's rmse: 3.32902 valid_1's rmse: 3.65575 [796] valid_0's rmse: 3.32873 valid_1's rmse: 3.65588 [797] valid_0's rmse: 3.32825 valid_1's rmse: 3.65584 [798] valid_0's rmse: 3.32809 valid_1's rmse: 3.65572 [799] valid_0's rmse: 3.32781 valid_1's rmse: 3.65573 [800] valid_0's rmse: 3.32739 valid_1's rmse: 3.65567 [801] valid_0's rmse: 3.32721 valid_1's rmse: 3.65571 [802] valid_0's rmse: 3.32687 valid_1's rmse: 3.65584 [803] valid_0's rmse: 3.32676 valid_1's rmse: 3.65583 [804] valid_0's rmse: 3.32662 valid_1's rmse: 3.65579 [805] valid_0's rmse: 3.32634 valid_1's rmse: 3.65573 [806] valid_0's rmse: 3.32608 valid_1's rmse: 3.65568 [807] valid_0's rmse: 3.32595 valid_1's rmse: 3.6556 [808] valid_0's rmse: 3.32535 valid_1's rmse: 3.65574 [809] valid_0's rmse: 3.32513 valid_1's rmse: 3.65575 [810] valid_0's rmse: 3.32479 valid_1's rmse: 3.65561 [811] valid_0's rmse: 3.32456 valid_1's rmse: 3.65561 [812] valid_0's rmse: 3.32429 valid_1's rmse: 3.65566 [813] valid_0's rmse: 3.32407 valid_1's rmse: 3.65557 [814] valid_0's rmse: 3.32385 valid_1's rmse: 3.65564 Early stopping, best iteration is: [794] valid_0's rmse: 3.32978 valid_1's rmse: 3.65554 SCORE: 3.6555380461337563 [1] valid_0's rmse: 8.98013 valid_1's rmse: 8.93926 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38802 valid_1's rmse: 8.34851 [3] valid_0's rmse: 7.865 valid_1's rmse: 7.8269 [4] valid_0's rmse: 7.38853 valid_1's rmse: 7.35124 [5] valid_0's rmse: 6.98727 valid_1's rmse: 6.9504 [6] valid_0's rmse: 6.63717 valid_1's rmse: 6.60093 [7] valid_0's rmse: 6.34048 valid_1's rmse: 6.3044 [8] valid_0's rmse: 6.08277 valid_1's rmse: 6.04751 [9] valid_0's rmse: 5.85249 valid_1's rmse: 5.81811 [10] valid_0's rmse: 5.65355 valid_1's rmse: 5.61931 [11] valid_0's rmse: 5.48478 valid_1's rmse: 5.45156 [12] valid_0's rmse: 5.34295 valid_1's rmse: 5.31051 [13] valid_0's rmse: 5.22541 valid_1's rmse: 5.19324 [14] valid_0's rmse: 5.10587 valid_1's rmse: 5.07492 [15] valid_0's rmse: 4.98054 valid_1's rmse: 4.95029 [16] valid_0's rmse: 4.89611 valid_1's rmse: 4.86615 [17] valid_0's rmse: 4.81212 valid_1's rmse: 4.78289 [18] valid_0's rmse: 4.73317 valid_1's rmse: 4.70466 [19] valid_0's rmse: 4.68129 valid_1's rmse: 4.65339 [20] valid_0's rmse: 4.60864 valid_1's rmse: 4.58106 [21] valid_0's rmse: 4.56474 valid_1's rmse: 4.53869 [22] valid_0's rmse: 4.52533 valid_1's rmse: 4.49973 [23] valid_0's rmse: 4.48638 valid_1's rmse: 4.46223 [24] valid_0's rmse: 4.45599 valid_1's rmse: 4.43306 [25] valid_0's rmse: 4.41 valid_1's rmse: 4.38725 [26] valid_0's rmse: 4.3739 valid_1's rmse: 4.35219 [27] valid_0's rmse: 4.34057 valid_1's rmse: 4.31923 [28] valid_0's rmse: 4.32265 valid_1's rmse: 4.30316 [29] valid_0's rmse: 4.29401 valid_1's rmse: 4.2755 [30] valid_0's rmse: 4.26902 valid_1's rmse: 4.25065 [31] valid_0's rmse: 4.23973 valid_1's rmse: 4.2219 [32] valid_0's rmse: 4.21115 valid_1's rmse: 4.19362 [33] valid_0's rmse: 4.19708 valid_1's rmse: 4.18156 [34] valid_0's rmse: 4.1742 valid_1's rmse: 4.1598 [35] valid_0's rmse: 4.15259 valid_1's rmse: 4.13896 [36] valid_0's rmse: 4.14371 valid_1's rmse: 4.13065 [37] valid_0's rmse: 4.12817 valid_1's rmse: 4.11585 [38] valid_0's rmse: 4.11861 valid_1's rmse: 4.10905 [39] valid_0's rmse: 4.11213 valid_1's rmse: 4.10308 [40] valid_0's rmse: 4.10199 valid_1's rmse: 4.09507 [41] valid_0's rmse: 4.08666 valid_1's rmse: 4.07996 [42] valid_0's rmse: 4.07482 valid_1's rmse: 4.0703 [43] valid_0's rmse: 4.06737 valid_1's rmse: 4.06533 [44] valid_0's rmse: 4.05947 valid_1's rmse: 4.05877 [45] valid_0's rmse: 4.04706 valid_1's rmse: 4.04669 [46] valid_0's rmse: 4.03776 valid_1's rmse: 4.03842 [47] valid_0's rmse: 4.03071 valid_1's rmse: 4.03249 [48] valid_0's rmse: 4.02336 valid_1's rmse: 4.02609 [49] valid_0's rmse: 4.01857 valid_1's rmse: 4.02241 [50] valid_0's rmse: 4.01119 valid_1's rmse: 4.01574 [51] valid_0's rmse: 3.99969 valid_1's rmse: 4.00548 [52] valid_0's rmse: 3.99281 valid_1's rmse: 3.99938 [53] valid_0's rmse: 3.98714 valid_1's rmse: 3.99519 [54] valid_0's rmse: 3.98058 valid_1's rmse: 3.98872 [55] valid_0's rmse: 3.97362 valid_1's rmse: 3.98182 [56] valid_0's rmse: 3.97007 valid_1's rmse: 3.98041 [57] valid_0's rmse: 3.96496 valid_1's rmse: 3.9768 [58] valid_0's rmse: 3.95883 valid_1's rmse: 3.9711 [59] valid_0's rmse: 3.95312 valid_1's rmse: 3.96548 [60] valid_0's rmse: 3.948 valid_1's rmse: 3.96104 [61] valid_0's rmse: 3.94167 valid_1's rmse: 3.95614 [62] valid_0's rmse: 3.93716 valid_1's rmse: 3.95344 [63] valid_0's rmse: 3.93027 valid_1's rmse: 3.94671 [64] valid_0's rmse: 3.92686 valid_1's rmse: 3.94452 [65] valid_0's rmse: 3.92147 valid_1's rmse: 3.93958 [66] valid_0's rmse: 3.91775 valid_1's rmse: 3.93637 [67] valid_0's rmse: 3.91137 valid_1's rmse: 3.93011 [68] valid_0's rmse: 3.9089 valid_1's rmse: 3.9292 [69] valid_0's rmse: 3.90204 valid_1's rmse: 3.92278 [70] valid_0's rmse: 3.89302 valid_1's rmse: 3.91515 [71] valid_0's rmse: 3.88819 valid_1's rmse: 3.91071 [72] valid_0's rmse: 3.88044 valid_1's rmse: 3.90257 [73] valid_0's rmse: 3.87714 valid_1's rmse: 3.90125 [74] valid_0's rmse: 3.87401 valid_1's rmse: 3.89966 [75] valid_0's rmse: 3.87091 valid_1's rmse: 3.89706 [76] valid_0's rmse: 3.86759 valid_1's rmse: 3.89454 [77] valid_0's rmse: 3.86226 valid_1's rmse: 3.88976 [78] valid_0's rmse: 3.85868 valid_1's rmse: 3.88657 [79] valid_0's rmse: 3.85508 valid_1's rmse: 3.88351 [80] valid_0's rmse: 3.84962 valid_1's rmse: 3.87868 [81] valid_0's rmse: 3.84458 valid_1's rmse: 3.87361 [82] valid_0's rmse: 3.84178 valid_1's rmse: 3.87135 [83] valid_0's rmse: 3.83773 valid_1's rmse: 3.86788 [84] valid_0's rmse: 3.83213 valid_1's rmse: 3.86304 [85] valid_0's rmse: 3.8264 valid_1's rmse: 3.8574 [86] valid_0's rmse: 3.82374 valid_1's rmse: 3.8554 [87] valid_0's rmse: 3.82093 valid_1's rmse: 3.85277 [88] valid_0's rmse: 3.81798 valid_1's rmse: 3.85158 [89] valid_0's rmse: 3.81373 valid_1's rmse: 3.84752 [90] valid_0's rmse: 3.81075 valid_1's rmse: 3.84596 [91] valid_0's rmse: 3.80795 valid_1's rmse: 3.84496 [92] valid_0's rmse: 3.80557 valid_1's rmse: 3.84364 [93] valid_0's rmse: 3.80368 valid_1's rmse: 3.84269 [94] valid_0's rmse: 3.80107 valid_1's rmse: 3.84046 [95] valid_0's rmse: 3.79818 valid_1's rmse: 3.83991 [96] valid_0's rmse: 3.79562 valid_1's rmse: 3.83824 [97] valid_0's rmse: 3.7934 valid_1's rmse: 3.83684 [98] valid_0's rmse: 3.79082 valid_1's rmse: 3.83495 [99] valid_0's rmse: 3.78723 valid_1's rmse: 3.83199 [100] valid_0's rmse: 3.78465 valid_1's rmse: 3.83033 [101] valid_0's rmse: 3.78191 valid_1's rmse: 3.82903 [102] valid_0's rmse: 3.77767 valid_1's rmse: 3.82556 [103] valid_0's rmse: 3.77471 valid_1's rmse: 3.82304 [104] valid_0's rmse: 3.77197 valid_1's rmse: 3.82207 [105] valid_0's rmse: 3.76919 valid_1's rmse: 3.82106 [106] valid_0's rmse: 3.76618 valid_1's rmse: 3.81846 [107] valid_0's rmse: 3.76371 valid_1's rmse: 3.81667 [108] valid_0's rmse: 3.75944 valid_1's rmse: 3.81302 [109] valid_0's rmse: 3.75461 valid_1's rmse: 3.8081 [110] valid_0's rmse: 3.75234 valid_1's rmse: 3.80811 [111] valid_0's rmse: 3.74978 valid_1's rmse: 3.80629 [112] valid_0's rmse: 3.74747 valid_1's rmse: 3.80448 [113] valid_0's rmse: 3.74546 valid_1's rmse: 3.80386 [114] valid_0's rmse: 3.74318 valid_1's rmse: 3.80274 [115] valid_0's rmse: 3.74043 valid_1's rmse: 3.80167 [116] valid_0's rmse: 3.73862 valid_1's rmse: 3.80028 [117] valid_0's rmse: 3.73645 valid_1's rmse: 3.79952 [118] valid_0's rmse: 3.73504 valid_1's rmse: 3.79817 [119] valid_0's rmse: 3.73301 valid_1's rmse: 3.79678 [120] valid_0's rmse: 3.73041 valid_1's rmse: 3.7945 [121] valid_0's rmse: 3.72811 valid_1's rmse: 3.79381 [122] valid_0's rmse: 3.72632 valid_1's rmse: 3.79334 [123] valid_0's rmse: 3.7254 valid_1's rmse: 3.79307 [124] valid_0's rmse: 3.72385 valid_1's rmse: 3.79268 [125] valid_0's rmse: 3.72157 valid_1's rmse: 3.7915 [126] valid_0's rmse: 3.71872 valid_1's rmse: 3.78913 [127] valid_0's rmse: 3.71704 valid_1's rmse: 3.78843 [128] valid_0's rmse: 3.71559 valid_1's rmse: 3.7873 [129] valid_0's rmse: 3.71438 valid_1's rmse: 3.78738 [130] valid_0's rmse: 3.71153 valid_1's rmse: 3.78494 [131] valid_0's rmse: 3.70979 valid_1's rmse: 3.78468 [132] valid_0's rmse: 3.70652 valid_1's rmse: 3.7822 [133] valid_0's rmse: 3.70274 valid_1's rmse: 3.77879 [134] valid_0's rmse: 3.70133 valid_1's rmse: 3.77852 [135] valid_0's rmse: 3.69956 valid_1's rmse: 3.77728 [136] valid_0's rmse: 3.69679 valid_1's rmse: 3.77515 [137] valid_0's rmse: 3.69414 valid_1's rmse: 3.77304 [138] valid_0's rmse: 3.69292 valid_1's rmse: 3.77268 [139] valid_0's rmse: 3.69103 valid_1's rmse: 3.77107 [140] valid_0's rmse: 3.68953 valid_1's rmse: 3.77092 [141] valid_0's rmse: 3.68797 valid_1's rmse: 3.77068 [142] valid_0's rmse: 3.68595 valid_1's rmse: 3.77 [143] valid_0's rmse: 3.68445 valid_1's rmse: 3.76958 [144] valid_0's rmse: 3.68293 valid_1's rmse: 3.76926 [145] valid_0's rmse: 3.68099 valid_1's rmse: 3.76784 [146] valid_0's rmse: 3.67853 valid_1's rmse: 3.76705 [147] valid_0's rmse: 3.67692 valid_1's rmse: 3.76578 [148] valid_0's rmse: 3.6757 valid_1's rmse: 3.76555 [149] valid_0's rmse: 3.67461 valid_1's rmse: 3.76498 [150] valid_0's rmse: 3.67331 valid_1's rmse: 3.76427 [151] valid_0's rmse: 3.67126 valid_1's rmse: 3.76267 [152] valid_0's rmse: 3.66966 valid_1's rmse: 3.76197 [153] valid_0's rmse: 3.66778 valid_1's rmse: 3.76121 [154] valid_0's rmse: 3.66608 valid_1's rmse: 3.76135 [155] valid_0's rmse: 3.66472 valid_1's rmse: 3.761 [156] valid_0's rmse: 3.66327 valid_1's rmse: 3.76002 [157] valid_0's rmse: 3.66132 valid_1's rmse: 3.75854 [158] valid_0's rmse: 3.66043 valid_1's rmse: 3.7581 [159] valid_0's rmse: 3.65938 valid_1's rmse: 3.75777 [160] valid_0's rmse: 3.65737 valid_1's rmse: 3.75742 [161] valid_0's rmse: 3.65583 valid_1's rmse: 3.75658 [162] valid_0's rmse: 3.65421 valid_1's rmse: 3.75596 [163] valid_0's rmse: 3.65244 valid_1's rmse: 3.75476 [164] valid_0's rmse: 3.65074 valid_1's rmse: 3.75491 [165] valid_0's rmse: 3.64944 valid_1's rmse: 3.7546 [166] valid_0's rmse: 3.64777 valid_1's rmse: 3.7537 [167] valid_0's rmse: 3.64609 valid_1's rmse: 3.75371 [168] valid_0's rmse: 3.64455 valid_1's rmse: 3.75309 [169] valid_0's rmse: 3.6433 valid_1's rmse: 3.75263 [170] valid_0's rmse: 3.64219 valid_1's rmse: 3.75185 [171] valid_0's rmse: 3.64007 valid_1's rmse: 3.75169 [172] valid_0's rmse: 3.639 valid_1's rmse: 3.75083 [173] valid_0's rmse: 3.63747 valid_1's rmse: 3.75057 [174] valid_0's rmse: 3.6356 valid_1's rmse: 3.74944 [175] valid_0's rmse: 3.63405 valid_1's rmse: 3.74847 [176] valid_0's rmse: 3.63257 valid_1's rmse: 3.74798 [177] valid_0's rmse: 3.63148 valid_1's rmse: 3.74757 [178] valid_0's rmse: 3.63044 valid_1's rmse: 3.74735 [179] valid_0's rmse: 3.62917 valid_1's rmse: 3.74644 [180] valid_0's rmse: 3.62787 valid_1's rmse: 3.74538 [181] valid_0's rmse: 3.62693 valid_1's rmse: 3.74485 [182] valid_0's rmse: 3.62598 valid_1's rmse: 3.74469 [183] valid_0's rmse: 3.62528 valid_1's rmse: 3.74451 [184] valid_0's rmse: 3.624 valid_1's rmse: 3.74395 [185] valid_0's rmse: 3.6227 valid_1's rmse: 3.7436 [186] valid_0's rmse: 3.6218 valid_1's rmse: 3.74323 [187] valid_0's rmse: 3.62092 valid_1's rmse: 3.74296 [188] valid_0's rmse: 3.61993 valid_1's rmse: 3.74234 [189] valid_0's rmse: 3.61902 valid_1's rmse: 3.74217 [190] valid_0's rmse: 3.61793 valid_1's rmse: 3.74209 [191] valid_0's rmse: 3.61627 valid_1's rmse: 3.74189 [192] valid_0's rmse: 3.61407 valid_1's rmse: 3.73998 [193] valid_0's rmse: 3.61275 valid_1's rmse: 3.73962 [194] valid_0's rmse: 3.61212 valid_1's rmse: 3.73939 [195] valid_0's rmse: 3.61052 valid_1's rmse: 3.73879 [196] valid_0's rmse: 3.60904 valid_1's rmse: 3.73796 [197] valid_0's rmse: 3.60769 valid_1's rmse: 3.73717 [198] valid_0's rmse: 3.6068 valid_1's rmse: 3.73699 [199] valid_0's rmse: 3.60556 valid_1's rmse: 3.73595 [200] valid_0's rmse: 3.60459 valid_1's rmse: 3.73579 [201] valid_0's rmse: 3.60391 valid_1's rmse: 3.73561 [202] valid_0's rmse: 3.60277 valid_1's rmse: 3.73537 [203] valid_0's rmse: 3.60138 valid_1's rmse: 3.73457 [204] valid_0's rmse: 3.60008 valid_1's rmse: 3.73433 [205] valid_0's rmse: 3.59878 valid_1's rmse: 3.73443 [206] valid_0's rmse: 3.59822 valid_1's rmse: 3.73424 [207] valid_0's rmse: 3.59679 valid_1's rmse: 3.73312 [208] valid_0's rmse: 3.59572 valid_1's rmse: 3.73294 [209] valid_0's rmse: 3.59499 valid_1's rmse: 3.73261 [210] valid_0's rmse: 3.59409 valid_1's rmse: 3.73244 [211] valid_0's rmse: 3.59291 valid_1's rmse: 3.73238 [212] valid_0's rmse: 3.59179 valid_1's rmse: 3.73202 [213] valid_0's rmse: 3.59039 valid_1's rmse: 3.73121 [214] valid_0's rmse: 3.58914 valid_1's rmse: 3.73116 [215] valid_0's rmse: 3.58814 valid_1's rmse: 3.731 [216] valid_0's rmse: 3.58728 valid_1's rmse: 3.73082 [217] valid_0's rmse: 3.58665 valid_1's rmse: 3.73075 [218] valid_0's rmse: 3.58578 valid_1's rmse: 3.73037 [219] valid_0's rmse: 3.5844 valid_1's rmse: 3.72916 [220] valid_0's rmse: 3.58312 valid_1's rmse: 3.72831 [221] valid_0's rmse: 3.58212 valid_1's rmse: 3.72786 [222] valid_0's rmse: 3.58088 valid_1's rmse: 3.72699 [223] valid_0's rmse: 3.57968 valid_1's rmse: 3.72621 [224] valid_0's rmse: 3.57838 valid_1's rmse: 3.72536 [225] valid_0's rmse: 3.57737 valid_1's rmse: 3.72506 [226] valid_0's rmse: 3.57523 valid_1's rmse: 3.72351 [227] valid_0's rmse: 3.57427 valid_1's rmse: 3.72292 [228] valid_0's rmse: 3.57305 valid_1's rmse: 3.72266 [229] valid_0's rmse: 3.57193 valid_1's rmse: 3.72252 [230] valid_0's rmse: 3.56983 valid_1's rmse: 3.72059 [231] valid_0's rmse: 3.56867 valid_1's rmse: 3.71989 [232] valid_0's rmse: 3.56759 valid_1's rmse: 3.71946 [233] valid_0's rmse: 3.56597 valid_1's rmse: 3.71796 [234] valid_0's rmse: 3.56409 valid_1's rmse: 3.7163 [235] valid_0's rmse: 3.56319 valid_1's rmse: 3.71597 [236] valid_0's rmse: 3.56262 valid_1's rmse: 3.71557 [237] valid_0's rmse: 3.56209 valid_1's rmse: 3.71533 [238] valid_0's rmse: 3.56125 valid_1's rmse: 3.71497 [239] valid_0's rmse: 3.5605 valid_1's rmse: 3.71482 [240] valid_0's rmse: 3.55952 valid_1's rmse: 3.71469 [241] valid_0's rmse: 3.55856 valid_1's rmse: 3.71465 [242] valid_0's rmse: 3.55764 valid_1's rmse: 3.71457 [243] valid_0's rmse: 3.55653 valid_1's rmse: 3.71437 [244] valid_0's rmse: 3.55529 valid_1's rmse: 3.71394 [245] valid_0's rmse: 3.55405 valid_1's rmse: 3.71383 [246] valid_0's rmse: 3.55277 valid_1's rmse: 3.71315 [247] valid_0's rmse: 3.55172 valid_1's rmse: 3.71285 [248] valid_0's rmse: 3.55101 valid_1's rmse: 3.71277 [249] valid_0's rmse: 3.55002 valid_1's rmse: 3.71204 [250] valid_0's rmse: 3.54903 valid_1's rmse: 3.71175 [251] valid_0's rmse: 3.54835 valid_1's rmse: 3.71196 [252] valid_0's rmse: 3.54772 valid_1's rmse: 3.71184 [253] valid_0's rmse: 3.54687 valid_1's rmse: 3.7113 [254] valid_0's rmse: 3.54636 valid_1's rmse: 3.7111 [255] valid_0's rmse: 3.54551 valid_1's rmse: 3.71058 [256] valid_0's rmse: 3.5446 valid_1's rmse: 3.70993 [257] valid_0's rmse: 3.54376 valid_1's rmse: 3.70951 [258] valid_0's rmse: 3.54262 valid_1's rmse: 3.70964 [259] valid_0's rmse: 3.54161 valid_1's rmse: 3.70876 [260] valid_0's rmse: 3.54049 valid_1's rmse: 3.70795 [261] valid_0's rmse: 3.53988 valid_1's rmse: 3.70771 [262] valid_0's rmse: 3.53906 valid_1's rmse: 3.70743 [263] valid_0's rmse: 3.53796 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[412] valid_0's rmse: 3.43385 valid_1's rmse: 3.67527 [413] valid_0's rmse: 3.43308 valid_1's rmse: 3.67492 [414] valid_0's rmse: 3.43243 valid_1's rmse: 3.6751 [415] valid_0's rmse: 3.43192 valid_1's rmse: 3.67522 [416] valid_0's rmse: 3.43142 valid_1's rmse: 3.67505 [417] valid_0's rmse: 3.43073 valid_1's rmse: 3.67458 [418] valid_0's rmse: 3.43018 valid_1's rmse: 3.67437 [419] valid_0's rmse: 3.42962 valid_1's rmse: 3.67427 [420] valid_0's rmse: 3.42903 valid_1's rmse: 3.67463 [421] valid_0's rmse: 3.42856 valid_1's rmse: 3.67437 [422] valid_0's rmse: 3.42804 valid_1's rmse: 3.67398 [423] valid_0's rmse: 3.42764 valid_1's rmse: 3.67399 [424] valid_0's rmse: 3.4271 valid_1's rmse: 3.6737 [425] valid_0's rmse: 3.42652 valid_1's rmse: 3.6737 [426] valid_0's rmse: 3.42594 valid_1's rmse: 3.67346 [427] valid_0's rmse: 3.42548 valid_1's rmse: 3.67348 [428] valid_0's rmse: 3.42492 valid_1's rmse: 3.67326 [429] valid_0's rmse: 3.42436 valid_1's rmse: 3.67298 [430] valid_0's rmse: 3.42387 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rmse: 3.64372 [783] valid_0's rmse: 3.27118 valid_1's rmse: 3.64355 [784] valid_0's rmse: 3.27079 valid_1's rmse: 3.64346 [785] valid_0's rmse: 3.27054 valid_1's rmse: 3.64345 [786] valid_0's rmse: 3.27019 valid_1's rmse: 3.64326 [787] valid_0's rmse: 3.26993 valid_1's rmse: 3.64322 [788] valid_0's rmse: 3.26945 valid_1's rmse: 3.64306 [789] valid_0's rmse: 3.26913 valid_1's rmse: 3.64303 [790] valid_0's rmse: 3.26894 valid_1's rmse: 3.64312 [791] valid_0's rmse: 3.26857 valid_1's rmse: 3.64292 [792] valid_0's rmse: 3.26813 valid_1's rmse: 3.64292 [793] valid_0's rmse: 3.26773 valid_1's rmse: 3.643 [794] valid_0's rmse: 3.2672 valid_1's rmse: 3.64285 [795] valid_0's rmse: 3.26678 valid_1's rmse: 3.64291 [796] valid_0's rmse: 3.26658 valid_1's rmse: 3.64292 [797] valid_0's rmse: 3.26606 valid_1's rmse: 3.64295 [798] valid_0's rmse: 3.26548 valid_1's rmse: 3.64266 [799] valid_0's rmse: 3.26508 valid_1's rmse: 3.64234 [800] valid_0's rmse: 3.26483 valid_1's rmse: 3.6423 [801] valid_0's rmse: 3.26443 valid_1's rmse: 3.64239 [802] valid_0's rmse: 3.26396 valid_1's rmse: 3.64237 [803] valid_0's rmse: 3.26362 valid_1's rmse: 3.64248 [804] valid_0's rmse: 3.26329 valid_1's rmse: 3.64232 [805] valid_0's rmse: 3.26263 valid_1's rmse: 3.6422 [806] valid_0's rmse: 3.26241 valid_1's rmse: 3.64231 [807] valid_0's rmse: 3.26193 valid_1's rmse: 3.6421 [808] valid_0's rmse: 3.26174 valid_1's rmse: 3.64205 [809] valid_0's rmse: 3.26124 valid_1's rmse: 3.64206 [810] valid_0's rmse: 3.2609 valid_1's rmse: 3.64195 [811] valid_0's rmse: 3.26064 valid_1's rmse: 3.64204 [812] valid_0's rmse: 3.26038 valid_1's rmse: 3.64199 [813] valid_0's rmse: 3.25997 valid_1's rmse: 3.64198 [814] valid_0's rmse: 3.25979 valid_1's rmse: 3.64188 [815] valid_0's rmse: 3.2594 valid_1's rmse: 3.64179 [816] valid_0's rmse: 3.25891 valid_1's rmse: 3.64182 [817] valid_0's rmse: 3.25867 valid_1's rmse: 3.64178 [818] valid_0's rmse: 3.25818 valid_1's rmse: 3.64145 [819] valid_0's rmse: 3.25773 valid_1's rmse: 3.64118 [820] valid_0's rmse: 3.25739 valid_1's rmse: 3.64118 [821] valid_0's rmse: 3.25701 valid_1's rmse: 3.64086 [822] valid_0's rmse: 3.25666 valid_1's rmse: 3.64075 [823] valid_0's rmse: 3.25638 valid_1's rmse: 3.64081 [824] valid_0's rmse: 3.25572 valid_1's rmse: 3.64086 [825] valid_0's rmse: 3.25536 valid_1's rmse: 3.64077 [826] valid_0's rmse: 3.25506 valid_1's rmse: 3.64074 [827] valid_0's rmse: 3.25476 valid_1's rmse: 3.64061 [828] valid_0's rmse: 3.2544 valid_1's rmse: 3.64052 [829] valid_0's rmse: 3.2541 valid_1's rmse: 3.64058 [830] valid_0's rmse: 3.2539 valid_1's rmse: 3.64055 [831] valid_0's rmse: 3.25368 valid_1's rmse: 3.64043 [832] valid_0's rmse: 3.25334 valid_1's rmse: 3.64042 [833] valid_0's rmse: 3.25311 valid_1's rmse: 3.64036 [834] valid_0's rmse: 3.25295 valid_1's rmse: 3.64028 [835] valid_0's rmse: 3.25263 valid_1's rmse: 3.64029 [836] valid_0's rmse: 3.25212 valid_1's rmse: 3.64021 [837] valid_0's rmse: 3.2518 valid_1's rmse: 3.64011 [838] valid_0's rmse: 3.25148 valid_1's rmse: 3.64009 [839] valid_0's rmse: 3.25125 valid_1's rmse: 3.63991 [840] valid_0's rmse: 3.2511 valid_1's rmse: 3.63986 [841] valid_0's rmse: 3.25055 valid_1's rmse: 3.6401 [842] valid_0's rmse: 3.25 valid_1's rmse: 3.63986 [843] valid_0's rmse: 3.24976 valid_1's rmse: 3.63986 [844] valid_0's rmse: 3.24953 valid_1's rmse: 3.63974 [845] valid_0's rmse: 3.24902 valid_1's rmse: 3.63953 [846] valid_0's rmse: 3.24881 valid_1's rmse: 3.63956 [847] valid_0's rmse: 3.2485 valid_1's rmse: 3.63932 [848] valid_0's rmse: 3.24798 valid_1's rmse: 3.63905 [849] valid_0's rmse: 3.24774 valid_1's rmse: 3.63934 [850] valid_0's rmse: 3.24729 valid_1's rmse: 3.63922 [851] valid_0's rmse: 3.24708 valid_1's rmse: 3.63921 [852] valid_0's rmse: 3.24695 valid_1's rmse: 3.63923 [853] valid_0's rmse: 3.24674 valid_1's rmse: 3.63919 [854] valid_0's rmse: 3.24655 valid_1's rmse: 3.63915 [855] valid_0's rmse: 3.24591 valid_1's rmse: 3.63906 [856] valid_0's rmse: 3.24556 valid_1's rmse: 3.63911 [857] valid_0's rmse: 3.24522 valid_1's rmse: 3.63948 [858] valid_0's rmse: 3.24495 valid_1's rmse: 3.6394 [859] valid_0's rmse: 3.24475 valid_1's rmse: 3.63935 [860] valid_0's rmse: 3.24441 valid_1's rmse: 3.63927 [861] valid_0's rmse: 3.24414 valid_1's rmse: 3.63926 [862] valid_0's rmse: 3.2439 valid_1's rmse: 3.63928 [863] valid_0's rmse: 3.24367 valid_1's rmse: 3.63929 [864] valid_0's rmse: 3.24339 valid_1's rmse: 3.63937 [865] valid_0's rmse: 3.24271 valid_1's rmse: 3.63937 [866] valid_0's rmse: 3.24241 valid_1's rmse: 3.63932 [867] valid_0's rmse: 3.24207 valid_1's rmse: 3.6393 [868] valid_0's rmse: 3.24178 valid_1's rmse: 3.63926 Early stopping, best iteration is: [848] valid_0's rmse: 3.24798 valid_1's rmse: 3.63905 SCORE: 3.6390499754194328 [1] valid_0's rmse: 8.98009 valid_1's rmse: 8.93973 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.3904 valid_1's rmse: 8.35149 [3] valid_0's rmse: 7.86505 valid_1's rmse: 7.82767 [4] valid_0's rmse: 7.40209 valid_1's rmse: 7.36594 [5] valid_0's rmse: 7.01012 valid_1's rmse: 6.97574 [6] valid_0's rmse: 6.66195 valid_1's rmse: 6.62881 [7] valid_0's rmse: 6.36883 valid_1's rmse: 6.33563 [8] valid_0's rmse: 6.10647 valid_1's rmse: 6.0743 [9] valid_0's rmse: 5.87613 valid_1's rmse: 5.84464 [10] valid_0's rmse: 5.68511 valid_1's rmse: 5.65437 [11] valid_0's rmse: 5.51228 valid_1's rmse: 5.48256 [12] valid_0's rmse: 5.35719 valid_1's rmse: 5.32856 [13] valid_0's rmse: 5.22757 valid_1's rmse: 5.19958 [14] valid_0's rmse: 5.11751 valid_1's rmse: 5.09063 [15] valid_0's rmse: 4.99561 valid_1's rmse: 4.96863 [16] valid_0's rmse: 4.88461 valid_1's rmse: 4.85837 [17] valid_0's rmse: 4.80201 valid_1's rmse: 4.77661 [18] valid_0's rmse: 4.73291 valid_1's rmse: 4.70769 [19] valid_0's rmse: 4.65452 valid_1's rmse: 4.62971 [20] valid_0's rmse: 4.58724 valid_1's rmse: 4.5626 [21] valid_0's rmse: 4.53478 valid_1's rmse: 4.50981 [22] valid_0's rmse: 4.49391 valid_1's rmse: 4.47032 [23] valid_0's rmse: 4.45981 valid_1's rmse: 4.43719 [24] valid_0's rmse: 4.4305 valid_1's rmse: 4.40954 [25] valid_0's rmse: 4.39053 valid_1's rmse: 4.37031 [26] valid_0's rmse: 4.36461 valid_1's rmse: 4.34488 [27] valid_0's rmse: 4.34224 valid_1's rmse: 4.32259 [28] valid_0's rmse: 4.30641 valid_1's rmse: 4.28665 [29] valid_0's rmse: 4.28367 valid_1's rmse: 4.26457 [30] valid_0's rmse: 4.26887 valid_1's rmse: 4.25048 [31] valid_0's rmse: 4.24807 valid_1's rmse: 4.23034 [32] valid_0's rmse: 4.21976 valid_1's rmse: 4.20245 [33] valid_0's rmse: 4.19982 valid_1's rmse: 4.18372 [34] valid_0's rmse: 4.17547 valid_1's rmse: 4.15927 [35] valid_0's rmse: 4.15444 valid_1's rmse: 4.13911 [36] valid_0's rmse: 4.14513 valid_1's rmse: 4.13029 [37] valid_0's rmse: 4.13426 valid_1's rmse: 4.12059 [38] valid_0's rmse: 4.11855 valid_1's rmse: 4.1062 [39] valid_0's rmse: 4.11277 valid_1's rmse: 4.1018 [40] valid_0's rmse: 4.0991 valid_1's rmse: 4.08943 [41] valid_0's rmse: 4.0923 valid_1's rmse: 4.08351 [42] valid_0's rmse: 4.08539 valid_1's rmse: 4.07803 [43] valid_0's rmse: 4.07762 valid_1's rmse: 4.07189 [44] valid_0's rmse: 4.07035 valid_1's rmse: 4.06546 [45] valid_0's rmse: 4.05946 valid_1's rmse: 4.05711 [46] valid_0's rmse: 4.05513 valid_1's rmse: 4.05342 [47] valid_0's rmse: 4.04917 valid_1's rmse: 4.04875 [48] valid_0's rmse: 4.03886 valid_1's rmse: 4.03891 [49] valid_0's rmse: 4.03593 valid_1's rmse: 4.03696 [50] valid_0's rmse: 4.02699 valid_1's rmse: 4.02907 [51] valid_0's rmse: 4.01576 valid_1's rmse: 4.01836 [52] valid_0's rmse: 4.0093 valid_1's rmse: 4.01523 [53] valid_0's rmse: 4.00476 valid_1's rmse: 4.01111 [54] valid_0's rmse: 3.99652 valid_1's rmse: 4.0031 [55] valid_0's rmse: 3.99138 valid_1's rmse: 3.99839 [56] valid_0's rmse: 3.98597 valid_1's rmse: 3.99407 [57] valid_0's rmse: 3.98024 valid_1's rmse: 3.98886 [58] valid_0's rmse: 3.97272 valid_1's rmse: 3.98223 [59] valid_0's rmse: 3.96799 valid_1's rmse: 3.97802 [60] valid_0's rmse: 3.95665 valid_1's rmse: 3.96718 [61] valid_0's rmse: 3.95058 valid_1's rmse: 3.96303 [62] valid_0's rmse: 3.94638 valid_1's rmse: 3.96005 [63] valid_0's rmse: 3.94143 valid_1's rmse: 3.9557 [64] valid_0's rmse: 3.93815 valid_1's rmse: 3.95401 [65] valid_0's rmse: 3.93223 valid_1's rmse: 3.94927 [66] valid_0's rmse: 3.92872 valid_1's rmse: 3.94686 [67] valid_0's rmse: 3.91801 valid_1's rmse: 3.93626 [68] valid_0's rmse: 3.91444 valid_1's rmse: 3.93435 [69] valid_0's rmse: 3.9106 valid_1's rmse: 3.9315 [70] valid_0's rmse: 3.90745 valid_1's rmse: 3.92926 [71] valid_0's rmse: 3.89857 valid_1's rmse: 3.92096 [72] valid_0's rmse: 3.89387 valid_1's rmse: 3.91677 [73] valid_0's rmse: 3.89081 valid_1's rmse: 3.91441 [74] valid_0's rmse: 3.88331 valid_1's rmse: 3.90711 [75] valid_0's rmse: 3.87819 valid_1's rmse: 3.90254 [76] valid_0's rmse: 3.87341 valid_1's rmse: 3.89835 [77] valid_0's rmse: 3.87022 valid_1's rmse: 3.8962 [78] valid_0's rmse: 3.86331 valid_1's rmse: 3.8895 [79] valid_0's rmse: 3.85998 valid_1's rmse: 3.88754 [80] valid_0's rmse: 3.85619 valid_1's rmse: 3.88478 [81] valid_0's rmse: 3.84974 valid_1's rmse: 3.87874 [82] valid_0's rmse: 3.84662 valid_1's rmse: 3.87641 [83] valid_0's rmse: 3.84078 valid_1's rmse: 3.87114 [84] valid_0's rmse: 3.83639 valid_1's rmse: 3.86713 [85] valid_0's rmse: 3.83396 valid_1's rmse: 3.86546 [86] valid_0's rmse: 3.83009 valid_1's rmse: 3.86196 [87] valid_0's rmse: 3.8246 valid_1's rmse: 3.85661 [88] valid_0's rmse: 3.82223 valid_1's rmse: 3.85527 [89] valid_0's rmse: 3.8193 valid_1's rmse: 3.85441 [90] valid_0's rmse: 3.81651 valid_1's rmse: 3.85232 [91] valid_0's rmse: 3.81402 valid_1's rmse: 3.85075 [92] valid_0's rmse: 3.81141 valid_1's rmse: 3.84863 [93] valid_0's rmse: 3.80904 valid_1's rmse: 3.84757 [94] valid_0's rmse: 3.80418 valid_1's rmse: 3.84288 [95] valid_0's rmse: 3.8011 valid_1's rmse: 3.84255 [96] valid_0's rmse: 3.79746 valid_1's rmse: 3.83981 [97] valid_0's rmse: 3.79573 valid_1's rmse: 3.83986 [98] valid_0's rmse: 3.79321 valid_1's rmse: 3.83796 [99] valid_0's rmse: 3.79123 valid_1's rmse: 3.83651 [100] valid_0's rmse: 3.78768 valid_1's rmse: 3.8338 [101] valid_0's rmse: 3.78422 valid_1's rmse: 3.83143 [102] valid_0's rmse: 3.782 valid_1's rmse: 3.82985 [103] valid_0's rmse: 3.78021 valid_1's rmse: 3.82873 [104] valid_0's rmse: 3.77668 valid_1's rmse: 3.82615 [105] valid_0's rmse: 3.7753 valid_1's rmse: 3.82572 [106] valid_0's rmse: 3.77306 valid_1's rmse: 3.82421 [107] valid_0's rmse: 3.76831 valid_1's rmse: 3.81989 [108] valid_0's rmse: 3.76629 valid_1's rmse: 3.81969 [109] valid_0's rmse: 3.76463 valid_1's rmse: 3.81833 [110] valid_0's rmse: 3.76295 valid_1's rmse: 3.81794 [111] valid_0's rmse: 3.76127 valid_1's rmse: 3.81708 [112] valid_0's rmse: 3.7597 valid_1's rmse: 3.8161 [113] valid_0's rmse: 3.75861 valid_1's rmse: 3.81563 [114] valid_0's rmse: 3.75534 valid_1's rmse: 3.81279 [115] valid_0's rmse: 3.75337 valid_1's rmse: 3.81127 [116] valid_0's rmse: 3.75078 valid_1's rmse: 3.80961 [117] valid_0's rmse: 3.74904 valid_1's rmse: 3.80868 [118] valid_0's rmse: 3.74739 valid_1's rmse: 3.80796 [119] valid_0's rmse: 3.74487 valid_1's rmse: 3.80582 [120] valid_0's rmse: 3.7435 valid_1's rmse: 3.80528 [121] valid_0's rmse: 3.74145 valid_1's rmse: 3.8046 [122] valid_0's rmse: 3.73911 valid_1's rmse: 3.80294 [123] valid_0's rmse: 3.73708 valid_1's rmse: 3.8011 [124] valid_0's rmse: 3.73487 valid_1's rmse: 3.8 [125] valid_0's rmse: 3.73362 valid_1's rmse: 3.7995 [126] valid_0's rmse: 3.73244 valid_1's rmse: 3.79912 [127] valid_0's rmse: 3.72953 valid_1's rmse: 3.79705 [128] valid_0's rmse: 3.72796 valid_1's rmse: 3.79619 [129] valid_0's rmse: 3.72496 valid_1's rmse: 3.79393 [130] valid_0's rmse: 3.7232 valid_1's rmse: 3.79254 [131] valid_0's rmse: 3.72049 valid_1's rmse: 3.791 [132] valid_0's rmse: 3.71768 valid_1's rmse: 3.78949 [133] valid_0's rmse: 3.71451 valid_1's rmse: 3.78741 [134] valid_0's rmse: 3.71278 valid_1's rmse: 3.78643 [135] valid_0's rmse: 3.71007 valid_1's rmse: 3.78392 [136] valid_0's rmse: 3.7069 valid_1's rmse: 3.78139 [137] valid_0's rmse: 3.70547 valid_1's rmse: 3.78097 [138] valid_0's rmse: 3.70322 valid_1's rmse: 3.77904 [139] valid_0's rmse: 3.70092 valid_1's rmse: 3.77729 [140] valid_0's rmse: 3.69985 valid_1's rmse: 3.77646 [141] valid_0's rmse: 3.69828 valid_1's rmse: 3.77599 [142] valid_0's rmse: 3.6962 valid_1's rmse: 3.77566 [143] valid_0's rmse: 3.69434 valid_1's rmse: 3.77403 [144] valid_0's rmse: 3.69294 valid_1's rmse: 3.77379 [145] valid_0's rmse: 3.69127 valid_1's rmse: 3.7736 [146] valid_0's rmse: 3.68925 valid_1's rmse: 3.77197 [147] valid_0's rmse: 3.68742 valid_1's rmse: 3.77086 [148] valid_0's rmse: 3.68608 valid_1's rmse: 3.77029 [149] valid_0's rmse: 3.68479 valid_1's rmse: 3.76953 [150] valid_0's rmse: 3.6834 valid_1's rmse: 3.76892 [151] valid_0's rmse: 3.68144 valid_1's rmse: 3.76808 [152] valid_0's rmse: 3.67976 valid_1's rmse: 3.76788 [153] valid_0's rmse: 3.67859 valid_1's rmse: 3.76764 [154] valid_0's rmse: 3.67705 valid_1's rmse: 3.76677 [155] valid_0's rmse: 3.67562 valid_1's rmse: 3.76649 [156] valid_0's rmse: 3.67404 valid_1's rmse: 3.76552 [157] valid_0's rmse: 3.6725 valid_1's rmse: 3.76404 [158] valid_0's rmse: 3.67135 valid_1's rmse: 3.76346 [159] valid_0's rmse: 3.66976 valid_1's rmse: 3.76377 [160] valid_0's rmse: 3.66747 valid_1's rmse: 3.76173 [161] valid_0's rmse: 3.66668 valid_1's rmse: 3.76155 [162] valid_0's rmse: 3.66473 valid_1's rmse: 3.75999 [163] valid_0's rmse: 3.66289 valid_1's rmse: 3.75843 [164] valid_0's rmse: 3.66172 valid_1's rmse: 3.75839 [165] valid_0's rmse: 3.66 valid_1's rmse: 3.75739 [166] valid_0's rmse: 3.65872 valid_1's rmse: 3.75694 [167] valid_0's rmse: 3.6573 valid_1's rmse: 3.75612 [168] valid_0's rmse: 3.6558 valid_1's rmse: 3.75487 [169] valid_0's rmse: 3.65408 valid_1's rmse: 3.75389 [170] valid_0's rmse: 3.65285 valid_1's rmse: 3.75319 [171] valid_0's rmse: 3.65171 valid_1's rmse: 3.75317 [172] valid_0's rmse: 3.65078 valid_1's rmse: 3.75291 [173] valid_0's rmse: 3.64998 valid_1's rmse: 3.7526 [174] valid_0's rmse: 3.64823 valid_1's rmse: 3.75172 [175] valid_0's rmse: 3.64666 valid_1's rmse: 3.75147 [176] valid_0's rmse: 3.6454 valid_1's rmse: 3.75113 [177] valid_0's rmse: 3.64417 valid_1's rmse: 3.75035 [178] valid_0's rmse: 3.64322 valid_1's rmse: 3.75005 [179] valid_0's rmse: 3.64204 valid_1's rmse: 3.75 [180] valid_0's rmse: 3.64061 valid_1's rmse: 3.74926 [181] valid_0's rmse: 3.63972 valid_1's rmse: 3.74898 [182] valid_0's rmse: 3.63829 valid_1's rmse: 3.74856 [183] valid_0's rmse: 3.63672 valid_1's rmse: 3.74753 [184] valid_0's rmse: 3.63551 valid_1's rmse: 3.74675 [185] valid_0's rmse: 3.6342 valid_1's rmse: 3.74606 [186] valid_0's rmse: 3.63316 valid_1's rmse: 3.74591 [187] valid_0's rmse: 3.63245 valid_1's rmse: 3.74558 [188] valid_0's rmse: 3.63144 valid_1's rmse: 3.74462 [189] valid_0's rmse: 3.62998 valid_1's rmse: 3.74362 [190] valid_0's rmse: 3.62889 valid_1's rmse: 3.7436 [191] valid_0's rmse: 3.62755 valid_1's rmse: 3.7426 [192] valid_0's rmse: 3.62633 valid_1's rmse: 3.74225 [193] valid_0's rmse: 3.62495 valid_1's rmse: 3.74137 [194] valid_0's rmse: 3.62346 valid_1's rmse: 3.74081 [195] valid_0's rmse: 3.6228 valid_1's rmse: 3.74083 [196] valid_0's rmse: 3.62154 valid_1's rmse: 3.74024 [197] valid_0's rmse: 3.62061 valid_1's rmse: 3.74011 [198] valid_0's rmse: 3.61979 valid_1's rmse: 3.73952 [199] valid_0's rmse: 3.61866 valid_1's rmse: 3.73889 [200] valid_0's rmse: 3.61757 valid_1's rmse: 3.73895 [201] valid_0's rmse: 3.61637 valid_1's rmse: 3.73809 [202] valid_0's rmse: 3.61449 valid_1's rmse: 3.73684 [203] valid_0's rmse: 3.61279 valid_1's rmse: 3.7352 [204] valid_0's rmse: 3.61201 valid_1's rmse: 3.73473 [205] valid_0's rmse: 3.61079 valid_1's rmse: 3.73444 [206] valid_0's rmse: 3.61008 valid_1's rmse: 3.73408 [207] valid_0's rmse: 3.60922 valid_1's rmse: 3.73385 [208] valid_0's rmse: 3.60843 valid_1's rmse: 3.73389 [209] valid_0's rmse: 3.60768 valid_1's rmse: 3.73367 [210] valid_0's rmse: 3.6065 valid_1's rmse: 3.73324 [211] valid_0's rmse: 3.60274 valid_1's rmse: 3.72981 [212] valid_0's rmse: 3.60201 valid_1's rmse: 3.72937 [213] valid_0's rmse: 3.60106 valid_1's rmse: 3.72899 [214] valid_0's rmse: 3.5996 valid_1's rmse: 3.72817 [215] valid_0's rmse: 3.59862 valid_1's rmse: 3.72758 [216] valid_0's rmse: 3.59761 valid_1's rmse: 3.72718 [217] valid_0's rmse: 3.59689 valid_1's rmse: 3.72696 [218] valid_0's rmse: 3.59624 valid_1's rmse: 3.72664 [219] valid_0's rmse: 3.59519 valid_1's rmse: 3.72648 [220] valid_0's rmse: 3.59419 valid_1's rmse: 3.72566 [221] valid_0's rmse: 3.59336 valid_1's rmse: 3.7255 [222] valid_0's rmse: 3.59189 valid_1's rmse: 3.7245 [223] valid_0's rmse: 3.59072 valid_1's rmse: 3.72359 [224] valid_0's rmse: 3.58988 valid_1's rmse: 3.72361 [225] valid_0's rmse: 3.58906 valid_1's rmse: 3.72331 [226] valid_0's rmse: 3.58815 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[468] valid_0's rmse: 3.41723 valid_1's rmse: 3.67973 [469] valid_0's rmse: 3.41655 valid_1's rmse: 3.67941 [470] valid_0's rmse: 3.41625 valid_1's rmse: 3.67918 [471] valid_0's rmse: 3.41572 valid_1's rmse: 3.67911 [472] valid_0's rmse: 3.41516 valid_1's rmse: 3.67903 [473] valid_0's rmse: 3.4143 valid_1's rmse: 3.67843 [474] valid_0's rmse: 3.41364 valid_1's rmse: 3.67824 [475] valid_0's rmse: 3.41322 valid_1's rmse: 3.67827 [476] valid_0's rmse: 3.41281 valid_1's rmse: 3.67822 [477] valid_0's rmse: 3.41254 valid_1's rmse: 3.67837 [478] valid_0's rmse: 3.41213 valid_1's rmse: 3.67828 [479] valid_0's rmse: 3.41172 valid_1's rmse: 3.67829 [480] valid_0's rmse: 3.41118 valid_1's rmse: 3.67873 [481] valid_0's rmse: 3.41059 valid_1's rmse: 3.67842 [482] valid_0's rmse: 3.40969 valid_1's rmse: 3.67776 [483] valid_0's rmse: 3.4093 valid_1's rmse: 3.67767 [484] valid_0's rmse: 3.40886 valid_1's rmse: 3.67774 [485] valid_0's rmse: 3.40822 valid_1's rmse: 3.67748 [486] valid_0's rmse: 3.40745 valid_1's rmse: 3.67699 [487] valid_0's rmse: 3.40678 valid_1's rmse: 3.6768 [488] valid_0's rmse: 3.40634 valid_1's rmse: 3.67656 [489] valid_0's rmse: 3.40606 valid_1's rmse: 3.67637 [490] valid_0's rmse: 3.40573 valid_1's rmse: 3.67621 [491] valid_0's rmse: 3.40531 valid_1's rmse: 3.67611 [492] valid_0's rmse: 3.40491 valid_1's rmse: 3.67638 [493] valid_0's rmse: 3.40437 valid_1's rmse: 3.67648 [494] valid_0's rmse: 3.40414 valid_1's rmse: 3.67636 [495] valid_0's rmse: 3.40284 valid_1's rmse: 3.67563 [496] valid_0's rmse: 3.40235 valid_1's rmse: 3.67536 [497] valid_0's rmse: 3.4018 valid_1's rmse: 3.67505 [498] valid_0's rmse: 3.40134 valid_1's rmse: 3.67517 [499] valid_0's rmse: 3.40078 valid_1's rmse: 3.67499 [500] valid_0's rmse: 3.40029 valid_1's rmse: 3.67514 [501] valid_0's rmse: 3.39988 valid_1's rmse: 3.67509 [502] valid_0's rmse: 3.39925 valid_1's rmse: 3.67516 [503] valid_0's rmse: 3.39889 valid_1's rmse: 3.67504 [504] valid_0's rmse: 3.39842 valid_1's rmse: 3.67506 [505] valid_0's rmse: 3.39797 valid_1's rmse: 3.67498 [506] valid_0's rmse: 3.39752 valid_1's rmse: 3.67503 [507] valid_0's rmse: 3.39705 valid_1's rmse: 3.67527 [508] valid_0's rmse: 3.39662 valid_1's rmse: 3.67546 [509] valid_0's rmse: 3.39616 valid_1's rmse: 3.6752 [510] valid_0's rmse: 3.39574 valid_1's rmse: 3.67527 [511] valid_0's rmse: 3.39517 valid_1's rmse: 3.67526 [512] valid_0's rmse: 3.3949 valid_1's rmse: 3.67521 [513] valid_0's rmse: 3.39452 valid_1's rmse: 3.67502 [514] valid_0's rmse: 3.39426 valid_1's rmse: 3.67501 [515] valid_0's rmse: 3.3938 valid_1's rmse: 3.67497 [516] valid_0's rmse: 3.3932 valid_1's rmse: 3.67459 [517] valid_0's rmse: 3.39277 valid_1's rmse: 3.67449 [518] valid_0's rmse: 3.39215 valid_1's rmse: 3.67408 [519] valid_0's rmse: 3.39157 valid_1's rmse: 3.67415 [520] valid_0's rmse: 3.39118 valid_1's rmse: 3.674 [521] valid_0's rmse: 3.39089 valid_1's rmse: 3.67387 [522] valid_0's rmse: 3.39056 valid_1's rmse: 3.67377 [523] valid_0's rmse: 3.39019 valid_1's rmse: 3.67375 [524] valid_0's rmse: 3.38987 valid_1's rmse: 3.6737 [525] valid_0's rmse: 3.38966 valid_1's rmse: 3.6737 [526] valid_0's rmse: 3.38912 valid_1's rmse: 3.67388 [527] valid_0's rmse: 3.38885 valid_1's rmse: 3.67383 [528] valid_0's rmse: 3.38852 valid_1's rmse: 3.67413 [529] valid_0's rmse: 3.38791 valid_1's rmse: 3.67396 [530] valid_0's rmse: 3.38772 valid_1's rmse: 3.67391 [531] valid_0's rmse: 3.38716 valid_1's rmse: 3.67368 [532] valid_0's rmse: 3.3865 valid_1's rmse: 3.67372 [533] valid_0's rmse: 3.3861 valid_1's rmse: 3.67365 [534] valid_0's rmse: 3.38547 valid_1's rmse: 3.6733 [535] valid_0's rmse: 3.38503 valid_1's rmse: 3.6737 [536] valid_0's rmse: 3.38455 valid_1's rmse: 3.67355 [537] valid_0's rmse: 3.38402 valid_1's rmse: 3.67342 [538] valid_0's rmse: 3.38376 valid_1's rmse: 3.67333 [539] valid_0's rmse: 3.38355 valid_1's rmse: 3.67331 [540] valid_0's rmse: 3.38327 valid_1's rmse: 3.67332 [541] valid_0's rmse: 3.38289 valid_1's rmse: 3.67337 [542] valid_0's rmse: 3.38271 valid_1's rmse: 3.67344 [543] valid_0's rmse: 3.38225 valid_1's rmse: 3.67333 [544] valid_0's rmse: 3.38194 valid_1's rmse: 3.67321 [545] valid_0's rmse: 3.38159 valid_1's rmse: 3.67327 [546] valid_0's rmse: 3.38126 valid_1's rmse: 3.67317 [547] valid_0's rmse: 3.38091 valid_1's rmse: 3.67297 [548] valid_0's rmse: 3.38078 valid_1's rmse: 3.67297 [549] valid_0's rmse: 3.38036 valid_1's rmse: 3.6729 [550] valid_0's rmse: 3.37982 valid_1's rmse: 3.6732 [551] valid_0's rmse: 3.37952 valid_1's rmse: 3.67327 [552] valid_0's rmse: 3.37934 valid_1's rmse: 3.67325 [553] valid_0's rmse: 3.37892 valid_1's rmse: 3.67324 [554] valid_0's rmse: 3.37846 valid_1's rmse: 3.67294 [555] valid_0's rmse: 3.37789 valid_1's rmse: 3.67304 [556] valid_0's rmse: 3.37756 valid_1's rmse: 3.6731 [557] valid_0's rmse: 3.37712 valid_1's rmse: 3.67304 [558] valid_0's rmse: 3.37676 valid_1's rmse: 3.67297 [559] valid_0's rmse: 3.37635 valid_1's rmse: 3.67289 [560] valid_0's rmse: 3.3759 valid_1's rmse: 3.67287 [561] valid_0's rmse: 3.3755 valid_1's rmse: 3.67277 [562] valid_0's rmse: 3.37481 valid_1's rmse: 3.67231 [563] valid_0's rmse: 3.37428 valid_1's rmse: 3.67196 [564] valid_0's rmse: 3.37368 valid_1's rmse: 3.67173 [565] valid_0's rmse: 3.37305 valid_1's rmse: 3.67209 [566] valid_0's rmse: 3.37259 valid_1's rmse: 3.67232 [567] valid_0's rmse: 3.37214 valid_1's rmse: 3.67205 [568] valid_0's rmse: 3.37165 valid_1's rmse: 3.67175 [569] valid_0's rmse: 3.37119 valid_1's rmse: 3.67145 [570] valid_0's rmse: 3.37074 valid_1's rmse: 3.67132 [571] valid_0's rmse: 3.37026 valid_1's rmse: 3.67125 [572] valid_0's rmse: 3.36997 valid_1's rmse: 3.67122 [573] valid_0's rmse: 3.36952 valid_1's rmse: 3.67094 [574] valid_0's rmse: 3.369 valid_1's rmse: 3.6707 [575] valid_0's rmse: 3.36866 valid_1's rmse: 3.6706 [576] valid_0's rmse: 3.36825 valid_1's rmse: 3.67039 [577] valid_0's rmse: 3.36791 valid_1's rmse: 3.67025 [578] valid_0's rmse: 3.36752 valid_1's rmse: 3.67029 [579] valid_0's rmse: 3.36706 valid_1's rmse: 3.67055 [580] valid_0's rmse: 3.36675 valid_1's rmse: 3.67037 [581] valid_0's rmse: 3.3664 valid_1's rmse: 3.67022 [582] valid_0's rmse: 3.36612 valid_1's rmse: 3.67007 [583] valid_0's rmse: 3.3654 valid_1's rmse: 3.66992 [584] valid_0's rmse: 3.36511 valid_1's rmse: 3.66976 [585] valid_0's rmse: 3.36481 valid_1's rmse: 3.67015 [586] valid_0's rmse: 3.36448 valid_1's rmse: 3.67001 [587] valid_0's rmse: 3.36419 valid_1's rmse: 3.67004 [588] valid_0's rmse: 3.36355 valid_1's rmse: 3.6704 [589] valid_0's rmse: 3.36317 valid_1's rmse: 3.67044 [590] valid_0's rmse: 3.36277 valid_1's rmse: 3.67036 [591] valid_0's rmse: 3.36225 valid_1's rmse: 3.6703 [592] valid_0's rmse: 3.36189 valid_1's rmse: 3.67028 [593] valid_0's rmse: 3.36154 valid_1's rmse: 3.67017 [594] valid_0's rmse: 3.36129 valid_1's rmse: 3.67029 [595] valid_0's rmse: 3.36084 valid_1's rmse: 3.67001 [596] valid_0's rmse: 3.3602 valid_1's rmse: 3.66969 [597] valid_0's rmse: 3.35995 valid_1's rmse: 3.66968 [598] valid_0's rmse: 3.35967 valid_1's rmse: 3.66958 [599] valid_0's rmse: 3.35912 valid_1's rmse: 3.66938 [600] valid_0's rmse: 3.35871 valid_1's rmse: 3.66923 [601] valid_0's rmse: 3.35823 valid_1's rmse: 3.669 [602] valid_0's rmse: 3.35782 valid_1's rmse: 3.66873 [603] valid_0's rmse: 3.35731 valid_1's rmse: 3.66859 [604] valid_0's rmse: 3.35695 valid_1's rmse: 3.6685 [605] valid_0's rmse: 3.35637 valid_1's rmse: 3.66864 [606] valid_0's rmse: 3.35593 valid_1's rmse: 3.66881 [607] valid_0's rmse: 3.35547 valid_1's rmse: 3.66881 [608] valid_0's rmse: 3.35495 valid_1's rmse: 3.66901 [609] valid_0's rmse: 3.35466 valid_1's rmse: 3.66907 [610] valid_0's rmse: 3.35418 valid_1's rmse: 3.66904 [611] valid_0's rmse: 3.35372 valid_1's rmse: 3.66914 [612] valid_0's rmse: 3.35344 valid_1's rmse: 3.66919 [613] valid_0's rmse: 3.35309 valid_1's rmse: 3.66926 [614] valid_0's rmse: 3.3528 valid_1's rmse: 3.66926 [615] valid_0's rmse: 3.35243 valid_1's rmse: 3.66918 [616] valid_0's rmse: 3.35199 valid_1's rmse: 3.66946 [617] valid_0's rmse: 3.3514 valid_1's rmse: 3.66927 [618] valid_0's rmse: 3.35123 valid_1's rmse: 3.66925 [619] valid_0's rmse: 3.35104 valid_1's rmse: 3.66929 [620] valid_0's rmse: 3.35065 valid_1's rmse: 3.66928 [621] valid_0's rmse: 3.35043 valid_1's rmse: 3.66905 [622] valid_0's rmse: 3.35016 valid_1's rmse: 3.66918 [623] valid_0's rmse: 3.34953 valid_1's rmse: 3.66879 [624] valid_0's rmse: 3.34932 valid_1's rmse: 3.66874 Early stopping, best iteration is: [604] valid_0's rmse: 3.35695 valid_1's rmse: 3.6685 SCORE: 3.668496740698131 [1] valid_0's rmse: 8.97175 valid_1's rmse: 8.9307 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.3743 valid_1's rmse: 8.33502 [3] valid_0's rmse: 7.85579 valid_1's rmse: 7.818 [4] valid_0's rmse: 7.40138 valid_1's rmse: 7.36428 [5] valid_0's rmse: 6.98993 valid_1's rmse: 6.95401 [6] valid_0's rmse: 6.63804 valid_1's rmse: 6.6033 [7] valid_0's rmse: 6.32811 valid_1's rmse: 6.29452 [8] valid_0's rmse: 6.06969 valid_1's rmse: 6.03731 [9] valid_0's rmse: 5.83402 valid_1's rmse: 5.80262 [10] valid_0's rmse: 5.64799 valid_1's rmse: 5.61786 [11] valid_0's rmse: 5.49133 valid_1's rmse: 5.4627 [12] valid_0's rmse: 5.35194 valid_1's rmse: 5.32434 [13] valid_0's rmse: 5.2306 valid_1's rmse: 5.20349 [14] valid_0's rmse: 5.10817 valid_1's rmse: 5.08168 [15] valid_0's rmse: 5.01806 valid_1's rmse: 4.99348 [16] valid_0's rmse: 4.90776 valid_1's rmse: 4.88369 [17] valid_0's rmse: 4.81701 valid_1's rmse: 4.79373 [18] valid_0's rmse: 4.75603 valid_1's rmse: 4.73456 [19] valid_0's rmse: 4.69438 valid_1's rmse: 4.67456 [20] valid_0's rmse: 4.6316 valid_1's rmse: 4.61221 [21] valid_0's rmse: 4.5905 valid_1's rmse: 4.57398 [22] valid_0's rmse: 4.53823 valid_1's rmse: 4.52222 [23] valid_0's rmse: 4.49507 valid_1's rmse: 4.47996 [24] valid_0's rmse: 4.44803 valid_1's rmse: 4.43337 [25] valid_0's rmse: 4.40652 valid_1's rmse: 4.39319 [26] valid_0's rmse: 4.37986 valid_1's rmse: 4.368 [27] valid_0's rmse: 4.35633 valid_1's rmse: 4.34479 [28] valid_0's rmse: 4.33923 valid_1's rmse: 4.32795 [29] valid_0's rmse: 4.31846 valid_1's rmse: 4.30914 [30] valid_0's rmse: 4.30539 valid_1's rmse: 4.29715 [31] valid_0's rmse: 4.28669 valid_1's rmse: 4.28077 [32] valid_0's rmse: 4.25859 valid_1's rmse: 4.25313 [33] valid_0's rmse: 4.2399 valid_1's rmse: 4.23586 [34] valid_0's rmse: 4.20957 valid_1's rmse: 4.20572 [35] valid_0's rmse: 4.18953 valid_1's rmse: 4.18635 [36] valid_0's rmse: 4.18178 valid_1's rmse: 4.17964 [37] valid_0's rmse: 4.1713 valid_1's rmse: 4.17013 [38] valid_0's rmse: 4.15964 valid_1's rmse: 4.16118 [39] valid_0's rmse: 4.15067 valid_1's rmse: 4.15289 [40] valid_0's rmse: 4.13358 valid_1's rmse: 4.13608 [41] valid_0's rmse: 4.12612 valid_1's rmse: 4.12896 [42] valid_0's rmse: 4.10567 valid_1's rmse: 4.10845 [43] valid_0's rmse: 4.09445 valid_1's rmse: 4.09828 [44] valid_0's rmse: 4.087 valid_1's rmse: 4.09178 [45] valid_0's rmse: 4.08151 valid_1's rmse: 4.0876 [46] valid_0's rmse: 4.07138 valid_1's rmse: 4.07801 [47] valid_0's rmse: 4.06313 valid_1's rmse: 4.07032 [48] valid_0's rmse: 4.05192 valid_1's rmse: 4.05941 [49] valid_0's rmse: 4.04592 valid_1's rmse: 4.0554 [50] valid_0's rmse: 4.03845 valid_1's rmse: 4.04848 [51] valid_0's rmse: 4.02531 valid_1's rmse: 4.03563 [52] valid_0's rmse: 4.01127 valid_1's rmse: 4.02178 [53] valid_0's rmse: 4.00421 valid_1's rmse: 4.01531 [54] valid_0's rmse: 3.99319 valid_1's rmse: 4.00443 [55] valid_0's rmse: 3.98825 valid_1's rmse: 4.00066 [56] valid_0's rmse: 3.98279 valid_1's rmse: 3.99729 [57] valid_0's rmse: 3.97886 valid_1's rmse: 3.9953 [58] valid_0's rmse: 3.9727 valid_1's rmse: 3.98955 [59] valid_0's rmse: 3.9636 valid_1's rmse: 3.98065 [60] valid_0's rmse: 3.95954 valid_1's rmse: 3.97724 [61] valid_0's rmse: 3.95065 valid_1's rmse: 3.96911 [62] valid_0's rmse: 3.94563 valid_1's rmse: 3.96484 [63] valid_0's rmse: 3.94099 valid_1's rmse: 3.96108 [64] valid_0's rmse: 3.93751 valid_1's rmse: 3.9581 [65] valid_0's rmse: 3.93275 valid_1's rmse: 3.95393 [66] valid_0's rmse: 3.9281 valid_1's rmse: 3.94971 [67] valid_0's rmse: 3.92354 valid_1's rmse: 3.94544 [68] valid_0's rmse: 3.9145 valid_1's rmse: 3.93679 [69] valid_0's rmse: 3.9094 valid_1's rmse: 3.93249 [70] valid_0's rmse: 3.90268 valid_1's rmse: 3.92637 [71] valid_0's rmse: 3.89933 valid_1's rmse: 3.92355 [72] valid_0's rmse: 3.89469 valid_1's rmse: 3.91919 [73] valid_0's rmse: 3.89188 valid_1's rmse: 3.91723 [74] valid_0's rmse: 3.88515 valid_1's rmse: 3.91057 [75] valid_0's rmse: 3.88141 valid_1's rmse: 3.90817 [76] valid_0's rmse: 3.87789 valid_1's rmse: 3.90504 [77] valid_0's rmse: 3.87116 valid_1's rmse: 3.89937 [78] valid_0's rmse: 3.86872 valid_1's rmse: 3.89772 [79] valid_0's rmse: 3.86624 valid_1's rmse: 3.8958 [80] valid_0's rmse: 3.86397 valid_1's rmse: 3.89521 [81] valid_0's rmse: 3.85792 valid_1's rmse: 3.88934 [82] valid_0's rmse: 3.85404 valid_1's rmse: 3.88604 [83] valid_0's rmse: 3.85085 valid_1's rmse: 3.88339 [84] valid_0's rmse: 3.84617 valid_1's rmse: 3.87947 [85] valid_0's rmse: 3.84281 valid_1's rmse: 3.87894 [86] valid_0's rmse: 3.84033 valid_1's rmse: 3.87732 [87] valid_0's rmse: 3.83595 valid_1's rmse: 3.87371 [88] valid_0's rmse: 3.83148 valid_1's rmse: 3.87013 [89] valid_0's rmse: 3.82846 valid_1's rmse: 3.8698 [90] valid_0's rmse: 3.8258 valid_1's rmse: 3.86801 [91] valid_0's rmse: 3.82033 valid_1's rmse: 3.86287 [92] valid_0's rmse: 3.81778 valid_1's rmse: 3.86093 [93] valid_0's rmse: 3.8152 valid_1's rmse: 3.85916 [94] valid_0's rmse: 3.81222 valid_1's rmse: 3.85766 [95] valid_0's rmse: 3.80928 valid_1's rmse: 3.85637 [96] valid_0's rmse: 3.80697 valid_1's rmse: 3.85485 [97] valid_0's rmse: 3.80348 valid_1's rmse: 3.85147 [98] valid_0's rmse: 3.79843 valid_1's rmse: 3.84636 [99] valid_0's rmse: 3.79402 valid_1's rmse: 3.84221 [100] valid_0's rmse: 3.79017 valid_1's rmse: 3.83857 [101] valid_0's rmse: 3.788 valid_1's rmse: 3.83783 [102] valid_0's rmse: 3.78405 valid_1's rmse: 3.834 [103] valid_0's rmse: 3.78221 valid_1's rmse: 3.83281 [104] valid_0's rmse: 3.77905 valid_1's rmse: 3.83021 [105] valid_0's rmse: 3.77695 valid_1's rmse: 3.82996 [106] valid_0's rmse: 3.77403 valid_1's rmse: 3.82737 [107] valid_0's rmse: 3.7704 valid_1's rmse: 3.8241 [108] valid_0's rmse: 3.76672 valid_1's rmse: 3.82405 [109] valid_0's rmse: 3.76503 valid_1's rmse: 3.8237 [110] valid_0's rmse: 3.76315 valid_1's rmse: 3.82271 [111] valid_0's rmse: 3.75908 valid_1's rmse: 3.81903 [112] valid_0's rmse: 3.75637 valid_1's rmse: 3.81697 [113] valid_0's rmse: 3.75458 valid_1's rmse: 3.81568 [114] valid_0's rmse: 3.7529 valid_1's rmse: 3.81459 [115] valid_0's rmse: 3.75002 valid_1's rmse: 3.81369 [116] valid_0's rmse: 3.74799 valid_1's rmse: 3.81258 [117] valid_0's rmse: 3.74671 valid_1's rmse: 3.8121 [118] valid_0's rmse: 3.74546 valid_1's rmse: 3.81139 [119] valid_0's rmse: 3.74308 valid_1's rmse: 3.80921 [120] valid_0's rmse: 3.74074 valid_1's rmse: 3.80849 [121] valid_0's rmse: 3.73907 valid_1's rmse: 3.80785 [122] valid_0's rmse: 3.73693 valid_1's rmse: 3.80648 [123] valid_0's rmse: 3.7342 valid_1's rmse: 3.80393 [124] valid_0's rmse: 3.72984 valid_1's rmse: 3.80094 [125] valid_0's rmse: 3.72864 valid_1's rmse: 3.80064 [126] valid_0's rmse: 3.72504 valid_1's rmse: 3.79727 [127] valid_0's rmse: 3.72381 valid_1's rmse: 3.79653 [128] valid_0's rmse: 3.72159 valid_1's rmse: 3.79485 [129] valid_0's rmse: 3.71959 valid_1's rmse: 3.79347 [130] valid_0's rmse: 3.71702 valid_1's rmse: 3.79116 [131] valid_0's rmse: 3.71588 valid_1's rmse: 3.7909 [132] valid_0's rmse: 3.71397 valid_1's rmse: 3.7899 [133] valid_0's rmse: 3.71166 valid_1's rmse: 3.78823 [134] valid_0's rmse: 3.70947 valid_1's rmse: 3.78649 [135] valid_0's rmse: 3.70691 valid_1's rmse: 3.78426 [136] valid_0's rmse: 3.70496 valid_1's rmse: 3.78287 [137] valid_0's rmse: 3.70294 valid_1's rmse: 3.78209 [138] valid_0's rmse: 3.70089 valid_1's rmse: 3.78036 [139] valid_0's rmse: 3.69895 valid_1's rmse: 3.77896 [140] valid_0's rmse: 3.69726 valid_1's rmse: 3.77834 [141] valid_0's rmse: 3.69546 valid_1's rmse: 3.77837 [142] valid_0's rmse: 3.69358 valid_1's rmse: 3.77768 [143] valid_0's rmse: 3.69192 valid_1's rmse: 3.77679 [144] valid_0's rmse: 3.69062 valid_1's rmse: 3.77636 [145] valid_0's rmse: 3.6892 valid_1's rmse: 3.77631 [146] valid_0's rmse: 3.68768 valid_1's rmse: 3.77565 [147] valid_0's rmse: 3.68516 valid_1's rmse: 3.77439 [148] valid_0's rmse: 3.68279 valid_1's rmse: 3.77282 [149] valid_0's rmse: 3.68064 valid_1's rmse: 3.77083 [150] valid_0's rmse: 3.67936 valid_1's rmse: 3.77048 [151] valid_0's rmse: 3.67765 valid_1's rmse: 3.76977 [152] valid_0's rmse: 3.67538 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3.44062 valid_1's rmse: 3.68391 [394] valid_0's rmse: 3.4402 valid_1's rmse: 3.68382 [395] valid_0's rmse: 3.43935 valid_1's rmse: 3.68356 [396] valid_0's rmse: 3.43859 valid_1's rmse: 3.68364 [397] valid_0's rmse: 3.43809 valid_1's rmse: 3.68357 [398] valid_0's rmse: 3.4373 valid_1's rmse: 3.68391 [399] valid_0's rmse: 3.43686 valid_1's rmse: 3.68377 [400] valid_0's rmse: 3.43604 valid_1's rmse: 3.68378 [401] valid_0's rmse: 3.43551 valid_1's rmse: 3.68413 [402] valid_0's rmse: 3.43497 valid_1's rmse: 3.68407 [403] valid_0's rmse: 3.43413 valid_1's rmse: 3.68375 [404] valid_0's rmse: 3.43344 valid_1's rmse: 3.68367 [405] valid_0's rmse: 3.43282 valid_1's rmse: 3.68328 [406] valid_0's rmse: 3.43226 valid_1's rmse: 3.68357 [407] valid_0's rmse: 3.43179 valid_1's rmse: 3.68346 [408] valid_0's rmse: 3.43125 valid_1's rmse: 3.68307 [409] valid_0's rmse: 3.43078 valid_1's rmse: 3.68315 [410] valid_0's rmse: 3.43033 valid_1's rmse: 3.68325 [411] valid_0's rmse: 3.43011 valid_1's rmse: 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3.41609 valid_1's rmse: 3.6777 [431] valid_0's rmse: 3.41549 valid_1's rmse: 3.67718 [432] valid_0's rmse: 3.41504 valid_1's rmse: 3.67689 [433] valid_0's rmse: 3.41459 valid_1's rmse: 3.67676 [434] valid_0's rmse: 3.41421 valid_1's rmse: 3.67674 [435] valid_0's rmse: 3.41369 valid_1's rmse: 3.67653 [436] valid_0's rmse: 3.41322 valid_1's rmse: 3.67668 [437] valid_0's rmse: 3.41277 valid_1's rmse: 3.67688 [438] valid_0's rmse: 3.41227 valid_1's rmse: 3.67685 [439] valid_0's rmse: 3.41209 valid_1's rmse: 3.67675 [440] valid_0's rmse: 3.41163 valid_1's rmse: 3.67659 [441] valid_0's rmse: 3.41085 valid_1's rmse: 3.67668 [442] valid_0's rmse: 3.41029 valid_1's rmse: 3.67676 [443] valid_0's rmse: 3.40958 valid_1's rmse: 3.67671 [444] valid_0's rmse: 3.40904 valid_1's rmse: 3.67659 [445] valid_0's rmse: 3.4085 valid_1's rmse: 3.67679 [446] valid_0's rmse: 3.40803 valid_1's rmse: 3.67665 [447] valid_0's rmse: 3.40732 valid_1's rmse: 3.67655 [448] valid_0's rmse: 3.40688 valid_1's rmse: 3.6762 [449] valid_0's rmse: 3.40633 valid_1's rmse: 3.67615 [450] valid_0's rmse: 3.40572 valid_1's rmse: 3.67618 [451] valid_0's rmse: 3.40522 valid_1's rmse: 3.67615 [452] valid_0's rmse: 3.40474 valid_1's rmse: 3.67603 [453] valid_0's rmse: 3.40414 valid_1's rmse: 3.67605 [454] valid_0's rmse: 3.40368 valid_1's rmse: 3.67593 [455] valid_0's rmse: 3.40323 valid_1's rmse: 3.67606 [456] valid_0's rmse: 3.40275 valid_1's rmse: 3.67578 [457] valid_0's rmse: 3.40225 valid_1's rmse: 3.67557 [458] valid_0's rmse: 3.40171 valid_1's rmse: 3.67538 [459] valid_0's rmse: 3.40124 valid_1's rmse: 3.67567 [460] valid_0's rmse: 3.40089 valid_1's rmse: 3.67558 [461] valid_0's rmse: 3.40041 valid_1's rmse: 3.67536 [462] valid_0's rmse: 3.39974 valid_1's rmse: 3.67506 [463] valid_0's rmse: 3.39937 valid_1's rmse: 3.67511 [464] valid_0's rmse: 3.39862 valid_1's rmse: 3.67476 [465] valid_0's rmse: 3.39792 valid_1's rmse: 3.67485 [466] valid_0's rmse: 3.39732 valid_1's rmse: 3.67481 [467] valid_0's rmse: 3.39686 valid_1's rmse: 3.67482 [468] valid_0's rmse: 3.39598 valid_1's rmse: 3.67443 [469] valid_0's rmse: 3.3954 valid_1's rmse: 3.674 [470] valid_0's rmse: 3.39497 valid_1's rmse: 3.67389 [471] valid_0's rmse: 3.3944 valid_1's rmse: 3.67383 [472] valid_0's rmse: 3.39407 valid_1's rmse: 3.67376 [473] valid_0's rmse: 3.39371 valid_1's rmse: 3.67372 [474] valid_0's rmse: 3.39332 valid_1's rmse: 3.67349 [475] valid_0's rmse: 3.39267 valid_1's rmse: 3.6732 [476] valid_0's rmse: 3.3922 valid_1's rmse: 3.67316 [477] valid_0's rmse: 3.39138 valid_1's rmse: 3.67271 [478] valid_0's rmse: 3.39077 valid_1's rmse: 3.67257 [479] valid_0's rmse: 3.39033 valid_1's rmse: 3.67255 [480] valid_0's rmse: 3.38982 valid_1's rmse: 3.67265 [481] valid_0's rmse: 3.38913 valid_1's rmse: 3.6723 [482] valid_0's rmse: 3.38885 valid_1's rmse: 3.67238 [483] valid_0's rmse: 3.38831 valid_1's rmse: 3.67216 [484] valid_0's rmse: 3.3879 valid_1's rmse: 3.6723 [485] valid_0's rmse: 3.38736 valid_1's rmse: 3.67206 [486] valid_0's rmse: 3.38686 valid_1's rmse: 3.67218 [487] valid_0's rmse: 3.38656 valid_1's rmse: 3.67223 [488] valid_0's rmse: 3.386 valid_1's rmse: 3.67215 [489] valid_0's rmse: 3.38566 valid_1's rmse: 3.67212 [490] valid_0's rmse: 3.38521 valid_1's rmse: 3.67207 [491] valid_0's rmse: 3.38456 valid_1's rmse: 3.672 [492] valid_0's rmse: 3.38412 valid_1's rmse: 3.67181 [493] valid_0's rmse: 3.3837 valid_1's rmse: 3.67191 [494] valid_0's rmse: 3.38335 valid_1's rmse: 3.67187 [495] valid_0's rmse: 3.38313 valid_1's rmse: 3.67197 [496] valid_0's rmse: 3.38261 valid_1's rmse: 3.67205 [497] valid_0's rmse: 3.38159 valid_1's rmse: 3.67137 [498] valid_0's rmse: 3.38127 valid_1's rmse: 3.67129 [499] valid_0's rmse: 3.38102 valid_1's rmse: 3.67126 [500] valid_0's rmse: 3.3806 valid_1's rmse: 3.67125 [501] valid_0's rmse: 3.37991 valid_1's rmse: 3.67097 [502] valid_0's rmse: 3.37934 valid_1's rmse: 3.6708 [503] valid_0's rmse: 3.37841 valid_1's rmse: 3.67018 [504] valid_0's rmse: 3.37774 valid_1's rmse: 3.66998 [505] valid_0's rmse: 3.37741 valid_1's rmse: 3.66996 [506] valid_0's rmse: 3.37694 valid_1's rmse: 3.66992 [507] valid_0's rmse: 3.37642 valid_1's rmse: 3.66982 [508] valid_0's rmse: 3.37594 valid_1's rmse: 3.66982 [509] valid_0's rmse: 3.37536 valid_1's rmse: 3.66973 [510] valid_0's rmse: 3.37457 valid_1's rmse: 3.66959 [511] valid_0's rmse: 3.3742 valid_1's rmse: 3.6695 [512] valid_0's rmse: 3.37389 valid_1's rmse: 3.66941 [513] valid_0's rmse: 3.37339 valid_1's rmse: 3.66943 [514] valid_0's rmse: 3.37253 valid_1's rmse: 3.66895 [515] valid_0's rmse: 3.37199 valid_1's rmse: 3.66903 [516] valid_0's rmse: 3.37139 valid_1's rmse: 3.6688 [517] valid_0's rmse: 3.37089 valid_1's rmse: 3.66868 [518] valid_0's rmse: 3.37036 valid_1's rmse: 3.66858 [519] valid_0's rmse: 3.3698 valid_1's rmse: 3.66845 [520] valid_0's rmse: 3.36924 valid_1's rmse: 3.66841 [521] valid_0's rmse: 3.36869 valid_1's rmse: 3.66831 [522] valid_0's rmse: 3.36785 valid_1's rmse: 3.66825 [523] valid_0's rmse: 3.36733 valid_1's rmse: 3.66838 [524] valid_0's rmse: 3.36687 valid_1's rmse: 3.66854 [525] valid_0's rmse: 3.36643 valid_1's rmse: 3.66829 [526] valid_0's rmse: 3.36608 valid_1's rmse: 3.66831 [527] valid_0's rmse: 3.36565 valid_1's rmse: 3.66832 [528] valid_0's rmse: 3.36526 valid_1's rmse: 3.66807 [529] valid_0's rmse: 3.36507 valid_1's rmse: 3.66805 [530] valid_0's rmse: 3.36454 valid_1's rmse: 3.66767 [531] valid_0's rmse: 3.36408 valid_1's rmse: 3.66755 [532] valid_0's rmse: 3.36374 valid_1's rmse: 3.66748 [533] valid_0's rmse: 3.36313 valid_1's rmse: 3.66707 [534] valid_0's rmse: 3.36277 valid_1's rmse: 3.66715 [535] valid_0's rmse: 3.36244 valid_1's rmse: 3.66699 [536] valid_0's rmse: 3.36203 valid_1's rmse: 3.66689 [537] valid_0's rmse: 3.36143 valid_1's rmse: 3.66675 [538] valid_0's rmse: 3.36116 valid_1's rmse: 3.66661 [539] valid_0's rmse: 3.36086 valid_1's rmse: 3.66651 [540] valid_0's rmse: 3.36035 valid_1's rmse: 3.66657 [541] valid_0's rmse: 3.35984 valid_1's rmse: 3.66666 [542] valid_0's rmse: 3.35939 valid_1's rmse: 3.66639 [543] valid_0's rmse: 3.35898 valid_1's rmse: 3.66636 [544] valid_0's rmse: 3.35857 valid_1's rmse: 3.6662 [545] valid_0's rmse: 3.35806 valid_1's rmse: 3.66634 [546] valid_0's rmse: 3.35769 valid_1's rmse: 3.66644 [547] valid_0's rmse: 3.35733 valid_1's rmse: 3.66631 [548] valid_0's rmse: 3.35688 valid_1's rmse: 3.6663 [549] valid_0's rmse: 3.35644 valid_1's rmse: 3.6659 [550] valid_0's rmse: 3.35605 valid_1's rmse: 3.66592 [551] valid_0's rmse: 3.35546 valid_1's rmse: 3.6658 [552] valid_0's rmse: 3.35482 valid_1's rmse: 3.66566 [553] valid_0's rmse: 3.35413 valid_1's rmse: 3.66532 [554] valid_0's rmse: 3.35367 valid_1's rmse: 3.66504 [555] valid_0's rmse: 3.35326 valid_1's rmse: 3.66523 [556] valid_0's rmse: 3.3529 valid_1's rmse: 3.66521 [557] valid_0's rmse: 3.35266 valid_1's rmse: 3.66511 [558] valid_0's rmse: 3.35222 valid_1's rmse: 3.66493 [559] valid_0's rmse: 3.35187 valid_1's rmse: 3.66474 [560] valid_0's rmse: 3.35156 valid_1's rmse: 3.66465 [561] valid_0's rmse: 3.35102 valid_1's rmse: 3.66476 [562] valid_0's rmse: 3.35035 valid_1's rmse: 3.66472 [563] valid_0's rmse: 3.34998 valid_1's rmse: 3.66471 [564] valid_0's rmse: 3.34957 valid_1's rmse: 3.66453 [565] valid_0's rmse: 3.34903 valid_1's rmse: 3.66459 [566] valid_0's rmse: 3.34848 valid_1's rmse: 3.66455 [567] valid_0's rmse: 3.3479 valid_1's rmse: 3.66445 [568] valid_0's rmse: 3.34741 valid_1's rmse: 3.66435 [569] valid_0's rmse: 3.34697 valid_1's rmse: 3.66463 [570] valid_0's rmse: 3.34647 valid_1's rmse: 3.66442 [571] valid_0's rmse: 3.34612 valid_1's rmse: 3.6644 [572] valid_0's rmse: 3.34574 valid_1's rmse: 3.66442 [573] valid_0's rmse: 3.34523 valid_1's rmse: 3.66458 [574] valid_0's rmse: 3.34483 valid_1's rmse: 3.66464 [575] valid_0's rmse: 3.34466 valid_1's rmse: 3.66466 [576] valid_0's rmse: 3.34442 valid_1's rmse: 3.66454 [577] valid_0's rmse: 3.34394 valid_1's rmse: 3.6644 [578] valid_0's rmse: 3.34355 valid_1's rmse: 3.66436 [579] valid_0's rmse: 3.34332 valid_1's rmse: 3.66432 [580] valid_0's rmse: 3.34291 valid_1's rmse: 3.66415 [581] valid_0's rmse: 3.34233 valid_1's rmse: 3.66383 [582] valid_0's rmse: 3.34188 valid_1's rmse: 3.66385 [583] valid_0's rmse: 3.34145 valid_1's rmse: 3.66362 [584] valid_0's rmse: 3.34109 valid_1's rmse: 3.66335 [585] valid_0's rmse: 3.34077 valid_1's rmse: 3.66326 [586] valid_0's rmse: 3.34034 valid_1's rmse: 3.6632 [587] valid_0's rmse: 3.33985 valid_1's rmse: 3.66313 [588] valid_0's rmse: 3.33943 valid_1's rmse: 3.66298 [589] valid_0's rmse: 3.33918 valid_1's rmse: 3.66283 [590] valid_0's rmse: 3.33867 valid_1's rmse: 3.6627 [591] valid_0's rmse: 3.33826 valid_1's rmse: 3.66277 [592] valid_0's rmse: 3.33743 valid_1's rmse: 3.66249 [593] valid_0's rmse: 3.33709 valid_1's rmse: 3.66238 [594] valid_0's rmse: 3.33664 valid_1's rmse: 3.66235 [595] valid_0's rmse: 3.3365 valid_1's rmse: 3.66234 [596] valid_0's rmse: 3.33608 valid_1's rmse: 3.66219 [597] valid_0's rmse: 3.33569 valid_1's rmse: 3.66218 [598] valid_0's rmse: 3.33529 valid_1's rmse: 3.66196 [599] valid_0's rmse: 3.33487 valid_1's rmse: 3.66198 [600] valid_0's rmse: 3.33441 valid_1's rmse: 3.66178 [601] valid_0's rmse: 3.33389 valid_1's rmse: 3.66184 [602] valid_0's rmse: 3.3334 valid_1's rmse: 3.66198 [603] valid_0's rmse: 3.33302 valid_1's rmse: 3.66217 [604] valid_0's rmse: 3.33263 valid_1's rmse: 3.66229 [605] valid_0's rmse: 3.33229 valid_1's rmse: 3.66235 [606] valid_0's rmse: 3.33176 valid_1's rmse: 3.66214 [607] valid_0's rmse: 3.33137 valid_1's rmse: 3.66212 [608] valid_0's rmse: 3.33108 valid_1's rmse: 3.66206 [609] valid_0's rmse: 3.33076 valid_1's rmse: 3.66197 [610] valid_0's rmse: 3.3302 valid_1's rmse: 3.66185 [611] valid_0's rmse: 3.32986 valid_1's rmse: 3.66181 [612] valid_0's rmse: 3.32945 valid_1's rmse: 3.66169 [613] valid_0's rmse: 3.32897 valid_1's rmse: 3.66156 [614] valid_0's rmse: 3.32857 valid_1's rmse: 3.66154 [615] valid_0's rmse: 3.32814 valid_1's rmse: 3.66159 [616] valid_0's rmse: 3.32777 valid_1's rmse: 3.66162 [617] valid_0's rmse: 3.32741 valid_1's rmse: 3.66156 [618] valid_0's rmse: 3.32688 valid_1's rmse: 3.66125 [619] valid_0's rmse: 3.32662 valid_1's rmse: 3.66135 [620] valid_0's rmse: 3.32629 valid_1's rmse: 3.66133 [621] valid_0's rmse: 3.32581 valid_1's rmse: 3.6611 [622] valid_0's rmse: 3.32538 valid_1's rmse: 3.66091 [623] valid_0's rmse: 3.32499 valid_1's rmse: 3.66104 [624] valid_0's rmse: 3.32454 valid_1's rmse: 3.66083 [625] valid_0's rmse: 3.32395 valid_1's rmse: 3.66037 [626] valid_0's rmse: 3.32359 valid_1's rmse: 3.66035 [627] valid_0's rmse: 3.32322 valid_1's rmse: 3.66032 [628] valid_0's rmse: 3.32257 valid_1's rmse: 3.66007 [629] valid_0's rmse: 3.32225 valid_1's rmse: 3.66003 [630] valid_0's rmse: 3.32201 valid_1's rmse: 3.65999 [631] valid_0's rmse: 3.32143 valid_1's rmse: 3.66014 [632] valid_0's rmse: 3.32099 valid_1's rmse: 3.66016 [633] valid_0's rmse: 3.32013 valid_1's rmse: 3.65996 [634] valid_0's rmse: 3.31986 valid_1's rmse: 3.65988 [635] valid_0's rmse: 3.31956 valid_1's rmse: 3.65979 [636] valid_0's rmse: 3.31913 valid_1's rmse: 3.65952 [637] valid_0's rmse: 3.31868 valid_1's rmse: 3.65943 [638] valid_0's rmse: 3.3179 valid_1's rmse: 3.65894 [639] valid_0's rmse: 3.31741 valid_1's rmse: 3.65896 [640] valid_0's rmse: 3.31701 valid_1's rmse: 3.65893 [641] valid_0's rmse: 3.31655 valid_1's rmse: 3.65909 [642] valid_0's rmse: 3.3162 valid_1's rmse: 3.65924 [643] valid_0's rmse: 3.31591 valid_1's rmse: 3.65929 [644] valid_0's rmse: 3.31544 valid_1's rmse: 3.6591 [645] valid_0's rmse: 3.31513 valid_1's rmse: 3.65925 [646] valid_0's rmse: 3.3145 valid_1's rmse: 3.65883 [647] valid_0's rmse: 3.314 valid_1's rmse: 3.65884 [648] valid_0's rmse: 3.31364 valid_1's rmse: 3.65858 [649] valid_0's rmse: 3.31309 valid_1's rmse: 3.65837 [650] valid_0's rmse: 3.31292 valid_1's rmse: 3.65829 [651] valid_0's rmse: 3.31262 valid_1's rmse: 3.65842 [652] valid_0's rmse: 3.31238 valid_1's rmse: 3.65844 [653] valid_0's rmse: 3.31211 valid_1's rmse: 3.65838 [654] valid_0's rmse: 3.3117 valid_1's rmse: 3.6582 [655] valid_0's rmse: 3.31126 valid_1's rmse: 3.6582 [656] valid_0's rmse: 3.31093 valid_1's rmse: 3.65807 [657] valid_0's rmse: 3.31079 valid_1's rmse: 3.65805 [658] valid_0's rmse: 3.31041 valid_1's rmse: 3.65797 [659] valid_0's rmse: 3.30992 valid_1's rmse: 3.6578 [660] valid_0's rmse: 3.30963 valid_1's rmse: 3.65788 [661] valid_0's rmse: 3.30914 valid_1's rmse: 3.65823 [662] valid_0's rmse: 3.30884 valid_1's rmse: 3.65824 [663] valid_0's rmse: 3.30821 valid_1's rmse: 3.65825 [664] valid_0's rmse: 3.30767 valid_1's rmse: 3.65836 [665] valid_0's rmse: 3.30735 valid_1's rmse: 3.65833 [666] valid_0's rmse: 3.30684 valid_1's rmse: 3.65836 [667] valid_0's rmse: 3.30625 valid_1's rmse: 3.65827 [668] valid_0's rmse: 3.30591 valid_1's rmse: 3.65829 [669] valid_0's rmse: 3.30561 valid_1's rmse: 3.65834 [670] valid_0's rmse: 3.30516 valid_1's rmse: 3.65814 [671] valid_0's rmse: 3.30487 valid_1's rmse: 3.6581 [672] valid_0's rmse: 3.30461 valid_1's rmse: 3.65801 [673] valid_0's rmse: 3.30422 valid_1's rmse: 3.65814 [674] valid_0's rmse: 3.3039 valid_1's rmse: 3.65816 [675] valid_0's rmse: 3.30361 valid_1's rmse: 3.65813 [676] valid_0's rmse: 3.30324 valid_1's rmse: 3.65805 [677] valid_0's rmse: 3.30296 valid_1's rmse: 3.658 [678] valid_0's rmse: 3.30245 valid_1's rmse: 3.65769 [679] valid_0's rmse: 3.30199 valid_1's rmse: 3.6577 [680] valid_0's rmse: 3.3016 valid_1's rmse: 3.6575 [681] valid_0's rmse: 3.30109 valid_1's rmse: 3.65725 [682] valid_0's rmse: 3.30075 valid_1's rmse: 3.65725 [683] valid_0's rmse: 3.3004 valid_1's rmse: 3.65712 [684] valid_0's rmse: 3.30012 valid_1's rmse: 3.65711 [685] valid_0's rmse: 3.29966 valid_1's rmse: 3.6577 [686] valid_0's rmse: 3.29934 valid_1's rmse: 3.65779 [687] valid_0's rmse: 3.29909 valid_1's rmse: 3.65793 [688] valid_0's rmse: 3.29873 valid_1's rmse: 3.65793 [689] valid_0's rmse: 3.29826 valid_1's rmse: 3.65813 [690] valid_0's rmse: 3.29794 valid_1's rmse: 3.65797 [691] valid_0's rmse: 3.29749 valid_1's rmse: 3.658 [692] valid_0's rmse: 3.29723 valid_1's rmse: 3.6581 [693] valid_0's rmse: 3.29674 valid_1's rmse: 3.65802 [694] valid_0's rmse: 3.29653 valid_1's rmse: 3.65817 [695] valid_0's rmse: 3.29637 valid_1's rmse: 3.65814 [696] valid_0's rmse: 3.29607 valid_1's rmse: 3.65802 [697] valid_0's rmse: 3.2957 valid_1's rmse: 3.65795 [698] valid_0's rmse: 3.2952 valid_1's rmse: 3.65772 [699] valid_0's rmse: 3.29489 valid_1's rmse: 3.65763 [700] valid_0's rmse: 3.29462 valid_1's rmse: 3.65749 [701] valid_0's rmse: 3.29429 valid_1's rmse: 3.6575 [702] valid_0's rmse: 3.29382 valid_1's rmse: 3.65734 [703] valid_0's rmse: 3.29333 valid_1's rmse: 3.65724 [704] valid_0's rmse: 3.29302 valid_1's rmse: 3.65724 Early stopping, best iteration is: [684] valid_0's rmse: 3.30012 valid_1's rmse: 3.65711 SCORE: 3.6571055911475114 [1] valid_0's rmse: 8.96374 valid_1's rmse: 8.92309 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37604 valid_1's rmse: 8.33717 [3] valid_0's rmse: 7.84836 valid_1's rmse: 7.81049 [4] valid_0's rmse: 7.39364 valid_1's rmse: 7.35743 [5] valid_0's rmse: 7.00195 valid_1's rmse: 6.96679 [6] valid_0's rmse: 6.65638 valid_1's rmse: 6.62327 [7] valid_0's rmse: 6.37016 valid_1's rmse: 6.33875 [8] valid_0's rmse: 6.10895 valid_1's rmse: 6.07753 [9] valid_0's rmse: 5.88154 valid_1's rmse: 5.85005 [10] valid_0's rmse: 5.67718 valid_1's rmse: 5.64668 [11] valid_0's rmse: 5.50231 valid_1's rmse: 5.47234 [12] valid_0's rmse: 5.35302 valid_1's rmse: 5.32395 [13] valid_0's rmse: 5.22248 valid_1's rmse: 5.19429 [14] valid_0's rmse: 5.10784 valid_1's rmse: 5.08082 [15] valid_0's rmse: 5.00235 valid_1's rmse: 4.97633 [16] valid_0's rmse: 4.89681 valid_1's rmse: 4.87151 [17] valid_0's rmse: 4.81891 valid_1's rmse: 4.79455 [18] valid_0's rmse: 4.73561 valid_1's rmse: 4.71261 [19] valid_0's rmse: 4.67827 valid_1's rmse: 4.65637 [20] valid_0's rmse: 4.61868 valid_1's rmse: 4.59681 [21] valid_0's rmse: 4.57089 valid_1's rmse: 4.54992 [22] valid_0's rmse: 4.53043 valid_1's rmse: 4.51076 [23] valid_0's rmse: 4.49073 valid_1's rmse: 4.47192 [24] valid_0's rmse: 4.45913 valid_1's rmse: 4.44173 [25] valid_0's rmse: 4.42419 valid_1's rmse: 4.40735 [26] valid_0's rmse: 4.38559 valid_1's rmse: 4.36939 [27] valid_0's rmse: 4.34942 valid_1's rmse: 4.33315 [28] valid_0's rmse: 4.31927 valid_1's rmse: 4.30362 [29] valid_0's rmse: 4.29115 valid_1's rmse: 4.27616 [30] valid_0's rmse: 4.26967 valid_1's rmse: 4.25477 [31] valid_0's rmse: 4.24527 valid_1's rmse: 4.23174 [32] valid_0's rmse: 4.22192 valid_1's rmse: 4.20862 [33] valid_0's rmse: 4.2117 valid_1's rmse: 4.1996 [34] valid_0's rmse: 4.18815 valid_1's rmse: 4.17677 [35] valid_0's rmse: 4.16939 valid_1's rmse: 4.15876 [36] valid_0's rmse: 4.16292 valid_1's rmse: 4.15344 [37] valid_0's rmse: 4.15303 valid_1's rmse: 4.14393 [38] valid_0's rmse: 4.13521 valid_1's rmse: 4.12737 [39] valid_0's rmse: 4.1277 valid_1's rmse: 4.12119 [40] valid_0's rmse: 4.12017 valid_1's rmse: 4.11431 [41] valid_0's rmse: 4.11319 valid_1's rmse: 4.10916 [42] valid_0's rmse: 4.10067 valid_1's rmse: 4.09706 [43] valid_0's rmse: 4.09104 valid_1's rmse: 4.08883 [44] valid_0's rmse: 4.08413 valid_1's rmse: 4.0828 [45] valid_0's rmse: 4.07268 valid_1's rmse: 4.07344 [46] valid_0's rmse: 4.06791 valid_1's rmse: 4.06891 [47] valid_0's rmse: 4.05935 valid_1's rmse: 4.06143 [48] valid_0's rmse: 4.04709 valid_1's rmse: 4.04964 [49] valid_0's rmse: 4.04405 valid_1's rmse: 4.04798 [50] valid_0's rmse: 4.03283 valid_1's rmse: 4.03687 [51] valid_0's rmse: 4.02697 valid_1's rmse: 4.03241 [52] valid_0's rmse: 4.02053 valid_1's rmse: 4.02652 [53] valid_0's rmse: 4.01029 valid_1's rmse: 4.01757 [54] valid_0's rmse: 3.99953 valid_1's rmse: 4.00708 [55] valid_0's rmse: 3.99482 valid_1's rmse: 4.00286 [56] valid_0's rmse: 3.98424 valid_1's rmse: 3.99298 [57] valid_0's rmse: 3.97889 valid_1's rmse: 3.98859 [58] valid_0's rmse: 3.97496 valid_1's rmse: 3.98514 [59] valid_0's rmse: 3.96768 valid_1's rmse: 3.97821 [60] valid_0's rmse: 3.96336 valid_1's rmse: 3.97466 [61] valid_0's rmse: 3.95796 valid_1's rmse: 3.97156 [62] valid_0's rmse: 3.95374 valid_1's rmse: 3.96842 [63] valid_0's rmse: 3.94876 valid_1's rmse: 3.96374 [64] valid_0's rmse: 3.94432 valid_1's rmse: 3.96147 [65] valid_0's rmse: 3.93994 valid_1's rmse: 3.95854 [66] valid_0's rmse: 3.93593 valid_1's rmse: 3.95576 [67] valid_0's rmse: 3.92983 valid_1's rmse: 3.95017 [68] valid_0's rmse: 3.92652 valid_1's rmse: 3.9487 [69] valid_0's rmse: 3.9184 valid_1's rmse: 3.94095 [70] valid_0's rmse: 3.91572 valid_1's rmse: 3.93933 [71] valid_0's rmse: 3.91191 valid_1's rmse: 3.93601 [72] valid_0's rmse: 3.90794 valid_1's rmse: 3.93354 [73] valid_0's rmse: 3.90386 valid_1's rmse: 3.93022 [74] valid_0's rmse: 3.89908 valid_1's rmse: 3.92698 [75] valid_0's rmse: 3.89195 valid_1's rmse: 3.9204 [76] valid_0's rmse: 3.88742 valid_1's rmse: 3.91662 [77] valid_0's rmse: 3.88437 valid_1's rmse: 3.91496 [78] valid_0's rmse: 3.87743 valid_1's rmse: 3.90852 [79] valid_0's rmse: 3.87283 valid_1's rmse: 3.90424 [80] valid_0's rmse: 3.86975 valid_1's rmse: 3.90176 [81] valid_0's rmse: 3.86317 valid_1's rmse: 3.89566 [82] valid_0's rmse: 3.85916 valid_1's rmse: 3.89271 [83] valid_0's rmse: 3.85619 valid_1's rmse: 3.8912 [84] valid_0's rmse: 3.85314 valid_1's rmse: 3.88905 [85] valid_0's rmse: 3.84886 valid_1's rmse: 3.88491 [86] valid_0's rmse: 3.84671 valid_1's rmse: 3.88402 [87] valid_0's rmse: 3.84435 valid_1's rmse: 3.88203 [88] valid_0's rmse: 3.84118 valid_1's rmse: 3.87915 [89] valid_0's rmse: 3.8371 valid_1's rmse: 3.87579 [90] valid_0's rmse: 3.83562 valid_1's rmse: 3.87514 [91] valid_0's rmse: 3.83262 valid_1's rmse: 3.87455 [92] valid_0's rmse: 3.83013 valid_1's rmse: 3.87238 [93] valid_0's rmse: 3.82792 valid_1's rmse: 3.87074 [94] valid_0's rmse: 3.82296 valid_1's rmse: 3.86612 [95] valid_0's rmse: 3.8205 valid_1's rmse: 3.86471 [96] valid_0's rmse: 3.81647 valid_1's rmse: 3.86131 [97] valid_0's rmse: 3.8134 valid_1's rmse: 3.85867 [98] valid_0's rmse: 3.80986 valid_1's rmse: 3.85592 [99] valid_0's rmse: 3.80681 valid_1's rmse: 3.85305 [100] valid_0's rmse: 3.80476 valid_1's rmse: 3.85188 [101] valid_0's rmse: 3.80269 valid_1's rmse: 3.85083 [102] valid_0's rmse: 3.80039 valid_1's rmse: 3.8499 [103] valid_0's rmse: 3.79818 valid_1's rmse: 3.84787 [104] valid_0's rmse: 3.79532 valid_1's rmse: 3.84576 [105] valid_0's rmse: 3.79266 valid_1's rmse: 3.84536 [106] valid_0's rmse: 3.79042 valid_1's rmse: 3.84383 [107] valid_0's rmse: 3.78718 valid_1's rmse: 3.84121 [108] valid_0's rmse: 3.7849 valid_1's rmse: 3.8395 [109] valid_0's rmse: 3.78286 valid_1's rmse: 3.83843 [110] valid_0's rmse: 3.78052 valid_1's rmse: 3.83672 [111] valid_0's rmse: 3.77744 valid_1's rmse: 3.83412 [112] valid_0's rmse: 3.77287 valid_1's rmse: 3.82965 [113] valid_0's rmse: 3.77133 valid_1's rmse: 3.82928 [114] valid_0's rmse: 3.76963 valid_1's rmse: 3.82789 [115] valid_0's rmse: 3.76753 valid_1's rmse: 3.82652 [116] valid_0's rmse: 3.76404 valid_1's rmse: 3.82329 [117] valid_0's rmse: 3.76135 valid_1's rmse: 3.82136 [118] valid_0's rmse: 3.75931 valid_1's rmse: 3.821 [119] valid_0's rmse: 3.75604 valid_1's rmse: 3.8178 [120] valid_0's rmse: 3.75414 valid_1's rmse: 3.81645 [121] valid_0's rmse: 3.75213 valid_1's rmse: 3.8153 [122] valid_0's rmse: 3.75102 valid_1's rmse: 3.81455 [123] valid_0's rmse: 3.7499 valid_1's rmse: 3.81433 [124] valid_0's rmse: 3.74795 valid_1's rmse: 3.81317 [125] valid_0's rmse: 3.74627 valid_1's rmse: 3.8123 [126] valid_0's rmse: 3.74353 valid_1's rmse: 3.81002 [127] valid_0's rmse: 3.74128 valid_1's rmse: 3.80833 [128] valid_0's rmse: 3.73955 valid_1's rmse: 3.80697 [129] valid_0's rmse: 3.73812 valid_1's rmse: 3.80625 [130] valid_0's rmse: 3.73639 valid_1's rmse: 3.80552 [131] valid_0's rmse: 3.73388 valid_1's rmse: 3.80387 [132] valid_0's rmse: 3.73251 valid_1's rmse: 3.8035 [133] valid_0's rmse: 3.7314 valid_1's rmse: 3.80304 [134] valid_0's rmse: 3.72843 valid_1's rmse: 3.80045 [135] valid_0's rmse: 3.72681 valid_1's rmse: 3.79967 [136] valid_0's rmse: 3.72424 valid_1's rmse: 3.79763 [137] valid_0's rmse: 3.72305 valid_1's rmse: 3.7972 [138] valid_0's rmse: 3.72086 valid_1's rmse: 3.7954 [139] valid_0's rmse: 3.71861 valid_1's rmse: 3.79386 [140] valid_0's rmse: 3.71733 valid_1's rmse: 3.79348 [141] valid_0's rmse: 3.716 valid_1's rmse: 3.79285 [142] valid_0's rmse: 3.71384 valid_1's rmse: 3.79241 [143] valid_0's rmse: 3.71175 valid_1's rmse: 3.79141 [144] valid_0's rmse: 3.70973 valid_1's rmse: 3.78979 [145] valid_0's rmse: 3.70706 valid_1's rmse: 3.78753 [146] valid_0's rmse: 3.70473 valid_1's rmse: 3.78557 [147] valid_0's rmse: 3.70313 valid_1's rmse: 3.78444 [148] valid_0's rmse: 3.70114 valid_1's rmse: 3.78317 [149] valid_0's rmse: 3.6992 valid_1's rmse: 3.78178 [150] valid_0's rmse: 3.6983 valid_1's rmse: 3.78145 [151] valid_0's rmse: 3.69635 valid_1's rmse: 3.78017 [152] valid_0's rmse: 3.69478 valid_1's rmse: 3.77938 [153] valid_0's rmse: 3.69324 valid_1's rmse: 3.77892 [154] valid_0's rmse: 3.69201 valid_1's rmse: 3.77862 [155] valid_0's rmse: 3.69011 valid_1's rmse: 3.77793 [156] valid_0's rmse: 3.68775 valid_1's rmse: 3.77609 [157] valid_0's rmse: 3.68656 valid_1's rmse: 3.77506 [158] valid_0's rmse: 3.6853 valid_1's rmse: 3.77468 [159] valid_0's rmse: 3.68409 valid_1's rmse: 3.77406 [160] valid_0's rmse: 3.68202 valid_1's rmse: 3.77436 [161] valid_0's rmse: 3.6806 valid_1's rmse: 3.77352 [162] valid_0's rmse: 3.67876 valid_1's rmse: 3.77182 [163] valid_0's rmse: 3.67693 valid_1's rmse: 3.77019 [164] valid_0's rmse: 3.6755 valid_1's rmse: 3.76943 [165] valid_0's rmse: 3.67422 valid_1's rmse: 3.76874 [166] valid_0's rmse: 3.67322 valid_1's rmse: 3.76847 [167] valid_0's rmse: 3.67158 valid_1's rmse: 3.76766 [168] valid_0's rmse: 3.67057 valid_1's rmse: 3.76745 [169] valid_0's rmse: 3.66919 valid_1's rmse: 3.76755 [170] valid_0's rmse: 3.66792 valid_1's rmse: 3.76725 [171] valid_0's rmse: 3.66693 valid_1's rmse: 3.76698 [172] valid_0's rmse: 3.66448 valid_1's rmse: 3.76481 [173] valid_0's rmse: 3.66345 valid_1's rmse: 3.76445 [174] valid_0's rmse: 3.66135 valid_1's rmse: 3.76273 [175] valid_0's rmse: 3.65925 valid_1's rmse: 3.76256 [176] valid_0's rmse: 3.65845 valid_1's rmse: 3.76234 [177] valid_0's rmse: 3.65676 valid_1's rmse: 3.76123 [178] valid_0's rmse: 3.65582 valid_1's rmse: 3.7605 [179] valid_0's rmse: 3.65499 valid_1's rmse: 3.76011 [180] valid_0's rmse: 3.65356 valid_1's rmse: 3.75943 [181] valid_0's rmse: 3.65152 valid_1's rmse: 3.75804 [182] valid_0's rmse: 3.64921 valid_1's rmse: 3.75602 [183] valid_0's rmse: 3.64827 valid_1's rmse: 3.75546 [184] valid_0's rmse: 3.64709 valid_1's rmse: 3.75498 [185] valid_0's rmse: 3.64627 valid_1's rmse: 3.75493 [186] valid_0's rmse: 3.6445 valid_1's rmse: 3.75387 [187] valid_0's rmse: 3.64334 valid_1's rmse: 3.75306 [188] valid_0's rmse: 3.64269 valid_1's rmse: 3.75279 [189] valid_0's rmse: 3.64091 valid_1's rmse: 3.75154 [190] valid_0's rmse: 3.63998 valid_1's rmse: 3.75132 [191] valid_0's rmse: 3.63837 valid_1's rmse: 3.75019 [192] valid_0's rmse: 3.63725 valid_1's rmse: 3.75003 [193] valid_0's rmse: 3.63554 valid_1's rmse: 3.74873 [194] valid_0's rmse: 3.63382 valid_1's rmse: 3.74757 [195] valid_0's rmse: 3.63237 valid_1's rmse: 3.7472 [196] valid_0's rmse: 3.63131 valid_1's rmse: 3.74656 [197] valid_0's rmse: 3.63027 valid_1's rmse: 3.7459 [198] valid_0's rmse: 3.62916 valid_1's rmse: 3.74578 [199] valid_0's rmse: 3.62827 valid_1's rmse: 3.74541 [200] valid_0's rmse: 3.62732 valid_1's rmse: 3.74501 [201] valid_0's rmse: 3.6263 valid_1's rmse: 3.74419 [202] valid_0's rmse: 3.62511 valid_1's rmse: 3.74342 [203] valid_0's rmse: 3.62377 valid_1's rmse: 3.74257 [204] valid_0's rmse: 3.62264 valid_1's rmse: 3.74183 [205] valid_0's rmse: 3.62174 valid_1's rmse: 3.74125 [206] valid_0's rmse: 3.62121 valid_1's rmse: 3.74137 [207] valid_0's rmse: 3.62033 valid_1's rmse: 3.74094 [208] valid_0's rmse: 3.61931 valid_1's rmse: 3.74093 [209] valid_0's rmse: 3.61857 valid_1's rmse: 3.74093 [210] valid_0's rmse: 3.61742 valid_1's rmse: 3.74035 [211] valid_0's rmse: 3.61656 valid_1's rmse: 3.73985 [212] valid_0's rmse: 3.61568 valid_1's rmse: 3.73949 [213] valid_0's rmse: 3.61512 valid_1's rmse: 3.73928 [214] valid_0's rmse: 3.61443 valid_1's rmse: 3.73941 [215] valid_0's rmse: 3.61365 valid_1's rmse: 3.73892 [216] valid_0's rmse: 3.61309 valid_1's rmse: 3.73869 [217] valid_0's rmse: 3.6118 valid_1's rmse: 3.73796 [218] valid_0's rmse: 3.61113 valid_1's rmse: 3.73754 [219] valid_0's rmse: 3.60998 valid_1's rmse: 3.73662 [220] valid_0's rmse: 3.60858 valid_1's rmse: 3.73674 [221] valid_0's rmse: 3.60767 valid_1's rmse: 3.73621 [222] valid_0's rmse: 3.60674 valid_1's rmse: 3.73592 [223] valid_0's rmse: 3.60535 valid_1's rmse: 3.73511 [224] valid_0's rmse: 3.60413 valid_1's rmse: 3.73424 [225] valid_0's rmse: 3.60274 valid_1's rmse: 3.73336 [226] valid_0's rmse: 3.60161 valid_1's rmse: 3.73298 [227] valid_0's rmse: 3.6006 valid_1's rmse: 3.73217 [228] valid_0's rmse: 3.59948 valid_1's rmse: 3.73179 [229] valid_0's rmse: 3.59866 valid_1's rmse: 3.7313 [230] valid_0's rmse: 3.5974 valid_1's rmse: 3.73125 [231] valid_0's rmse: 3.59663 valid_1's rmse: 3.73105 [232] valid_0's rmse: 3.59557 valid_1's rmse: 3.73051 [233] valid_0's rmse: 3.59472 valid_1's rmse: 3.7302 [234] valid_0's rmse: 3.59387 valid_1's rmse: 3.7297 [235] valid_0's rmse: 3.59348 valid_1's rmse: 3.72962 [236] valid_0's rmse: 3.59248 valid_1's rmse: 3.72922 [237] valid_0's rmse: 3.59134 valid_1's rmse: 3.7289 [238] valid_0's rmse: 3.59067 valid_1's rmse: 3.72853 [239] valid_0's rmse: 3.5893 valid_1's rmse: 3.72805 [240] valid_0's rmse: 3.58859 valid_1's rmse: 3.72785 [241] valid_0's rmse: 3.58781 valid_1's rmse: 3.7275 [242] valid_0's rmse: 3.58699 valid_1's rmse: 3.72707 [243] valid_0's rmse: 3.58629 valid_1's rmse: 3.7269 [244] valid_0's rmse: 3.58546 valid_1's rmse: 3.72634 [245] valid_0's rmse: 3.58473 valid_1's rmse: 3.72567 [246] valid_0's rmse: 3.58359 valid_1's rmse: 3.7251 [247] valid_0's rmse: 3.58288 valid_1's rmse: 3.7251 [248] valid_0's rmse: 3.58188 valid_1's rmse: 3.72542 [249] valid_0's rmse: 3.58077 valid_1's rmse: 3.7257 [250] valid_0's rmse: 3.58023 valid_1's rmse: 3.72549 [251] valid_0's rmse: 3.5793 valid_1's rmse: 3.72547 [252] valid_0's rmse: 3.5785 valid_1's rmse: 3.72519 [253] valid_0's rmse: 3.57793 valid_1's rmse: 3.72487 [254] valid_0's rmse: 3.57687 valid_1's rmse: 3.72427 [255] valid_0's rmse: 3.57611 valid_1's rmse: 3.72383 [256] valid_0's rmse: 3.57488 valid_1's rmse: 3.72282 [257] valid_0's rmse: 3.57445 valid_1's rmse: 3.7226 [258] valid_0's rmse: 3.57357 valid_1's rmse: 3.72199 [259] valid_0's rmse: 3.57291 valid_1's rmse: 3.72158 [260] valid_0's rmse: 3.57201 valid_1's rmse: 3.72094 [261] valid_0's rmse: 3.57108 valid_1's rmse: 3.72031 [262] valid_0's rmse: 3.5701 valid_1's rmse: 3.72027 [263] valid_0's rmse: 3.56951 valid_1's rmse: 3.71986 [264] valid_0's rmse: 3.56865 valid_1's rmse: 3.71982 [265] valid_0's rmse: 3.56758 valid_1's rmse: 3.71918 [266] valid_0's rmse: 3.56644 valid_1's rmse: 3.71884 [267] valid_0's rmse: 3.56573 valid_1's rmse: 3.71863 [268] valid_0's rmse: 3.56474 valid_1's rmse: 3.71871 [269] valid_0's rmse: 3.56394 valid_1's rmse: 3.71863 [270] valid_0's rmse: 3.56325 valid_1's rmse: 3.71815 [271] valid_0's rmse: 3.56236 valid_1's rmse: 3.71767 [272] valid_0's rmse: 3.56132 valid_1's rmse: 3.71733 [273] valid_0's rmse: 3.56065 valid_1's rmse: 3.71713 [274] valid_0's rmse: 3.55958 valid_1's rmse: 3.71624 [275] valid_0's rmse: 3.55888 valid_1's rmse: 3.71587 [276] valid_0's rmse: 3.55813 valid_1's rmse: 3.71591 [277] valid_0's rmse: 3.55703 valid_1's rmse: 3.7152 [278] valid_0's rmse: 3.55651 valid_1's rmse: 3.71478 [279] valid_0's rmse: 3.5559 valid_1's rmse: 3.71462 [280] valid_0's rmse: 3.55498 valid_1's rmse: 3.71409 [281] valid_0's rmse: 3.55389 valid_1's rmse: 3.71401 [282] valid_0's rmse: 3.55338 valid_1's rmse: 3.71376 [283] valid_0's rmse: 3.55269 valid_1's rmse: 3.71367 [284] valid_0's rmse: 3.5513 valid_1's rmse: 3.71289 [285] valid_0's rmse: 3.55058 valid_1's rmse: 3.71278 [286] valid_0's rmse: 3.54993 valid_1's rmse: 3.71224 [287] valid_0's rmse: 3.54884 valid_1's rmse: 3.71181 [288] valid_0's rmse: 3.5479 valid_1's rmse: 3.71192 [289] valid_0's rmse: 3.54709 valid_1's rmse: 3.71148 [290] valid_0's rmse: 3.54618 valid_1's rmse: 3.7109 [291] valid_0's rmse: 3.5456 valid_1's rmse: 3.71092 [292] valid_0's rmse: 3.54496 valid_1's rmse: 3.71086 [293] valid_0's rmse: 3.5442 valid_1's rmse: 3.71029 [294] valid_0's rmse: 3.54357 valid_1's rmse: 3.71007 [295] valid_0's rmse: 3.54302 valid_1's rmse: 3.70971 [296] valid_0's rmse: 3.54237 valid_1's rmse: 3.70951 [297] valid_0's rmse: 3.54182 valid_1's rmse: 3.70935 [298] valid_0's rmse: 3.54128 valid_1's rmse: 3.70906 [299] valid_0's rmse: 3.54047 valid_1's rmse: 3.70869 [300] valid_0's rmse: 3.53992 valid_1's rmse: 3.70844 [301] valid_0's rmse: 3.53927 valid_1's rmse: 3.70825 [302] valid_0's rmse: 3.53887 valid_1's rmse: 3.70819 [303] valid_0's rmse: 3.53829 valid_1's rmse: 3.70791 [304] valid_0's rmse: 3.53754 valid_1's rmse: 3.7074 [305] valid_0's rmse: 3.53685 valid_1's rmse: 3.70727 [306] valid_0's rmse: 3.53635 valid_1's rmse: 3.70698 [307] valid_0's rmse: 3.53565 valid_1's rmse: 3.70688 [308] valid_0's rmse: 3.53491 valid_1's rmse: 3.70675 [309] valid_0's rmse: 3.53391 valid_1's rmse: 3.70605 [310] valid_0's rmse: 3.5333 valid_1's rmse: 3.70566 [311] valid_0's rmse: 3.53242 valid_1's rmse: 3.70511 [312] valid_0's rmse: 3.53184 valid_1's rmse: 3.70487 [313] valid_0's rmse: 3.53117 valid_1's rmse: 3.70461 [314] valid_0's rmse: 3.53067 valid_1's rmse: 3.70454 [315] valid_0's rmse: 3.52983 valid_1's rmse: 3.70413 [316] valid_0's rmse: 3.52938 valid_1's rmse: 3.70419 [317] valid_0's rmse: 3.52785 valid_1's rmse: 3.7033 [318] valid_0's rmse: 3.52744 valid_1's rmse: 3.70343 [319] valid_0's rmse: 3.52652 valid_1's rmse: 3.70334 [320] valid_0's rmse: 3.52602 valid_1's rmse: 3.70319 [321] valid_0's rmse: 3.52486 valid_1's rmse: 3.70268 [322] valid_0's rmse: 3.52447 valid_1's rmse: 3.70245 [323] valid_0's rmse: 3.52391 valid_1's rmse: 3.70233 [324] valid_0's rmse: 3.52319 valid_1's rmse: 3.70224 [325] valid_0's rmse: 3.52286 valid_1's rmse: 3.70211 [326] valid_0's rmse: 3.52248 valid_1's rmse: 3.70208 [327] valid_0's rmse: 3.52176 valid_1's rmse: 3.70167 [328] valid_0's rmse: 3.52071 valid_1's rmse: 3.70196 [329] valid_0's rmse: 3.52023 valid_1's rmse: 3.70193 [330] valid_0's rmse: 3.51979 valid_1's rmse: 3.70179 [331] valid_0's rmse: 3.51874 valid_1's rmse: 3.70092 [332] valid_0's rmse: 3.51835 valid_1's rmse: 3.70091 [333] valid_0's rmse: 3.517 valid_1's rmse: 3.70034 [334] valid_0's rmse: 3.51628 valid_1's rmse: 3.69968 [335] valid_0's rmse: 3.5157 valid_1's rmse: 3.69948 [336] valid_0's rmse: 3.51467 valid_1's rmse: 3.69908 [337] valid_0's rmse: 3.51403 valid_1's rmse: 3.69894 [338] valid_0's rmse: 3.51338 valid_1's rmse: 3.6988 [339] valid_0's rmse: 3.51286 valid_1's rmse: 3.69888 [340] valid_0's rmse: 3.51222 valid_1's rmse: 3.69879 [341] valid_0's rmse: 3.51168 valid_1's rmse: 3.69862 [342] valid_0's rmse: 3.51115 valid_1's rmse: 3.69819 [343] valid_0's rmse: 3.5106 valid_1's rmse: 3.69795 [344] valid_0's rmse: 3.50991 valid_1's rmse: 3.69751 [345] valid_0's rmse: 3.50923 valid_1's rmse: 3.6971 [346] valid_0's rmse: 3.50892 valid_1's rmse: 3.69705 [347] valid_0's rmse: 3.50853 valid_1's rmse: 3.69696 [348] valid_0's rmse: 3.50813 valid_1's rmse: 3.69679 [349] valid_0's rmse: 3.50717 valid_1's rmse: 3.69631 [350] valid_0's rmse: 3.50643 valid_1's rmse: 3.69637 [351] valid_0's rmse: 3.50571 valid_1's rmse: 3.6958 [352] valid_0's rmse: 3.50515 valid_1's rmse: 3.69577 [353] valid_0's rmse: 3.50448 valid_1's rmse: 3.69556 [354] valid_0's rmse: 3.50396 valid_1's rmse: 3.69571 [355] valid_0's rmse: 3.50345 valid_1's rmse: 3.69555 [356] valid_0's rmse: 3.50306 valid_1's rmse: 3.69557 [357] valid_0's rmse: 3.50262 valid_1's rmse: 3.69573 [358] valid_0's rmse: 3.50228 valid_1's rmse: 3.69571 [359] valid_0's rmse: 3.50159 valid_1's rmse: 3.69567 [360] valid_0's rmse: 3.50133 valid_1's rmse: 3.69558 [361] valid_0's rmse: 3.50065 valid_1's rmse: 3.69565 [362] valid_0's rmse: 3.49952 valid_1's rmse: 3.69493 [363] valid_0's rmse: 3.4993 valid_1's rmse: 3.69486 [364] valid_0's rmse: 3.49873 valid_1's rmse: 3.69475 [365] valid_0's rmse: 3.49794 valid_1's rmse: 3.69451 [366] valid_0's rmse: 3.49743 valid_1's rmse: 3.69447 [367] valid_0's rmse: 3.49685 valid_1's rmse: 3.69432 [368] valid_0's rmse: 3.49612 valid_1's rmse: 3.6943 [369] valid_0's rmse: 3.49532 valid_1's rmse: 3.69364 [370] valid_0's rmse: 3.4947 valid_1's rmse: 3.69349 [371] valid_0's rmse: 3.49428 valid_1's rmse: 3.69348 [372] valid_0's rmse: 3.49356 valid_1's rmse: 3.6934 [373] valid_0's rmse: 3.49309 valid_1's rmse: 3.69338 [374] valid_0's rmse: 3.49243 valid_1's rmse: 3.6935 [375] valid_0's rmse: 3.49189 valid_1's rmse: 3.69332 [376] valid_0's rmse: 3.49122 valid_1's rmse: 3.69315 [377] valid_0's rmse: 3.49093 valid_1's rmse: 3.69315 [378] valid_0's rmse: 3.4903 valid_1's rmse: 3.69301 [379] valid_0's rmse: 3.48973 valid_1's rmse: 3.69288 [380] valid_0's rmse: 3.48944 valid_1's rmse: 3.69283 [381] valid_0's rmse: 3.48886 valid_1's rmse: 3.69309 [382] valid_0's rmse: 3.48822 valid_1's rmse: 3.69279 [383] valid_0's rmse: 3.4879 valid_1's rmse: 3.69266 [384] valid_0's rmse: 3.48755 valid_1's rmse: 3.69248 [385] valid_0's rmse: 3.48628 valid_1's rmse: 3.69131 [386] valid_0's rmse: 3.48596 valid_1's rmse: 3.69126 [387] valid_0's rmse: 3.48543 valid_1's rmse: 3.69093 [388] valid_0's rmse: 3.48476 valid_1's rmse: 3.69084 [389] valid_0's rmse: 3.48436 valid_1's rmse: 3.69079 [390] valid_0's rmse: 3.48385 valid_1's rmse: 3.69062 [391] valid_0's rmse: 3.48327 valid_1's rmse: 3.69051 [392] valid_0's rmse: 3.48217 valid_1's rmse: 3.68981 [393] valid_0's rmse: 3.48117 valid_1's rmse: 3.68927 [394] valid_0's rmse: 3.4806 valid_1's rmse: 3.6892 [395] valid_0's rmse: 3.47994 valid_1's rmse: 3.68915 [396] valid_0's rmse: 3.47931 valid_1's rmse: 3.68885 [397] valid_0's rmse: 3.47865 valid_1's rmse: 3.68844 [398] valid_0's rmse: 3.47831 valid_1's rmse: 3.68841 [399] valid_0's rmse: 3.47777 valid_1's rmse: 3.68853 [400] valid_0's rmse: 3.47722 valid_1's rmse: 3.68843 [401] valid_0's rmse: 3.47699 valid_1's rmse: 3.6885 [402] valid_0's rmse: 3.47653 valid_1's rmse: 3.68833 [403] valid_0's rmse: 3.47578 valid_1's rmse: 3.68833 [404] valid_0's rmse: 3.47544 valid_1's rmse: 3.6881 [405] valid_0's rmse: 3.4747 valid_1's rmse: 3.68808 [406] valid_0's rmse: 3.47437 valid_1's rmse: 3.68801 [407] valid_0's rmse: 3.47396 valid_1's rmse: 3.68804 [408] valid_0's rmse: 3.47333 valid_1's rmse: 3.68764 [409] valid_0's rmse: 3.47318 valid_1's rmse: 3.68766 [410] valid_0's rmse: 3.47269 valid_1's rmse: 3.68774 [411] valid_0's rmse: 3.4717 valid_1's rmse: 3.68765 [412] valid_0's rmse: 3.47107 valid_1's rmse: 3.6874 [413] valid_0's rmse: 3.47064 valid_1's rmse: 3.68718 [414] valid_0's rmse: 3.46997 valid_1's rmse: 3.68696 [415] valid_0's rmse: 3.46943 valid_1's rmse: 3.68663 [416] valid_0's rmse: 3.46891 valid_1's rmse: 3.68663 [417] valid_0's rmse: 3.46862 valid_1's rmse: 3.68661 [418] valid_0's rmse: 3.46789 valid_1's rmse: 3.68676 [419] valid_0's rmse: 3.46754 valid_1's rmse: 3.68665 [420] valid_0's rmse: 3.46671 valid_1's rmse: 3.68644 [421] valid_0's rmse: 3.4663 valid_1's rmse: 3.68607 [422] valid_0's rmse: 3.46587 valid_1's rmse: 3.68609 [423] valid_0's rmse: 3.46548 valid_1's rmse: 3.68606 [424] valid_0's rmse: 3.46494 valid_1's rmse: 3.68605 [425] valid_0's rmse: 3.46431 valid_1's rmse: 3.68617 [426] valid_0's rmse: 3.46375 valid_1's rmse: 3.68647 [427] valid_0's rmse: 3.46324 valid_1's rmse: 3.68617 [428] valid_0's rmse: 3.4628 valid_1's rmse: 3.68596 [429] valid_0's rmse: 3.46234 valid_1's rmse: 3.6861 [430] valid_0's rmse: 3.46197 valid_1's rmse: 3.68615 [431] valid_0's rmse: 3.46142 valid_1's rmse: 3.68602 [432] valid_0's rmse: 3.46088 valid_1's rmse: 3.68601 [433] valid_0's rmse: 3.4605 valid_1's rmse: 3.68584 [434] valid_0's rmse: 3.46015 valid_1's rmse: 3.68574 [435] valid_0's rmse: 3.45954 valid_1's rmse: 3.6854 [436] valid_0's rmse: 3.45906 valid_1's rmse: 3.68515 [437] valid_0's rmse: 3.45826 valid_1's rmse: 3.68464 [438] valid_0's rmse: 3.45763 valid_1's rmse: 3.68468 [439] valid_0's rmse: 3.45706 valid_1's rmse: 3.68439 [440] valid_0's rmse: 3.45644 valid_1's rmse: 3.6843 [441] valid_0's rmse: 3.45559 valid_1's rmse: 3.68372 [442] valid_0's rmse: 3.45516 valid_1's rmse: 3.68361 [443] valid_0's rmse: 3.45423 valid_1's rmse: 3.68302 [444] valid_0's rmse: 3.45388 valid_1's rmse: 3.68298 [445] valid_0's rmse: 3.4533 valid_1's rmse: 3.68302 [446] valid_0's rmse: 3.4524 valid_1's rmse: 3.6825 [447] valid_0's rmse: 3.45154 valid_1's rmse: 3.68202 [448] valid_0's rmse: 3.45113 valid_1's rmse: 3.68194 [449] valid_0's rmse: 3.45047 valid_1's rmse: 3.6816 [450] valid_0's rmse: 3.44975 valid_1's rmse: 3.68118 [451] valid_0's rmse: 3.44926 valid_1's rmse: 3.68106 [452] valid_0's rmse: 3.44878 valid_1's rmse: 3.68101 [453] valid_0's rmse: 3.44824 valid_1's rmse: 3.68097 [454] valid_0's rmse: 3.44738 valid_1's rmse: 3.6806 [455] valid_0's rmse: 3.44702 valid_1's rmse: 3.68044 [456] valid_0's rmse: 3.44656 valid_1's rmse: 3.68015 [457] valid_0's rmse: 3.4453 valid_1's rmse: 3.68063 [458] valid_0's rmse: 3.44494 valid_1's rmse: 3.68048 [459] valid_0's rmse: 3.44447 valid_1's rmse: 3.6803 [460] valid_0's rmse: 3.44392 valid_1's rmse: 3.68027 [461] valid_0's rmse: 3.4434 valid_1's rmse: 3.67993 [462] valid_0's rmse: 3.44293 valid_1's rmse: 3.67977 [463] valid_0's rmse: 3.44243 valid_1's rmse: 3.67971 [464] valid_0's rmse: 3.44205 valid_1's rmse: 3.67966 [465] valid_0's rmse: 3.44156 valid_1's rmse: 3.67971 [466] valid_0's rmse: 3.44132 valid_1's rmse: 3.67975 [467] valid_0's rmse: 3.44095 valid_1's rmse: 3.67968 [468] valid_0's rmse: 3.44033 valid_1's rmse: 3.67962 [469] valid_0's rmse: 3.44003 valid_1's rmse: 3.67969 [470] valid_0's rmse: 3.43967 valid_1's rmse: 3.67964 [471] valid_0's rmse: 3.43929 valid_1's rmse: 3.67951 [472] valid_0's rmse: 3.43844 valid_1's rmse: 3.67894 [473] valid_0's rmse: 3.43808 valid_1's rmse: 3.67875 [474] valid_0's rmse: 3.4377 valid_1's rmse: 3.67874 [475] valid_0's rmse: 3.43703 valid_1's rmse: 3.67875 [476] valid_0's rmse: 3.43664 valid_1's rmse: 3.67864 [477] valid_0's rmse: 3.43615 valid_1's rmse: 3.67858 [478] valid_0's rmse: 3.43535 valid_1's rmse: 3.67796 [479] valid_0's rmse: 3.43469 valid_1's rmse: 3.67772 [480] valid_0's rmse: 3.43426 valid_1's rmse: 3.67753 [481] valid_0's rmse: 3.43356 valid_1's rmse: 3.67719 [482] valid_0's rmse: 3.433 valid_1's rmse: 3.67694 [483] valid_0's rmse: 3.43253 valid_1's rmse: 3.67674 [484] valid_0's rmse: 3.4319 valid_1's rmse: 3.67633 [485] valid_0's rmse: 3.43164 valid_1's rmse: 3.67629 [486] valid_0's rmse: 3.43114 valid_1's rmse: 3.67611 [487] valid_0's rmse: 3.43064 valid_1's rmse: 3.67607 [488] valid_0's rmse: 3.43013 valid_1's rmse: 3.67617 [489] valid_0's rmse: 3.42979 valid_1's rmse: 3.67627 [490] valid_0's rmse: 3.42926 valid_1's rmse: 3.67595 [491] valid_0's rmse: 3.42856 valid_1's rmse: 3.67552 [492] valid_0's rmse: 3.42807 valid_1's rmse: 3.6756 [493] valid_0's rmse: 3.42766 valid_1's rmse: 3.67551 [494] valid_0's rmse: 3.42732 valid_1's rmse: 3.67542 [495] valid_0's rmse: 3.42667 valid_1's rmse: 3.67513 [496] valid_0's rmse: 3.42624 valid_1's rmse: 3.67496 [497] valid_0's rmse: 3.42577 valid_1's rmse: 3.67478 [498] valid_0's rmse: 3.42534 valid_1's rmse: 3.67459 [499] valid_0's rmse: 3.42506 valid_1's rmse: 3.67448 [500] valid_0's rmse: 3.42476 valid_1's rmse: 3.6744 [501] valid_0's rmse: 3.42429 valid_1's rmse: 3.67418 [502] valid_0's rmse: 3.4239 valid_1's rmse: 3.67391 [503] valid_0's rmse: 3.42338 valid_1's rmse: 3.67359 [504] valid_0's rmse: 3.42295 valid_1's rmse: 3.67339 [505] valid_0's rmse: 3.42265 valid_1's rmse: 3.67325 [506] valid_0's rmse: 3.42228 valid_1's rmse: 3.67345 [507] valid_0's rmse: 3.42187 valid_1's rmse: 3.67343 [508] valid_0's rmse: 3.42133 valid_1's rmse: 3.67308 [509] valid_0's rmse: 3.42098 valid_1's rmse: 3.67299 [510] valid_0's rmse: 3.42031 valid_1's rmse: 3.67272 [511] valid_0's rmse: 3.41997 valid_1's rmse: 3.67266 [512] valid_0's rmse: 3.41943 valid_1's rmse: 3.67232 [513] valid_0's rmse: 3.41906 valid_1's rmse: 3.67224 [514] valid_0's rmse: 3.41866 valid_1's rmse: 3.67243 [515] valid_0's rmse: 3.4183 valid_1's rmse: 3.6723 [516] valid_0's rmse: 3.41778 valid_1's rmse: 3.67218 [517] valid_0's rmse: 3.41756 valid_1's rmse: 3.67218 [518] valid_0's rmse: 3.41705 valid_1's rmse: 3.67239 [519] valid_0's rmse: 3.41668 valid_1's rmse: 3.67202 [520] valid_0's rmse: 3.41584 valid_1's rmse: 3.67176 [521] valid_0's rmse: 3.41495 valid_1's rmse: 3.67186 [522] valid_0's rmse: 3.41451 valid_1's rmse: 3.67177 [523] valid_0's rmse: 3.41416 valid_1's rmse: 3.67198 [524] valid_0's rmse: 3.41373 valid_1's rmse: 3.67221 [525] valid_0's rmse: 3.41326 valid_1's rmse: 3.67239 [526] valid_0's rmse: 3.41296 valid_1's rmse: 3.67225 [527] valid_0's rmse: 3.41242 valid_1's rmse: 3.67236 [528] valid_0's rmse: 3.41204 valid_1's rmse: 3.67253 [529] valid_0's rmse: 3.41168 valid_1's rmse: 3.6726 [530] valid_0's rmse: 3.41128 valid_1's rmse: 3.67256 [531] valid_0's rmse: 3.41084 valid_1's rmse: 3.67256 [532] valid_0's rmse: 3.41029 valid_1's rmse: 3.67265 [533] valid_0's rmse: 3.40991 valid_1's rmse: 3.67252 [534] valid_0's rmse: 3.40933 valid_1's rmse: 3.67217 [535] valid_0's rmse: 3.40921 valid_1's rmse: 3.67216 [536] valid_0's rmse: 3.40877 valid_1's rmse: 3.67216 [537] valid_0's rmse: 3.40831 valid_1's rmse: 3.67214 [538] valid_0's rmse: 3.40801 valid_1's rmse: 3.67198 [539] valid_0's rmse: 3.4077 valid_1's rmse: 3.67202 [540] valid_0's rmse: 3.40735 valid_1's rmse: 3.67232 Early stopping, best iteration is: [520] valid_0's rmse: 3.41584 valid_1's rmse: 3.67176 SCORE: 3.671760233914598 [1] valid_0's rmse: 8.96996 valid_1's rmse: 8.92886 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37387 valid_1's rmse: 8.33462 [3] valid_0's rmse: 7.8545 valid_1's rmse: 7.81665 [4] valid_0's rmse: 7.39669 valid_1's rmse: 7.35943 [5] valid_0's rmse: 6.97344 valid_1's rmse: 6.93723 [6] valid_0's rmse: 6.63322 valid_1's rmse: 6.59825 [7] valid_0's rmse: 6.32732 valid_1's rmse: 6.29322 [8] valid_0's rmse: 6.06399 valid_1's rmse: 6.03105 [9] valid_0's rmse: 5.82917 valid_1's rmse: 5.79791 [10] valid_0's rmse: 5.62927 valid_1's rmse: 5.5987 [11] valid_0's rmse: 5.46834 valid_1's rmse: 5.43991 [12] valid_0's rmse: 5.29511 valid_1's rmse: 5.26713 [13] valid_0's rmse: 5.16536 valid_1's rmse: 5.13743 [14] valid_0's rmse: 5.06158 valid_1's rmse: 5.03504 [15] valid_0's rmse: 4.96895 valid_1's rmse: 4.94445 [16] valid_0's rmse: 4.89546 valid_1's rmse: 4.87135 [17] valid_0's rmse: 4.79556 valid_1's rmse: 4.77233 [18] valid_0's rmse: 4.70916 valid_1's rmse: 4.68601 [19] valid_0's rmse: 4.65539 valid_1's rmse: 4.63318 [20] valid_0's rmse: 4.59754 valid_1's rmse: 4.57632 [21] valid_0's rmse: 4.54958 valid_1's rmse: 4.52976 [22] valid_0's rmse: 4.50948 valid_1's rmse: 4.49041 [23] valid_0's rmse: 4.45867 valid_1's rmse: 4.4407 [24] valid_0's rmse: 4.42604 valid_1's rmse: 4.40896 [25] valid_0's rmse: 4.38219 valid_1's rmse: 4.36562 [26] valid_0's rmse: 4.35227 valid_1's rmse: 4.33786 [27] valid_0's rmse: 4.32725 valid_1's rmse: 4.31288 [28] valid_0's rmse: 4.3055 valid_1's rmse: 4.29252 [29] valid_0's rmse: 4.28641 valid_1's rmse: 4.27461 [30] valid_0's rmse: 4.27382 valid_1's rmse: 4.26332 [31] valid_0's rmse: 4.24143 valid_1's rmse: 4.23254 [32] valid_0's rmse: 4.21572 valid_1's rmse: 4.20737 [33] valid_0's rmse: 4.19628 valid_1's rmse: 4.18821 [34] valid_0's rmse: 4.17549 valid_1's rmse: 4.16838 [35] valid_0's rmse: 4.16353 valid_1's rmse: 4.1574 [36] valid_0's rmse: 4.1505 valid_1's rmse: 4.14453 [37] valid_0's rmse: 4.13414 valid_1's rmse: 4.12831 [38] valid_0's rmse: 4.12215 valid_1's rmse: 4.11776 [39] valid_0's rmse: 4.11343 valid_1's rmse: 4.11096 [40] valid_0's rmse: 4.10142 valid_1's rmse: 4.10006 [41] valid_0's rmse: 4.09182 valid_1's rmse: 4.0905 [42] valid_0's rmse: 4.07198 valid_1's rmse: 4.07098 [43] valid_0's rmse: 4.06566 valid_1's rmse: 4.06566 [44] valid_0's rmse: 4.05627 valid_1's rmse: 4.0569 [45] valid_0's rmse: 4.04849 valid_1's rmse: 4.0503 [46] valid_0's rmse: 4.04229 valid_1's rmse: 4.04541 [47] valid_0's rmse: 4.03326 valid_1's rmse: 4.03644 [48] valid_0's rmse: 4.0198 valid_1's rmse: 4.02326 [49] valid_0's rmse: 4.01295 valid_1's rmse: 4.01754 [50] valid_0's rmse: 4.00555 valid_1's rmse: 4.01013 [51] valid_0's rmse: 3.99881 valid_1's rmse: 4.00507 [52] valid_0's rmse: 3.98994 valid_1's rmse: 3.99741 [53] valid_0's rmse: 3.9842 valid_1's rmse: 3.99367 [54] valid_0's rmse: 3.97685 valid_1's rmse: 3.98722 [55] valid_0's rmse: 3.97145 valid_1's rmse: 3.98201 [56] valid_0's rmse: 3.96628 valid_1's rmse: 3.97949 [57] valid_0's rmse: 3.95474 valid_1's rmse: 3.96815 [58] valid_0's rmse: 3.94895 valid_1's 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valid_1's rmse: 3.70599 [282] valid_0's rmse: 3.52099 valid_1's rmse: 3.70537 [283] valid_0's rmse: 3.52025 valid_1's rmse: 3.70517 [284] valid_0's rmse: 3.51921 valid_1's rmse: 3.705 [285] valid_0's rmse: 3.51867 valid_1's rmse: 3.70465 [286] valid_0's rmse: 3.51708 valid_1's rmse: 3.70379 [287] valid_0's rmse: 3.51649 valid_1's rmse: 3.7038 [288] valid_0's rmse: 3.51577 valid_1's rmse: 3.70372 [289] valid_0's rmse: 3.51484 valid_1's rmse: 3.70354 [290] valid_0's rmse: 3.5141 valid_1's rmse: 3.70342 [291] valid_0's rmse: 3.5138 valid_1's rmse: 3.70327 [292] valid_0's rmse: 3.51316 valid_1's rmse: 3.70342 [293] valid_0's rmse: 3.51214 valid_1's rmse: 3.70245 [294] valid_0's rmse: 3.51137 valid_1's rmse: 3.70268 [295] valid_0's rmse: 3.51035 valid_1's rmse: 3.70254 [296] valid_0's rmse: 3.50954 valid_1's rmse: 3.70211 [297] valid_0's rmse: 3.50903 valid_1's rmse: 3.702 [298] valid_0's rmse: 3.50847 valid_1's rmse: 3.70188 [299] valid_0's rmse: 3.50736 valid_1's rmse: 3.70191 [300] valid_0's rmse: 3.50669 valid_1's rmse: 3.70165 [301] valid_0's rmse: 3.50572 valid_1's rmse: 3.70211 [302] valid_0's rmse: 3.50447 valid_1's rmse: 3.70277 [303] valid_0's rmse: 3.50361 valid_1's rmse: 3.70301 [304] valid_0's rmse: 3.50266 valid_1's rmse: 3.70291 [305] valid_0's rmse: 3.50212 valid_1's rmse: 3.70301 [306] valid_0's rmse: 3.50129 valid_1's rmse: 3.70272 [307] valid_0's rmse: 3.50004 valid_1's rmse: 3.70261 [308] valid_0's rmse: 3.49911 valid_1's rmse: 3.70288 [309] valid_0's rmse: 3.49827 valid_1's rmse: 3.70293 [310] valid_0's rmse: 3.49759 valid_1's rmse: 3.70296 [311] valid_0's rmse: 3.49694 valid_1's rmse: 3.70303 [312] valid_0's rmse: 3.49603 valid_1's rmse: 3.70248 [313] valid_0's rmse: 3.49506 valid_1's rmse: 3.70201 [314] valid_0's rmse: 3.49467 valid_1's rmse: 3.70206 [315] valid_0's rmse: 3.49409 valid_1's rmse: 3.70177 [316] valid_0's rmse: 3.49337 valid_1's rmse: 3.70178 [317] valid_0's rmse: 3.49261 valid_1's rmse: 3.70135 [318] valid_0's rmse: 3.4916 valid_1's rmse: 3.70068 [319] valid_0's rmse: 3.49079 valid_1's rmse: 3.70094 [320] valid_0's rmse: 3.49022 valid_1's rmse: 3.70088 [321] valid_0's rmse: 3.48954 valid_1's rmse: 3.70056 [322] valid_0's rmse: 3.4887 valid_1's rmse: 3.70083 [323] valid_0's rmse: 3.48822 valid_1's rmse: 3.70084 [324] valid_0's rmse: 3.48771 valid_1's rmse: 3.70062 [325] valid_0's rmse: 3.48693 valid_1's rmse: 3.70091 [326] valid_0's rmse: 3.48614 valid_1's rmse: 3.70077 [327] valid_0's rmse: 3.48517 valid_1's rmse: 3.7003 [328] valid_0's rmse: 3.48469 valid_1's rmse: 3.70029 [329] valid_0's rmse: 3.48412 valid_1's rmse: 3.69999 [330] valid_0's rmse: 3.48341 valid_1's rmse: 3.70013 [331] valid_0's rmse: 3.48282 valid_1's rmse: 3.69981 [332] valid_0's rmse: 3.48248 valid_1's rmse: 3.69978 [333] valid_0's rmse: 3.4817 valid_1's rmse: 3.69935 [334] valid_0's rmse: 3.48094 valid_1's rmse: 3.69952 [335] valid_0's rmse: 3.48061 valid_1's rmse: 3.69952 [336] valid_0's rmse: 3.48014 valid_1's rmse: 3.69925 [337] valid_0's rmse: 3.47961 valid_1's rmse: 3.69911 [338] valid_0's rmse: 3.47893 valid_1's rmse: 3.699 [339] valid_0's rmse: 3.47857 valid_1's rmse: 3.69884 [340] valid_0's rmse: 3.4781 valid_1's rmse: 3.6987 [341] valid_0's rmse: 3.47712 valid_1's rmse: 3.69805 [342] valid_0's rmse: 3.47629 valid_1's rmse: 3.69761 [343] valid_0's rmse: 3.47539 valid_1's rmse: 3.69751 [344] valid_0's rmse: 3.47464 valid_1's rmse: 3.698 [345] valid_0's rmse: 3.47392 valid_1's rmse: 3.69772 [346] valid_0's rmse: 3.47313 valid_1's rmse: 3.69765 [347] valid_0's rmse: 3.4724 valid_1's rmse: 3.69737 [348] valid_0's rmse: 3.47177 valid_1's rmse: 3.69711 [349] valid_0's rmse: 3.47098 valid_1's rmse: 3.69715 [350] valid_0's rmse: 3.47041 valid_1's rmse: 3.69698 [351] valid_0's rmse: 3.4698 valid_1's rmse: 3.69695 [352] valid_0's rmse: 3.4691 valid_1's rmse: 3.69678 [353] valid_0's rmse: 3.46848 valid_1's rmse: 3.69659 [354] valid_0's rmse: 3.46764 valid_1's rmse: 3.69667 [355] valid_0's rmse: 3.46724 valid_1's rmse: 3.69657 [356] valid_0's rmse: 3.46609 valid_1's rmse: 3.69568 [357] valid_0's rmse: 3.46547 valid_1's rmse: 3.69593 [358] valid_0's rmse: 3.46459 valid_1's rmse: 3.69524 [359] valid_0's rmse: 3.46326 valid_1's rmse: 3.69435 [360] valid_0's rmse: 3.4626 valid_1's rmse: 3.69402 [361] valid_0's rmse: 3.46178 valid_1's rmse: 3.69401 [362] valid_0's rmse: 3.46085 valid_1's rmse: 3.69447 [363] valid_0's rmse: 3.46031 valid_1's rmse: 3.6948 [364] valid_0's rmse: 3.45953 valid_1's rmse: 3.6948 [365] valid_0's rmse: 3.45871 valid_1's rmse: 3.69499 [366] valid_0's rmse: 3.45806 valid_1's rmse: 3.69482 [367] valid_0's rmse: 3.45752 valid_1's rmse: 3.69467 [368] valid_0's rmse: 3.45685 valid_1's rmse: 3.69523 [369] valid_0's rmse: 3.45628 valid_1's rmse: 3.69515 [370] valid_0's rmse: 3.45559 valid_1's rmse: 3.6954 [371] valid_0's rmse: 3.45528 valid_1's rmse: 3.69554 [372] valid_0's rmse: 3.4547 valid_1's rmse: 3.69524 [373] valid_0's rmse: 3.4542 valid_1's rmse: 3.69507 [374] valid_0's rmse: 3.45353 valid_1's rmse: 3.69519 [375] valid_0's rmse: 3.45314 valid_1's rmse: 3.69519 [376] valid_0's rmse: 3.45278 valid_1's rmse: 3.69507 [377] valid_0's rmse: 3.45207 valid_1's rmse: 3.69511 [378] valid_0's rmse: 3.45177 valid_1's rmse: 3.69502 [379] valid_0's rmse: 3.45125 valid_1's rmse: 3.69511 [380] valid_0's rmse: 3.45058 valid_1's rmse: 3.69484 [381] valid_0's rmse: 3.44983 valid_1's rmse: 3.6951 Early stopping, best iteration is: [361] valid_0's rmse: 3.46178 valid_1's rmse: 3.69401 SCORE: 3.6940105032162505 [1] valid_0's rmse: 8.9705 valid_1's rmse: 8.92918 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37458 valid_1's rmse: 8.33535 [3] valid_0's rmse: 7.85089 valid_1's rmse: 7.81229 [4] valid_0's rmse: 7.38734 valid_1's rmse: 7.34991 [5] valid_0's rmse: 6.98773 valid_1's rmse: 6.95136 [6] valid_0's rmse: 6.63694 valid_1's rmse: 6.60169 [7] valid_0's rmse: 6.33448 valid_1's rmse: 6.3008 [8] valid_0's rmse: 6.06999 valid_1's rmse: 6.03695 [9] valid_0's rmse: 5.85395 valid_1's rmse: 5.82188 [10] valid_0's rmse: 5.6685 valid_1's rmse: 5.63795 [11] valid_0's rmse: 5.50168 valid_1's rmse: 5.47262 [12] valid_0's rmse: 5.36531 valid_1's rmse: 5.33751 [13] valid_0's rmse: 5.22729 valid_1's rmse: 5.20044 [14] valid_0's rmse: 5.08172 valid_1's rmse: 5.05563 [15] valid_0's rmse: 4.9904 valid_1's rmse: 4.96598 [16] valid_0's rmse: 4.90642 valid_1's rmse: 4.88312 [17] valid_0's rmse: 4.81291 valid_1's rmse: 4.79008 [18] valid_0's rmse: 4.73337 valid_1's rmse: 4.71195 [19] valid_0's rmse: 4.68322 valid_1's rmse: 4.66314 [20] valid_0's rmse: 4.62503 valid_1's rmse: 4.60571 [21] valid_0's rmse: 4.5784 valid_1's rmse: 4.56224 [22] valid_0's rmse: 4.51169 valid_1's rmse: 4.49599 [23] valid_0's rmse: 4.47207 valid_1's rmse: 4.45917 [24] valid_0's rmse: 4.44512 valid_1's rmse: 4.43274 [25] valid_0's rmse: 4.39842 valid_1's rmse: 4.38669 [26] valid_0's rmse: 4.37199 valid_1's rmse: 4.3626 [27] valid_0's rmse: 4.33649 valid_1's rmse: 4.3275 [28] valid_0's rmse: 4.29877 valid_1's rmse: 4.29026 [29] valid_0's rmse: 4.27522 valid_1's rmse: 4.26868 [30] valid_0's rmse: 4.25635 valid_1's rmse: 4.25175 [31] valid_0's rmse: 4.24018 valid_1's rmse: 4.23643 [32] valid_0's rmse: 4.21912 valid_1's rmse: 4.21635 [33] valid_0's rmse: 4.20355 valid_1's rmse: 4.20359 [34] valid_0's rmse: 4.1904 valid_1's rmse: 4.19206 [35] valid_0's rmse: 4.17525 valid_1's rmse: 4.17764 [36] valid_0's rmse: 4.16383 valid_1's rmse: 4.16744 [37] valid_0's rmse: 4.15029 valid_1's rmse: 4.15448 [38] valid_0's rmse: 4.13532 valid_1's rmse: 4.13995 [39] valid_0's rmse: 4.12342 valid_1's rmse: 4.12867 [40] valid_0's rmse: 4.11609 valid_1's rmse: 4.12318 [41] valid_0's rmse: 4.09863 valid_1's rmse: 4.10589 [42] valid_0's rmse: 4.08894 valid_1's rmse: 4.09731 [43] valid_0's rmse: 4.07276 valid_1's rmse: 4.08128 [44] valid_0's rmse: 4.06762 valid_1's rmse: 4.07773 [45] valid_0's rmse: 4.05225 valid_1's rmse: 4.06262 [46] valid_0's rmse: 4.04325 valid_1's rmse: 4.05396 [47] valid_0's rmse: 4.03379 valid_1's rmse: 4.04546 [48] valid_0's rmse: 4.02768 valid_1's rmse: 4.04171 [49] valid_0's rmse: 4.01854 valid_1's rmse: 4.03334 [50] valid_0's rmse: 4.01134 valid_1's rmse: 4.02691 [51] valid_0's rmse: 4.00584 valid_1's rmse: 4.02367 [52] valid_0's rmse: 3.99287 valid_1's rmse: 4.01046 [53] valid_0's rmse: 3.98644 valid_1's rmse: 4.00448 [54] valid_0's rmse: 3.97617 valid_1's rmse: 3.99478 [55] valid_0's rmse: 3.97142 valid_1's rmse: 3.99131 [56] valid_0's rmse: 3.96395 valid_1's rmse: 3.98472 [57] valid_0's rmse: 3.95887 valid_1's rmse: 3.98022 [58] valid_0's rmse: 3.95294 valid_1's rmse: 3.97487 [59] valid_0's rmse: 3.94833 valid_1's rmse: 3.97208 [60] valid_0's rmse: 3.93425 valid_1's rmse: 3.95865 [61] valid_0's rmse: 3.93027 valid_1's rmse: 3.95547 [62] valid_0's rmse: 3.92334 valid_1's rmse: 3.94884 [63] valid_0's rmse: 3.91943 valid_1's rmse: 3.94585 [64] valid_0's rmse: 3.9113 valid_1's rmse: 3.93797 [65] valid_0's rmse: 3.90522 valid_1's rmse: 3.93259 [66] valid_0's rmse: 3.90092 valid_1's rmse: 3.9288 [67] valid_0's rmse: 3.89801 valid_1's rmse: 3.92694 [68] valid_0's rmse: 3.89304 valid_1's rmse: 3.9255 [69] valid_0's rmse: 3.88979 valid_1's rmse: 3.92282 [70] valid_0's rmse: 3.88206 valid_1's rmse: 3.91494 [71] valid_0's rmse: 3.87574 valid_1's rmse: 3.90892 [72] valid_0's rmse: 3.86705 valid_1's rmse: 3.90023 [73] valid_0's rmse: 3.86397 valid_1's rmse: 3.89858 [74] valid_0's rmse: 3.86024 valid_1's rmse: 3.8951 [75] valid_0's rmse: 3.85709 valid_1's rmse: 3.89264 [76] valid_0's rmse: 3.8528 valid_1's rmse: 3.88871 [77] valid_0's rmse: 3.85071 valid_1's rmse: 3.88702 [78] valid_0's rmse: 3.8438 valid_1's rmse: 3.88108 [79] valid_0's rmse: 3.8379 valid_1's rmse: 3.87547 [80] valid_0's rmse: 3.83452 valid_1's rmse: 3.87287 [81] valid_0's rmse: 3.82944 valid_1's rmse: 3.86772 [82] valid_0's rmse: 3.82656 valid_1's rmse: 3.86579 [83] valid_0's rmse: 3.82383 valid_1's rmse: 3.86548 [84] valid_0's rmse: 3.8193 valid_1's rmse: 3.86105 [85] valid_0's rmse: 3.81649 valid_1's rmse: 3.85964 [86] valid_0's rmse: 3.81101 valid_1's rmse: 3.85476 [87] valid_0's rmse: 3.8083 valid_1's rmse: 3.85332 [88] valid_0's rmse: 3.8049 valid_1's rmse: 3.85074 [89] valid_0's rmse: 3.80202 valid_1's rmse: 3.84804 [90] valid_0's rmse: 3.79732 valid_1's rmse: 3.84375 [91] valid_0's rmse: 3.79509 valid_1's rmse: 3.84273 [92] valid_0's rmse: 3.79011 valid_1's rmse: 3.83804 [93] valid_0's rmse: 3.78648 valid_1's rmse: 3.83476 [94] valid_0's rmse: 3.78243 valid_1's rmse: 3.83151 [95] valid_0's rmse: 3.77973 valid_1's rmse: 3.82918 [96] valid_0's rmse: 3.77589 valid_1's rmse: 3.82582 [97] valid_0's rmse: 3.77239 valid_1's rmse: 3.82245 [98] valid_0's rmse: 3.76585 valid_1's rmse: 3.81659 [99] valid_0's rmse: 3.76372 valid_1's rmse: 3.81503 [100] valid_0's rmse: 3.76129 valid_1's rmse: 3.81417 [101] valid_0's rmse: 3.75745 valid_1's rmse: 3.81153 [102] valid_0's rmse: 3.75557 valid_1's rmse: 3.81069 [103] valid_0's rmse: 3.75215 valid_1's rmse: 3.80953 [104] valid_0's rmse: 3.74824 valid_1's rmse: 3.8059 [105] valid_0's rmse: 3.74607 valid_1's rmse: 3.80432 [106] valid_0's rmse: 3.74316 valid_1's rmse: 3.80181 [107] valid_0's rmse: 3.74103 valid_1's rmse: 3.80041 [108] valid_0's rmse: 3.73926 valid_1's rmse: 3.80003 [109] valid_0's rmse: 3.73694 valid_1's rmse: 3.79871 [110] valid_0's rmse: 3.73321 valid_1's rmse: 3.79542 [111] valid_0's rmse: 3.73051 valid_1's rmse: 3.7933 [112] valid_0's rmse: 3.72849 valid_1's rmse: 3.7927 [113] valid_0's rmse: 3.72686 valid_1's rmse: 3.79198 [114] valid_0's rmse: 3.72411 valid_1's rmse: 3.78974 [115] valid_0's rmse: 3.72272 valid_1's rmse: 3.78932 [116] valid_0's rmse: 3.71989 valid_1's rmse: 3.78799 [117] valid_0's rmse: 3.71836 valid_1's rmse: 3.78708 [118] valid_0's rmse: 3.71601 valid_1's rmse: 3.78505 [119] valid_0's rmse: 3.71321 valid_1's rmse: 3.78327 [120] valid_0's rmse: 3.71156 valid_1's rmse: 3.78232 [121] valid_0's rmse: 3.7081 valid_1's rmse: 3.77961 [122] valid_0's rmse: 3.70577 valid_1's rmse: 3.77791 [123] valid_0's rmse: 3.70358 valid_1's rmse: 3.77656 [124] valid_0's rmse: 3.70066 valid_1's rmse: 3.77472 [125] valid_0's rmse: 3.69933 valid_1's rmse: 3.7742 [126] valid_0's rmse: 3.69613 valid_1's rmse: 3.77264 [127] valid_0's rmse: 3.69455 valid_1's rmse: 3.77217 [128] valid_0's rmse: 3.69174 valid_1's rmse: 3.77044 [129] valid_0's rmse: 3.68978 valid_1's rmse: 3.76963 [130] valid_0's rmse: 3.68825 valid_1's rmse: 3.76919 [131] valid_0's rmse: 3.68609 valid_1's rmse: 3.76766 [132] valid_0's rmse: 3.68403 valid_1's rmse: 3.76611 [133] valid_0's rmse: 3.68263 valid_1's rmse: 3.76608 [134] valid_0's rmse: 3.68153 valid_1's rmse: 3.76582 [135] valid_0's rmse: 3.67966 valid_1's rmse: 3.76502 [136] valid_0's rmse: 3.67831 valid_1's rmse: 3.76463 [137] valid_0's rmse: 3.67593 valid_1's rmse: 3.7632 [138] valid_0's rmse: 3.67432 valid_1's rmse: 3.76287 [139] valid_0's rmse: 3.67078 valid_1's rmse: 3.75976 [140] valid_0's rmse: 3.66946 valid_1's rmse: 3.75884 [141] valid_0's rmse: 3.66764 valid_1's rmse: 3.75828 [142] valid_0's rmse: 3.66501 valid_1's rmse: 3.75695 [143] valid_0's rmse: 3.66335 valid_1's rmse: 3.75626 [144] valid_0's rmse: 3.66172 valid_1's rmse: 3.75569 [145] valid_0's rmse: 3.65952 valid_1's rmse: 3.75554 [146] valid_0's rmse: 3.6567 valid_1's rmse: 3.75331 [147] valid_0's rmse: 3.65555 valid_1's rmse: 3.75258 [148] valid_0's rmse: 3.65365 valid_1's rmse: 3.75129 [149] valid_0's rmse: 3.65248 valid_1's rmse: 3.75062 [150] valid_0's rmse: 3.65075 valid_1's rmse: 3.74928 [151] valid_0's rmse: 3.64889 valid_1's rmse: 3.74789 [152] valid_0's rmse: 3.64699 valid_1's rmse: 3.74687 [153] valid_0's rmse: 3.64568 valid_1's rmse: 3.74607 [154] valid_0's rmse: 3.64427 valid_1's rmse: 3.74586 [155] valid_0's rmse: 3.64275 valid_1's rmse: 3.74547 [156] valid_0's rmse: 3.64124 valid_1's rmse: 3.74413 [157] valid_0's rmse: 3.64038 valid_1's rmse: 3.74381 [158] valid_0's rmse: 3.63933 valid_1's rmse: 3.7438 [159] valid_0's rmse: 3.63772 valid_1's rmse: 3.74281 [160] valid_0's rmse: 3.63601 valid_1's rmse: 3.74186 [161] valid_0's rmse: 3.63404 valid_1's rmse: 3.74063 [162] valid_0's rmse: 3.6325 valid_1's rmse: 3.74013 [163] valid_0's rmse: 3.63081 valid_1's rmse: 3.73979 [164] valid_0's rmse: 3.6291 valid_1's rmse: 3.73877 [165] valid_0's rmse: 3.6275 valid_1's rmse: 3.73856 [166] valid_0's rmse: 3.62625 valid_1's rmse: 3.73787 [167] valid_0's rmse: 3.62432 valid_1's rmse: 3.7363 [168] valid_0's rmse: 3.62297 valid_1's rmse: 3.7355 [169] valid_0's rmse: 3.62178 valid_1's rmse: 3.73535 [170] valid_0's rmse: 3.62018 valid_1's rmse: 3.73462 [171] valid_0's rmse: 3.61814 valid_1's rmse: 3.73428 [172] valid_0's rmse: 3.61648 valid_1's rmse: 3.73397 [173] valid_0's rmse: 3.61565 valid_1's rmse: 3.7339 [174] valid_0's rmse: 3.61495 valid_1's rmse: 3.7337 [175] valid_0's rmse: 3.61358 valid_1's rmse: 3.73348 [176] valid_0's rmse: 3.61243 valid_1's rmse: 3.73356 [177] valid_0's rmse: 3.61144 valid_1's rmse: 3.73309 [178] valid_0's rmse: 3.61004 valid_1's rmse: 3.73323 [179] valid_0's rmse: 3.60858 valid_1's rmse: 3.73244 [180] valid_0's rmse: 3.60689 valid_1's rmse: 3.73133 [181] valid_0's rmse: 3.60531 valid_1's rmse: 3.73144 [182] valid_0's rmse: 3.60394 valid_1's rmse: 3.7316 [183] valid_0's rmse: 3.60282 valid_1's rmse: 3.73089 [184] valid_0's rmse: 3.6015 valid_1's rmse: 3.73042 [185] valid_0's rmse: 3.60005 valid_1's rmse: 3.72965 [186] valid_0's rmse: 3.59821 valid_1's rmse: 3.72824 [187] valid_0's rmse: 3.59708 valid_1's rmse: 3.7283 [188] valid_0's rmse: 3.5961 valid_1's rmse: 3.72804 [189] valid_0's rmse: 3.5951 valid_1's rmse: 3.7284 [190] valid_0's rmse: 3.59349 valid_1's rmse: 3.72827 [191] valid_0's rmse: 3.59229 valid_1's rmse: 3.72752 [192] valid_0's rmse: 3.59088 valid_1's rmse: 3.72634 [193] valid_0's rmse: 3.58993 valid_1's rmse: 3.72575 [194] valid_0's rmse: 3.58876 valid_1's rmse: 3.72576 [195] valid_0's rmse: 3.58765 valid_1's rmse: 3.72559 [196] valid_0's rmse: 3.58644 valid_1's rmse: 3.72525 [197] valid_0's rmse: 3.58547 valid_1's rmse: 3.72541 [198] valid_0's rmse: 3.58443 valid_1's rmse: 3.72488 [199] valid_0's rmse: 3.58329 valid_1's rmse: 3.72455 [200] valid_0's rmse: 3.58236 valid_1's rmse: 3.7246 [201] valid_0's rmse: 3.5815 valid_1's rmse: 3.72437 [202] valid_0's rmse: 3.58001 valid_1's rmse: 3.72424 [203] valid_0's rmse: 3.57895 valid_1's rmse: 3.72333 [204] valid_0's rmse: 3.57762 valid_1's rmse: 3.72291 [205] valid_0's rmse: 3.57696 valid_1's rmse: 3.723 [206] valid_0's rmse: 3.57601 valid_1's rmse: 3.72281 [207] valid_0's rmse: 3.57496 valid_1's rmse: 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3.25603 valid_1's rmse: 3.65508 [728] valid_0's rmse: 3.25563 valid_1's rmse: 3.65485 [729] valid_0's rmse: 3.25498 valid_1's rmse: 3.65457 [730] valid_0's rmse: 3.25437 valid_1's rmse: 3.65427 [731] valid_0's rmse: 3.25419 valid_1's rmse: 3.65422 [732] valid_0's rmse: 3.25379 valid_1's rmse: 3.6542 [733] valid_0's rmse: 3.25327 valid_1's rmse: 3.65404 [734] valid_0's rmse: 3.25273 valid_1's rmse: 3.65387 [735] valid_0's rmse: 3.25241 valid_1's rmse: 3.65381 [736] valid_0's rmse: 3.25198 valid_1's rmse: 3.65378 [737] valid_0's rmse: 3.25158 valid_1's rmse: 3.65387 [738] valid_0's rmse: 3.25134 valid_1's rmse: 3.65377 [739] valid_0's rmse: 3.25068 valid_1's rmse: 3.65353 [740] valid_0's rmse: 3.25016 valid_1's rmse: 3.65312 [741] valid_0's rmse: 3.24986 valid_1's rmse: 3.65294 [742] valid_0's rmse: 3.24946 valid_1's rmse: 3.65264 [743] valid_0's rmse: 3.2491 valid_1's rmse: 3.65249 [744] valid_0's rmse: 3.24874 valid_1's rmse: 3.65239 [745] valid_0's rmse: 3.24845 valid_1's rmse: 3.65247 [746] valid_0's rmse: 3.24812 valid_1's rmse: 3.65244 [747] valid_0's rmse: 3.24791 valid_1's rmse: 3.65238 [748] valid_0's rmse: 3.2474 valid_1's rmse: 3.6522 [749] valid_0's rmse: 3.24698 valid_1's rmse: 3.65202 [750] valid_0's rmse: 3.24675 valid_1's rmse: 3.65204 [751] valid_0's rmse: 3.24635 valid_1's rmse: 3.65179 [752] valid_0's rmse: 3.24607 valid_1's rmse: 3.65177 [753] valid_0's rmse: 3.24572 valid_1's rmse: 3.65156 [754] valid_0's rmse: 3.24547 valid_1's rmse: 3.65144 [755] valid_0's rmse: 3.24507 valid_1's rmse: 3.65133 [756] valid_0's rmse: 3.2448 valid_1's rmse: 3.65152 [757] valid_0's rmse: 3.24456 valid_1's rmse: 3.65145 [758] valid_0's rmse: 3.24415 valid_1's rmse: 3.65138 [759] valid_0's rmse: 3.24381 valid_1's rmse: 3.65133 [760] valid_0's rmse: 3.2436 valid_1's rmse: 3.65127 [761] valid_0's rmse: 3.24313 valid_1's rmse: 3.65102 [762] valid_0's rmse: 3.24293 valid_1's rmse: 3.65101 [763] valid_0's rmse: 3.24271 valid_1's rmse: 3.65093 [764] valid_0's rmse: 3.24249 valid_1's rmse: 3.65094 [765] valid_0's rmse: 3.24208 valid_1's rmse: 3.65115 [766] valid_0's rmse: 3.24176 valid_1's rmse: 3.65108 [767] valid_0's rmse: 3.24144 valid_1's rmse: 3.65103 [768] valid_0's rmse: 3.24104 valid_1's rmse: 3.65093 [769] valid_0's rmse: 3.24059 valid_1's rmse: 3.65082 [770] valid_0's rmse: 3.24007 valid_1's rmse: 3.65055 [771] valid_0's rmse: 3.23961 valid_1's rmse: 3.6504 [772] valid_0's rmse: 3.23919 valid_1's rmse: 3.65034 [773] valid_0's rmse: 3.23892 valid_1's rmse: 3.65026 [774] valid_0's rmse: 3.23851 valid_1's rmse: 3.65012 [775] valid_0's rmse: 3.23806 valid_1's rmse: 3.65001 [776] valid_0's rmse: 3.23759 valid_1's rmse: 3.64991 [777] valid_0's rmse: 3.23732 valid_1's rmse: 3.64988 [778] valid_0's rmse: 3.23704 valid_1's rmse: 3.64995 [779] valid_0's rmse: 3.23675 valid_1's rmse: 3.64991 [780] valid_0's rmse: 3.23635 valid_1's rmse: 3.64994 [781] valid_0's rmse: 3.23618 valid_1's rmse: 3.64991 [782] valid_0's rmse: 3.23589 valid_1's rmse: 3.64988 [783] valid_0's rmse: 3.23559 valid_1's rmse: 3.64979 [784] valid_0's rmse: 3.23525 valid_1's rmse: 3.6498 [785] valid_0's rmse: 3.23454 valid_1's rmse: 3.64948 [786] valid_0's rmse: 3.23424 valid_1's rmse: 3.64947 [787] valid_0's rmse: 3.2339 valid_1's rmse: 3.64932 [788] valid_0's rmse: 3.23372 valid_1's rmse: 3.64935 [789] valid_0's rmse: 3.2335 valid_1's rmse: 3.64934 [790] valid_0's rmse: 3.23317 valid_1's rmse: 3.6492 [791] valid_0's rmse: 3.23291 valid_1's rmse: 3.64919 [792] valid_0's rmse: 3.23254 valid_1's rmse: 3.64943 [793] valid_0's rmse: 3.23224 valid_1's rmse: 3.64942 [794] valid_0's rmse: 3.23193 valid_1's rmse: 3.64934 [795] valid_0's rmse: 3.23144 valid_1's rmse: 3.6492 [796] valid_0's rmse: 3.23085 valid_1's rmse: 3.64895 [797] valid_0's rmse: 3.23055 valid_1's rmse: 3.64878 [798] valid_0's rmse: 3.23008 valid_1's rmse: 3.64871 [799] valid_0's rmse: 3.22951 valid_1's rmse: 3.64848 [800] valid_0's rmse: 3.22917 valid_1's rmse: 3.64838 [801] valid_0's rmse: 3.22878 valid_1's rmse: 3.64834 [802] valid_0's rmse: 3.22843 valid_1's rmse: 3.64832 [803] valid_0's rmse: 3.22809 valid_1's rmse: 3.64837 [804] valid_0's rmse: 3.22755 valid_1's rmse: 3.64814 [805] valid_0's rmse: 3.22715 valid_1's rmse: 3.64796 [806] valid_0's rmse: 3.22696 valid_1's rmse: 3.64795 [807] valid_0's rmse: 3.2267 valid_1's rmse: 3.64797 [808] valid_0's rmse: 3.2264 valid_1's rmse: 3.64799 [809] valid_0's rmse: 3.22609 valid_1's rmse: 3.64821 [810] valid_0's rmse: 3.22586 valid_1's rmse: 3.64817 [811] valid_0's rmse: 3.22545 valid_1's rmse: 3.64827 [812] valid_0's rmse: 3.22501 valid_1's rmse: 3.64815 [813] valid_0's rmse: 3.22426 valid_1's rmse: 3.64788 [814] valid_0's rmse: 3.22372 valid_1's rmse: 3.64773 [815] valid_0's rmse: 3.22301 valid_1's rmse: 3.64748 [816] valid_0's rmse: 3.22278 valid_1's rmse: 3.64741 [817] valid_0's rmse: 3.22251 valid_1's rmse: 3.6474 [818] valid_0's rmse: 3.22214 valid_1's rmse: 3.64735 [819] valid_0's rmse: 3.22166 valid_1's rmse: 3.64718 [820] valid_0's rmse: 3.22126 valid_1's rmse: 3.64712 [821] valid_0's rmse: 3.22084 valid_1's rmse: 3.64705 [822] valid_0's rmse: 3.22056 valid_1's rmse: 3.64703 [823] valid_0's rmse: 3.22035 valid_1's rmse: 3.64703 [824] valid_0's rmse: 3.21993 valid_1's rmse: 3.64702 [825] valid_0's rmse: 3.21971 valid_1's rmse: 3.64702 [826] valid_0's rmse: 3.21941 valid_1's rmse: 3.64701 [827] valid_0's rmse: 3.21912 valid_1's rmse: 3.64695 [828] valid_0's rmse: 3.21872 valid_1's rmse: 3.64673 [829] valid_0's rmse: 3.21845 valid_1's rmse: 3.64669 [830] valid_0's rmse: 3.21812 valid_1's rmse: 3.64668 [831] valid_0's rmse: 3.21789 valid_1's rmse: 3.64681 [832] valid_0's rmse: 3.21753 valid_1's rmse: 3.6467 [833] valid_0's rmse: 3.21714 valid_1's rmse: 3.6467 [834] valid_0's rmse: 3.21689 valid_1's rmse: 3.64672 [835] valid_0's rmse: 3.21657 valid_1's rmse: 3.6466 [836] valid_0's rmse: 3.21609 valid_1's rmse: 3.64669 [837] valid_0's rmse: 3.21583 valid_1's rmse: 3.64668 [838] valid_0's rmse: 3.21533 valid_1's rmse: 3.64643 [839] valid_0's rmse: 3.21517 valid_1's rmse: 3.64637 [840] valid_0's rmse: 3.21498 valid_1's rmse: 3.64632 [841] valid_0's rmse: 3.21474 valid_1's rmse: 3.64636 [842] valid_0's rmse: 3.21452 valid_1's rmse: 3.64643 [843] valid_0's rmse: 3.2142 valid_1's rmse: 3.64632 [844] valid_0's rmse: 3.21373 valid_1's rmse: 3.64618 [845] valid_0's rmse: 3.21349 valid_1's rmse: 3.64608 [846] valid_0's rmse: 3.21323 valid_1's rmse: 3.64611 [847] valid_0's rmse: 3.21262 valid_1's rmse: 3.64582 [848] valid_0's rmse: 3.21231 valid_1's rmse: 3.64585 [849] valid_0's rmse: 3.21191 valid_1's rmse: 3.64576 [850] valid_0's rmse: 3.21145 valid_1's rmse: 3.64597 [851] valid_0's rmse: 3.21105 valid_1's rmse: 3.64591 [852] valid_0's rmse: 3.21063 valid_1's rmse: 3.64574 [853] valid_0's rmse: 3.21043 valid_1's rmse: 3.64569 [854] valid_0's rmse: 3.20997 valid_1's rmse: 3.64552 [855] valid_0's rmse: 3.20971 valid_1's rmse: 3.64559 [856] valid_0's rmse: 3.20922 valid_1's rmse: 3.64554 [857] valid_0's rmse: 3.20889 valid_1's rmse: 3.6453 [858] valid_0's rmse: 3.20848 valid_1's rmse: 3.64547 [859] valid_0's rmse: 3.20812 valid_1's rmse: 3.64541 [860] valid_0's rmse: 3.20774 valid_1's rmse: 3.64513 [861] valid_0's rmse: 3.20752 valid_1's rmse: 3.64509 [862] valid_0's rmse: 3.20735 valid_1's rmse: 3.64503 [863] valid_0's rmse: 3.20708 valid_1's rmse: 3.64506 [864] valid_0's rmse: 3.20674 valid_1's rmse: 3.645 [865] valid_0's rmse: 3.20633 valid_1's rmse: 3.64478 [866] valid_0's rmse: 3.20587 valid_1's rmse: 3.64464 [867] valid_0's rmse: 3.20543 valid_1's rmse: 3.64455 [868] valid_0's rmse: 3.20515 valid_1's rmse: 3.64463 [869] valid_0's rmse: 3.20479 valid_1's rmse: 3.64474 [870] valid_0's rmse: 3.20463 valid_1's rmse: 3.64471 [871] valid_0's rmse: 3.20377 valid_1's rmse: 3.64415 [872] valid_0's rmse: 3.20336 valid_1's rmse: 3.64405 [873] valid_0's rmse: 3.20311 valid_1's rmse: 3.64406 [874] valid_0's rmse: 3.20284 valid_1's rmse: 3.64423 [875] valid_0's rmse: 3.20239 valid_1's rmse: 3.64413 [876] valid_0's rmse: 3.2019 valid_1's rmse: 3.64393 [877] valid_0's rmse: 3.20152 valid_1's rmse: 3.64391 [878] valid_0's rmse: 3.20135 valid_1's rmse: 3.64396 [879] valid_0's rmse: 3.20095 valid_1's rmse: 3.64407 [880] valid_0's rmse: 3.20074 valid_1's rmse: 3.644 [881] valid_0's rmse: 3.20055 valid_1's rmse: 3.6439 [882] valid_0's rmse: 3.20025 valid_1's rmse: 3.64392 [883] valid_0's rmse: 3.19994 valid_1's rmse: 3.64398 [884] valid_0's rmse: 3.19962 valid_1's rmse: 3.64394 [885] valid_0's rmse: 3.19939 valid_1's rmse: 3.64394 [886] valid_0's rmse: 3.19895 valid_1's rmse: 3.64385 [887] valid_0's rmse: 3.19859 valid_1's rmse: 3.64392 [888] valid_0's rmse: 3.19843 valid_1's rmse: 3.64393 [889] valid_0's rmse: 3.19816 valid_1's rmse: 3.64389 [890] valid_0's rmse: 3.19768 valid_1's rmse: 3.64383 [891] valid_0's rmse: 3.19725 valid_1's rmse: 3.64382 [892] valid_0's rmse: 3.19695 valid_1's rmse: 3.64389 [893] valid_0's rmse: 3.1965 valid_1's rmse: 3.6437 [894] valid_0's rmse: 3.19612 valid_1's rmse: 3.6436 [895] valid_0's rmse: 3.19582 valid_1's rmse: 3.64352 [896] valid_0's rmse: 3.19531 valid_1's rmse: 3.64356 [897] valid_0's rmse: 3.19506 valid_1's rmse: 3.64355 [898] valid_0's rmse: 3.1948 valid_1's rmse: 3.64351 [899] valid_0's rmse: 3.19446 valid_1's rmse: 3.6434 [900] valid_0's rmse: 3.19408 valid_1's rmse: 3.6433 [901] valid_0's rmse: 3.19359 valid_1's rmse: 3.64309 [902] valid_0's rmse: 3.19294 valid_1's rmse: 3.64291 [903] valid_0's rmse: 3.19244 valid_1's rmse: 3.64273 [904] valid_0's rmse: 3.1922 valid_1's rmse: 3.6427 [905] valid_0's rmse: 3.19171 valid_1's rmse: 3.64253 [906] valid_0's rmse: 3.19133 valid_1's rmse: 3.64244 [907] valid_0's rmse: 3.19105 valid_1's rmse: 3.64247 [908] valid_0's rmse: 3.19069 valid_1's rmse: 3.64242 [909] valid_0's rmse: 3.19037 valid_1's rmse: 3.64228 [910] valid_0's rmse: 3.18999 valid_1's rmse: 3.64217 [911] valid_0's rmse: 3.18974 valid_1's rmse: 3.64214 [912] valid_0's rmse: 3.18948 valid_1's rmse: 3.64212 [913] valid_0's rmse: 3.18923 valid_1's rmse: 3.64216 [914] valid_0's rmse: 3.18887 valid_1's rmse: 3.64217 [915] valid_0's rmse: 3.18851 valid_1's rmse: 3.64221 [916] valid_0's rmse: 3.1881 valid_1's rmse: 3.6422 [917] valid_0's rmse: 3.18761 valid_1's rmse: 3.64215 [918] valid_0's rmse: 3.18717 valid_1's rmse: 3.64212 [919] valid_0's rmse: 3.18703 valid_1's rmse: 3.64215 [920] valid_0's rmse: 3.18663 valid_1's rmse: 3.64194 [921] valid_0's rmse: 3.18629 valid_1's rmse: 3.64199 [922] valid_0's rmse: 3.186 valid_1's rmse: 3.64196 [923] valid_0's rmse: 3.18556 valid_1's rmse: 3.64201 [924] valid_0's rmse: 3.18525 valid_1's rmse: 3.64193 [925] valid_0's rmse: 3.18487 valid_1's rmse: 3.64195 [926] valid_0's rmse: 3.18466 valid_1's rmse: 3.64195 [927] valid_0's rmse: 3.18441 valid_1's rmse: 3.64194 [928] valid_0's rmse: 3.18409 valid_1's rmse: 3.64209 [929] valid_0's rmse: 3.18387 valid_1's rmse: 3.64205 [930] valid_0's rmse: 3.18354 valid_1's rmse: 3.64213 [931] valid_0's rmse: 3.18318 valid_1's rmse: 3.64212 [932] valid_0's rmse: 3.18289 valid_1's rmse: 3.64227 [933] valid_0's rmse: 3.18262 valid_1's rmse: 3.64234 [934] valid_0's rmse: 3.18232 valid_1's rmse: 3.64231 [935] valid_0's rmse: 3.18192 valid_1's rmse: 3.64229 [936] valid_0's rmse: 3.18162 valid_1's rmse: 3.64225 [937] valid_0's rmse: 3.18143 valid_1's rmse: 3.64236 [938] valid_0's rmse: 3.18114 valid_1's rmse: 3.6423 [939] valid_0's rmse: 3.18086 valid_1's rmse: 3.64227 [940] valid_0's rmse: 3.18053 valid_1's rmse: 3.64237 [941] valid_0's rmse: 3.18037 valid_1's rmse: 3.6423 [942] valid_0's rmse: 3.18008 valid_1's rmse: 3.6425 [943] valid_0's rmse: 3.17988 valid_1's rmse: 3.64247 [944] valid_0's rmse: 3.1796 valid_1's rmse: 3.64239 Early stopping, best iteration is: [924] valid_0's rmse: 3.18525 valid_1's rmse: 3.64193 SCORE: 3.641929410440735 [1] valid_0's rmse: 9.02857 valid_1's rmse: 8.9886 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.47915 valid_1's rmse: 8.44167 [3] valid_0's rmse: 7.9954 valid_1's rmse: 7.96051 [4] valid_0's rmse: 7.58226 valid_1's rmse: 7.54968 [5] valid_0's rmse: 7.23346 valid_1's rmse: 7.20346 [6] valid_0's rmse: 6.93551 valid_1's rmse: 6.908 [7] valid_0's rmse: 6.66827 valid_1's rmse: 6.64253 [8] valid_0's rmse: 6.43047 valid_1's rmse: 6.40568 [9] valid_0's rmse: 6.19917 valid_1's rmse: 6.17555 [10] valid_0's rmse: 6.02327 valid_1's rmse: 6.00099 [11] valid_0's rmse: 5.85724 valid_1's rmse: 5.83584 [12] valid_0's rmse: 5.72687 valid_1's rmse: 5.7059 [13] valid_0's rmse: 5.62574 valid_1's rmse: 5.60548 [14] valid_0's rmse: 5.52268 valid_1's rmse: 5.50369 [15] valid_0's rmse: 5.41278 valid_1's rmse: 5.3943 [16] valid_0's rmse: 5.33135 valid_1's rmse: 5.31348 [17] valid_0's rmse: 5.26697 valid_1's rmse: 5.25026 [18] valid_0's rmse: 5.19916 valid_1's rmse: 5.18295 [19] valid_0's rmse: 5.14544 valid_1's rmse: 5.13087 [20] valid_0's rmse: 5.08593 valid_1's rmse: 5.07187 [21] valid_0's rmse: 5.04072 valid_1's rmse: 5.02735 [22] valid_0's rmse: 5.00103 valid_1's rmse: 4.98915 [23] valid_0's rmse: 4.96111 valid_1's rmse: 4.94937 [24] valid_0's rmse: 4.92406 valid_1's rmse: 4.9129 [25] valid_0's rmse: 4.89328 valid_1's rmse: 4.88288 [26] valid_0's rmse: 4.85593 valid_1's rmse: 4.84571 [27] valid_0's rmse: 4.82143 valid_1's rmse: 4.81166 [28] valid_0's rmse: 4.7763 valid_1's rmse: 4.76651 [29] valid_0's rmse: 4.74843 valid_1's rmse: 4.73859 [30] valid_0's rmse: 4.7115 valid_1's rmse: 4.70249 [31] valid_0's rmse: 4.69439 valid_1's rmse: 4.68619 [32] valid_0's rmse: 4.63368 valid_1's rmse: 4.62618 [33] valid_0's rmse: 4.60585 valid_1's rmse: 4.59808 [34] valid_0's rmse: 4.55964 valid_1's rmse: 4.55219 [35] valid_0's rmse: 4.53365 valid_1's rmse: 4.52724 [36] valid_0's rmse: 4.51177 valid_1's rmse: 4.50579 [37] valid_0's rmse: 4.49776 valid_1's rmse: 4.49201 [38] valid_0's rmse: 4.47952 valid_1's rmse: 4.47474 [39] valid_0's rmse: 4.46504 valid_1's rmse: 4.46055 [40] valid_0's rmse: 4.43681 valid_1's rmse: 4.43181 [41] valid_0's rmse: 4.42629 valid_1's rmse: 4.4215 [42] valid_0's rmse: 4.40083 valid_1's rmse: 4.39634 [43] valid_0's rmse: 4.38809 valid_1's rmse: 4.38406 [44] valid_0's rmse: 4.37701 valid_1's rmse: 4.37357 [45] valid_0's rmse: 4.35842 valid_1's rmse: 4.3554 [46] valid_0's rmse: 4.34773 valid_1's rmse: 4.345 [47] valid_0's rmse: 4.33678 valid_1's rmse: 4.33459 [48] valid_0's rmse: 4.3167 valid_1's rmse: 4.31462 [49] valid_0's rmse: 4.30686 valid_1's rmse: 4.30512 [50] valid_0's rmse: 4.29783 valid_1's rmse: 4.29637 [51] valid_0's rmse: 4.26485 valid_1's rmse: 4.26327 [52] valid_0's rmse: 4.25291 valid_1's rmse: 4.25145 [53] valid_0's rmse: 4.24217 valid_1's rmse: 4.24104 [54] valid_0's rmse: 4.22564 valid_1's rmse: 4.22464 [55] valid_0's rmse: 4.2126 valid_1's rmse: 4.21229 [56] valid_0's rmse: 4.20341 valid_1's rmse: 4.20377 [57] valid_0's rmse: 4.19209 valid_1's rmse: 4.19258 [58] valid_0's rmse: 4.18604 valid_1's rmse: 4.18667 [59] valid_0's rmse: 4.18027 valid_1's rmse: 4.18135 [60] valid_0's rmse: 4.16954 valid_1's rmse: 4.17121 [61] valid_0's rmse: 4.16511 valid_1's rmse: 4.16733 [62] valid_0's rmse: 4.15996 valid_1's rmse: 4.16312 [63] valid_0's rmse: 4.15637 valid_1's rmse: 4.15967 [64] valid_0's rmse: 4.14814 valid_1's rmse: 4.1517 [65] valid_0's rmse: 4.13995 valid_1's rmse: 4.14439 [66] valid_0's rmse: 4.12484 valid_1's rmse: 4.12946 [67] valid_0's rmse: 4.11421 valid_1's rmse: 4.11911 [68] valid_0's rmse: 4.10858 valid_1's rmse: 4.11365 [69] valid_0's rmse: 4.1009 valid_1's rmse: 4.10632 [70] valid_0's rmse: 4.09603 valid_1's rmse: 4.10229 [71] valid_0's rmse: 4.08397 valid_1's rmse: 4.09054 [72] valid_0's rmse: 4.07993 valid_1's rmse: 4.08737 [73] valid_0's rmse: 4.07572 valid_1's rmse: 4.08391 [74] valid_0's rmse: 4.06323 valid_1's rmse: 4.07199 [75] valid_0's rmse: 4.05466 valid_1's rmse: 4.06352 [76] valid_0's rmse: 4.05089 valid_1's rmse: 4.06 [77] valid_0's rmse: 4.04629 valid_1's rmse: 4.05596 [78] valid_0's rmse: 4.03928 valid_1's rmse: 4.0495 [79] valid_0's rmse: 4.03419 valid_1's rmse: 4.04484 [80] valid_0's rmse: 4.03096 valid_1's rmse: 4.04206 [81] valid_0's rmse: 4.01849 valid_1's rmse: 4.03028 [82] valid_0's rmse: 4.01525 valid_1's rmse: 4.02726 [83] valid_0's rmse: 4.00702 valid_1's rmse: 4.01971 [84] valid_0's rmse: 4.00394 valid_1's rmse: 4.01705 [85] valid_0's rmse: 3.99907 valid_1's rmse: 4.01225 [86] valid_0's rmse: 3.99615 valid_1's rmse: 4.01017 [87] valid_0's rmse: 3.98785 valid_1's rmse: 4.00215 [88] valid_0's rmse: 3.98543 valid_1's rmse: 4.00025 [89] valid_0's rmse: 3.98381 valid_1's rmse: 3.9994 [90] valid_0's rmse: 3.98185 valid_1's rmse: 3.99766 [91] valid_0's rmse: 3.97948 valid_1's rmse: 3.99604 [92] valid_0's rmse: 3.9772 valid_1's rmse: 3.99413 [93] valid_0's rmse: 3.97221 valid_1's rmse: 3.98945 [94] valid_0's rmse: 3.96426 valid_1's rmse: 3.98193 [95] valid_0's rmse: 3.96032 valid_1's rmse: 3.97911 [96] valid_0's rmse: 3.95833 valid_1's 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valid_0's rmse: 3.50664 valid_1's rmse: 3.69393 [617] valid_0's rmse: 3.50633 valid_1's rmse: 3.69402 [618] valid_0's rmse: 3.50605 valid_1's rmse: 3.69402 [619] valid_0's rmse: 3.50565 valid_1's rmse: 3.69373 [620] valid_0's rmse: 3.50532 valid_1's rmse: 3.69354 [621] valid_0's rmse: 3.50514 valid_1's rmse: 3.69323 [622] valid_0's rmse: 3.50487 valid_1's rmse: 3.69304 [623] valid_0's rmse: 3.50472 valid_1's rmse: 3.69309 [624] valid_0's rmse: 3.50435 valid_1's rmse: 3.69291 [625] valid_0's rmse: 3.50396 valid_1's rmse: 3.69283 [626] valid_0's rmse: 3.50364 valid_1's rmse: 3.69277 [627] valid_0's rmse: 3.50329 valid_1's rmse: 3.69271 [628] valid_0's rmse: 3.50306 valid_1's rmse: 3.69255 [629] valid_0's rmse: 3.50277 valid_1's rmse: 3.69232 [630] valid_0's rmse: 3.5026 valid_1's rmse: 3.692 [631] valid_0's rmse: 3.50222 valid_1's rmse: 3.69193 [632] valid_0's rmse: 3.50199 valid_1's rmse: 3.69192 [633] valid_0's rmse: 3.50177 valid_1's rmse: 3.69175 [634] valid_0's rmse: 3.50135 valid_1's rmse: 3.69185 [635] valid_0's rmse: 3.50095 valid_1's rmse: 3.69181 [636] valid_0's rmse: 3.50064 valid_1's rmse: 3.69169 [637] valid_0's rmse: 3.50047 valid_1's rmse: 3.69163 [638] valid_0's rmse: 3.50025 valid_1's rmse: 3.69152 [639] valid_0's rmse: 3.50009 valid_1's rmse: 3.69149 [640] valid_0's rmse: 3.4996 valid_1's rmse: 3.69172 [641] valid_0's rmse: 3.49932 valid_1's rmse: 3.69187 [642] valid_0's rmse: 3.49893 valid_1's rmse: 3.69221 [643] valid_0's rmse: 3.49868 valid_1's rmse: 3.69215 [644] valid_0's rmse: 3.49844 valid_1's rmse: 3.69216 [645] valid_0's rmse: 3.49817 valid_1's rmse: 3.69196 [646] valid_0's rmse: 3.49797 valid_1's rmse: 3.69193 [647] valid_0's rmse: 3.49787 valid_1's rmse: 3.69192 [648] valid_0's rmse: 3.49752 valid_1's rmse: 3.69195 [649] valid_0's rmse: 3.49734 valid_1's rmse: 3.69184 [650] valid_0's rmse: 3.49696 valid_1's rmse: 3.69169 [651] valid_0's rmse: 3.49653 valid_1's rmse: 3.69159 [652] valid_0's rmse: 3.49614 valid_1's rmse: 3.69143 [653] valid_0's rmse: 3.49588 valid_1's rmse: 3.69126 [654] valid_0's rmse: 3.49566 valid_1's rmse: 3.69114 [655] valid_0's rmse: 3.49527 valid_1's rmse: 3.69111 [656] valid_0's rmse: 3.49496 valid_1's rmse: 3.69092 [657] valid_0's rmse: 3.49481 valid_1's rmse: 3.6909 [658] valid_0's rmse: 3.49441 valid_1's rmse: 3.6908 [659] valid_0's rmse: 3.49396 valid_1's rmse: 3.69109 [660] valid_0's rmse: 3.49358 valid_1's rmse: 3.69135 [661] valid_0's rmse: 3.49329 valid_1's rmse: 3.69134 [662] valid_0's rmse: 3.49305 valid_1's rmse: 3.6915 [663] valid_0's rmse: 3.49267 valid_1's rmse: 3.69174 [664] valid_0's rmse: 3.49242 valid_1's rmse: 3.69177 [665] valid_0's rmse: 3.49183 valid_1's rmse: 3.69156 [666] valid_0's rmse: 3.49166 valid_1's rmse: 3.69167 [667] valid_0's rmse: 3.49131 valid_1's rmse: 3.69179 [668] valid_0's rmse: 3.49101 valid_1's rmse: 3.69187 [669] valid_0's rmse: 3.49086 valid_1's rmse: 3.69187 [670] valid_0's rmse: 3.49065 valid_1's rmse: 3.69187 [671] valid_0's rmse: 3.49043 valid_1's rmse: 3.69214 [672] valid_0's rmse: 3.49016 valid_1's rmse: 3.692 [673] valid_0's rmse: 3.48974 valid_1's rmse: 3.69183 [674] valid_0's rmse: 3.4894 valid_1's rmse: 3.69166 [675] valid_0's rmse: 3.48917 valid_1's rmse: 3.69149 [676] valid_0's rmse: 3.48903 valid_1's rmse: 3.69138 [677] valid_0's rmse: 3.48887 valid_1's rmse: 3.69132 [678] valid_0's rmse: 3.48874 valid_1's rmse: 3.69129 Early stopping, best iteration is: [658] valid_0's rmse: 3.49441 valid_1's rmse: 3.6908 SCORE: 3.6907960057118436 [1] valid_0's rmse: 8.96838 valid_1's rmse: 8.92722 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38948 valid_1's rmse: 8.34923 [3] valid_0's rmse: 7.86253 valid_1's rmse: 7.8236 [4] valid_0's rmse: 7.44252 valid_1's rmse: 7.40564 [5] valid_0's rmse: 7.04424 valid_1's rmse: 7.00858 [6] valid_0's rmse: 6.70033 valid_1's rmse: 6.66634 [7] valid_0's rmse: 6.42409 valid_1's rmse: 6.39139 [8] valid_0's rmse: 6.16357 valid_1's rmse: 6.13117 [9] valid_0's rmse: 5.92835 valid_1's rmse: 5.89625 [10] valid_0's rmse: 5.72149 valid_1's rmse: 5.69063 [11] valid_0's rmse: 5.54824 valid_1's rmse: 5.51794 [12] valid_0's rmse: 5.38897 valid_1's rmse: 5.36025 [13] valid_0's rmse: 5.26107 valid_1's rmse: 5.23303 [14] valid_0's rmse: 5.16015 valid_1's rmse: 5.13309 [15] valid_0's rmse: 5.02855 valid_1's rmse: 5.00136 [16] valid_0's rmse: 4.92245 valid_1's rmse: 4.89531 [17] valid_0's rmse: 4.85767 valid_1's rmse: 4.83134 [18] valid_0's rmse: 4.77558 valid_1's rmse: 4.75051 [19] valid_0's rmse: 4.71004 valid_1's rmse: 4.68602 [20] valid_0's rmse: 4.67988 valid_1's rmse: 4.656 [21] valid_0's rmse: 4.62516 valid_1's rmse: 4.60155 [22] valid_0's rmse: 4.58381 valid_1's rmse: 4.56126 [23] valid_0's rmse: 4.54805 valid_1's rmse: 4.52686 [24] valid_0's rmse: 4.51488 valid_1's rmse: 4.49516 [25] valid_0's rmse: 4.4735 valid_1's rmse: 4.4542 [26] valid_0's rmse: 4.438 valid_1's rmse: 4.41923 [27] valid_0's rmse: 4.39666 valid_1's rmse: 4.37846 [28] valid_0's rmse: 4.3563 valid_1's rmse: 4.33835 [29] valid_0's rmse: 4.32895 valid_1's rmse: 4.31086 [30] valid_0's rmse: 4.29852 valid_1's rmse: 4.28058 [31] valid_0's rmse: 4.27315 valid_1's rmse: 4.25611 [32] valid_0's rmse: 4.24847 valid_1's rmse: 4.23151 [33] valid_0's rmse: 4.2375 valid_1's rmse: 4.22218 [34] valid_0's rmse: 4.2182 valid_1's rmse: 4.20342 [35] valid_0's rmse: 4.19523 valid_1's rmse: 4.18102 [36] valid_0's rmse: 4.18733 valid_1's rmse: 4.17388 [37] valid_0's rmse: 4.17653 valid_1's rmse: 4.16391 [38] valid_0's rmse: 4.1577 valid_1's rmse: 4.14597 [39] valid_0's rmse: 4.15172 valid_1's rmse: 4.14175 [40] valid_0's rmse: 4.14483 valid_1's rmse: 4.13542 [41] valid_0's rmse: 4.13412 valid_1's rmse: 4.12486 [42] valid_0's rmse: 4.12453 valid_1's rmse: 4.11722 [43] valid_0's rmse: 4.11528 valid_1's rmse: 4.10939 [44] valid_0's rmse: 4.10484 valid_1's rmse: 4.09956 [45] valid_0's rmse: 4.0963 valid_1's rmse: 4.09301 [46] valid_0's rmse: 4.08997 valid_1's rmse: 4.08729 [47] valid_0's rmse: 4.08007 valid_1's rmse: 4.07761 [48] valid_0's rmse: 4.06688 valid_1's rmse: 4.06484 [49] valid_0's rmse: 4.06397 valid_1's rmse: 4.0624 [50] valid_0's rmse: 4.05594 valid_1's rmse: 4.05632 [51] valid_0's rmse: 4.04256 valid_1's rmse: 4.04345 [52] valid_0's rmse: 4.03679 valid_1's rmse: 4.03858 [53] valid_0's rmse: 4.02748 valid_1's rmse: 4.0304 [54] valid_0's rmse: 4.01842 valid_1's rmse: 4.0216 [55] valid_0's rmse: 4.00654 valid_1's rmse: 4.01051 [56] valid_0's rmse: 3.99522 valid_1's rmse: 4.00065 [57] valid_0's rmse: 3.99289 valid_1's rmse: 3.99926 [58] valid_0's rmse: 3.98795 valid_1's rmse: 3.9953 [59] valid_0's rmse: 3.9825 valid_1's rmse: 3.99074 [60] valid_0's rmse: 3.97732 valid_1's rmse: 3.98693 [61] valid_0's rmse: 3.9726 valid_1's rmse: 3.98414 [62] valid_0's rmse: 3.96995 valid_1's rmse: 3.98313 [63] valid_0's rmse: 3.96408 valid_1's rmse: 3.97771 [64] valid_0's rmse: 3.96175 valid_1's rmse: 3.9766 [65] valid_0's rmse: 3.95822 valid_1's rmse: 3.97344 [66] valid_0's rmse: 3.95497 valid_1's rmse: 3.97132 [67] valid_0's rmse: 3.95029 valid_1's rmse: 3.96729 [68] valid_0's rmse: 3.94545 valid_1's rmse: 3.96368 [69] valid_0's rmse: 3.93994 valid_1's rmse: 3.95996 [70] valid_0's rmse: 3.93758 valid_1's rmse: 3.95869 [71] valid_0's rmse: 3.92923 valid_1's rmse: 3.95128 [72] valid_0's rmse: 3.92365 valid_1's rmse: 3.94696 [73] valid_0's rmse: 3.92003 valid_1's rmse: 3.94384 [74] valid_0's rmse: 3.91538 valid_1's rmse: 3.94004 [75] valid_0's rmse: 3.91003 valid_1's rmse: 3.93555 [76] valid_0's rmse: 3.9065 valid_1's rmse: 3.93309 [77] valid_0's rmse: 3.90275 valid_1's rmse: 3.93059 [78] valid_0's rmse: 3.9005 valid_1's rmse: 3.92889 [79] valid_0's rmse: 3.89721 valid_1's rmse: 3.92598 [80] valid_0's rmse: 3.89184 valid_1's rmse: 3.92139 [81] valid_0's rmse: 3.88622 valid_1's rmse: 3.9161 [82] valid_0's rmse: 3.88388 valid_1's rmse: 3.91486 [83] valid_0's rmse: 3.88056 valid_1's rmse: 3.9133 [84] valid_0's rmse: 3.87714 valid_1's rmse: 3.91082 [85] valid_0's rmse: 3.87292 valid_1's rmse: 3.90664 [86] valid_0's rmse: 3.86908 valid_1's rmse: 3.90378 [87] valid_0's rmse: 3.86734 valid_1's rmse: 3.90245 [88] valid_0's rmse: 3.86401 valid_1's rmse: 3.8996 [89] valid_0's rmse: 3.85758 valid_1's rmse: 3.89353 [90] valid_0's rmse: 3.85609 valid_1's rmse: 3.89331 [91] valid_0's rmse: 3.85094 valid_1's rmse: 3.88873 [92] valid_0's rmse: 3.84839 valid_1's rmse: 3.8873 [93] valid_0's rmse: 3.8458 valid_1's rmse: 3.88527 [94] valid_0's rmse: 3.84187 valid_1's rmse: 3.88195 [95] valid_0's rmse: 3.83872 valid_1's rmse: 3.87941 [96] valid_0's rmse: 3.83593 valid_1's rmse: 3.87861 [97] valid_0's rmse: 3.83323 valid_1's rmse: 3.87654 [98] valid_0's rmse: 3.83021 valid_1's rmse: 3.87416 [99] valid_0's rmse: 3.82748 valid_1's rmse: 3.8732 [100] valid_0's rmse: 3.82381 valid_1's rmse: 3.8703 [101] valid_0's rmse: 3.82044 valid_1's rmse: 3.86763 [102] valid_0's rmse: 3.81417 valid_1's rmse: 3.86105 [103] valid_0's rmse: 3.81209 valid_1's rmse: 3.8597 [104] valid_0's rmse: 3.80836 valid_1's rmse: 3.85623 [105] valid_0's rmse: 3.80581 valid_1's rmse: 3.85512 [106] valid_0's rmse: 3.80239 valid_1's rmse: 3.85249 [107] valid_0's rmse: 3.7985 valid_1's rmse: 3.84929 [108] valid_0's rmse: 3.7968 valid_1's rmse: 3.84854 [109] valid_0's rmse: 3.79532 valid_1's rmse: 3.84705 [110] valid_0's rmse: 3.79333 valid_1's rmse: 3.84549 [111] valid_0's rmse: 3.7914 valid_1's rmse: 3.84446 [112] valid_0's rmse: 3.78766 valid_1's rmse: 3.84117 [113] valid_0's rmse: 3.78621 valid_1's rmse: 3.84077 [114] valid_0's rmse: 3.78445 valid_1's rmse: 3.83927 [115] valid_0's rmse: 3.78299 valid_1's rmse: 3.83874 [116] valid_0's rmse: 3.77978 valid_1's rmse: 3.8357 [117] valid_0's rmse: 3.77834 valid_1's rmse: 3.83541 [118] valid_0's rmse: 3.77688 valid_1's rmse: 3.83444 [119] valid_0's rmse: 3.77388 valid_1's rmse: 3.83168 [120] valid_0's rmse: 3.77197 valid_1's rmse: 3.83075 [121] valid_0's rmse: 3.76902 valid_1's rmse: 3.82831 [122] valid_0's rmse: 3.76756 valid_1's rmse: 3.82752 [123] valid_0's rmse: 3.76562 valid_1's rmse: 3.82698 [124] valid_0's rmse: 3.76328 valid_1's rmse: 3.82579 [125] valid_0's rmse: 3.76155 valid_1's rmse: 3.82584 [126] valid_0's rmse: 3.7604 valid_1's rmse: 3.82494 [127] valid_0's rmse: 3.75735 valid_1's rmse: 3.82247 [128] valid_0's rmse: 3.75572 valid_1's rmse: 3.8218 [129] valid_0's rmse: 3.75396 valid_1's rmse: 3.82066 [130] valid_0's rmse: 3.75269 valid_1's rmse: 3.81976 [131] valid_0's rmse: 3.75059 valid_1's rmse: 3.81863 [132] valid_0's rmse: 3.74923 valid_1's rmse: 3.81816 [133] valid_0's rmse: 3.74674 valid_1's rmse: 3.81597 [134] valid_0's rmse: 3.74409 valid_1's rmse: 3.81361 [135] valid_0's rmse: 3.74281 valid_1's rmse: 3.81332 [136] valid_0's rmse: 3.74095 valid_1's rmse: 3.81237 [137] valid_0's rmse: 3.73967 valid_1's rmse: 3.81234 [138] valid_0's rmse: 3.73842 valid_1's rmse: 3.81198 [139] valid_0's rmse: 3.73686 valid_1's rmse: 3.81111 [140] valid_0's rmse: 3.73547 valid_1's rmse: 3.81038 [141] valid_0's rmse: 3.73314 valid_1's rmse: 3.80867 [142] valid_0's rmse: 3.73143 valid_1's rmse: 3.80791 [143] valid_0's rmse: 3.73009 valid_1's rmse: 3.80672 [144] valid_0's rmse: 3.72804 valid_1's rmse: 3.80501 [145] valid_0's rmse: 3.72687 valid_1's rmse: 3.80469 [146] valid_0's rmse: 3.72517 valid_1's rmse: 3.8032 [147] valid_0's rmse: 3.72409 valid_1's rmse: 3.80248 [148] valid_0's rmse: 3.72227 valid_1's rmse: 3.80213 [149] valid_0's rmse: 3.72075 valid_1's rmse: 3.80081 [150] valid_0's rmse: 3.71988 valid_1's rmse: 3.8006 [151] valid_0's rmse: 3.71823 valid_1's rmse: 3.7992 [152] valid_0's rmse: 3.71713 valid_1's rmse: 3.79892 [153] valid_0's rmse: 3.71583 valid_1's rmse: 3.79838 [154] valid_0's rmse: 3.7143 valid_1's rmse: 3.7976 [155] valid_0's rmse: 3.71161 valid_1's rmse: 3.79548 [156] valid_0's rmse: 3.71013 valid_1's rmse: 3.79429 [157] valid_0's rmse: 3.70882 valid_1's rmse: 3.79361 [158] valid_0's rmse: 3.70675 valid_1's rmse: 3.79198 [159] valid_0's rmse: 3.70529 valid_1's rmse: 3.79159 [160] valid_0's rmse: 3.70391 valid_1's rmse: 3.79041 [161] valid_0's rmse: 3.7026 valid_1's rmse: 3.79006 [162] valid_0's rmse: 3.7003 valid_1's rmse: 3.78804 [163] valid_0's rmse: 3.69864 valid_1's rmse: 3.7865 [164] valid_0's rmse: 3.69675 valid_1's rmse: 3.78541 [165] valid_0's rmse: 3.69522 valid_1's rmse: 3.7842 [166] valid_0's rmse: 3.69384 valid_1's rmse: 3.78366 [167] valid_0's rmse: 3.69247 valid_1's rmse: 3.7833 [168] valid_0's rmse: 3.69044 valid_1's rmse: 3.78276 [169] valid_0's rmse: 3.68875 valid_1's rmse: 3.7813 [170] valid_0's rmse: 3.68715 valid_1's rmse: 3.78109 [171] valid_0's rmse: 3.68529 valid_1's rmse: 3.78069 [172] valid_0's rmse: 3.68402 valid_1's rmse: 3.7802 [173] valid_0's rmse: 3.68305 valid_1's rmse: 3.77986 [174] valid_0's rmse: 3.68184 valid_1's rmse: 3.77914 [175] valid_0's rmse: 3.68016 valid_1's rmse: 3.77764 [176] valid_0's rmse: 3.67882 valid_1's rmse: 3.7766 [177] valid_0's rmse: 3.67776 valid_1's rmse: 3.77648 [178] valid_0's rmse: 3.676 valid_1's rmse: 3.7753 [179] valid_0's rmse: 3.67463 valid_1's rmse: 3.77402 [180] valid_0's rmse: 3.67264 valid_1's rmse: 3.77243 [181] valid_0's rmse: 3.67117 valid_1's rmse: 3.7716 [182] valid_0's rmse: 3.66976 valid_1's rmse: 3.77085 [183] valid_0's rmse: 3.66853 valid_1's rmse: 3.77016 [184] valid_0's rmse: 3.66719 valid_1's rmse: 3.76919 [185] valid_0's rmse: 3.66624 valid_1's rmse: 3.7688 [186] valid_0's rmse: 3.66436 valid_1's rmse: 3.76761 [187] valid_0's rmse: 3.66231 valid_1's rmse: 3.76631 [188] valid_0's rmse: 3.66143 valid_1's rmse: 3.76582 [189] valid_0's rmse: 3.66033 valid_1's rmse: 3.76604 [190] valid_0's rmse: 3.65749 valid_1's rmse: 3.76304 [191] valid_0's rmse: 3.65635 valid_1's rmse: 3.7628 [192] valid_0's rmse: 3.65473 valid_1's rmse: 3.76141 [193] valid_0's rmse: 3.65312 valid_1's rmse: 3.76046 [194] valid_0's rmse: 3.65191 valid_1's rmse: 3.75964 [195] valid_0's rmse: 3.65094 valid_1's rmse: 3.75985 [196] valid_0's rmse: 3.65 valid_1's rmse: 3.75954 [197] valid_0's rmse: 3.64878 valid_1's rmse: 3.75864 [198] valid_0's rmse: 3.64765 valid_1's rmse: 3.75808 [199] valid_0's rmse: 3.64635 valid_1's rmse: 3.75696 [200] valid_0's rmse: 3.6451 valid_1's rmse: 3.75605 [201] valid_0's rmse: 3.64415 valid_1's rmse: 3.75557 [202] valid_0's rmse: 3.6425 valid_1's rmse: 3.75442 [203] valid_0's rmse: 3.64123 valid_1's rmse: 3.75401 [204] valid_0's rmse: 3.63989 valid_1's rmse: 3.75295 [205] valid_0's rmse: 3.63904 valid_1's rmse: 3.75236 [206] valid_0's rmse: 3.63818 valid_1's rmse: 3.75231 [207] valid_0's rmse: 3.6366 valid_1's rmse: 3.7515 [208] valid_0's rmse: 3.63587 valid_1's rmse: 3.75141 [209] valid_0's rmse: 3.63493 valid_1's rmse: 3.75135 [210] valid_0's rmse: 3.63394 valid_1's rmse: 3.75083 [211] valid_0's rmse: 3.63311 valid_1's rmse: 3.75032 [212] valid_0's rmse: 3.63197 valid_1's rmse: 3.74984 [213] valid_0's rmse: 3.63108 valid_1's rmse: 3.74914 [214] valid_0's rmse: 3.63008 valid_1's rmse: 3.74833 [215] valid_0's rmse: 3.62921 valid_1's rmse: 3.74838 [216] valid_0's rmse: 3.62835 valid_1's rmse: 3.74795 [217] valid_0's rmse: 3.62727 valid_1's rmse: 3.7473 [218] valid_0's rmse: 3.6256 valid_1's rmse: 3.74594 [219] valid_0's rmse: 3.62465 valid_1's rmse: 3.74538 [220] valid_0's rmse: 3.62385 valid_1's rmse: 3.74518 [221] valid_0's rmse: 3.62255 valid_1's rmse: 3.74472 [222] valid_0's rmse: 3.62152 valid_1's rmse: 3.74413 [223] valid_0's rmse: 3.62024 valid_1's rmse: 3.74344 [224] valid_0's rmse: 3.6189 valid_1's rmse: 3.74317 [225] valid_0's rmse: 3.61821 valid_1's rmse: 3.74332 [226] valid_0's rmse: 3.61748 valid_1's rmse: 3.74337 [227] valid_0's rmse: 3.61671 valid_1's rmse: 3.7432 [228] valid_0's rmse: 3.61586 valid_1's rmse: 3.74287 [229] valid_0's rmse: 3.61497 valid_1's rmse: 3.74283 [230] valid_0's rmse: 3.61421 valid_1's rmse: 3.74246 [231] valid_0's rmse: 3.61296 valid_1's rmse: 3.74145 [232] valid_0's rmse: 3.61212 valid_1's rmse: 3.74141 [233] valid_0's rmse: 3.61132 valid_1's rmse: 3.74097 [234] valid_0's rmse: 3.61032 valid_1's rmse: 3.74037 [235] valid_0's rmse: 3.60956 valid_1's rmse: 3.74022 [236] valid_0's rmse: 3.60822 valid_1's rmse: 3.73922 [237] valid_0's rmse: 3.60735 valid_1's rmse: 3.7393 [238] valid_0's rmse: 3.60647 valid_1's rmse: 3.73925 [239] valid_0's rmse: 3.60544 valid_1's rmse: 3.73889 [240] valid_0's rmse: 3.60485 valid_1's rmse: 3.73879 [241] valid_0's rmse: 3.60405 valid_1's rmse: 3.73857 [242] valid_0's rmse: 3.60326 valid_1's rmse: 3.73826 [243] valid_0's rmse: 3.6021 valid_1's rmse: 3.73753 [244] valid_0's rmse: 3.60103 valid_1's rmse: 3.73714 [245] valid_0's rmse: 3.60029 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[487] valid_0's rmse: 3.44657 valid_1's rmse: 3.69062 [488] valid_0's rmse: 3.44614 valid_1's rmse: 3.69042 [489] valid_0's rmse: 3.44573 valid_1's rmse: 3.6903 [490] valid_0's rmse: 3.4455 valid_1's rmse: 3.69023 [491] valid_0's rmse: 3.44513 valid_1's rmse: 3.69029 [492] valid_0's rmse: 3.4448 valid_1's rmse: 3.69033 [493] valid_0's rmse: 3.44426 valid_1's rmse: 3.69002 [494] valid_0's rmse: 3.44362 valid_1's rmse: 3.6901 [495] valid_0's rmse: 3.44333 valid_1's rmse: 3.69002 [496] valid_0's rmse: 3.44272 valid_1's rmse: 3.69 [497] valid_0's rmse: 3.44239 valid_1's rmse: 3.68991 [498] valid_0's rmse: 3.44205 valid_1's rmse: 3.68976 [499] valid_0's rmse: 3.44192 valid_1's rmse: 3.68975 [500] valid_0's rmse: 3.44137 valid_1's rmse: 3.68988 [501] valid_0's rmse: 3.44078 valid_1's rmse: 3.68971 [502] valid_0's rmse: 3.4401 valid_1's rmse: 3.69034 [503] valid_0's rmse: 3.43946 valid_1's rmse: 3.69057 [504] valid_0's rmse: 3.4389 valid_1's rmse: 3.69076 [505] valid_0's rmse: 3.43837 valid_1's rmse: 3.69053 [506] valid_0's rmse: 3.43773 valid_1's rmse: 3.69071 [507] valid_0's rmse: 3.43716 valid_1's rmse: 3.69081 [508] valid_0's rmse: 3.43678 valid_1's rmse: 3.6905 [509] valid_0's rmse: 3.43629 valid_1's rmse: 3.69018 [510] valid_0's rmse: 3.43578 valid_1's rmse: 3.69001 [511] valid_0's rmse: 3.43547 valid_1's rmse: 3.68989 [512] valid_0's rmse: 3.43527 valid_1's rmse: 3.6899 [513] valid_0's rmse: 3.43501 valid_1's rmse: 3.68988 [514] valid_0's rmse: 3.43428 valid_1's rmse: 3.68974 [515] valid_0's rmse: 3.43344 valid_1's rmse: 3.68968 [516] valid_0's rmse: 3.43309 valid_1's rmse: 3.68965 [517] valid_0's rmse: 3.43274 valid_1's rmse: 3.68934 [518] valid_0's rmse: 3.43247 valid_1's rmse: 3.68935 [519] valid_0's rmse: 3.4322 valid_1's rmse: 3.68935 [520] valid_0's rmse: 3.43191 valid_1's rmse: 3.68921 [521] valid_0's rmse: 3.43116 valid_1's rmse: 3.68955 [522] valid_0's rmse: 3.4306 valid_1's rmse: 3.68949 [523] valid_0's rmse: 3.43016 valid_1's rmse: 3.68958 [524] valid_0's rmse: 3.42981 valid_1's rmse: 3.6896 [525] valid_0's rmse: 3.42942 valid_1's rmse: 3.68945 [526] valid_0's rmse: 3.429 valid_1's rmse: 3.68942 [527] valid_0's rmse: 3.42869 valid_1's rmse: 3.68939 [528] valid_0's rmse: 3.42835 valid_1's rmse: 3.6894 [529] valid_0's rmse: 3.42798 valid_1's rmse: 3.68929 [530] valid_0's rmse: 3.42767 valid_1's rmse: 3.68928 [531] valid_0's rmse: 3.42724 valid_1's rmse: 3.68936 [532] valid_0's rmse: 3.42649 valid_1's rmse: 3.68914 [533] valid_0's rmse: 3.42613 valid_1's rmse: 3.68904 [534] valid_0's rmse: 3.42585 valid_1's rmse: 3.68899 [535] valid_0's rmse: 3.42542 valid_1's rmse: 3.68897 [536] valid_0's rmse: 3.42521 valid_1's rmse: 3.689 [537] valid_0's rmse: 3.42483 valid_1's rmse: 3.6889 [538] valid_0's rmse: 3.42442 valid_1's rmse: 3.68909 [539] valid_0's rmse: 3.42412 valid_1's rmse: 3.68904 [540] valid_0's rmse: 3.42375 valid_1's rmse: 3.68905 [541] valid_0's rmse: 3.42327 valid_1's rmse: 3.68885 [542] valid_0's rmse: 3.42268 valid_1's rmse: 3.68873 [543] valid_0's rmse: 3.4221 valid_1's rmse: 3.68864 [544] valid_0's rmse: 3.42169 valid_1's rmse: 3.68837 [545] valid_0's rmse: 3.42129 valid_1's rmse: 3.68837 [546] valid_0's rmse: 3.42086 valid_1's rmse: 3.68875 [547] valid_0's rmse: 3.42035 valid_1's rmse: 3.68846 [548] valid_0's rmse: 3.41991 valid_1's rmse: 3.68874 [549] valid_0's rmse: 3.41947 valid_1's rmse: 3.68838 [550] valid_0's rmse: 3.41922 valid_1's rmse: 3.6883 [551] valid_0's rmse: 3.41889 valid_1's rmse: 3.68818 [552] valid_0's rmse: 3.41856 valid_1's rmse: 3.6882 [553] valid_0's rmse: 3.41824 valid_1's rmse: 3.68816 [554] valid_0's rmse: 3.41782 valid_1's rmse: 3.68807 [555] valid_0's rmse: 3.41729 valid_1's rmse: 3.68792 [556] valid_0's rmse: 3.41701 valid_1's rmse: 3.68776 [557] valid_0's rmse: 3.41662 valid_1's rmse: 3.6877 [558] valid_0's rmse: 3.41636 valid_1's rmse: 3.68756 [559] valid_0's rmse: 3.41594 valid_1's rmse: 3.68767 [560] valid_0's rmse: 3.4157 valid_1's rmse: 3.68764 [561] valid_0's rmse: 3.41527 valid_1's rmse: 3.68763 [562] valid_0's rmse: 3.41474 valid_1's rmse: 3.68755 [563] valid_0's rmse: 3.41435 valid_1's rmse: 3.68756 [564] valid_0's rmse: 3.41365 valid_1's rmse: 3.68758 [565] valid_0's rmse: 3.41298 valid_1's rmse: 3.68711 [566] valid_0's rmse: 3.41263 valid_1's rmse: 3.68711 [567] valid_0's rmse: 3.41233 valid_1's rmse: 3.68713 [568] valid_0's rmse: 3.41209 valid_1's rmse: 3.68714 [569] valid_0's rmse: 3.41168 valid_1's rmse: 3.68697 [570] valid_0's rmse: 3.41124 valid_1's rmse: 3.68694 [571] valid_0's rmse: 3.41087 valid_1's rmse: 3.68699 [572] valid_0's rmse: 3.41021 valid_1's rmse: 3.68661 [573] valid_0's rmse: 3.40966 valid_1's rmse: 3.68661 [574] valid_0's rmse: 3.40932 valid_1's rmse: 3.68631 [575] valid_0's rmse: 3.40908 valid_1's rmse: 3.6863 [576] valid_0's rmse: 3.40866 valid_1's rmse: 3.6863 [577] valid_0's rmse: 3.40822 valid_1's rmse: 3.68618 [578] valid_0's rmse: 3.4079 valid_1's rmse: 3.68615 [579] valid_0's rmse: 3.40761 valid_1's rmse: 3.6862 [580] valid_0's rmse: 3.40695 valid_1's rmse: 3.68618 [581] valid_0's rmse: 3.40628 valid_1's rmse: 3.68615 [582] valid_0's rmse: 3.4058 valid_1's rmse: 3.68612 [583] valid_0's rmse: 3.40532 valid_1's rmse: 3.68615 [584] valid_0's rmse: 3.40496 valid_1's rmse: 3.68611 [585] valid_0's rmse: 3.40447 valid_1's rmse: 3.68594 [586] valid_0's rmse: 3.40427 valid_1's rmse: 3.68592 [587] valid_0's rmse: 3.40375 valid_1's rmse: 3.68561 [588] valid_0's rmse: 3.40338 valid_1's rmse: 3.68543 [589] valid_0's rmse: 3.40327 valid_1's rmse: 3.68543 [590] valid_0's rmse: 3.40307 valid_1's rmse: 3.68534 [591] valid_0's rmse: 3.40258 valid_1's rmse: 3.68536 [592] valid_0's rmse: 3.40215 valid_1's rmse: 3.68525 [593] valid_0's rmse: 3.40189 valid_1's rmse: 3.68519 [594] valid_0's rmse: 3.40157 valid_1's rmse: 3.68517 [595] valid_0's rmse: 3.40128 valid_1's rmse: 3.68508 [596] valid_0's rmse: 3.40053 valid_1's rmse: 3.68477 [597] valid_0's rmse: 3.40022 valid_1's rmse: 3.68471 [598] valid_0's rmse: 3.39997 valid_1's rmse: 3.68457 [599] valid_0's rmse: 3.39972 valid_1's rmse: 3.68462 [600] valid_0's rmse: 3.39935 valid_1's rmse: 3.68451 [601] valid_0's rmse: 3.39888 valid_1's rmse: 3.68442 [602] valid_0's rmse: 3.39836 valid_1's rmse: 3.68409 [603] valid_0's rmse: 3.39797 valid_1's rmse: 3.68413 [604] valid_0's rmse: 3.39757 valid_1's rmse: 3.68392 [605] valid_0's rmse: 3.39718 valid_1's rmse: 3.68386 [606] valid_0's rmse: 3.39668 valid_1's rmse: 3.68361 [607] valid_0's rmse: 3.39604 valid_1's rmse: 3.68328 [608] valid_0's rmse: 3.3957 valid_1's rmse: 3.68317 [609] valid_0's rmse: 3.3955 valid_1's rmse: 3.68322 [610] valid_0's rmse: 3.3953 valid_1's rmse: 3.68319 [611] valid_0's rmse: 3.39473 valid_1's rmse: 3.68329 [612] valid_0's rmse: 3.39406 valid_1's rmse: 3.68306 [613] valid_0's rmse: 3.39371 valid_1's rmse: 3.68297 [614] valid_0's rmse: 3.3933 valid_1's rmse: 3.6832 [615] valid_0's rmse: 3.393 valid_1's rmse: 3.68303 [616] valid_0's rmse: 3.39275 valid_1's rmse: 3.683 [617] valid_0's rmse: 3.39239 valid_1's rmse: 3.6829 [618] valid_0's rmse: 3.39174 valid_1's rmse: 3.68274 [619] valid_0's rmse: 3.39136 valid_1's rmse: 3.68272 [620] valid_0's rmse: 3.39102 valid_1's rmse: 3.68274 [621] valid_0's rmse: 3.39047 valid_1's rmse: 3.68258 [622] valid_0's rmse: 3.39015 valid_1's rmse: 3.68251 [623] valid_0's rmse: 3.38988 valid_1's rmse: 3.68257 [624] valid_0's rmse: 3.38956 valid_1's rmse: 3.68267 [625] valid_0's rmse: 3.38925 valid_1's rmse: 3.68268 [626] valid_0's rmse: 3.3888 valid_1's rmse: 3.68245 [627] valid_0's rmse: 3.38844 valid_1's rmse: 3.68256 [628] valid_0's rmse: 3.38811 valid_1's rmse: 3.68243 [629] valid_0's rmse: 3.38748 valid_1's rmse: 3.68218 [630] valid_0's rmse: 3.38701 valid_1's rmse: 3.68193 [631] valid_0's rmse: 3.3866 valid_1's rmse: 3.6817 [632] valid_0's rmse: 3.38635 valid_1's rmse: 3.68163 [633] valid_0's rmse: 3.38607 valid_1's rmse: 3.68148 [634] valid_0's rmse: 3.38573 valid_1's rmse: 3.6815 [635] valid_0's rmse: 3.38533 valid_1's rmse: 3.68141 [636] valid_0's rmse: 3.38479 valid_1's rmse: 3.68117 [637] valid_0's rmse: 3.38452 valid_1's rmse: 3.681 [638] valid_0's rmse: 3.38421 valid_1's rmse: 3.68087 [639] valid_0's rmse: 3.38387 valid_1's rmse: 3.68056 [640] valid_0's rmse: 3.38298 valid_1's rmse: 3.68093 [641] valid_0's rmse: 3.38279 valid_1's rmse: 3.68093 [642] valid_0's rmse: 3.38249 valid_1's rmse: 3.68096 [643] valid_0's rmse: 3.38224 valid_1's rmse: 3.68091 [644] valid_0's rmse: 3.38182 valid_1's rmse: 3.68104 [645] valid_0's rmse: 3.38142 valid_1's rmse: 3.68088 [646] valid_0's rmse: 3.381 valid_1's rmse: 3.68077 [647] valid_0's rmse: 3.38076 valid_1's rmse: 3.68075 [648] valid_0's rmse: 3.38048 valid_1's rmse: 3.68074 [649] valid_0's rmse: 3.37983 valid_1's rmse: 3.68051 [650] valid_0's rmse: 3.37944 valid_1's rmse: 3.6804 [651] valid_0's rmse: 3.37895 valid_1's rmse: 3.6802 [652] valid_0's rmse: 3.37854 valid_1's rmse: 3.68005 [653] valid_0's rmse: 3.37826 valid_1's rmse: 3.68005 [654] valid_0's rmse: 3.37796 valid_1's rmse: 3.67996 [655] valid_0's rmse: 3.37745 valid_1's rmse: 3.68019 [656] valid_0's rmse: 3.37711 valid_1's rmse: 3.68017 [657] valid_0's rmse: 3.37669 valid_1's rmse: 3.68014 [658] valid_0's rmse: 3.37636 valid_1's rmse: 3.68015 [659] valid_0's rmse: 3.37589 valid_1's rmse: 3.67995 [660] valid_0's rmse: 3.37531 valid_1's rmse: 3.67966 [661] valid_0's rmse: 3.37484 valid_1's rmse: 3.6797 [662] valid_0's rmse: 3.3744 valid_1's rmse: 3.67987 [663] valid_0's rmse: 3.37382 valid_1's rmse: 3.67995 [664] valid_0's rmse: 3.37346 valid_1's rmse: 3.68007 [665] valid_0's rmse: 3.37315 valid_1's rmse: 3.68012 [666] valid_0's rmse: 3.37265 valid_1's rmse: 3.68021 [667] valid_0's rmse: 3.37226 valid_1's rmse: 3.68 [668] valid_0's rmse: 3.37184 valid_1's rmse: 3.68005 [669] valid_0's rmse: 3.37149 valid_1's rmse: 3.68007 [670] valid_0's rmse: 3.37127 valid_1's rmse: 3.68004 [671] valid_0's rmse: 3.37057 valid_1's rmse: 3.68078 [672] valid_0's rmse: 3.37018 valid_1's rmse: 3.6807 [673] valid_0's rmse: 3.36984 valid_1's rmse: 3.68079 [674] valid_0's rmse: 3.36955 valid_1's rmse: 3.68064 [675] valid_0's rmse: 3.3689 valid_1's rmse: 3.68027 [676] valid_0's rmse: 3.36862 valid_1's rmse: 3.68024 [677] valid_0's rmse: 3.3685 valid_1's rmse: 3.68024 [678] valid_0's rmse: 3.36833 valid_1's rmse: 3.6802 [679] valid_0's rmse: 3.36778 valid_1's rmse: 3.68016 [680] valid_0's rmse: 3.36753 valid_1's rmse: 3.67998 Early stopping, best iteration is: [660] valid_0's rmse: 3.37531 valid_1's rmse: 3.67966 SCORE: 3.679658610745873 [1] valid_0's rmse: 8.97699 valid_1's rmse: 8.93664 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38266 valid_1's rmse: 8.34325 [3] valid_0's rmse: 7.86094 valid_1's rmse: 7.82281 [4] valid_0's rmse: 7.39679 valid_1's rmse: 7.36003 [5] valid_0's rmse: 6.99837 valid_1's rmse: 6.96306 [6] valid_0's rmse: 6.6472 valid_1's rmse: 6.61261 [7] valid_0's rmse: 6.35901 valid_1's rmse: 6.32565 [8] valid_0's rmse: 6.1006 valid_1's rmse: 6.06808 [9] valid_0's rmse: 5.87425 valid_1's rmse: 5.84281 [10] valid_0's rmse: 5.6798 valid_1's rmse: 5.64963 [11] valid_0's rmse: 5.5066 valid_1's rmse: 5.47781 [12] valid_0's rmse: 5.34909 valid_1's rmse: 5.32277 [13] valid_0's rmse: 5.21771 valid_1's rmse: 5.19196 [14] valid_0's rmse: 5.10165 valid_1's rmse: 5.07616 [15] valid_0's rmse: 4.98245 valid_1's rmse: 4.95818 [16] valid_0's rmse: 4.87926 valid_1's rmse: 4.85539 [17] valid_0's rmse: 4.78798 valid_1's rmse: 4.76487 [18] valid_0's rmse: 4.72269 valid_1's rmse: 4.70006 [19] valid_0's rmse: 4.64777 valid_1's rmse: 4.62647 [20] valid_0's rmse: 4.59322 valid_1's rmse: 4.57146 [21] valid_0's rmse: 4.54986 valid_1's rmse: 4.52996 [22] valid_0's rmse: 4.51066 valid_1's rmse: 4.49066 [23] valid_0's rmse: 4.4739 valid_1's rmse: 4.4551 [24] valid_0's rmse: 4.44361 valid_1's rmse: 4.42539 [25] valid_0's rmse: 4.40312 valid_1's rmse: 4.38592 [26] valid_0's rmse: 4.37215 valid_1's rmse: 4.3557 [27] valid_0's rmse: 4.33982 valid_1's rmse: 4.32354 [28] valid_0's rmse: 4.30453 valid_1's rmse: 4.28859 [29] valid_0's rmse: 4.28282 valid_1's rmse: 4.26819 [30] valid_0's rmse: 4.26014 valid_1's rmse: 4.24579 [31] valid_0's rmse: 4.24006 valid_1's rmse: 4.2276 [32] valid_0's rmse: 4.21421 valid_1's rmse: 4.20176 [33] valid_0's rmse: 4.19495 valid_1's rmse: 4.18368 [34] valid_0's rmse: 4.1732 valid_1's rmse: 4.16251 [35] valid_0's rmse: 4.16098 valid_1's rmse: 4.15086 [36] valid_0's rmse: 4.14968 valid_1's rmse: 4.13959 [37] valid_0's rmse: 4.13938 valid_1's rmse: 4.13052 [38] valid_0's rmse: 4.12919 valid_1's rmse: 4.12099 [39] valid_0's rmse: 4.12329 valid_1's rmse: 4.11542 [40] valid_0's rmse: 4.11097 valid_1's rmse: 4.10399 [41] valid_0's rmse: 4.09874 valid_1's rmse: 4.09219 [42] valid_0's rmse: 4.09065 valid_1's rmse: 4.08549 [43] valid_0's rmse: 4.08397 valid_1's rmse: 4.08107 [44] valid_0's rmse: 4.06628 valid_1's rmse: 4.06319 [45] valid_0's rmse: 4.05398 valid_1's rmse: 4.05351 [46] valid_0's rmse: 4.04827 valid_1's rmse: 4.04876 [47] valid_0's rmse: 4.04312 valid_1's rmse: 4.04608 [48] valid_0's rmse: 4.03139 valid_1's rmse: 4.03445 [49] valid_0's rmse: 4.02792 valid_1's rmse: 4.03172 [50] valid_0's rmse: 4.02052 valid_1's rmse: 4.02599 [51] valid_0's rmse: 4.01208 valid_1's rmse: 4.01869 [52] valid_0's rmse: 4.00623 valid_1's rmse: 4.01663 [53] valid_0's rmse: 4.00134 valid_1's rmse: 4.01234 [54] valid_0's rmse: 3.99232 valid_1's rmse: 4.00375 [55] valid_0's rmse: 3.98664 valid_1's rmse: 3.99827 [56] valid_0's rmse: 3.98083 valid_1's rmse: 3.99368 [57] valid_0's rmse: 3.97688 valid_1's rmse: 3.99048 [58] valid_0's rmse: 3.97235 valid_1's rmse: 3.9871 [59] valid_0's rmse: 3.96816 valid_1's rmse: 3.98369 [60] valid_0's rmse: 3.96329 valid_1's rmse: 3.97956 [61] valid_0's rmse: 3.95158 valid_1's rmse: 3.96831 [62] valid_0's rmse: 3.94674 valid_1's rmse: 3.96592 [63] valid_0's rmse: 3.94234 valid_1's rmse: 3.96221 [64] valid_0's rmse: 3.9388 valid_1's rmse: 3.96018 [65] valid_0's rmse: 3.93255 valid_1's rmse: 3.95469 [66] valid_0's rmse: 3.92734 valid_1's rmse: 3.9501 [67] valid_0's rmse: 3.91704 valid_1's rmse: 3.94009 [68] valid_0's rmse: 3.91403 valid_1's rmse: 3.93798 [69] valid_0's rmse: 3.90878 valid_1's rmse: 3.93321 [70] valid_0's rmse: 3.90604 valid_1's rmse: 3.93231 [71] valid_0's rmse: 3.89629 valid_1's rmse: 3.92279 [72] valid_0's rmse: 3.89125 valid_1's rmse: 3.91809 [73] valid_0's rmse: 3.88809 valid_1's rmse: 3.91603 [74] valid_0's rmse: 3.88303 valid_1's rmse: 3.91125 [75] valid_0's rmse: 3.87966 valid_1's rmse: 3.90835 [76] valid_0's rmse: 3.87728 valid_1's rmse: 3.90659 [77] valid_0's rmse: 3.87328 valid_1's rmse: 3.90346 [78] valid_0's rmse: 3.87103 valid_1's rmse: 3.90215 [79] valid_0's rmse: 3.8665 valid_1's rmse: 3.89859 [80] valid_0's rmse: 3.86393 valid_1's rmse: 3.89696 [81] valid_0's rmse: 3.85953 valid_1's rmse: 3.89429 [82] valid_0's rmse: 3.85653 valid_1's rmse: 3.89222 [83] valid_0's rmse: 3.85205 valid_1's rmse: 3.88881 [84] valid_0's rmse: 3.8442 valid_1's rmse: 3.88194 [85] valid_0's rmse: 3.84071 valid_1's rmse: 3.87907 [86] valid_0's rmse: 3.8371 valid_1's rmse: 3.87635 [87] valid_0's rmse: 3.83084 valid_1's rmse: 3.87035 [88] valid_0's rmse: 3.82802 valid_1's rmse: 3.86961 [89] valid_0's rmse: 3.82503 valid_1's rmse: 3.86778 [90] valid_0's rmse: 3.82249 valid_1's rmse: 3.86637 [91] valid_0's rmse: 3.81759 valid_1's rmse: 3.86167 [92] valid_0's rmse: 3.81314 valid_1's rmse: 3.85753 [93] valid_0's rmse: 3.8108 valid_1's rmse: 3.85581 [94] valid_0's rmse: 3.8054 valid_1's rmse: 3.85073 [95] valid_0's rmse: 3.80204 valid_1's rmse: 3.84985 [96] valid_0's rmse: 3.79837 valid_1's rmse: 3.84665 [97] valid_0's rmse: 3.79639 valid_1's rmse: 3.84599 [98] valid_0's rmse: 3.79468 valid_1's rmse: 3.84571 [99] valid_0's rmse: 3.79162 valid_1's rmse: 3.84485 [100] valid_0's rmse: 3.78982 valid_1's rmse: 3.8435 [101] valid_0's rmse: 3.78712 valid_1's rmse: 3.84127 [102] valid_0's rmse: 3.7825 valid_1's rmse: 3.83705 [103] valid_0's rmse: 3.77989 valid_1's rmse: 3.83474 [104] valid_0's rmse: 3.77716 valid_1's rmse: 3.83372 [105] valid_0's rmse: 3.77477 valid_1's rmse: 3.83268 [106] valid_0's rmse: 3.77186 valid_1's rmse: 3.83034 [107] valid_0's rmse: 3.76995 valid_1's rmse: 3.82865 [108] valid_0's rmse: 3.76748 valid_1's rmse: 3.82747 [109] valid_0's rmse: 3.76272 valid_1's rmse: 3.82306 [110] valid_0's rmse: 3.76039 valid_1's rmse: 3.82147 [111] valid_0's rmse: 3.75677 valid_1's rmse: 3.81848 [112] valid_0's rmse: 3.75457 valid_1's rmse: 3.81685 [113] valid_0's rmse: 3.75306 valid_1's rmse: 3.81624 [114] valid_0's rmse: 3.7494 valid_1's rmse: 3.81287 [115] 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valid_1's rmse: 3.65704 [635] valid_0's rmse: 3.33605 valid_1's rmse: 3.65696 [636] valid_0's rmse: 3.33569 valid_1's rmse: 3.65695 [637] valid_0's rmse: 3.33517 valid_1's rmse: 3.65664 [638] valid_0's rmse: 3.33486 valid_1's rmse: 3.6567 [639] valid_0's rmse: 3.3344 valid_1's rmse: 3.65663 [640] valid_0's rmse: 3.33414 valid_1's rmse: 3.65648 [641] valid_0's rmse: 3.33352 valid_1's rmse: 3.65698 [642] valid_0's rmse: 3.33319 valid_1's rmse: 3.65707 [643] valid_0's rmse: 3.33281 valid_1's rmse: 3.65704 [644] valid_0's rmse: 3.33241 valid_1's rmse: 3.65705 [645] valid_0's rmse: 3.33216 valid_1's rmse: 3.657 [646] valid_0's rmse: 3.33179 valid_1's rmse: 3.65692 [647] valid_0's rmse: 3.3314 valid_1's rmse: 3.65677 [648] valid_0's rmse: 3.33119 valid_1's rmse: 3.65672 [649] valid_0's rmse: 3.33103 valid_1's rmse: 3.65662 [650] valid_0's rmse: 3.33065 valid_1's rmse: 3.65657 [651] valid_0's rmse: 3.33045 valid_1's rmse: 3.65647 [652] valid_0's rmse: 3.33003 valid_1's rmse: 3.65648 [653] valid_0's rmse: 3.32983 valid_1's rmse: 3.65639 [654] valid_0's rmse: 3.32785 valid_1's rmse: 3.65466 [655] valid_0's rmse: 3.32735 valid_1's rmse: 3.65475 [656] valid_0's rmse: 3.32704 valid_1's rmse: 3.65464 [657] valid_0's rmse: 3.32674 valid_1's rmse: 3.65462 [658] valid_0's rmse: 3.32637 valid_1's rmse: 3.65449 [659] valid_0's rmse: 3.32598 valid_1's rmse: 3.65503 [660] valid_0's rmse: 3.32543 valid_1's rmse: 3.65479 [661] valid_0's rmse: 3.32506 valid_1's rmse: 3.6547 [662] valid_0's rmse: 3.32469 valid_1's rmse: 3.65462 [663] valid_0's rmse: 3.32416 valid_1's rmse: 3.65503 [664] valid_0's rmse: 3.32378 valid_1's rmse: 3.6549 [665] valid_0's rmse: 3.32336 valid_1's rmse: 3.65485 [666] valid_0's rmse: 3.32305 valid_1's rmse: 3.65479 [667] valid_0's rmse: 3.32249 valid_1's rmse: 3.65461 [668] valid_0's rmse: 3.32212 valid_1's rmse: 3.65456 [669] valid_0's rmse: 3.32168 valid_1's rmse: 3.6546 [670] valid_0's rmse: 3.32131 valid_1's rmse: 3.65467 [671] valid_0's rmse: 3.32086 valid_1's rmse: 3.65474 [672] valid_0's rmse: 3.32054 valid_1's rmse: 3.65457 [673] valid_0's rmse: 3.32019 valid_1's rmse: 3.65444 [674] valid_0's rmse: 3.31989 valid_1's rmse: 3.65427 [675] valid_0's rmse: 3.31959 valid_1's rmse: 3.65425 [676] valid_0's rmse: 3.31921 valid_1's rmse: 3.65419 [677] valid_0's rmse: 3.31881 valid_1's rmse: 3.65437 [678] valid_0's rmse: 3.3185 valid_1's rmse: 3.65448 [679] valid_0's rmse: 3.31803 valid_1's rmse: 3.65456 [680] valid_0's rmse: 3.31759 valid_1's rmse: 3.65436 [681] valid_0's rmse: 3.31733 valid_1's rmse: 3.65445 [682] valid_0's rmse: 3.31703 valid_1's rmse: 3.65442 [683] valid_0's rmse: 3.31685 valid_1's rmse: 3.65433 [684] valid_0's rmse: 3.31636 valid_1's rmse: 3.65408 [685] valid_0's rmse: 3.31604 valid_1's rmse: 3.65423 [686] valid_0's rmse: 3.31573 valid_1's rmse: 3.65434 [687] valid_0's rmse: 3.31556 valid_1's rmse: 3.65442 [688] valid_0's rmse: 3.31527 valid_1's rmse: 3.65428 [689] valid_0's rmse: 3.31487 valid_1's rmse: 3.6544 [690] valid_0's rmse: 3.3147 valid_1's rmse: 3.65445 [691] valid_0's rmse: 3.31449 valid_1's rmse: 3.65447 [692] valid_0's rmse: 3.31416 valid_1's rmse: 3.65452 [693] valid_0's rmse: 3.31388 valid_1's rmse: 3.65448 [694] valid_0's rmse: 3.31357 valid_1's rmse: 3.6544 [695] valid_0's rmse: 3.31322 valid_1's rmse: 3.65448 [696] valid_0's rmse: 3.31309 valid_1's rmse: 3.65449 [697] valid_0's rmse: 3.31268 valid_1's rmse: 3.65432 [698] valid_0's rmse: 3.31218 valid_1's rmse: 3.65403 [699] valid_0's rmse: 3.31178 valid_1's rmse: 3.65391 [700] valid_0's rmse: 3.31132 valid_1's rmse: 3.65373 [701] valid_0's rmse: 3.31102 valid_1's rmse: 3.65389 [702] valid_0's rmse: 3.31082 valid_1's rmse: 3.65395 [703] valid_0's rmse: 3.31061 valid_1's rmse: 3.65385 [704] valid_0's rmse: 3.31036 valid_1's rmse: 3.65374 [705] valid_0's rmse: 3.31022 valid_1's rmse: 3.6537 [706] valid_0's rmse: 3.30977 valid_1's rmse: 3.65353 [707] valid_0's rmse: 3.30962 valid_1's rmse: 3.65347 [708] valid_0's rmse: 3.30934 valid_1's rmse: 3.65337 [709] valid_0's rmse: 3.30888 valid_1's rmse: 3.65337 [710] valid_0's rmse: 3.30867 valid_1's rmse: 3.6533 [711] valid_0's rmse: 3.3083 valid_1's rmse: 3.65329 [712] valid_0's rmse: 3.308 valid_1's rmse: 3.6532 [713] valid_0's rmse: 3.30773 valid_1's rmse: 3.65309 [714] valid_0's rmse: 3.30756 valid_1's rmse: 3.65308 [715] valid_0's rmse: 3.30695 valid_1's rmse: 3.65281 [716] valid_0's rmse: 3.30663 valid_1's rmse: 3.65282 [717] valid_0's rmse: 3.30634 valid_1's rmse: 3.65272 [718] valid_0's rmse: 3.30599 valid_1's rmse: 3.65255 [719] valid_0's rmse: 3.30562 valid_1's rmse: 3.65261 [720] valid_0's rmse: 3.30539 valid_1's rmse: 3.65263 [721] valid_0's rmse: 3.30504 valid_1's rmse: 3.65269 [722] valid_0's rmse: 3.30477 valid_1's rmse: 3.65268 [723] valid_0's rmse: 3.30444 valid_1's rmse: 3.65272 [724] valid_0's rmse: 3.30415 valid_1's rmse: 3.65275 [725] valid_0's rmse: 3.30388 valid_1's rmse: 3.65279 [726] valid_0's rmse: 3.30365 valid_1's rmse: 3.6529 [727] valid_0's rmse: 3.30352 valid_1's rmse: 3.65286 [728] valid_0's rmse: 3.30317 valid_1's rmse: 3.65293 [729] valid_0's rmse: 3.3027 valid_1's rmse: 3.65284 [730] valid_0's rmse: 3.30227 valid_1's rmse: 3.65274 [731] valid_0's rmse: 3.30188 valid_1's rmse: 3.65284 [732] valid_0's rmse: 3.30156 valid_1's rmse: 3.65276 [733] valid_0's rmse: 3.30115 valid_1's rmse: 3.65276 [734] valid_0's rmse: 3.30104 valid_1's rmse: 3.65272 [735] valid_0's rmse: 3.30067 valid_1's rmse: 3.65278 [736] valid_0's rmse: 3.30044 valid_1's rmse: 3.65272 [737] valid_0's rmse: 3.3001 valid_1's rmse: 3.65264 [738] valid_0's rmse: 3.29967 valid_1's rmse: 3.65241 [739] valid_0's rmse: 3.29933 valid_1's rmse: 3.65242 [740] valid_0's rmse: 3.29916 valid_1's rmse: 3.65242 [741] valid_0's rmse: 3.29879 valid_1's rmse: 3.65234 [742] valid_0's rmse: 3.2985 valid_1's rmse: 3.65242 [743] valid_0's rmse: 3.29807 valid_1's rmse: 3.65226 [744] valid_0's rmse: 3.2977 valid_1's rmse: 3.65219 [745] valid_0's rmse: 3.29732 valid_1's rmse: 3.65202 [746] valid_0's rmse: 3.29699 valid_1's rmse: 3.65188 [747] valid_0's rmse: 3.29664 valid_1's rmse: 3.65224 [748] valid_0's rmse: 3.29605 valid_1's rmse: 3.65208 [749] valid_0's rmse: 3.2957 valid_1's rmse: 3.65187 [750] valid_0's rmse: 3.29537 valid_1's rmse: 3.65205 [751] valid_0's rmse: 3.29506 valid_1's rmse: 3.65193 [752] valid_0's rmse: 3.2947 valid_1's rmse: 3.65191 [753] valid_0's rmse: 3.29408 valid_1's rmse: 3.65183 [754] valid_0's rmse: 3.29365 valid_1's rmse: 3.65178 [755] valid_0's rmse: 3.29348 valid_1's rmse: 3.6518 [756] valid_0's rmse: 3.29295 valid_1's rmse: 3.65159 [757] valid_0's rmse: 3.29256 valid_1's rmse: 3.65149 [758] valid_0's rmse: 3.29215 valid_1's rmse: 3.65153 [759] valid_0's rmse: 3.29181 valid_1's rmse: 3.65143 [760] valid_0's rmse: 3.29146 valid_1's rmse: 3.65127 [761] valid_0's rmse: 3.2911 valid_1's rmse: 3.65119 [762] valid_0's rmse: 3.29081 valid_1's rmse: 3.65118 [763] valid_0's rmse: 3.29054 valid_1's rmse: 3.65119 [764] valid_0's rmse: 3.29016 valid_1's rmse: 3.65113 [765] valid_0's rmse: 3.28983 valid_1's rmse: 3.65115 [766] valid_0's rmse: 3.28941 valid_1's rmse: 3.65116 [767] valid_0's rmse: 3.28913 valid_1's rmse: 3.65123 [768] valid_0's rmse: 3.28888 valid_1's rmse: 3.65112 [769] valid_0's rmse: 3.28856 valid_1's rmse: 3.65084 [770] valid_0's rmse: 3.28839 valid_1's rmse: 3.6508 [771] valid_0's rmse: 3.28811 valid_1's rmse: 3.65075 [772] valid_0's rmse: 3.28781 valid_1's rmse: 3.65068 [773] valid_0's rmse: 3.28745 valid_1's rmse: 3.65063 [774] valid_0's rmse: 3.28711 valid_1's rmse: 3.65063 [775] valid_0's rmse: 3.28684 valid_1's rmse: 3.65052 [776] valid_0's rmse: 3.28655 valid_1's rmse: 3.65052 [777] valid_0's rmse: 3.28625 valid_1's rmse: 3.65043 [778] valid_0's rmse: 3.28594 valid_1's rmse: 3.65045 [779] valid_0's rmse: 3.28565 valid_1's rmse: 3.65039 [780] valid_0's rmse: 3.28539 valid_1's rmse: 3.65034 [781] valid_0's rmse: 3.28507 valid_1's rmse: 3.65031 [782] valid_0's rmse: 3.28475 valid_1's rmse: 3.65042 [783] valid_0's rmse: 3.28443 valid_1's rmse: 3.65029 [784] valid_0's rmse: 3.28412 valid_1's rmse: 3.65028 [785] valid_0's rmse: 3.28361 valid_1's rmse: 3.65002 [786] valid_0's rmse: 3.28332 valid_1's rmse: 3.64998 [787] valid_0's rmse: 3.28308 valid_1's rmse: 3.6499 [788] valid_0's rmse: 3.28265 valid_1's rmse: 3.64984 [789] valid_0's rmse: 3.28245 valid_1's rmse: 3.64977 [790] valid_0's rmse: 3.28213 valid_1's rmse: 3.64997 [791] valid_0's rmse: 3.28181 valid_1's rmse: 3.64989 [792] valid_0's rmse: 3.28151 valid_1's rmse: 3.64993 [793] valid_0's rmse: 3.28132 valid_1's rmse: 3.65003 [794] valid_0's rmse: 3.28105 valid_1's rmse: 3.65002 [795] valid_0's rmse: 3.28031 valid_1's rmse: 3.6497 [796] valid_0's rmse: 3.28002 valid_1's rmse: 3.64986 [797] valid_0's rmse: 3.27944 valid_1's rmse: 3.64959 [798] valid_0's rmse: 3.27897 valid_1's rmse: 3.64957 [799] valid_0's rmse: 3.27872 valid_1's rmse: 3.64952 [800] valid_0's rmse: 3.27863 valid_1's rmse: 3.64949 [801] valid_0's rmse: 3.27831 valid_1's rmse: 3.64959 [802] valid_0's rmse: 3.27806 valid_1's rmse: 3.64943 [803] valid_0's rmse: 3.2775 valid_1's rmse: 3.64947 [804] valid_0's rmse: 3.2772 valid_1's rmse: 3.64926 [805] valid_0's rmse: 3.27692 valid_1's rmse: 3.64928 [806] valid_0's rmse: 3.27665 valid_1's rmse: 3.64914 [807] valid_0's rmse: 3.27645 valid_1's rmse: 3.64905 [808] valid_0's rmse: 3.27619 valid_1's rmse: 3.64895 [809] valid_0's rmse: 3.27587 valid_1's rmse: 3.64884 [810] valid_0's rmse: 3.27562 valid_1's rmse: 3.6487 [811] valid_0's rmse: 3.27497 valid_1's rmse: 3.6486 [812] valid_0's rmse: 3.2746 valid_1's rmse: 3.64855 [813] valid_0's rmse: 3.27432 valid_1's rmse: 3.6486 [814] valid_0's rmse: 3.27393 valid_1's rmse: 3.64875 [815] valid_0's rmse: 3.27378 valid_1's rmse: 3.64874 [816] valid_0's rmse: 3.27355 valid_1's rmse: 3.64877 [817] valid_0's rmse: 3.27322 valid_1's rmse: 3.64856 [818] valid_0's rmse: 3.27309 valid_1's rmse: 3.64861 [819] valid_0's rmse: 3.27271 valid_1's rmse: 3.64914 [820] valid_0's rmse: 3.27236 valid_1's rmse: 3.64905 [821] valid_0's rmse: 3.27204 valid_1's rmse: 3.64886 [822] valid_0's rmse: 3.27163 valid_1's rmse: 3.64875 [823] valid_0's rmse: 3.27144 valid_1's rmse: 3.64879 [824] valid_0's rmse: 3.27118 valid_1's rmse: 3.64874 [825] valid_0's rmse: 3.27073 valid_1's rmse: 3.64857 [826] valid_0's rmse: 3.27051 valid_1's rmse: 3.64862 [827] valid_0's rmse: 3.27024 valid_1's rmse: 3.64855 [828] valid_0's rmse: 3.26979 valid_1's rmse: 3.64855 [829] valid_0's rmse: 3.26951 valid_1's rmse: 3.64844 [830] valid_0's rmse: 3.26923 valid_1's rmse: 3.64834 [831] valid_0's rmse: 3.26889 valid_1's rmse: 3.64827 [832] valid_0's rmse: 3.26858 valid_1's rmse: 3.64818 [833] valid_0's rmse: 3.26841 valid_1's rmse: 3.64816 [834] valid_0's rmse: 3.26819 valid_1's rmse: 3.64813 [835] valid_0's rmse: 3.26798 valid_1's rmse: 3.64811 [836] valid_0's rmse: 3.26757 valid_1's rmse: 3.64795 [837] valid_0's rmse: 3.26741 valid_1's rmse: 3.64792 [838] valid_0's rmse: 3.26707 valid_1's rmse: 3.64771 [839] valid_0's rmse: 3.26684 valid_1's rmse: 3.64769 [840] valid_0's rmse: 3.26668 valid_1's rmse: 3.64756 [841] valid_0's rmse: 3.26626 valid_1's rmse: 3.64759 [842] valid_0's rmse: 3.26598 valid_1's rmse: 3.64749 [843] valid_0's rmse: 3.26573 valid_1's rmse: 3.64739 [844] valid_0's rmse: 3.2655 valid_1's rmse: 3.64748 [845] valid_0's rmse: 3.26535 valid_1's rmse: 3.64744 [846] valid_0's rmse: 3.26475 valid_1's rmse: 3.64722 [847] valid_0's rmse: 3.26442 valid_1's rmse: 3.64702 [848] valid_0's rmse: 3.26397 valid_1's rmse: 3.64685 [849] valid_0's rmse: 3.26363 valid_1's rmse: 3.64674 [850] valid_0's rmse: 3.26341 valid_1's rmse: 3.64671 [851] valid_0's rmse: 3.26294 valid_1's rmse: 3.64622 [852] valid_0's rmse: 3.26259 valid_1's rmse: 3.64614 [853] valid_0's rmse: 3.26211 valid_1's rmse: 3.6461 [854] valid_0's rmse: 3.26189 valid_1's rmse: 3.64613 [855] valid_0's rmse: 3.26166 valid_1's rmse: 3.64605 [856] valid_0's rmse: 3.26133 valid_1's rmse: 3.64599 [857] valid_0's rmse: 3.261 valid_1's rmse: 3.64593 [858] valid_0's rmse: 3.26078 valid_1's rmse: 3.646 [859] valid_0's rmse: 3.26031 valid_1's rmse: 3.64592 [860] valid_0's rmse: 3.25999 valid_1's rmse: 3.64598 [861] valid_0's rmse: 3.25971 valid_1's rmse: 3.64622 [862] valid_0's rmse: 3.25942 valid_1's rmse: 3.64604 [863] valid_0's rmse: 3.25891 valid_1's rmse: 3.64589 [864] valid_0's rmse: 3.25869 valid_1's rmse: 3.64576 [865] valid_0's rmse: 3.25831 valid_1's rmse: 3.64604 [866] valid_0's rmse: 3.25804 valid_1's rmse: 3.64589 [867] valid_0's rmse: 3.25771 valid_1's rmse: 3.64579 [868] valid_0's rmse: 3.25747 valid_1's rmse: 3.64568 [869] valid_0's rmse: 3.25705 valid_1's rmse: 3.64546 [870] valid_0's rmse: 3.25682 valid_1's rmse: 3.6454 [871] valid_0's rmse: 3.25643 valid_1's rmse: 3.64528 [872] valid_0's rmse: 3.25623 valid_1's rmse: 3.64526 [873] valid_0's rmse: 3.25599 valid_1's rmse: 3.64531 [874] valid_0's rmse: 3.2556 valid_1's rmse: 3.64528 [875] valid_0's rmse: 3.25513 valid_1's rmse: 3.64517 [876] valid_0's rmse: 3.25494 valid_1's rmse: 3.6452 [877] valid_0's rmse: 3.25459 valid_1's rmse: 3.64505 [878] valid_0's rmse: 3.25419 valid_1's rmse: 3.64493 [879] valid_0's rmse: 3.25392 valid_1's rmse: 3.64497 [880] valid_0's rmse: 3.25359 valid_1's rmse: 3.64496 [881] valid_0's rmse: 3.2533 valid_1's rmse: 3.64494 [882] valid_0's rmse: 3.25292 valid_1's rmse: 3.6449 [883] valid_0's rmse: 3.25263 valid_1's rmse: 3.64485 [884] valid_0's rmse: 3.25235 valid_1's rmse: 3.64477 [885] valid_0's rmse: 3.25204 valid_1's rmse: 3.64472 [886] valid_0's rmse: 3.25172 valid_1's rmse: 3.64471 [887] valid_0's rmse: 3.25149 valid_1's rmse: 3.6447 [888] valid_0's rmse: 3.25118 valid_1's rmse: 3.64475 [889] valid_0's rmse: 3.25097 valid_1's rmse: 3.64464 [890] valid_0's rmse: 3.25074 valid_1's rmse: 3.64472 [891] valid_0's rmse: 3.25037 valid_1's rmse: 3.64471 [892] valid_0's rmse: 3.2501 valid_1's rmse: 3.64465 [893] valid_0's rmse: 3.2499 valid_1's rmse: 3.64458 [894] valid_0's rmse: 3.2496 valid_1's rmse: 3.64457 [895] valid_0's rmse: 3.24947 valid_1's rmse: 3.64453 [896] valid_0's rmse: 3.24926 valid_1's rmse: 3.64454 [897] valid_0's rmse: 3.24901 valid_1's rmse: 3.64449 [898] valid_0's rmse: 3.24882 valid_1's rmse: 3.64444 [899] valid_0's rmse: 3.2486 valid_1's rmse: 3.64435 [900] valid_0's rmse: 3.24815 valid_1's rmse: 3.64454 [901] valid_0's rmse: 3.24772 valid_1's rmse: 3.64493 [902] valid_0's rmse: 3.24743 valid_1's rmse: 3.64481 [903] valid_0's rmse: 3.24701 valid_1's rmse: 3.64499 [904] valid_0's rmse: 3.24674 valid_1's rmse: 3.64498 [905] valid_0's rmse: 3.24656 valid_1's rmse: 3.645 [906] valid_0's rmse: 3.24635 valid_1's rmse: 3.64493 [907] valid_0's rmse: 3.24598 valid_1's rmse: 3.64516 [908] valid_0's rmse: 3.24579 valid_1's rmse: 3.64519 [909] valid_0's rmse: 3.24544 valid_1's rmse: 3.64527 [910] valid_0's rmse: 3.24511 valid_1's rmse: 3.64543 [911] valid_0's rmse: 3.24486 valid_1's rmse: 3.64537 [912] valid_0's rmse: 3.24474 valid_1's rmse: 3.64538 [913] valid_0's rmse: 3.24439 valid_1's rmse: 3.64545 [914] valid_0's rmse: 3.24414 valid_1's rmse: 3.64545 [915] valid_0's rmse: 3.24382 valid_1's rmse: 3.64549 [916] valid_0's rmse: 3.24351 valid_1's rmse: 3.64555 [917] valid_0's rmse: 3.24313 valid_1's rmse: 3.64553 [918] valid_0's rmse: 3.24279 valid_1's rmse: 3.64548 [919] valid_0's rmse: 3.24245 valid_1's rmse: 3.64559 Early stopping, best iteration is: [899] valid_0's rmse: 3.2486 valid_1's rmse: 3.64435 SCORE: 3.6443501431473555 [1] valid_0's rmse: 8.96577 valid_1's rmse: 8.92493 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37587 valid_1's rmse: 8.3364 [3] valid_0's rmse: 7.84848 valid_1's rmse: 7.81044 [4] valid_0's rmse: 7.37709 valid_1's rmse: 7.34092 [5] valid_0's rmse: 6.97814 valid_1's rmse: 6.94333 [6] valid_0's rmse: 6.62998 valid_1's rmse: 6.5961 [7] valid_0's rmse: 6.34629 valid_1's rmse: 6.31452 [8] valid_0's rmse: 6.08336 valid_1's rmse: 6.05206 [9] valid_0's rmse: 5.8513 valid_1's rmse: 5.82118 [10] valid_0's rmse: 5.65662 valid_1's rmse: 5.62737 [11] valid_0's rmse: 5.49326 valid_1's rmse: 5.46493 [12] valid_0's rmse: 5.33985 valid_1's rmse: 5.31268 [13] valid_0's rmse: 5.21549 valid_1's rmse: 5.18912 [14] valid_0's rmse: 5.10076 valid_1's rmse: 5.07546 [15] valid_0's rmse: 4.98563 valid_1's rmse: 4.96047 [16] valid_0's rmse: 4.88043 valid_1's rmse: 4.85542 [17] valid_0's rmse: 4.78303 valid_1's rmse: 4.75852 [18] valid_0's rmse: 4.72217 valid_1's rmse: 4.69734 [19] valid_0's rmse: 4.64449 valid_1's rmse: 4.6204 [20] valid_0's rmse: 4.5845 valid_1's rmse: 4.56033 [21] valid_0's rmse: 4.53747 valid_1's rmse: 4.51452 [22] valid_0's rmse: 4.5009 valid_1's rmse: 4.47937 [23] valid_0's rmse: 4.46549 valid_1's rmse: 4.44443 [24] valid_0's rmse: 4.42831 valid_1's rmse: 4.4079 [25] valid_0's rmse: 4.38936 valid_1's rmse: 4.36906 [26] valid_0's rmse: 4.35758 valid_1's rmse: 4.33759 [27] valid_0's rmse: 4.33379 valid_1's rmse: 4.31423 [28] valid_0's rmse: 4.30249 valid_1's rmse: 4.28362 [29] valid_0's rmse: 4.2865 valid_1's rmse: 4.26846 [30] valid_0's rmse: 4.2602 valid_1's rmse: 4.24227 [31] valid_0's rmse: 4.23831 valid_1's rmse: 4.22201 [32] valid_0's rmse: 4.21814 valid_1's rmse: 4.20283 [33] valid_0's rmse: 4.20267 valid_1's rmse: 4.18753 [34] valid_0's rmse: 4.1824 valid_1's rmse: 4.16803 [35] valid_0's rmse: 4.16378 valid_1's rmse: 4.14994 [36] valid_0's rmse: 4.1538 valid_1's rmse: 4.14059 [37] valid_0's rmse: 4.13951 valid_1's rmse: 4.1278 [38] valid_0's rmse: 4.12984 valid_1's rmse: 4.1199 [39] valid_0's rmse: 4.12319 valid_1's rmse: 4.11453 [40] valid_0's rmse: 4.11181 valid_1's rmse: 4.10446 [41] valid_0's rmse: 4.10145 valid_1's rmse: 4.09454 [42] valid_0's rmse: 4.09148 valid_1's rmse: 4.08534 [43] valid_0's rmse: 4.0839 valid_1's rmse: 4.07898 [44] valid_0's rmse: 4.0773 valid_1's rmse: 4.07348 [45] valid_0's rmse: 4.06749 valid_1's rmse: 4.06694 [46] valid_0's rmse: 4.06176 valid_1's rmse: 4.06176 [47] valid_0's rmse: 4.05558 valid_1's rmse: 4.05674 [48] valid_0's rmse: 4.04426 valid_1's rmse: 4.0458 [49] valid_0's rmse: 4.04044 valid_1's rmse: 4.04259 [50] valid_0's rmse: 4.02937 valid_1's rmse: 4.0322 [51] valid_0's rmse: 4.01468 valid_1's rmse: 4.01768 [52] valid_0's rmse: 4.00685 valid_1's rmse: 4.0105 [53] valid_0's rmse: 4.00127 valid_1's rmse: 4.00635 [54] valid_0's rmse: 3.99397 valid_1's rmse: 4.0002 [55] valid_0's rmse: 3.98833 valid_1's rmse: 3.99553 [56] valid_0's rmse: 3.98351 valid_1's rmse: 3.99119 [57] valid_0's rmse: 3.9719 valid_1's rmse: 3.9803 [58] valid_0's rmse: 3.96677 valid_1's rmse: 3.97619 [59] valid_0's rmse: 3.96313 valid_1's rmse: 3.97283 [60] valid_0's rmse: 3.95452 valid_1's rmse: 3.9652 [61] valid_0's rmse: 3.94997 valid_1's rmse: 3.9632 [62] valid_0's rmse: 3.94535 valid_1's rmse: 3.95932 [63] valid_0's rmse: 3.9413 valid_1's rmse: 3.95621 [64] valid_0's rmse: 3.9371 valid_1's rmse: 3.95327 [65] valid_0's rmse: 3.93235 valid_1's rmse: 3.95054 [66] valid_0's rmse: 3.92657 valid_1's rmse: 3.94516 [67] valid_0's rmse: 3.91644 valid_1's rmse: 3.93528 [68] valid_0's rmse: 3.91224 valid_1's rmse: 3.93324 [69] valid_0's rmse: 3.90482 valid_1's rmse: 3.92616 [70] valid_0's rmse: 3.90207 valid_1's rmse: 3.92467 [71] valid_0's rmse: 3.89308 valid_1's rmse: 3.91615 [72] valid_0's rmse: 3.88645 valid_1's rmse: 3.90981 [73] valid_0's rmse: 3.88341 valid_1's rmse: 3.9076 [74] valid_0's rmse: 3.87935 valid_1's rmse: 3.90538 [75] valid_0's rmse: 3.87474 valid_1's rmse: 3.90071 [76] valid_0's rmse: 3.87195 valid_1's rmse: 3.89907 [77] valid_0's rmse: 3.86769 valid_1's rmse: 3.89539 [78] valid_0's rmse: 3.8624 valid_1's rmse: 3.89124 [79] valid_0's rmse: 3.85955 valid_1's rmse: 3.88901 [80] valid_0's rmse: 3.85603 valid_1's rmse: 3.88625 [81] valid_0's rmse: 3.85209 valid_1's rmse: 3.88341 [82] valid_0's rmse: 3.84932 valid_1's rmse: 3.88168 [83] valid_0's rmse: 3.84592 valid_1's rmse: 3.87907 [84] valid_0's rmse: 3.8429 valid_1's rmse: 3.87649 [85] valid_0's rmse: 3.84071 valid_1's rmse: 3.87475 [86] valid_0's rmse: 3.83691 valid_1's rmse: 3.87151 [87] valid_0's rmse: 3.83243 valid_1's rmse: 3.86782 [88] valid_0's rmse: 3.82975 valid_1's rmse: 3.86554 [89] valid_0's rmse: 3.82586 valid_1's rmse: 3.86457 [90] valid_0's rmse: 3.82309 valid_1's rmse: 3.86283 [91] valid_0's rmse: 3.82039 valid_1's rmse: 3.86166 [92] valid_0's rmse: 3.81602 valid_1's rmse: 3.85765 [93] valid_0's rmse: 3.81336 valid_1's rmse: 3.85577 [94] valid_0's rmse: 3.80873 valid_1's rmse: 3.85159 [95] valid_0's rmse: 3.80607 valid_1's rmse: 3.84974 [96] valid_0's rmse: 3.80101 valid_1's rmse: 3.84514 [97] valid_0's rmse: 3.79898 valid_1's rmse: 3.84425 [98] valid_0's rmse: 3.79718 valid_1's rmse: 3.84298 [99] valid_0's rmse: 3.79479 valid_1's rmse: 3.84277 [100] valid_0's rmse: 3.79212 valid_1's rmse: 3.84071 [101] valid_0's rmse: 3.79031 valid_1's rmse: 3.83997 [102] valid_0's rmse: 3.78749 valid_1's rmse: 3.83994 [103] valid_0's rmse: 3.78374 valid_1's rmse: 3.83676 [104] valid_0's rmse: 3.78072 valid_1's rmse: 3.83427 [105] valid_0's rmse: 3.77941 valid_1's rmse: 3.83341 [106] valid_0's rmse: 3.77688 valid_1's rmse: 3.8315 [107] valid_0's rmse: 3.77358 valid_1's rmse: 3.82852 [108] valid_0's rmse: 3.77051 valid_1's rmse: 3.82701 [109] valid_0's rmse: 3.76837 valid_1's rmse: 3.82657 [110] valid_0's rmse: 3.76669 valid_1's rmse: 3.82589 [111] valid_0's rmse: 3.76325 valid_1's rmse: 3.82269 [112] valid_0's rmse: 3.7606 valid_1's rmse: 3.82052 [113] valid_0's rmse: 3.75935 valid_1's rmse: 3.8202 [114] valid_0's rmse: 3.75585 valid_1's rmse: 3.81697 [115] valid_0's rmse: 3.75395 valid_1's rmse: 3.81528 [116] valid_0's rmse: 3.75019 valid_1's rmse: 3.81187 [117] valid_0's rmse: 3.74806 valid_1's rmse: 3.81037 [118] valid_0's rmse: 3.74653 valid_1's rmse: 3.80921 [119] valid_0's rmse: 3.74387 valid_1's rmse: 3.80688 [120] valid_0's rmse: 3.7418 valid_1's rmse: 3.80576 [121] valid_0's rmse: 3.73972 valid_1's rmse: 3.80461 [122] valid_0's rmse: 3.73824 valid_1's rmse: 3.80372 [123] valid_0's rmse: 3.73617 valid_1's rmse: 3.80216 [124] valid_0's rmse: 3.73451 valid_1's rmse: 3.80148 [125] valid_0's rmse: 3.73256 valid_1's rmse: 3.80039 [126] valid_0's rmse: 3.72966 valid_1's rmse: 3.79789 [127] valid_0's rmse: 3.72706 valid_1's rmse: 3.7962 [128] valid_0's rmse: 3.72532 valid_1's rmse: 3.79479 [129] valid_0's rmse: 3.72365 valid_1's rmse: 3.79443 [130] valid_0's rmse: 3.72184 valid_1's rmse: 3.79352 [131] valid_0's rmse: 3.71986 valid_1's rmse: 3.79266 [132] valid_0's rmse: 3.71836 valid_1's rmse: 3.79153 [133] valid_0's rmse: 3.71463 valid_1's rmse: 3.78867 [134] valid_0's rmse: 3.71326 valid_1's rmse: 3.7881 [135] valid_0's rmse: 3.71129 valid_1's rmse: 3.7867 [136] valid_0's rmse: 3.70949 valid_1's rmse: 3.78571 [137] valid_0's rmse: 3.70743 valid_1's rmse: 3.7849 [138] valid_0's rmse: 3.70611 valid_1's rmse: 3.78464 [139] valid_0's rmse: 3.70356 valid_1's rmse: 3.78204 [140] valid_0's rmse: 3.70246 valid_1's rmse: 3.78141 [141] valid_0's rmse: 3.70098 valid_1's rmse: 3.78028 [142] valid_0's rmse: 3.69856 valid_1's rmse: 3.7796 [143] valid_0's rmse: 3.69656 valid_1's rmse: 3.77777 [144] valid_0's rmse: 3.69547 valid_1's rmse: 3.77734 [145] valid_0's rmse: 3.69396 valid_1's rmse: 3.77648 [146] valid_0's rmse: 3.69246 valid_1's rmse: 3.77527 [147] valid_0's rmse: 3.69091 valid_1's rmse: 3.77526 [148] valid_0's rmse: 3.68935 valid_1's rmse: 3.7747 [149] valid_0's rmse: 3.68793 valid_1's rmse: 3.77358 [150] valid_0's rmse: 3.68601 valid_1's rmse: 3.7727 [151] valid_0's rmse: 3.68402 valid_1's rmse: 3.77181 [152] valid_0's rmse: 3.6824 valid_1's rmse: 3.77151 [153] valid_0's rmse: 3.6811 valid_1's rmse: 3.77088 [154] valid_0's rmse: 3.68017 valid_1's rmse: 3.77029 [155] valid_0's rmse: 3.67806 valid_1's rmse: 3.7685 [156] valid_0's rmse: 3.67619 valid_1's rmse: 3.76757 [157] valid_0's rmse: 3.67376 valid_1's rmse: 3.76609 [158] valid_0's rmse: 3.67226 valid_1's rmse: 3.76488 [159] valid_0's rmse: 3.67046 valid_1's rmse: 3.76355 [160] valid_0's rmse: 3.66913 valid_1's rmse: 3.76286 [161] valid_0's rmse: 3.66819 valid_1's rmse: 3.76231 [162] valid_0's rmse: 3.66638 valid_1's rmse: 3.7611 [163] valid_0's rmse: 3.66453 valid_1's rmse: 3.75995 [164] valid_0's rmse: 3.66302 valid_1's rmse: 3.7596 [165] valid_0's rmse: 3.66161 valid_1's rmse: 3.75949 [166] valid_0's rmse: 3.6603 valid_1's rmse: 3.75906 [167] valid_0's rmse: 3.65815 valid_1's rmse: 3.75877 [168] valid_0's rmse: 3.65643 valid_1's rmse: 3.75743 [169] valid_0's rmse: 3.65472 valid_1's rmse: 3.75725 [170] valid_0's rmse: 3.65317 valid_1's rmse: 3.75653 [171] valid_0's rmse: 3.65172 valid_1's rmse: 3.75614 [172] valid_0's rmse: 3.65023 valid_1's rmse: 3.75567 [173] valid_0's rmse: 3.64929 valid_1's rmse: 3.75537 [174] valid_0's rmse: 3.64724 valid_1's rmse: 3.75514 [175] valid_0's rmse: 3.64602 valid_1's rmse: 3.75433 [176] valid_0's rmse: 3.64485 valid_1's rmse: 3.75376 [177] valid_0's rmse: 3.64391 valid_1's rmse: 3.75371 [178] valid_0's rmse: 3.64211 valid_1's rmse: 3.75227 [179] valid_0's rmse: 3.64126 valid_1's rmse: 3.75159 [180] valid_0's rmse: 3.63956 valid_1's rmse: 3.75148 [181] valid_0's rmse: 3.63818 valid_1's rmse: 3.7509 [182] valid_0's rmse: 3.63603 valid_1's rmse: 3.74919 [183] valid_0's rmse: 3.63528 valid_1's rmse: 3.74908 [184] valid_0's rmse: 3.63379 valid_1's rmse: 3.74861 [185] valid_0's rmse: 3.63277 valid_1's rmse: 3.74829 [186] valid_0's rmse: 3.63135 valid_1's rmse: 3.74766 [187] valid_0's rmse: 3.62962 valid_1's rmse: 3.74638 [188] valid_0's rmse: 3.6283 valid_1's rmse: 3.74545 [189] valid_0's rmse: 3.62689 valid_1's rmse: 3.744 [190] valid_0's rmse: 3.62581 valid_1's rmse: 3.74386 [191] valid_0's rmse: 3.62485 valid_1's rmse: 3.74347 [192] valid_0's rmse: 3.62377 valid_1's rmse: 3.74281 [193] valid_0's rmse: 3.62209 valid_1's rmse: 3.74137 [194] valid_0's rmse: 3.62133 valid_1's rmse: 3.74085 [195] valid_0's rmse: 3.62042 valid_1's rmse: 3.74053 [196] valid_0's rmse: 3.61974 valid_1's rmse: 3.74038 [197] valid_0's rmse: 3.61878 valid_1's rmse: 3.73995 [198] valid_0's rmse: 3.61755 valid_1's rmse: 3.73903 [199] valid_0's rmse: 3.61596 valid_1's rmse: 3.7382 [200] valid_0's rmse: 3.61483 valid_1's rmse: 3.73788 [201] valid_0's rmse: 3.61348 valid_1's rmse: 3.73692 [202] valid_0's rmse: 3.61236 valid_1's rmse: 3.73638 [203] valid_0's rmse: 3.61127 valid_1's rmse: 3.73614 [204] valid_0's rmse: 3.61024 valid_1's rmse: 3.73576 [205] valid_0's rmse: 3.60914 valid_1's rmse: 3.73621 [206] valid_0's rmse: 3.60836 valid_1's rmse: 3.73621 [207] valid_0's rmse: 3.60727 valid_1's rmse: 3.7357 [208] valid_0's rmse: 3.60616 valid_1's rmse: 3.73539 [209] valid_0's rmse: 3.60534 valid_1's rmse: 3.73498 [210] valid_0's rmse: 3.60478 valid_1's rmse: 3.73481 [211] valid_0's rmse: 3.60389 valid_1's rmse: 3.73445 [212] valid_0's rmse: 3.60285 valid_1's rmse: 3.7344 [213] valid_0's rmse: 3.602 valid_1's rmse: 3.734 [214] valid_0's rmse: 3.60082 valid_1's rmse: 3.73326 [215] valid_0's rmse: 3.59987 valid_1's rmse: 3.7335 [216] valid_0's rmse: 3.59901 valid_1's rmse: 3.73304 [217] valid_0's rmse: 3.5981 valid_1's rmse: 3.73221 [218] valid_0's rmse: 3.59728 valid_1's rmse: 3.73193 [219] valid_0's rmse: 3.59632 valid_1's rmse: 3.73129 [220] valid_0's rmse: 3.59561 valid_1's rmse: 3.73077 [221] valid_0's rmse: 3.59441 valid_1's rmse: 3.73036 [222] valid_0's rmse: 3.59371 valid_1's rmse: 3.72991 [223] valid_0's rmse: 3.59238 valid_1's rmse: 3.72904 [224] valid_0's rmse: 3.59162 valid_1's rmse: 3.72876 [225] valid_0's rmse: 3.59047 valid_1's rmse: 3.72795 [226] valid_0's rmse: 3.58942 valid_1's rmse: 3.7275 [227] valid_0's rmse: 3.58862 valid_1's rmse: 3.72708 [228] valid_0's rmse: 3.58771 valid_1's rmse: 3.72698 [229] valid_0's rmse: 3.58669 valid_1's rmse: 3.72652 [230] valid_0's rmse: 3.58519 valid_1's rmse: 3.72641 [231] valid_0's rmse: 3.58435 valid_1's rmse: 3.72576 [232] valid_0's rmse: 3.58352 valid_1's rmse: 3.72558 [233] valid_0's rmse: 3.58273 valid_1's rmse: 3.72516 [234] valid_0's rmse: 3.58163 valid_1's rmse: 3.72547 [235] valid_0's rmse: 3.58061 valid_1's rmse: 3.72555 [236] valid_0's rmse: 3.57999 valid_1's rmse: 3.72536 [237] valid_0's rmse: 3.579 valid_1's rmse: 3.7247 [238] valid_0's rmse: 3.57814 valid_1's rmse: 3.72431 [239] valid_0's rmse: 3.57728 valid_1's rmse: 3.72378 [240] valid_0's rmse: 3.57622 valid_1's rmse: 3.72343 [241] valid_0's rmse: 3.57485 valid_1's rmse: 3.72234 [242] valid_0's rmse: 3.57389 valid_1's rmse: 3.72184 [243] valid_0's rmse: 3.57278 valid_1's rmse: 3.72092 [244] valid_0's rmse: 3.57193 valid_1's rmse: 3.72068 [245] valid_0's rmse: 3.57073 valid_1's rmse: 3.71975 [246] valid_0's rmse: 3.57029 valid_1's rmse: 3.71967 [247] valid_0's rmse: 3.56967 valid_1's rmse: 3.71949 [248] valid_0's rmse: 3.56843 valid_1's rmse: 3.71874 [249] valid_0's rmse: 3.56723 valid_1's rmse: 3.71859 [250] valid_0's rmse: 3.56656 valid_1's rmse: 3.71842 [251] valid_0's rmse: 3.56593 valid_1's rmse: 3.7183 [252] valid_0's rmse: 3.5653 valid_1's rmse: 3.71812 [253] valid_0's rmse: 3.56486 valid_1's rmse: 3.71802 [254] valid_0's rmse: 3.56399 valid_1's rmse: 3.71728 [255] valid_0's rmse: 3.56319 valid_1's rmse: 3.71709 [256] valid_0's rmse: 3.56252 valid_1's rmse: 3.71691 [257] valid_0's rmse: 3.56212 valid_1's rmse: 3.71688 [258] valid_0's rmse: 3.56088 valid_1's rmse: 3.71608 [259] valid_0's rmse: 3.56007 valid_1's rmse: 3.71558 [260] valid_0's rmse: 3.55903 valid_1's rmse: 3.71538 [261] valid_0's rmse: 3.55802 valid_1's rmse: 3.7152 [262] valid_0's rmse: 3.55742 valid_1's rmse: 3.71495 [263] valid_0's rmse: 3.55613 valid_1's rmse: 3.71499 [264] valid_0's rmse: 3.55468 valid_1's rmse: 3.71491 [265] valid_0's rmse: 3.55416 valid_1's rmse: 3.71479 [266] valid_0's rmse: 3.55316 valid_1's rmse: 3.7146 [267] valid_0's rmse: 3.55239 valid_1's rmse: 3.71441 [268] valid_0's rmse: 3.55178 valid_1's rmse: 3.71408 [269] valid_0's rmse: 3.55107 valid_1's rmse: 3.7137 [270] valid_0's rmse: 3.55048 valid_1's rmse: 3.71318 [271] valid_0's rmse: 3.54973 valid_1's rmse: 3.71273 [272] valid_0's rmse: 3.54883 valid_1's rmse: 3.71266 [273] valid_0's rmse: 3.54837 valid_1's rmse: 3.71251 [274] valid_0's rmse: 3.54737 valid_1's rmse: 3.71196 [275] valid_0's rmse: 3.54685 valid_1's rmse: 3.71197 [276] valid_0's rmse: 3.54607 valid_1's rmse: 3.71201 [277] valid_0's rmse: 3.54512 valid_1's rmse: 3.7115 [278] valid_0's rmse: 3.5442 valid_1's rmse: 3.71111 [279] valid_0's rmse: 3.54343 valid_1's rmse: 3.7108 [280] valid_0's rmse: 3.54275 valid_1's rmse: 3.71053 [281] valid_0's rmse: 3.54165 valid_1's rmse: 3.7105 [282] valid_0's rmse: 3.54076 valid_1's rmse: 3.71007 [283] valid_0's rmse: 3.53984 valid_1's rmse: 3.71021 [284] valid_0's rmse: 3.53878 valid_1's rmse: 3.70977 [285] valid_0's rmse: 3.53769 valid_1's rmse: 3.70921 [286] valid_0's rmse: 3.53663 valid_1's rmse: 3.70891 [287] valid_0's rmse: 3.53557 valid_1's rmse: 3.70851 [288] valid_0's rmse: 3.53461 valid_1's rmse: 3.70803 [289] valid_0's rmse: 3.53374 valid_1's rmse: 3.70807 [290] valid_0's rmse: 3.53303 valid_1's rmse: 3.70808 [291] valid_0's rmse: 3.53224 valid_1's rmse: 3.70773 [292] valid_0's rmse: 3.53163 valid_1's rmse: 3.7073 [293] valid_0's rmse: 3.53092 valid_1's rmse: 3.70712 [294] valid_0's rmse: 3.53039 valid_1's rmse: 3.70708 [295] valid_0's rmse: 3.52974 valid_1's rmse: 3.7068 [296] valid_0's rmse: 3.52887 valid_1's rmse: 3.70627 [297] valid_0's rmse: 3.52843 valid_1's rmse: 3.70635 [298] valid_0's rmse: 3.52717 valid_1's rmse: 3.70528 [299] valid_0's rmse: 3.52664 valid_1's rmse: 3.70504 [300] valid_0's rmse: 3.52571 valid_1's rmse: 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valid_0's rmse: 3.38819 valid_1's rmse: 3.67014 [543] valid_0's rmse: 3.38795 valid_1's rmse: 3.67026 [544] valid_0's rmse: 3.38765 valid_1's rmse: 3.6701 [545] valid_0's rmse: 3.38724 valid_1's rmse: 3.67015 [546] valid_0's rmse: 3.38683 valid_1's rmse: 3.67008 [547] valid_0's rmse: 3.3862 valid_1's rmse: 3.66984 [548] valid_0's rmse: 3.38601 valid_1's rmse: 3.66975 [549] valid_0's rmse: 3.38532 valid_1's rmse: 3.66973 [550] valid_0's rmse: 3.38473 valid_1's rmse: 3.66993 [551] valid_0's rmse: 3.38416 valid_1's rmse: 3.66968 [552] valid_0's rmse: 3.38345 valid_1's rmse: 3.66931 [553] valid_0's rmse: 3.3829 valid_1's rmse: 3.66929 [554] valid_0's rmse: 3.38252 valid_1's rmse: 3.66928 [555] valid_0's rmse: 3.38196 valid_1's rmse: 3.66911 [556] valid_0's rmse: 3.38179 valid_1's rmse: 3.66909 [557] valid_0's rmse: 3.38148 valid_1's rmse: 3.66891 [558] valid_0's rmse: 3.38111 valid_1's rmse: 3.66876 [559] valid_0's rmse: 3.38062 valid_1's rmse: 3.6686 [560] valid_0's rmse: 3.37999 valid_1's rmse: 3.66843 [561] valid_0's rmse: 3.37969 valid_1's rmse: 3.66837 [562] valid_0's rmse: 3.37906 valid_1's rmse: 3.66848 [563] valid_0's rmse: 3.37859 valid_1's rmse: 3.66838 [564] valid_0's rmse: 3.37808 valid_1's rmse: 3.66826 [565] valid_0's rmse: 3.37742 valid_1's rmse: 3.66803 [566] valid_0's rmse: 3.37714 valid_1's rmse: 3.66819 [567] valid_0's rmse: 3.37676 valid_1's rmse: 3.66831 [568] valid_0's rmse: 3.37622 valid_1's rmse: 3.66846 [569] valid_0's rmse: 3.37608 valid_1's rmse: 3.66838 [570] valid_0's rmse: 3.37569 valid_1's rmse: 3.66834 [571] valid_0's rmse: 3.37515 valid_1's rmse: 3.66838 [572] valid_0's rmse: 3.37494 valid_1's rmse: 3.66835 [573] valid_0's rmse: 3.37443 valid_1's rmse: 3.66832 [574] valid_0's rmse: 3.37397 valid_1's rmse: 3.66816 [575] valid_0's rmse: 3.37358 valid_1's rmse: 3.66795 [576] valid_0's rmse: 3.37315 valid_1's rmse: 3.66804 [577] valid_0's rmse: 3.37278 valid_1's rmse: 3.66795 [578] valid_0's rmse: 3.37231 valid_1's rmse: 3.66792 [579] valid_0's rmse: 3.37175 valid_1's rmse: 3.66796 [580] valid_0's rmse: 3.37136 valid_1's rmse: 3.66806 [581] valid_0's rmse: 3.37083 valid_1's rmse: 3.66824 [582] valid_0's rmse: 3.37063 valid_1's rmse: 3.66814 [583] valid_0's rmse: 3.37018 valid_1's rmse: 3.66799 [584] valid_0's rmse: 3.36995 valid_1's rmse: 3.66795 [585] valid_0's rmse: 3.36959 valid_1's rmse: 3.6679 [586] valid_0's rmse: 3.36909 valid_1's rmse: 3.66814 [587] valid_0's rmse: 3.36882 valid_1's rmse: 3.6681 [588] valid_0's rmse: 3.36855 valid_1's rmse: 3.66803 [589] valid_0's rmse: 3.36806 valid_1's rmse: 3.66816 [590] valid_0's rmse: 3.36761 valid_1's rmse: 3.66803 [591] valid_0's rmse: 3.36541 valid_1's rmse: 3.66595 [592] valid_0's rmse: 3.36508 valid_1's rmse: 3.66615 [593] valid_0's rmse: 3.36459 valid_1's rmse: 3.66601 [594] valid_0's rmse: 3.36418 valid_1's rmse: 3.6661 [595] valid_0's rmse: 3.36404 valid_1's rmse: 3.66609 [596] valid_0's rmse: 3.36366 valid_1's rmse: 3.666 [597] valid_0's rmse: 3.36329 valid_1's rmse: 3.66595 [598] valid_0's rmse: 3.36283 valid_1's rmse: 3.66593 [599] valid_0's rmse: 3.36243 valid_1's rmse: 3.66592 [600] valid_0's rmse: 3.36217 valid_1's rmse: 3.66589 [601] valid_0's rmse: 3.36189 valid_1's rmse: 3.66582 [602] valid_0's rmse: 3.36118 valid_1's rmse: 3.66568 [603] valid_0's rmse: 3.36084 valid_1's rmse: 3.66562 [604] valid_0's rmse: 3.36049 valid_1's rmse: 3.66551 [605] valid_0's rmse: 3.36012 valid_1's rmse: 3.66554 [606] valid_0's rmse: 3.3597 valid_1's rmse: 3.66543 [607] valid_0's rmse: 3.35927 valid_1's rmse: 3.66523 [608] valid_0's rmse: 3.35889 valid_1's rmse: 3.66526 [609] valid_0's rmse: 3.35851 valid_1's rmse: 3.6652 [610] valid_0's rmse: 3.35825 valid_1's rmse: 3.66519 [611] valid_0's rmse: 3.35782 valid_1's rmse: 3.6652 [612] valid_0's rmse: 3.35729 valid_1's rmse: 3.66517 [613] valid_0's rmse: 3.35706 valid_1's rmse: 3.66516 [614] valid_0's rmse: 3.35651 valid_1's rmse: 3.6653 [615] valid_0's rmse: 3.35605 valid_1's rmse: 3.66529 [616] valid_0's rmse: 3.3557 valid_1's rmse: 3.66528 [617] valid_0's rmse: 3.35555 valid_1's rmse: 3.66525 [618] valid_0's rmse: 3.35513 valid_1's rmse: 3.66516 [619] valid_0's rmse: 3.3545 valid_1's rmse: 3.66591 [620] valid_0's rmse: 3.35401 valid_1's rmse: 3.66576 [621] valid_0's rmse: 3.3538 valid_1's rmse: 3.66568 [622] valid_0's rmse: 3.35336 valid_1's rmse: 3.66553 [623] valid_0's rmse: 3.35285 valid_1's rmse: 3.66556 [624] valid_0's rmse: 3.35255 valid_1's rmse: 3.66545 [625] valid_0's rmse: 3.35215 valid_1's rmse: 3.66537 [626] valid_0's rmse: 3.35179 valid_1's rmse: 3.66519 [627] valid_0's rmse: 3.35153 valid_1's rmse: 3.66516 [628] valid_0's rmse: 3.35124 valid_1's rmse: 3.66507 [629] valid_0's rmse: 3.35055 valid_1's rmse: 3.66488 [630] valid_0's rmse: 3.35013 valid_1's rmse: 3.66478 [631] valid_0's rmse: 3.34937 valid_1's rmse: 3.66465 [632] valid_0's rmse: 3.34904 valid_1's rmse: 3.66461 [633] valid_0's rmse: 3.34872 valid_1's rmse: 3.66456 [634] valid_0's rmse: 3.3484 valid_1's rmse: 3.66452 [635] valid_0's rmse: 3.3479 valid_1's rmse: 3.6645 [636] valid_0's rmse: 3.34759 valid_1's rmse: 3.66465 [637] valid_0's rmse: 3.34722 valid_1's rmse: 3.66456 [638] valid_0's rmse: 3.34687 valid_1's rmse: 3.66468 [639] valid_0's rmse: 3.34645 valid_1's rmse: 3.66481 [640] valid_0's rmse: 3.34615 valid_1's rmse: 3.66478 [641] valid_0's rmse: 3.34586 valid_1's rmse: 3.66471 [642] valid_0's rmse: 3.34551 valid_1's rmse: 3.66469 [643] valid_0's rmse: 3.34525 valid_1's rmse: 3.66463 [644] valid_0's rmse: 3.34485 valid_1's rmse: 3.66459 [645] valid_0's rmse: 3.34461 valid_1's rmse: 3.66458 [646] valid_0's rmse: 3.34427 valid_1's rmse: 3.66446 [647] valid_0's rmse: 3.34391 valid_1's rmse: 3.66435 [648] valid_0's rmse: 3.34361 valid_1's rmse: 3.66424 [649] valid_0's rmse: 3.34314 valid_1's rmse: 3.6642 [650] valid_0's rmse: 3.34282 valid_1's rmse: 3.66411 [651] valid_0's rmse: 3.34255 valid_1's rmse: 3.66413 [652] valid_0's rmse: 3.34216 valid_1's rmse: 3.664 [653] valid_0's rmse: 3.34185 valid_1's rmse: 3.6638 [654] valid_0's rmse: 3.34148 valid_1's rmse: 3.66375 [655] valid_0's rmse: 3.34088 valid_1's rmse: 3.66349 [656] valid_0's rmse: 3.34057 valid_1's rmse: 3.66354 [657] valid_0's rmse: 3.34007 valid_1's rmse: 3.66377 [658] valid_0's rmse: 3.33971 valid_1's rmse: 3.66388 [659] valid_0's rmse: 3.33937 valid_1's rmse: 3.66365 [660] valid_0's rmse: 3.33906 valid_1's rmse: 3.66352 [661] valid_0's rmse: 3.33873 valid_1's rmse: 3.66369 [662] valid_0's rmse: 3.33828 valid_1's rmse: 3.66423 [663] valid_0's rmse: 3.33772 valid_1's rmse: 3.6644 [664] valid_0's rmse: 3.33725 valid_1's rmse: 3.66433 [665] valid_0's rmse: 3.33679 valid_1's rmse: 3.66424 [666] valid_0's rmse: 3.33644 valid_1's rmse: 3.66425 [667] valid_0's rmse: 3.33611 valid_1's rmse: 3.66409 [668] valid_0's rmse: 3.33589 valid_1's rmse: 3.66412 [669] valid_0's rmse: 3.33565 valid_1's rmse: 3.66411 [670] valid_0's rmse: 3.33527 valid_1's rmse: 3.6638 [671] valid_0's rmse: 3.33502 valid_1's rmse: 3.66371 [672] valid_0's rmse: 3.33479 valid_1's rmse: 3.66364 [673] valid_0's rmse: 3.33454 valid_1's rmse: 3.66358 [674] valid_0's rmse: 3.33423 valid_1's rmse: 3.66335 [675] valid_0's rmse: 3.33384 valid_1's rmse: 3.66316 [676] valid_0's rmse: 3.3335 valid_1's rmse: 3.66306 [677] valid_0's rmse: 3.3333 valid_1's rmse: 3.66314 [678] valid_0's rmse: 3.33295 valid_1's rmse: 3.66311 [679] valid_0's rmse: 3.3328 valid_1's rmse: 3.66316 [680] valid_0's rmse: 3.33228 valid_1's rmse: 3.66326 [681] valid_0's rmse: 3.33184 valid_1's rmse: 3.66352 [682] valid_0's rmse: 3.33127 valid_1's rmse: 3.66328 [683] valid_0's rmse: 3.33094 valid_1's rmse: 3.66338 [684] valid_0's rmse: 3.33054 valid_1's rmse: 3.66351 [685] valid_0's rmse: 3.3302 valid_1's rmse: 3.66353 [686] valid_0's rmse: 3.3298 valid_1's rmse: 3.66346 [687] valid_0's rmse: 3.32951 valid_1's rmse: 3.66341 [688] valid_0's rmse: 3.32914 valid_1's rmse: 3.66338 [689] valid_0's rmse: 3.32872 valid_1's rmse: 3.66339 [690] valid_0's rmse: 3.32859 valid_1's rmse: 3.66341 [691] valid_0's rmse: 3.32814 valid_1's rmse: 3.66331 [692] valid_0's rmse: 3.32785 valid_1's rmse: 3.66334 [693] valid_0's rmse: 3.32747 valid_1's rmse: 3.66327 [694] valid_0's rmse: 3.32723 valid_1's rmse: 3.6633 [695] valid_0's rmse: 3.3271 valid_1's rmse: 3.6633 [696] valid_0's rmse: 3.32642 valid_1's rmse: 3.66338 Early stopping, best iteration is: [676] valid_0's rmse: 3.3335 valid_1's rmse: 3.66306 SCORE: 3.663059816236396 [1] valid_0's rmse: 8.96925 valid_1's rmse: 8.928 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37317 valid_1's rmse: 8.33427 [3] valid_0's rmse: 7.84753 valid_1's rmse: 7.80949 [4] valid_0's rmse: 7.3934 valid_1's rmse: 7.35606 [5] valid_0's rmse: 6.99306 valid_1's rmse: 6.95713 [6] valid_0's rmse: 6.64074 valid_1's rmse: 6.6063 [7] valid_0's rmse: 6.3321 valid_1's rmse: 6.29851 [8] valid_0's rmse: 6.06834 valid_1's rmse: 6.03461 [9] valid_0's rmse: 5.85301 valid_1's rmse: 5.82137 [10] valid_0's rmse: 5.65349 valid_1's rmse: 5.62233 [11] valid_0's rmse: 5.45373 valid_1's rmse: 5.42361 [12] valid_0's rmse: 5.31187 valid_1's rmse: 5.28256 [13] valid_0's rmse: 5.19327 valid_1's rmse: 5.1649 [14] valid_0's rmse: 5.09166 valid_1's rmse: 5.06465 [15] valid_0's rmse: 4.99232 valid_1's rmse: 4.96612 [16] valid_0's rmse: 4.89356 valid_1's rmse: 4.86916 [17] valid_0's rmse: 4.8174 valid_1's rmse: 4.79403 [18] valid_0's rmse: 4.76025 valid_1's rmse: 4.73973 [19] valid_0's rmse: 4.68812 valid_1's rmse: 4.66836 [20] valid_0's rmse: 4.63357 valid_1's rmse: 4.61437 [21] valid_0's rmse: 4.59108 valid_1's rmse: 4.57534 [22] valid_0's rmse: 4.52019 valid_1's rmse: 4.50499 [23] valid_0's rmse: 4.48713 valid_1's rmse: 4.47293 [24] valid_0's rmse: 4.45236 valid_1's rmse: 4.43912 [25] valid_0's rmse: 4.42106 valid_1's rmse: 4.4108 [26] valid_0's rmse: 4.38259 valid_1's rmse: 4.37251 [27] valid_0's rmse: 4.36124 valid_1's rmse: 4.35314 [28] valid_0's rmse: 4.31548 valid_1's rmse: 4.30784 [29] valid_0's rmse: 4.29275 valid_1's rmse: 4.28775 [30] valid_0's rmse: 4.27279 valid_1's rmse: 4.26891 [31] valid_0's rmse: 4.24093 valid_1's rmse: 4.23759 [32] valid_0's rmse: 4.2249 valid_1's rmse: 4.22265 [33] valid_0's rmse: 4.20996 valid_1's rmse: 4.20849 [34] valid_0's rmse: 4.19532 valid_1's rmse: 4.19417 [35] valid_0's rmse: 4.18318 valid_1's rmse: 4.18337 [36] valid_0's rmse: 4.16027 valid_1's rmse: 4.16173 [37] valid_0's rmse: 4.15244 valid_1's rmse: 4.15501 [38] valid_0's rmse: 4.12501 valid_1's rmse: 4.12802 [39] valid_0's rmse: 4.11352 valid_1's rmse: 4.11712 [40] valid_0's rmse: 4.10659 valid_1's rmse: 4.11119 [41] valid_0's rmse: 4.0948 valid_1's rmse: 4.09984 [42] valid_0's rmse: 4.07837 valid_1's rmse: 4.0839 [43] valid_0's rmse: 4.07347 valid_1's rmse: 4.08013 [44] valid_0's rmse: 4.05878 valid_1's rmse: 4.06571 [45] valid_0's rmse: 4.0518 valid_1's rmse: 4.06051 [46] valid_0's rmse: 4.0404 valid_1's rmse: 4.05081 [47] valid_0's rmse: 4.03148 valid_1's rmse: 4.04447 [48] valid_0's rmse: 4.0209 valid_1's rmse: 4.03503 [49] valid_0's rmse: 4.01261 valid_1's rmse: 4.02932 [50] valid_0's rmse: 3.99947 valid_1's rmse: 4.01605 [51] valid_0's rmse: 3.99109 valid_1's rmse: 4.00837 [52] valid_0's rmse: 3.98521 valid_1's rmse: 4.00533 [53] valid_0's rmse: 3.97837 valid_1's rmse: 3.99932 [54] valid_0's rmse: 3.97314 valid_1's rmse: 3.99593 [55] valid_0's rmse: 3.96548 valid_1's rmse: 3.98821 [56] valid_0's rmse: 3.95852 valid_1's rmse: 3.98175 [57] valid_0's rmse: 3.95452 valid_1's rmse: 3.97964 [58] valid_0's rmse: 3.945 valid_1's rmse: 3.97065 [59] valid_0's rmse: 3.93855 valid_1's rmse: 3.96465 [60] valid_0's rmse: 3.93284 valid_1's rmse: 3.95984 [61] valid_0's rmse: 3.92875 valid_1's rmse: 3.95712 [62] valid_0's rmse: 3.9206 valid_1's rmse: 3.9493 [63] valid_0's rmse: 3.91694 valid_1's rmse: 3.9466 [64] valid_0's rmse: 3.91287 valid_1's rmse: 3.94335 [65] valid_0's rmse: 3.90472 valid_1's rmse: 3.93531 [66] valid_0's rmse: 3.90021 valid_1's rmse: 3.9316 [67] valid_0's rmse: 3.89172 valid_1's rmse: 3.9235 [68] valid_0's rmse: 3.88537 valid_1's rmse: 3.91746 [69] valid_0's rmse: 3.88119 valid_1's rmse: 3.91388 [70] valid_0's rmse: 3.87545 valid_1's rmse: 3.90946 [71] valid_0's rmse: 3.87161 valid_1's rmse: 3.90785 [72] valid_0's rmse: 3.86682 valid_1's rmse: 3.90357 [73] valid_0's rmse: 3.86404 valid_1's rmse: 3.9018 [74] valid_0's rmse: 3.86026 valid_1's rmse: 3.90041 [75] valid_0's rmse: 3.8548 valid_1's rmse: 3.89596 [76] valid_0's rmse: 3.84569 valid_1's rmse: 3.88778 [77] valid_0's rmse: 3.84289 valid_1's rmse: 3.88611 [78] valid_0's rmse: 3.83868 valid_1's rmse: 3.88271 [79] valid_0's rmse: 3.83491 valid_1's rmse: 3.87924 [80] valid_0's rmse: 3.83221 valid_1's rmse: 3.87746 [81] valid_0's rmse: 3.82852 valid_1's rmse: 3.87606 [82] valid_0's rmse: 3.8258 valid_1's rmse: 3.87446 [83] valid_0's rmse: 3.82163 valid_1's rmse: 3.8706 [84] valid_0's rmse: 3.81731 valid_1's rmse: 3.86627 [85] valid_0's rmse: 3.81526 valid_1's rmse: 3.86504 [86] valid_0's rmse: 3.81269 valid_1's rmse: 3.86289 [87] valid_0's rmse: 3.80726 valid_1's rmse: 3.85764 [88] valid_0's rmse: 3.80375 valid_1's rmse: 3.85588 [89] valid_0's rmse: 3.79919 valid_1's rmse: 3.85172 [90] valid_0's rmse: 3.79475 valid_1's rmse: 3.84795 [91] valid_0's rmse: 3.79113 valid_1's rmse: 3.8459 [92] valid_0's rmse: 3.78774 valid_1's rmse: 3.84567 [93] valid_0's rmse: 3.78345 valid_1's rmse: 3.84235 [94] valid_0's rmse: 3.78117 valid_1's rmse: 3.84142 [95] valid_0's rmse: 3.77661 valid_1's rmse: 3.83826 [96] valid_0's rmse: 3.77321 valid_1's rmse: 3.83576 [97] valid_0's rmse: 3.77112 valid_1's rmse: 3.83449 [98] valid_0's rmse: 3.76755 valid_1's rmse: 3.83166 [99] valid_0's rmse: 3.76409 valid_1's rmse: 3.82883 [100] valid_0's rmse: 3.75949 valid_1's rmse: 3.82493 [101] valid_0's rmse: 3.7567 valid_1's rmse: 3.82455 [102] valid_0's rmse: 3.75293 valid_1's rmse: 3.82323 [103] valid_0's rmse: 3.75042 valid_1's rmse: 3.82187 [104] valid_0's rmse: 3.74644 valid_1's rmse: 3.81876 [105] valid_0's rmse: 3.74296 valid_1's rmse: 3.81573 [106] valid_0's rmse: 3.74092 valid_1's rmse: 3.8149 [107] valid_0's rmse: 3.73863 valid_1's rmse: 3.81406 [108] valid_0's rmse: 3.73515 valid_1's rmse: 3.81143 [109] valid_0's rmse: 3.73253 valid_1's rmse: 3.80995 [110] valid_0's rmse: 3.73033 valid_1's rmse: 3.8087 [111] valid_0's rmse: 3.72819 valid_1's rmse: 3.80726 [112] valid_0's rmse: 3.72552 valid_1's rmse: 3.80534 [113] valid_0's rmse: 3.72339 valid_1's rmse: 3.80406 [114] valid_0's rmse: 3.72064 valid_1's rmse: 3.80186 [115] valid_0's rmse: 3.71878 valid_1's rmse: 3.80048 [116] valid_0's rmse: 3.71664 valid_1's rmse: 3.79985 [117] valid_0's rmse: 3.71494 valid_1's rmse: 3.79948 [118] valid_0's rmse: 3.71354 valid_1's rmse: 3.79934 [119] valid_0's rmse: 3.70939 valid_1's rmse: 3.79545 [120] valid_0's rmse: 3.70785 valid_1's rmse: 3.79473 [121] valid_0's rmse: 3.70435 valid_1's rmse: 3.79392 [122] valid_0's rmse: 3.70153 valid_1's rmse: 3.792 [123] valid_0's rmse: 3.69908 valid_1's rmse: 3.7905 [124] valid_0's rmse: 3.69762 valid_1's rmse: 3.79058 [125] valid_0's rmse: 3.69497 valid_1's rmse: 3.78807 [126] valid_0's rmse: 3.69288 valid_1's rmse: 3.78652 [127] valid_0's rmse: 3.69081 valid_1's rmse: 3.78511 [128] valid_0's rmse: 3.68917 valid_1's rmse: 3.78458 [129] valid_0's rmse: 3.68721 valid_1's rmse: 3.78328 [130] valid_0's rmse: 3.68606 valid_1's rmse: 3.78308 [131] valid_0's rmse: 3.68497 valid_1's rmse: 3.78232 [132] valid_0's rmse: 3.68272 valid_1's rmse: 3.78058 [133] valid_0's rmse: 3.68055 valid_1's rmse: 3.77898 [134] valid_0's rmse: 3.67804 valid_1's rmse: 3.77723 [135] valid_0's rmse: 3.67517 valid_1's rmse: 3.77497 [136] valid_0's rmse: 3.67359 valid_1's rmse: 3.7736 [137] valid_0's rmse: 3.6722 valid_1's rmse: 3.77301 [138] valid_0's rmse: 3.67079 valid_1's rmse: 3.77241 [139] valid_0's rmse: 3.66857 valid_1's rmse: 3.77074 [140] valid_0's rmse: 3.66621 valid_1's rmse: 3.76842 [141] valid_0's rmse: 3.66465 valid_1's rmse: 3.76824 [142] valid_0's rmse: 3.66288 valid_1's rmse: 3.76778 [143] valid_0's rmse: 3.66164 valid_1's rmse: 3.76712 [144] valid_0's rmse: 3.6597 valid_1's rmse: 3.76679 [145] valid_0's rmse: 3.65839 valid_1's rmse: 3.76616 [146] valid_0's rmse: 3.65687 valid_1's rmse: 3.76519 [147] valid_0's rmse: 3.65526 valid_1's rmse: 3.76393 [148] valid_0's rmse: 3.65374 valid_1's rmse: 3.76371 [149] valid_0's rmse: 3.65216 valid_1's rmse: 3.76286 [150] valid_0's rmse: 3.6507 valid_1's rmse: 3.76248 [151] valid_0's rmse: 3.64746 valid_1's rmse: 3.75974 [152] valid_0's rmse: 3.64631 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valid_1's rmse: 3.68714 [394] valid_0's rmse: 3.42063 valid_1's rmse: 3.68707 [395] valid_0's rmse: 3.41973 valid_1's rmse: 3.68665 [396] valid_0's rmse: 3.41864 valid_1's rmse: 3.68586 [397] valid_0's rmse: 3.41801 valid_1's rmse: 3.68589 [398] valid_0's rmse: 3.41726 valid_1's rmse: 3.68598 [399] valid_0's rmse: 3.41678 valid_1's rmse: 3.68579 [400] valid_0's rmse: 3.41631 valid_1's rmse: 3.68567 [401] valid_0's rmse: 3.41562 valid_1's rmse: 3.68586 [402] valid_0's rmse: 3.41489 valid_1's rmse: 3.68578 [403] valid_0's rmse: 3.41414 valid_1's rmse: 3.68567 [404] valid_0's rmse: 3.41309 valid_1's rmse: 3.68644 [405] valid_0's rmse: 3.41242 valid_1's rmse: 3.68616 [406] valid_0's rmse: 3.41183 valid_1's rmse: 3.68608 [407] valid_0's rmse: 3.41127 valid_1's rmse: 3.68596 [408] valid_0's rmse: 3.41097 valid_1's rmse: 3.68594 [409] valid_0's rmse: 3.41007 valid_1's rmse: 3.68548 [410] valid_0's rmse: 3.40936 valid_1's rmse: 3.68513 [411] valid_0's rmse: 3.40868 valid_1's rmse: 3.68509 [412] valid_0's rmse: 3.40832 valid_1's rmse: 3.68507 [413] valid_0's rmse: 3.40779 valid_1's rmse: 3.68489 [414] valid_0's rmse: 3.40716 valid_1's rmse: 3.68479 [415] valid_0's rmse: 3.40636 valid_1's rmse: 3.68526 [416] valid_0's rmse: 3.40567 valid_1's rmse: 3.68514 [417] valid_0's rmse: 3.40505 valid_1's rmse: 3.68492 [418] valid_0's rmse: 3.40393 valid_1's rmse: 3.68413 [419] valid_0's rmse: 3.40312 valid_1's rmse: 3.68442 [420] valid_0's rmse: 3.40234 valid_1's rmse: 3.68459 [421] valid_0's rmse: 3.40181 valid_1's rmse: 3.6846 [422] valid_0's rmse: 3.40127 valid_1's rmse: 3.68472 [423] valid_0's rmse: 3.40065 valid_1's rmse: 3.68462 [424] valid_0's rmse: 3.40036 valid_1's rmse: 3.68461 [425] valid_0's rmse: 3.39975 valid_1's rmse: 3.68457 [426] valid_0's rmse: 3.3994 valid_1's rmse: 3.68437 [427] valid_0's rmse: 3.39877 valid_1's rmse: 3.68454 [428] valid_0's rmse: 3.39832 valid_1's rmse: 3.68452 [429] valid_0's rmse: 3.39785 valid_1's rmse: 3.6843 [430] valid_0's rmse: 3.3976 valid_1's rmse: 3.6843 [431] valid_0's rmse: 3.39704 valid_1's rmse: 3.68447 [432] valid_0's rmse: 3.39646 valid_1's rmse: 3.6841 [433] valid_0's rmse: 3.39586 valid_1's rmse: 3.6839 [434] valid_0's rmse: 3.3954 valid_1's rmse: 3.68388 [435] valid_0's rmse: 3.39468 valid_1's rmse: 3.68355 [436] valid_0's rmse: 3.39376 valid_1's rmse: 3.68294 [437] valid_0's rmse: 3.39329 valid_1's rmse: 3.68268 [438] valid_0's rmse: 3.39277 valid_1's rmse: 3.68291 [439] valid_0's rmse: 3.39238 valid_1's rmse: 3.6829 [440] valid_0's rmse: 3.39147 valid_1's rmse: 3.6823 [441] valid_0's rmse: 3.39079 valid_1's rmse: 3.6823 [442] valid_0's rmse: 3.39021 valid_1's rmse: 3.68232 [443] valid_0's rmse: 3.38966 valid_1's rmse: 3.68224 [444] valid_0's rmse: 3.38905 valid_1's rmse: 3.68236 [445] valid_0's rmse: 3.38844 valid_1's rmse: 3.6822 [446] valid_0's rmse: 3.38758 valid_1's rmse: 3.68174 [447] valid_0's rmse: 3.3871 valid_1's rmse: 3.68145 [448] valid_0's rmse: 3.38654 valid_1's rmse: 3.68148 [449] valid_0's rmse: 3.38613 valid_1's rmse: 3.68138 [450] valid_0's rmse: 3.38558 valid_1's rmse: 3.68111 [451] valid_0's rmse: 3.38486 valid_1's rmse: 3.68084 [452] valid_0's rmse: 3.38438 valid_1's rmse: 3.6807 [453] valid_0's rmse: 3.38381 valid_1's rmse: 3.68085 [454] valid_0's rmse: 3.3833 valid_1's rmse: 3.68104 [455] valid_0's rmse: 3.38256 valid_1's rmse: 3.68068 [456] valid_0's rmse: 3.38196 valid_1's rmse: 3.68041 [457] valid_0's rmse: 3.38152 valid_1's rmse: 3.6803 [458] valid_0's rmse: 3.38087 valid_1's rmse: 3.68008 [459] valid_0's rmse: 3.38025 valid_1's rmse: 3.68025 [460] valid_0's rmse: 3.37959 valid_1's rmse: 3.68016 [461] valid_0's rmse: 3.37891 valid_1's rmse: 3.67988 [462] valid_0's rmse: 3.37841 valid_1's rmse: 3.67995 [463] valid_0's rmse: 3.37788 valid_1's rmse: 3.68019 [464] valid_0's rmse: 3.37736 valid_1's rmse: 3.68003 [465] valid_0's rmse: 3.3769 valid_1's rmse: 3.68001 [466] valid_0's rmse: 3.37605 valid_1's rmse: 3.6796 [467] valid_0's rmse: 3.37541 valid_1's rmse: 3.67944 [468] valid_0's rmse: 3.37474 valid_1's rmse: 3.67925 [469] valid_0's rmse: 3.37437 valid_1's rmse: 3.6792 [470] valid_0's rmse: 3.37373 valid_1's rmse: 3.67888 [471] valid_0's rmse: 3.37309 valid_1's rmse: 3.67882 [472] valid_0's rmse: 3.37222 valid_1's rmse: 3.6785 [473] valid_0's rmse: 3.37151 valid_1's rmse: 3.67838 [474] valid_0's rmse: 3.37088 valid_1's rmse: 3.67797 [475] valid_0's rmse: 3.37029 valid_1's rmse: 3.67807 [476] valid_0's rmse: 3.36978 valid_1's rmse: 3.67793 [477] valid_0's rmse: 3.36931 valid_1's rmse: 3.67762 [478] valid_0's rmse: 3.36874 valid_1's rmse: 3.67726 [479] valid_0's rmse: 3.36815 valid_1's rmse: 3.67722 [480] valid_0's rmse: 3.36772 valid_1's rmse: 3.67699 [481] valid_0's rmse: 3.36693 valid_1's rmse: 3.67668 [482] valid_0's rmse: 3.36635 valid_1's rmse: 3.67671 [483] valid_0's rmse: 3.36603 valid_1's rmse: 3.67654 [484] valid_0's rmse: 3.3657 valid_1's rmse: 3.6766 [485] valid_0's rmse: 3.36516 valid_1's rmse: 3.67654 [486] valid_0's rmse: 3.36483 valid_1's rmse: 3.67634 [487] valid_0's rmse: 3.36455 valid_1's rmse: 3.6763 [488] valid_0's rmse: 3.36408 valid_1's rmse: 3.67615 [489] valid_0's rmse: 3.36377 valid_1's rmse: 3.67624 [490] valid_0's rmse: 3.3632 valid_1's rmse: 3.67618 [491] valid_0's rmse: 3.36285 valid_1's rmse: 3.67611 [492] valid_0's rmse: 3.36234 valid_1's rmse: 3.67617 [493] valid_0's rmse: 3.36162 valid_1's rmse: 3.67595 [494] valid_0's rmse: 3.36097 valid_1's rmse: 3.6758 [495] valid_0's rmse: 3.3602 valid_1's rmse: 3.6759 [496] valid_0's rmse: 3.35962 valid_1's rmse: 3.67579 [497] valid_0's rmse: 3.35912 valid_1's rmse: 3.67559 [498] valid_0's rmse: 3.3588 valid_1's rmse: 3.67558 [499] valid_0's rmse: 3.35836 valid_1's rmse: 3.6757 [500] valid_0's rmse: 3.35773 valid_1's rmse: 3.67575 [501] valid_0's rmse: 3.35746 valid_1's rmse: 3.67553 [502] valid_0's rmse: 3.35719 valid_1's rmse: 3.6753 [503] valid_0's rmse: 3.35653 valid_1's rmse: 3.6752 [504] valid_0's rmse: 3.35602 valid_1's rmse: 3.67518 [505] valid_0's rmse: 3.35546 valid_1's rmse: 3.67526 [506] valid_0's rmse: 3.35482 valid_1's rmse: 3.67489 [507] valid_0's rmse: 3.35445 valid_1's rmse: 3.67494 [508] valid_0's rmse: 3.35397 valid_1's rmse: 3.67491 [509] valid_0's rmse: 3.35339 valid_1's rmse: 3.67501 [510] valid_0's rmse: 3.35311 valid_1's rmse: 3.67497 [511] valid_0's rmse: 3.35244 valid_1's rmse: 3.67461 [512] valid_0's rmse: 3.3522 valid_1's rmse: 3.67456 [513] valid_0's rmse: 3.35158 valid_1's rmse: 3.67434 [514] valid_0's rmse: 3.35102 valid_1's rmse: 3.67427 [515] valid_0's rmse: 3.35018 valid_1's rmse: 3.67382 [516] valid_0's rmse: 3.34955 valid_1's rmse: 3.67385 [517] valid_0's rmse: 3.34888 valid_1's rmse: 3.67371 [518] valid_0's rmse: 3.34846 valid_1's rmse: 3.67373 [519] valid_0's rmse: 3.34799 valid_1's rmse: 3.67374 [520] valid_0's rmse: 3.34748 valid_1's rmse: 3.6739 [521] valid_0's rmse: 3.34687 valid_1's rmse: 3.67358 [522] valid_0's rmse: 3.34633 valid_1's rmse: 3.67361 [523] valid_0's rmse: 3.34593 valid_1's rmse: 3.67358 [524] valid_0's rmse: 3.34548 valid_1's rmse: 3.67369 [525] valid_0's rmse: 3.34506 valid_1's rmse: 3.67367 [526] valid_0's rmse: 3.34465 valid_1's rmse: 3.67354 [527] valid_0's rmse: 3.34427 valid_1's rmse: 3.67337 [528] valid_0's rmse: 3.34401 valid_1's rmse: 3.67332 [529] valid_0's rmse: 3.34362 valid_1's rmse: 3.67331 [530] valid_0's rmse: 3.34302 valid_1's rmse: 3.67307 [531] valid_0's rmse: 3.34251 valid_1's rmse: 3.67276 [532] valid_0's rmse: 3.34167 valid_1's rmse: 3.67238 [533] valid_0's rmse: 3.34098 valid_1's rmse: 3.6721 [534] valid_0's rmse: 3.34043 valid_1's rmse: 3.67188 [535] valid_0's rmse: 3.34004 valid_1's rmse: 3.67162 [536] valid_0's rmse: 3.33932 valid_1's rmse: 3.67145 [537] valid_0's rmse: 3.33896 valid_1's rmse: 3.67147 [538] valid_0's rmse: 3.3385 valid_1's rmse: 3.67135 [539] valid_0's rmse: 3.3377 valid_1's rmse: 3.67106 [540] valid_0's rmse: 3.33724 valid_1's rmse: 3.67084 [541] valid_0's rmse: 3.33685 valid_1's rmse: 3.67088 [542] valid_0's rmse: 3.33638 valid_1's rmse: 3.67111 [543] valid_0's rmse: 3.3358 valid_1's rmse: 3.67095 [544] valid_0's rmse: 3.3354 valid_1's rmse: 3.67103 [545] valid_0's rmse: 3.3347 valid_1's rmse: 3.6707 [546] valid_0's rmse: 3.3341 valid_1's rmse: 3.67077 [547] valid_0's rmse: 3.33363 valid_1's rmse: 3.67092 [548] valid_0's rmse: 3.33316 valid_1's rmse: 3.67083 [549] valid_0's rmse: 3.33275 valid_1's rmse: 3.67067 [550] valid_0's rmse: 3.33204 valid_1's rmse: 3.67078 [551] valid_0's rmse: 3.33177 valid_1's rmse: 3.67068 [552] valid_0's rmse: 3.33159 valid_1's rmse: 3.67072 [553] valid_0's rmse: 3.33128 valid_1's rmse: 3.67056 [554] valid_0's rmse: 3.33065 valid_1's rmse: 3.67027 [555] valid_0's rmse: 3.33013 valid_1's rmse: 3.67011 [556] valid_0's rmse: 3.32955 valid_1's rmse: 3.67 [557] valid_0's rmse: 3.32908 valid_1's rmse: 3.66991 [558] valid_0's rmse: 3.32862 valid_1's rmse: 3.67002 [559] valid_0's rmse: 3.32816 valid_1's rmse: 3.67021 [560] valid_0's rmse: 3.32764 valid_1's rmse: 3.67025 [561] valid_0's rmse: 3.32709 valid_1's rmse: 3.67024 [562] valid_0's rmse: 3.32649 valid_1's rmse: 3.6701 [563] valid_0's rmse: 3.32626 valid_1's rmse: 3.67 [564] valid_0's rmse: 3.32564 valid_1's rmse: 3.66974 [565] valid_0's rmse: 3.32517 valid_1's rmse: 3.66954 [566] valid_0's rmse: 3.32468 valid_1's rmse: 3.66955 [567] valid_0's rmse: 3.3241 valid_1's rmse: 3.66929 [568] valid_0's rmse: 3.32355 valid_1's rmse: 3.66903 [569] valid_0's rmse: 3.32309 valid_1's rmse: 3.6689 [570] valid_0's rmse: 3.32266 valid_1's rmse: 3.66906 [571] valid_0's rmse: 3.32227 valid_1's rmse: 3.66888 [572] valid_0's rmse: 3.32185 valid_1's rmse: 3.66867 [573] valid_0's rmse: 3.32138 valid_1's rmse: 3.66862 [574] valid_0's rmse: 3.32094 valid_1's rmse: 3.66852 [575] valid_0's rmse: 3.32044 valid_1's rmse: 3.66843 [576] valid_0's rmse: 3.31997 valid_1's rmse: 3.66852 [577] valid_0's rmse: 3.31965 valid_1's rmse: 3.66843 [578] valid_0's rmse: 3.31901 valid_1's rmse: 3.66827 [579] valid_0's rmse: 3.31832 valid_1's rmse: 3.66794 [580] valid_0's rmse: 3.31758 valid_1's rmse: 3.66756 [581] valid_0's rmse: 3.3172 valid_1's rmse: 3.66751 [582] valid_0's rmse: 3.3169 valid_1's rmse: 3.66752 [583] valid_0's rmse: 3.31652 valid_1's rmse: 3.66743 [584] valid_0's rmse: 3.31614 valid_1's rmse: 3.6673 [585] valid_0's rmse: 3.31562 valid_1's rmse: 3.66738 [586] valid_0's rmse: 3.31517 valid_1's rmse: 3.66737 [587] valid_0's rmse: 3.31477 valid_1's rmse: 3.66733 [588] valid_0's rmse: 3.3143 valid_1's rmse: 3.66755 [589] valid_0's rmse: 3.31391 valid_1's rmse: 3.66779 [590] valid_0's rmse: 3.31368 valid_1's rmse: 3.66779 [591] valid_0's rmse: 3.31341 valid_1's rmse: 3.66776 [592] valid_0's rmse: 3.31317 valid_1's rmse: 3.66767 [593] valid_0's rmse: 3.31276 valid_1's rmse: 3.66787 [594] valid_0's rmse: 3.31235 valid_1's rmse: 3.66768 [595] valid_0's rmse: 3.3118 valid_1's rmse: 3.66756 [596] valid_0's rmse: 3.31139 valid_1's rmse: 3.66734 [597] valid_0's rmse: 3.31126 valid_1's rmse: 3.66734 [598] valid_0's rmse: 3.31073 valid_1's rmse: 3.66749 [599] valid_0's rmse: 3.31023 valid_1's rmse: 3.66732 [600] valid_0's rmse: 3.30977 valid_1's rmse: 3.66719 [601] valid_0's rmse: 3.30954 valid_1's rmse: 3.66721 [602] valid_0's rmse: 3.30924 valid_1's rmse: 3.66718 [603] valid_0's rmse: 3.30881 valid_1's rmse: 3.66722 [604] valid_0's rmse: 3.30862 valid_1's rmse: 3.66717 [605] valid_0's rmse: 3.30811 valid_1's rmse: 3.66712 [606] valid_0's rmse: 3.30763 valid_1's rmse: 3.66699 [607] valid_0's rmse: 3.30719 valid_1's rmse: 3.66724 [608] valid_0's rmse: 3.30683 valid_1's rmse: 3.66717 [609] valid_0's rmse: 3.30636 valid_1's rmse: 3.6672 [610] valid_0's rmse: 3.30589 valid_1's rmse: 3.66712 [611] valid_0's rmse: 3.30558 valid_1's rmse: 3.66703 [612] valid_0's rmse: 3.30519 valid_1's rmse: 3.66688 [613] valid_0's rmse: 3.30476 valid_1's rmse: 3.66689 [614] valid_0's rmse: 3.30443 valid_1's rmse: 3.66686 [615] valid_0's rmse: 3.30409 valid_1's rmse: 3.66667 [616] valid_0's rmse: 3.30353 valid_1's rmse: 3.66645 [617] valid_0's rmse: 3.30311 valid_1's rmse: 3.66645 [618] valid_0's rmse: 3.30283 valid_1's rmse: 3.66647 [619] valid_0's rmse: 3.30229 valid_1's rmse: 3.66633 [620] valid_0's rmse: 3.30189 valid_1's rmse: 3.66639 [621] valid_0's rmse: 3.30142 valid_1's rmse: 3.66689 [622] valid_0's rmse: 3.30093 valid_1's rmse: 3.66675 [623] valid_0's rmse: 3.30017 valid_1's rmse: 3.66675 [624] valid_0's rmse: 3.29953 valid_1's rmse: 3.66659 [625] valid_0's rmse: 3.29907 valid_1's rmse: 3.66694 [626] valid_0's rmse: 3.29848 valid_1's rmse: 3.66691 [627] valid_0's rmse: 3.29806 valid_1's rmse: 3.66685 [628] valid_0's rmse: 3.29758 valid_1's rmse: 3.66689 [629] valid_0's rmse: 3.29722 valid_1's rmse: 3.66676 [630] valid_0's rmse: 3.29664 valid_1's rmse: 3.66635 [631] valid_0's rmse: 3.29622 valid_1's rmse: 3.6664 [632] valid_0's rmse: 3.29557 valid_1's rmse: 3.6664 [633] valid_0's rmse: 3.29511 valid_1's rmse: 3.66611 [634] valid_0's rmse: 3.29469 valid_1's rmse: 3.66637 [635] valid_0's rmse: 3.29436 valid_1's rmse: 3.66646 [636] valid_0's rmse: 3.29402 valid_1's rmse: 3.66651 [637] valid_0's rmse: 3.29373 valid_1's rmse: 3.66656 [638] valid_0's rmse: 3.29342 valid_1's rmse: 3.66659 [639] valid_0's rmse: 3.29316 valid_1's rmse: 3.66655 [640] valid_0's rmse: 3.29287 valid_1's rmse: 3.66648 [641] valid_0's rmse: 3.29239 valid_1's rmse: 3.66638 [642] valid_0's rmse: 3.29192 valid_1's rmse: 3.66634 [643] valid_0's rmse: 3.29164 valid_1's rmse: 3.66637 [644] valid_0's rmse: 3.29121 valid_1's rmse: 3.6664 [645] valid_0's rmse: 3.29066 valid_1's rmse: 3.66619 [646] valid_0's rmse: 3.29016 valid_1's rmse: 3.66628 [647] valid_0's rmse: 3.28969 valid_1's rmse: 3.66619 [648] valid_0's rmse: 3.28939 valid_1's rmse: 3.6663 [649] valid_0's rmse: 3.28905 valid_1's rmse: 3.66617 [650] valid_0's rmse: 3.28873 valid_1's rmse: 3.66633 [651] valid_0's rmse: 3.28819 valid_1's rmse: 3.66635 [652] valid_0's rmse: 3.28771 valid_1's rmse: 3.6664 [653] valid_0's rmse: 3.28717 valid_1's rmse: 3.66643 Early stopping, best iteration is: [633] valid_0's rmse: 3.29511 valid_1's rmse: 3.66611 SCORE: 3.6661077603127645 [1] valid_0's rmse: 8.96435 valid_1's rmse: 8.92362 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37673 valid_1's rmse: 8.33777 [3] valid_0's rmse: 7.85271 valid_1's rmse: 7.81526 [4] valid_0's rmse: 7.39857 valid_1's rmse: 7.36266 [5] valid_0's rmse: 7.00361 valid_1's rmse: 6.96879 [6] valid_0's rmse: 6.65702 valid_1's rmse: 6.62411 [7] valid_0's rmse: 6.3704 valid_1's rmse: 6.33911 [8] valid_0's rmse: 6.10892 valid_1's rmse: 6.07749 [9] valid_0's rmse: 5.87977 valid_1's rmse: 5.84805 [10] valid_0's rmse: 5.67497 valid_1's rmse: 5.64365 [11] valid_0's rmse: 5.49521 valid_1's rmse: 5.46479 [12] valid_0's rmse: 5.34336 valid_1's rmse: 5.31413 [13] valid_0's rmse: 5.21641 valid_1's rmse: 5.18799 [14] valid_0's rmse: 5.09532 valid_1's rmse: 5.06825 [15] valid_0's rmse: 4.99028 valid_1's rmse: 4.96366 [16] valid_0's rmse: 4.88564 valid_1's rmse: 4.85946 [17] valid_0's rmse: 4.81189 valid_1's rmse: 4.78664 [18] valid_0's rmse: 4.72907 valid_1's rmse: 4.70485 [19] valid_0's rmse: 4.66966 valid_1's rmse: 4.6467 [20] valid_0's rmse: 4.61016 valid_1's rmse: 4.58727 [21] valid_0's rmse: 4.56245 valid_1's rmse: 4.53998 [22] valid_0's rmse: 4.52015 valid_1's rmse: 4.49837 [23] valid_0's rmse: 4.48132 valid_1's rmse: 4.46017 [24] valid_0's rmse: 4.45107 valid_1's rmse: 4.43135 [25] valid_0's rmse: 4.41282 valid_1's rmse: 4.39383 [26] valid_0's rmse: 4.38116 valid_1's rmse: 4.36248 [27] valid_0's rmse: 4.35608 valid_1's rmse: 4.33733 [28] valid_0's rmse: 4.322 valid_1's rmse: 4.3039 [29] valid_0's rmse: 4.30003 valid_1's rmse: 4.28225 [30] valid_0's rmse: 4.28226 valid_1's rmse: 4.26551 [31] valid_0's rmse: 4.25636 valid_1's rmse: 4.24075 [32] valid_0's rmse: 4.2327 valid_1's rmse: 4.21739 [33] valid_0's rmse: 4.22224 valid_1's rmse: 4.20794 [34] valid_0's rmse: 4.19769 valid_1's rmse: 4.18395 [35] valid_0's rmse: 4.17712 valid_1's rmse: 4.16392 [36] valid_0's rmse: 4.17128 valid_1's rmse: 4.15901 [37] valid_0's rmse: 4.16208 valid_1's rmse: 4.15156 [38] valid_0's rmse: 4.14432 valid_1's rmse: 4.1348 [39] valid_0's rmse: 4.13849 valid_1's rmse: 4.13003 [40] valid_0's rmse: 4.13268 valid_1's rmse: 4.12493 [41] valid_0's rmse: 4.12674 valid_1's rmse: 4.11981 [42] valid_0's rmse: 4.11044 valid_1's rmse: 4.10405 [43] valid_0's rmse: 4.10008 valid_1's rmse: 4.09454 [44] valid_0's rmse: 4.0936 valid_1's rmse: 4.08902 [45] valid_0's rmse: 4.08236 valid_1's rmse: 4.07964 [46] valid_0's rmse: 4.07765 valid_1's rmse: 4.07597 [47] valid_0's rmse: 4.0701 valid_1's rmse: 4.06954 [48] valid_0's rmse: 4.05694 valid_1's rmse: 4.05669 [49] valid_0's rmse: 4.05342 valid_1's rmse: 4.05424 [50] valid_0's rmse: 4.04243 valid_1's rmse: 4.04397 [51] valid_0's rmse: 4.03578 valid_1's rmse: 4.03796 [52] valid_0's rmse: 4.02563 valid_1's rmse: 4.02775 [53] valid_0's rmse: 4.01918 valid_1's rmse: 4.02303 [54] valid_0's rmse: 4.00614 valid_1's rmse: 4.01048 [55] valid_0's rmse: 3.99855 valid_1's rmse: 4.00312 [56] valid_0's rmse: 3.98935 valid_1's rmse: 3.99479 [57] valid_0's rmse: 3.98685 valid_1's rmse: 3.99365 [58] valid_0's rmse: 3.98187 valid_1's 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[282] valid_0's rmse: 3.55771 valid_1's rmse: 3.71812 [283] valid_0's rmse: 3.55694 valid_1's rmse: 3.71807 [284] valid_0's rmse: 3.55588 valid_1's rmse: 3.71747 [285] valid_0's rmse: 3.55514 valid_1's rmse: 3.71747 [286] valid_0's rmse: 3.55452 valid_1's rmse: 3.71723 [287] valid_0's rmse: 3.55364 valid_1's rmse: 3.71656 [288] valid_0's rmse: 3.55274 valid_1's rmse: 3.71591 [289] valid_0's rmse: 3.55172 valid_1's rmse: 3.71503 [290] valid_0's rmse: 3.55111 valid_1's rmse: 3.71484 [291] valid_0's rmse: 3.55023 valid_1's rmse: 3.71492 [292] valid_0's rmse: 3.54938 valid_1's rmse: 3.71482 [293] valid_0's rmse: 3.54842 valid_1's rmse: 3.71411 [294] valid_0's rmse: 3.54751 valid_1's rmse: 3.71368 [295] valid_0's rmse: 3.54656 valid_1's rmse: 3.71327 [296] valid_0's rmse: 3.54533 valid_1's rmse: 3.71339 [297] valid_0's rmse: 3.54467 valid_1's rmse: 3.71332 [298] valid_0's rmse: 3.54352 valid_1's rmse: 3.71353 [299] valid_0's rmse: 3.54275 valid_1's rmse: 3.71326 [300] valid_0's rmse: 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valid_0's rmse: 3.39235 valid_1's rmse: 3.67906 [579] valid_0's rmse: 3.39184 valid_1's rmse: 3.67887 [580] valid_0's rmse: 3.39131 valid_1's rmse: 3.67874 [581] valid_0's rmse: 3.39102 valid_1's rmse: 3.67875 [582] valid_0's rmse: 3.39059 valid_1's rmse: 3.67851 [583] valid_0's rmse: 3.39016 valid_1's rmse: 3.67811 [584] valid_0's rmse: 3.38983 valid_1's rmse: 3.67785 [585] valid_0's rmse: 3.38943 valid_1's rmse: 3.67785 [586] valid_0's rmse: 3.38907 valid_1's rmse: 3.67772 [587] valid_0's rmse: 3.38867 valid_1's rmse: 3.67757 [588] valid_0's rmse: 3.38845 valid_1's rmse: 3.67751 [589] valid_0's rmse: 3.38818 valid_1's rmse: 3.67738 [590] valid_0's rmse: 3.38778 valid_1's rmse: 3.67733 [591] valid_0's rmse: 3.38729 valid_1's rmse: 3.67711 [592] valid_0's rmse: 3.38697 valid_1's rmse: 3.67717 [593] valid_0's rmse: 3.38663 valid_1's rmse: 3.67706 [594] valid_0's rmse: 3.38619 valid_1's rmse: 3.67703 [595] valid_0's rmse: 3.38567 valid_1's rmse: 3.67727 [596] valid_0's rmse: 3.38517 valid_1's rmse: 3.6773 [597] valid_0's rmse: 3.38458 valid_1's rmse: 3.67706 [598] valid_0's rmse: 3.38421 valid_1's rmse: 3.67673 [599] valid_0's rmse: 3.384 valid_1's rmse: 3.67663 [600] valid_0's rmse: 3.38355 valid_1's rmse: 3.67666 [601] valid_0's rmse: 3.38311 valid_1's rmse: 3.67676 [602] valid_0's rmse: 3.38265 valid_1's rmse: 3.67698 [603] valid_0's rmse: 3.38217 valid_1's rmse: 3.67687 [604] valid_0's rmse: 3.38195 valid_1's rmse: 3.67682 [605] valid_0's rmse: 3.38163 valid_1's rmse: 3.67679 [606] valid_0's rmse: 3.38133 valid_1's rmse: 3.6767 [607] valid_0's rmse: 3.38087 valid_1's rmse: 3.67688 [608] valid_0's rmse: 3.38058 valid_1's rmse: 3.67693 [609] valid_0's rmse: 3.38006 valid_1's rmse: 3.67703 [610] valid_0's rmse: 3.37977 valid_1's rmse: 3.67688 [611] valid_0's rmse: 3.3795 valid_1's rmse: 3.67685 [612] valid_0's rmse: 3.37894 valid_1's rmse: 3.67651 [613] valid_0's rmse: 3.37862 valid_1's rmse: 3.67646 [614] valid_0's rmse: 3.37831 valid_1's rmse: 3.67659 [615] valid_0's rmse: 3.37796 valid_1's rmse: 3.67646 [616] valid_0's rmse: 3.37763 valid_1's rmse: 3.67639 [617] valid_0's rmse: 3.37705 valid_1's rmse: 3.6761 [618] valid_0's rmse: 3.37688 valid_1's rmse: 3.67608 [619] valid_0's rmse: 3.37647 valid_1's rmse: 3.67608 [620] valid_0's rmse: 3.3761 valid_1's rmse: 3.67602 [621] valid_0's rmse: 3.37579 valid_1's rmse: 3.67595 [622] valid_0's rmse: 3.37559 valid_1's rmse: 3.67589 [623] valid_0's rmse: 3.37517 valid_1's rmse: 3.67574 [624] valid_0's rmse: 3.37476 valid_1's rmse: 3.67543 [625] valid_0's rmse: 3.37448 valid_1's rmse: 3.67532 [626] valid_0's rmse: 3.37398 valid_1's rmse: 3.67505 [627] valid_0's rmse: 3.37336 valid_1's rmse: 3.67508 [628] valid_0's rmse: 3.37288 valid_1's rmse: 3.6748 [629] valid_0's rmse: 3.37256 valid_1's rmse: 3.67458 [630] valid_0's rmse: 3.37224 valid_1's rmse: 3.67457 [631] valid_0's rmse: 3.37163 valid_1's rmse: 3.67424 [632] valid_0's rmse: 3.37132 valid_1's rmse: 3.67415 [633] valid_0's rmse: 3.37091 valid_1's rmse: 3.67394 [634] valid_0's rmse: 3.37076 valid_1's rmse: 3.67394 [635] valid_0's rmse: 3.37022 valid_1's rmse: 3.67398 [636] valid_0's rmse: 3.36986 valid_1's rmse: 3.67373 [637] valid_0's rmse: 3.36947 valid_1's rmse: 3.67354 [638] valid_0's rmse: 3.3692 valid_1's rmse: 3.67343 [639] valid_0's rmse: 3.36855 valid_1's rmse: 3.67314 [640] valid_0's rmse: 3.36841 valid_1's rmse: 3.67314 [641] valid_0's rmse: 3.36814 valid_1's rmse: 3.67327 [642] valid_0's rmse: 3.36779 valid_1's rmse: 3.67316 [643] valid_0's rmse: 3.3675 valid_1's rmse: 3.67307 [644] valid_0's rmse: 3.36722 valid_1's rmse: 3.67305 [645] valid_0's rmse: 3.36701 valid_1's rmse: 3.67302 [646] valid_0's rmse: 3.36671 valid_1's rmse: 3.67295 [647] valid_0's rmse: 3.36632 valid_1's rmse: 3.67311 [648] valid_0's rmse: 3.36546 valid_1's rmse: 3.67257 [649] valid_0's rmse: 3.36527 valid_1's rmse: 3.67265 [650] valid_0's rmse: 3.36473 valid_1's rmse: 3.67281 [651] valid_0's rmse: 3.36439 valid_1's rmse: 3.67285 [652] valid_0's rmse: 3.3641 valid_1's rmse: 3.67295 [653] valid_0's rmse: 3.36371 valid_1's rmse: 3.67279 [654] valid_0's rmse: 3.36341 valid_1's rmse: 3.67274 [655] valid_0's rmse: 3.36309 valid_1's rmse: 3.67283 [656] valid_0's rmse: 3.36272 valid_1's rmse: 3.67296 [657] valid_0's rmse: 3.3624 valid_1's rmse: 3.67292 [658] valid_0's rmse: 3.36204 valid_1's rmse: 3.67276 [659] valid_0's rmse: 3.36163 valid_1's rmse: 3.6728 [660] valid_0's rmse: 3.36126 valid_1's rmse: 3.67274 [661] valid_0's rmse: 3.36094 valid_1's rmse: 3.67263 [662] valid_0's rmse: 3.36063 valid_1's rmse: 3.67287 [663] valid_0's rmse: 3.36044 valid_1's rmse: 3.67285 [664] valid_0's rmse: 3.36 valid_1's rmse: 3.67264 [665] valid_0's rmse: 3.35965 valid_1's rmse: 3.6726 [666] valid_0's rmse: 3.35934 valid_1's rmse: 3.67264 [667] valid_0's rmse: 3.35902 valid_1's rmse: 3.67274 [668] valid_0's rmse: 3.35871 valid_1's rmse: 3.67295 Early stopping, best iteration is: [648] valid_0's rmse: 3.36546 valid_1's rmse: 3.67257 SCORE: 3.672572722820236 [1] valid_0's rmse: 8.9706 valid_1's rmse: 8.92914 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38004 valid_1's rmse: 8.34075 [3] valid_0's rmse: 7.85582 valid_1's rmse: 7.81749 [4] valid_0's rmse: 7.39632 valid_1's rmse: 7.35853 [5] valid_0's rmse: 6.99351 valid_1's rmse: 6.95715 [6] valid_0's rmse: 6.64899 valid_1's rmse: 6.61338 [7] valid_0's rmse: 6.3516 valid_1's rmse: 6.31739 [8] valid_0's rmse: 6.09271 valid_1's rmse: 6.05913 [9] valid_0's rmse: 5.85405 valid_1's rmse: 5.82162 [10] valid_0's rmse: 5.65221 valid_1's rmse: 5.6197 [11] valid_0's rmse: 5.48453 valid_1's rmse: 5.45419 [12] valid_0's rmse: 5.31957 valid_1's rmse: 5.28937 [13] valid_0's rmse: 5.19543 valid_1's rmse: 5.16708 [14] valid_0's rmse: 5.08558 valid_1's rmse: 5.05798 [15] valid_0's rmse: 4.96165 valid_1's rmse: 4.9347 [16] valid_0's rmse: 4.86569 valid_1's rmse: 4.83987 [17] valid_0's rmse: 4.78271 valid_1's rmse: 4.75773 [18] valid_0's rmse: 4.72359 valid_1's rmse: 4.69964 [19] valid_0's rmse: 4.66714 valid_1's rmse: 4.64379 [20] valid_0's rmse: 4.60843 valid_1's rmse: 4.58608 [21] valid_0's rmse: 4.55363 valid_1's rmse: 4.53278 [22] valid_0's rmse: 4.51757 valid_1's rmse: 4.49721 [23] valid_0's rmse: 4.46249 valid_1's rmse: 4.44241 [24] valid_0's rmse: 4.41751 valid_1's rmse: 4.39827 [25] valid_0's rmse: 4.37927 valid_1's rmse: 4.36078 [26] valid_0's rmse: 4.35093 valid_1's rmse: 4.33349 [27] valid_0's rmse: 4.319 valid_1's rmse: 4.30273 [28] valid_0's rmse: 4.29553 valid_1's rmse: 4.2802 [29] valid_0's rmse: 4.27621 valid_1's rmse: 4.2625 [30] valid_0's rmse: 4.24775 valid_1's rmse: 4.23452 [31] valid_0's rmse: 4.2308 valid_1's rmse: 4.21823 [32] valid_0's rmse: 4.20698 valid_1's rmse: 4.19457 [33] valid_0's rmse: 4.19352 valid_1's rmse: 4.18178 [34] valid_0's rmse: 4.18114 valid_1's rmse: 4.17165 [35] valid_0's rmse: 4.16801 valid_1's rmse: 4.16105 [36] valid_0's rmse: 4.15492 valid_1's rmse: 4.14929 [37] valid_0's rmse: 4.13806 valid_1's rmse: 4.13344 [38] valid_0's rmse: 4.12577 valid_1's rmse: 4.12171 [39] valid_0's rmse: 4.11686 valid_1's rmse: 4.11455 [40] valid_0's rmse: 4.10483 valid_1's rmse: 4.10414 [41] valid_0's rmse: 4.08236 valid_1's rmse: 4.08215 [42] valid_0's rmse: 4.0742 valid_1's rmse: 4.07615 [43] valid_0's rmse: 4.06823 valid_1's rmse: 4.07121 [44] valid_0's rmse: 4.05228 valid_1's rmse: 4.05548 [45] valid_0's rmse: 4.04693 valid_1's rmse: 4.05112 [46] valid_0's rmse: 4.03909 valid_1's rmse: 4.04403 [47] valid_0's rmse: 4.03193 valid_1's rmse: 4.03832 [48] valid_0's rmse: 4.02275 valid_1's rmse: 4.03212 [49] valid_0's rmse: 4.01638 valid_1's rmse: 4.02732 [50] valid_0's rmse: 4.00773 valid_1's rmse: 4.0194 [51] valid_0's rmse: 4.00232 valid_1's rmse: 4.01545 [52] valid_0's rmse: 3.99098 valid_1's rmse: 4.00483 [53] valid_0's rmse: 3.98375 valid_1's rmse: 3.99831 [54] valid_0's rmse: 3.97807 valid_1's rmse: 3.99266 [55] valid_0's rmse: 3.97238 valid_1's rmse: 3.98984 [56] valid_0's rmse: 3.96576 valid_1's rmse: 3.98324 [57] valid_0's rmse: 3.96116 valid_1's rmse: 3.97966 [58] valid_0's rmse: 3.95554 valid_1's rmse: 3.9752 [59] valid_0's rmse: 3.95097 valid_1's rmse: 3.97246 [60] valid_0's rmse: 3.93926 valid_1's rmse: 3.96134 [61] valid_0's rmse: 3.93227 valid_1's rmse: 3.95442 [62] valid_0's rmse: 3.92628 valid_1's rmse: 3.94928 [63] valid_0's rmse: 3.91788 valid_1's rmse: 3.94096 [64] valid_0's rmse: 3.9143 valid_1's rmse: 3.93797 [65] valid_0's rmse: 3.90617 valid_1's rmse: 3.93024 [66] valid_0's rmse: 3.90125 valid_1's rmse: 3.92614 [67] valid_0's rmse: 3.89503 valid_1's rmse: 3.92011 [68] valid_0's rmse: 3.89037 valid_1's rmse: 3.91709 [69] valid_0's rmse: 3.88746 valid_1's rmse: 3.91578 [70] valid_0's rmse: 3.88307 valid_1's rmse: 3.91446 [71] valid_0's rmse: 3.87646 valid_1's rmse: 3.90846 [72] valid_0's rmse: 3.87198 valid_1's rmse: 3.9046 [73] valid_0's rmse: 3.869 valid_1's rmse: 3.90355 [74] valid_0's rmse: 3.86536 valid_1's rmse: 3.90214 [75] valid_0's rmse: 3.86179 valid_1's rmse: 3.89906 [76] valid_0's rmse: 3.85811 valid_1's rmse: 3.89591 [77] valid_0's rmse: 3.85012 valid_1's rmse: 3.88818 [78] valid_0's rmse: 3.84696 valid_1's rmse: 3.88602 [79] valid_0's rmse: 3.84446 valid_1's rmse: 3.88418 [80] valid_0's rmse: 3.8383 valid_1's rmse: 3.87815 [81] valid_0's rmse: 3.83415 valid_1's rmse: 3.8747 [82] valid_0's rmse: 3.83048 valid_1's rmse: 3.87105 [83] valid_0's rmse: 3.82811 valid_1's rmse: 3.86992 [84] valid_0's rmse: 3.82438 valid_1's rmse: 3.86923 [85] valid_0's rmse: 3.81923 valid_1's rmse: 3.86424 [86] valid_0's rmse: 3.81748 valid_1's rmse: 3.8632 [87] valid_0's rmse: 3.81492 valid_1's rmse: 3.86111 [88] valid_0's rmse: 3.81127 valid_1's rmse: 3.85766 [89] valid_0's rmse: 3.80752 valid_1's rmse: 3.85442 [90] valid_0's rmse: 3.80505 valid_1's rmse: 3.85367 [91] valid_0's rmse: 3.79974 valid_1's rmse: 3.84878 [92] valid_0's rmse: 3.79719 valid_1's rmse: 3.84784 [93] valid_0's rmse: 3.79193 valid_1's rmse: 3.84284 [94] valid_0's rmse: 3.78908 valid_1's rmse: 3.84121 [95] valid_0's rmse: 3.78561 valid_1's rmse: 3.83838 [96] valid_0's rmse: 3.7831 valid_1's rmse: 3.83661 [97] valid_0's rmse: 3.78156 valid_1's rmse: 3.83607 [98] valid_0's rmse: 3.77602 valid_1's rmse: 3.83162 [99] valid_0's rmse: 3.77336 valid_1's rmse: 3.82934 [100] valid_0's rmse: 3.77092 valid_1's rmse: 3.82799 [101] valid_0's rmse: 3.76775 valid_1's rmse: 3.82561 [102] valid_0's rmse: 3.76513 valid_1's rmse: 3.82493 [103] valid_0's rmse: 3.76142 valid_1's rmse: 3.82141 [104] valid_0's rmse: 3.75711 valid_1's rmse: 3.8176 [105] valid_0's rmse: 3.75339 valid_1's rmse: 3.81526 [106] valid_0's rmse: 3.7502 valid_1's rmse: 3.8126 [107] valid_0's rmse: 3.74786 valid_1's rmse: 3.811 [108] valid_0's rmse: 3.74607 valid_1's rmse: 3.8101 [109] valid_0's rmse: 3.74422 valid_1's rmse: 3.80952 [110] valid_0's rmse: 3.74046 valid_1's rmse: 3.80634 [111] valid_0's rmse: 3.7376 valid_1's rmse: 3.80394 [112] valid_0's rmse: 3.73431 valid_1's rmse: 3.80098 [113] valid_0's rmse: 3.73058 valid_1's rmse: 3.79783 [114] valid_0's rmse: 3.72884 valid_1's rmse: 3.79694 [115] valid_0's rmse: 3.72726 valid_1's rmse: 3.796 [116] valid_0's rmse: 3.72452 valid_1's rmse: 3.79397 [117] valid_0's rmse: 3.72228 valid_1's rmse: 3.79344 [118] valid_0's rmse: 3.72124 valid_1's rmse: 3.79285 [119] valid_0's rmse: 3.71866 valid_1's rmse: 3.79056 [120] valid_0's rmse: 3.71654 valid_1's rmse: 3.78926 [121] valid_0's rmse: 3.71495 valid_1's rmse: 3.78815 [122] valid_0's rmse: 3.71291 valid_1's rmse: 3.78656 [123] valid_0's rmse: 3.71028 valid_1's rmse: 3.78509 [124] valid_0's rmse: 3.70833 valid_1's rmse: 3.78377 [125] valid_0's rmse: 3.70659 valid_1's rmse: 3.78222 [126] valid_0's rmse: 3.70452 valid_1's rmse: 3.78068 [127] valid_0's rmse: 3.70303 valid_1's rmse: 3.78057 [128] valid_0's rmse: 3.70102 valid_1's rmse: 3.77918 [129] valid_0's rmse: 3.69917 valid_1's rmse: 3.77868 [130] valid_0's rmse: 3.6964 valid_1's rmse: 3.77622 [131] valid_0's rmse: 3.69454 valid_1's rmse: 3.77588 [132] valid_0's rmse: 3.69298 valid_1's rmse: 3.77567 [133] valid_0's rmse: 3.68987 valid_1's rmse: 3.77292 [134] valid_0's rmse: 3.68867 valid_1's rmse: 3.77215 [135] valid_0's rmse: 3.68732 valid_1's rmse: 3.77149 [136] valid_0's rmse: 3.68539 valid_1's rmse: 3.76984 [137] valid_0's rmse: 3.68419 valid_1's rmse: 3.76998 [138] valid_0's rmse: 3.68309 valid_1's rmse: 3.76969 [139] valid_0's rmse: 3.68029 valid_1's rmse: 3.76727 [140] valid_0's rmse: 3.6786 valid_1's rmse: 3.7668 [141] valid_0's rmse: 3.67683 valid_1's rmse: 3.76603 [142] valid_0's rmse: 3.67418 valid_1's rmse: 3.76555 [143] valid_0's rmse: 3.67194 valid_1's rmse: 3.76411 [144] valid_0's rmse: 3.66979 valid_1's rmse: 3.76241 [145] valid_0's rmse: 3.66828 valid_1's rmse: 3.76186 [146] valid_0's rmse: 3.66674 valid_1's rmse: 3.76115 [147] valid_0's rmse: 3.66538 valid_1's rmse: 3.76051 [148] valid_0's rmse: 3.66394 valid_1's rmse: 3.75993 [149] valid_0's rmse: 3.66212 valid_1's rmse: 3.75844 [150] valid_0's rmse: 3.66035 valid_1's rmse: 3.75816 [151] valid_0's rmse: 3.65754 valid_1's rmse: 3.75547 [152] valid_0's rmse: 3.65678 valid_1's rmse: 3.75529 [153] valid_0's rmse: 3.65484 valid_1's rmse: 3.75399 [154] valid_0's rmse: 3.65228 valid_1's rmse: 3.75224 [155] valid_0's rmse: 3.65082 valid_1's rmse: 3.75102 [156] valid_0's rmse: 3.64889 valid_1's rmse: 3.75072 [157] valid_0's rmse: 3.6479 valid_1's rmse: 3.75044 [158] valid_0's rmse: 3.64668 valid_1's rmse: 3.74974 [159] valid_0's rmse: 3.64503 valid_1's rmse: 3.74835 [160] valid_0's rmse: 3.64393 valid_1's rmse: 3.7482 [161] valid_0's rmse: 3.6422 valid_1's rmse: 3.74811 [162] valid_0's rmse: 3.64036 valid_1's rmse: 3.74858 [163] valid_0's rmse: 3.63887 valid_1's rmse: 3.74753 [164] valid_0's rmse: 3.63703 valid_1's rmse: 3.74784 [165] valid_0's rmse: 3.63395 valid_1's rmse: 3.74615 [166] valid_0's rmse: 3.63296 valid_1's rmse: 3.74555 [167] valid_0's rmse: 3.63117 valid_1's rmse: 3.74511 [168] valid_0's rmse: 3.62924 valid_1's rmse: 3.7436 [169] valid_0's rmse: 3.62755 valid_1's rmse: 3.74343 [170] valid_0's rmse: 3.62552 valid_1's rmse: 3.74227 [171] valid_0's rmse: 3.62427 valid_1's rmse: 3.742 [172] valid_0's rmse: 3.62206 valid_1's rmse: 3.74033 [173] valid_0's rmse: 3.62064 valid_1's rmse: 3.73978 [174] valid_0's rmse: 3.61971 valid_1's rmse: 3.7396 [175] valid_0's rmse: 3.61838 valid_1's rmse: 3.73962 [176] valid_0's rmse: 3.61694 valid_1's rmse: 3.73861 [177] valid_0's rmse: 3.61575 valid_1's rmse: 3.73806 [178] valid_0's rmse: 3.61473 valid_1's rmse: 3.73797 [179] valid_0's rmse: 3.61319 valid_1's rmse: 3.73685 [180] valid_0's rmse: 3.61248 valid_1's rmse: 3.73658 [181] valid_0's rmse: 3.61164 valid_1's rmse: 3.73667 [182] valid_0's rmse: 3.61057 valid_1's rmse: 3.73643 [183] valid_0's rmse: 3.6096 valid_1's rmse: 3.73614 [184] valid_0's rmse: 3.60823 valid_1's rmse: 3.73591 [185] valid_0's rmse: 3.60699 valid_1's rmse: 3.73506 [186] valid_0's rmse: 3.60549 valid_1's rmse: 3.73397 [187] valid_0's rmse: 3.60421 valid_1's rmse: 3.73418 [188] valid_0's rmse: 3.60256 valid_1's rmse: 3.73289 [189] valid_0's rmse: 3.60159 valid_1's rmse: 3.73213 [190] valid_0's rmse: 3.59944 valid_1's rmse: 3.73014 [191] valid_0's rmse: 3.59882 valid_1's rmse: 3.72995 [192] valid_0's rmse: 3.59754 valid_1's rmse: 3.72981 [193] valid_0's rmse: 3.59663 valid_1's rmse: 3.7293 [194] valid_0's rmse: 3.596 valid_1's rmse: 3.72908 [195] valid_0's rmse: 3.59508 valid_1's rmse: 3.72858 [196] valid_0's rmse: 3.59372 valid_1's rmse: 3.72867 [197] valid_0's rmse: 3.5925 valid_1's rmse: 3.72777 [198] valid_0's rmse: 3.59178 valid_1's rmse: 3.72779 [199] valid_0's rmse: 3.59081 valid_1's rmse: 3.72727 [200] valid_0's rmse: 3.58955 valid_1's rmse: 3.72764 [201] valid_0's rmse: 3.58832 valid_1's rmse: 3.72778 [202] valid_0's rmse: 3.58718 valid_1's rmse: 3.72751 [203] valid_0's rmse: 3.58585 valid_1's rmse: 3.72668 [204] valid_0's rmse: 3.58467 valid_1's rmse: 3.72655 [205] valid_0's rmse: 3.58405 valid_1's rmse: 3.72649 [206] valid_0's rmse: 3.58316 valid_1's rmse: 3.72611 [207] valid_0's rmse: 3.58235 valid_1's rmse: 3.72591 [208] valid_0's rmse: 3.58158 valid_1's rmse: 3.72556 [209] valid_0's rmse: 3.58086 valid_1's rmse: 3.72533 [210] valid_0's rmse: 3.57968 valid_1's rmse: 3.7246 [211] valid_0's rmse: 3.57843 valid_1's rmse: 3.72396 [212] valid_0's rmse: 3.57753 valid_1's rmse: 3.72384 [213] valid_0's rmse: 3.57674 valid_1's rmse: 3.72369 [214] valid_0's rmse: 3.57495 valid_1's rmse: 3.72219 [215] valid_0's rmse: 3.57407 valid_1's rmse: 3.72203 [216] valid_0's rmse: 3.57213 valid_1's rmse: 3.72063 [217] valid_0's rmse: 3.57099 valid_1's rmse: 3.72028 [218] valid_0's rmse: 3.56943 valid_1's rmse: 3.71895 [219] valid_0's rmse: 3.56827 valid_1's rmse: 3.7184 [220] valid_0's rmse: 3.56759 valid_1's rmse: 3.71813 [221] valid_0's rmse: 3.56614 valid_1's rmse: 3.71712 [222] valid_0's rmse: 3.56512 valid_1's rmse: 3.71688 [223] valid_0's rmse: 3.56424 valid_1's rmse: 3.71668 [224] valid_0's rmse: 3.56301 valid_1's rmse: 3.71571 [225] valid_0's rmse: 3.56215 valid_1's rmse: 3.71535 [226] 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[393] valid_0's rmse: 3.42938 valid_1's rmse: 3.67823 [394] valid_0's rmse: 3.42874 valid_1's rmse: 3.67839 [395] valid_0's rmse: 3.42788 valid_1's rmse: 3.6781 [396] valid_0's rmse: 3.42733 valid_1's rmse: 3.67789 [397] valid_0's rmse: 3.42677 valid_1's rmse: 3.67753 [398] valid_0's rmse: 3.42616 valid_1's rmse: 3.67762 [399] valid_0's rmse: 3.42554 valid_1's rmse: 3.6772 [400] valid_0's rmse: 3.42447 valid_1's rmse: 3.67635 [401] valid_0's rmse: 3.42379 valid_1's rmse: 3.67646 [402] valid_0's rmse: 3.4232 valid_1's rmse: 3.67653 [403] valid_0's rmse: 3.42233 valid_1's rmse: 3.67639 [404] valid_0's rmse: 3.42167 valid_1's rmse: 3.67604 [405] valid_0's rmse: 3.42112 valid_1's rmse: 3.67611 [406] valid_0's rmse: 3.42065 valid_1's rmse: 3.67575 [407] valid_0's rmse: 3.42003 valid_1's rmse: 3.676 [408] valid_0's rmse: 3.41916 valid_1's rmse: 3.67532 [409] valid_0's rmse: 3.41856 valid_1's rmse: 3.67524 [410] valid_0's rmse: 3.41793 valid_1's rmse: 3.67529 [411] valid_0's rmse: 3.41749 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rmse: 3.38668 valid_1's rmse: 3.66822 [468] valid_0's rmse: 3.38606 valid_1's rmse: 3.66792 [469] valid_0's rmse: 3.38565 valid_1's rmse: 3.66794 [470] valid_0's rmse: 3.38512 valid_1's rmse: 3.66773 [471] valid_0's rmse: 3.38449 valid_1's rmse: 3.66755 [472] valid_0's rmse: 3.38393 valid_1's rmse: 3.66737 [473] valid_0's rmse: 3.38379 valid_1's rmse: 3.66736 [474] valid_0's rmse: 3.3834 valid_1's rmse: 3.66735 [475] valid_0's rmse: 3.38288 valid_1's rmse: 3.66727 [476] valid_0's rmse: 3.38246 valid_1's rmse: 3.66698 [477] valid_0's rmse: 3.38204 valid_1's rmse: 3.6669 [478] valid_0's rmse: 3.38149 valid_1's rmse: 3.66688 [479] valid_0's rmse: 3.38089 valid_1's rmse: 3.66665 [480] valid_0's rmse: 3.38043 valid_1's rmse: 3.66657 [481] valid_0's rmse: 3.3801 valid_1's rmse: 3.66656 [482] valid_0's rmse: 3.37983 valid_1's rmse: 3.66661 [483] valid_0's rmse: 3.37955 valid_1's rmse: 3.66655 [484] valid_0's rmse: 3.37911 valid_1's rmse: 3.66646 [485] valid_0's rmse: 3.37873 valid_1's rmse: 3.66627 [486] valid_0's rmse: 3.3784 valid_1's rmse: 3.66619 [487] valid_0's rmse: 3.37803 valid_1's rmse: 3.6662 [488] valid_0's rmse: 3.37735 valid_1's rmse: 3.66583 [489] valid_0's rmse: 3.37703 valid_1's rmse: 3.66587 [490] valid_0's rmse: 3.37661 valid_1's rmse: 3.6657 [491] valid_0's rmse: 3.37599 valid_1's rmse: 3.66595 [492] valid_0's rmse: 3.37544 valid_1's rmse: 3.66564 [493] valid_0's rmse: 3.37484 valid_1's rmse: 3.66544 [494] valid_0's rmse: 3.37451 valid_1's rmse: 3.66542 [495] valid_0's rmse: 3.37394 valid_1's rmse: 3.66516 [496] valid_0's rmse: 3.37341 valid_1's rmse: 3.66541 [497] valid_0's rmse: 3.37302 valid_1's rmse: 3.66523 [498] valid_0's rmse: 3.37282 valid_1's rmse: 3.66523 [499] valid_0's rmse: 3.37239 valid_1's rmse: 3.66515 [500] valid_0's rmse: 3.37178 valid_1's rmse: 3.66494 [501] valid_0's rmse: 3.37131 valid_1's rmse: 3.66466 [502] valid_0's rmse: 3.37068 valid_1's rmse: 3.66425 [503] valid_0's rmse: 3.37018 valid_1's rmse: 3.66421 [504] valid_0's rmse: 3.36976 valid_1's rmse: 3.66413 [505] valid_0's rmse: 3.36937 valid_1's rmse: 3.66415 [506] valid_0's rmse: 3.36885 valid_1's rmse: 3.6639 [507] valid_0's rmse: 3.3686 valid_1's rmse: 3.66372 [508] valid_0's rmse: 3.36823 valid_1's rmse: 3.66362 [509] valid_0's rmse: 3.36781 valid_1's rmse: 3.66363 [510] valid_0's rmse: 3.36733 valid_1's rmse: 3.66378 [511] valid_0's rmse: 3.36696 valid_1's rmse: 3.66365 [512] valid_0's rmse: 3.36654 valid_1's rmse: 3.66376 [513] valid_0's rmse: 3.3662 valid_1's rmse: 3.66377 [514] valid_0's rmse: 3.36575 valid_1's rmse: 3.66384 [515] valid_0's rmse: 3.36505 valid_1's rmse: 3.66352 [516] valid_0's rmse: 3.36458 valid_1's rmse: 3.66355 [517] valid_0's rmse: 3.36426 valid_1's rmse: 3.66356 [518] valid_0's rmse: 3.3639 valid_1's rmse: 3.66355 [519] valid_0's rmse: 3.36322 valid_1's rmse: 3.66344 [520] valid_0's rmse: 3.36264 valid_1's rmse: 3.6638 [521] valid_0's rmse: 3.3623 valid_1's rmse: 3.66375 [522] valid_0's rmse: 3.3617 valid_1's rmse: 3.66361 [523] valid_0's rmse: 3.36119 valid_1's rmse: 3.66361 [524] valid_0's rmse: 3.36091 valid_1's rmse: 3.66353 [525] valid_0's rmse: 3.36049 valid_1's rmse: 3.66346 [526] valid_0's rmse: 3.36 valid_1's rmse: 3.66339 [527] valid_0's rmse: 3.35972 valid_1's rmse: 3.66337 [528] valid_0's rmse: 3.35941 valid_1's rmse: 3.66335 [529] valid_0's rmse: 3.35912 valid_1's rmse: 3.66308 [530] valid_0's rmse: 3.35869 valid_1's rmse: 3.66299 [531] valid_0's rmse: 3.35788 valid_1's rmse: 3.66257 [532] valid_0's rmse: 3.35729 valid_1's rmse: 3.66247 [533] valid_0's rmse: 3.35707 valid_1's rmse: 3.66243 [534] valid_0's rmse: 3.35645 valid_1's rmse: 3.66226 [535] valid_0's rmse: 3.35594 valid_1's rmse: 3.66199 [536] valid_0's rmse: 3.35558 valid_1's rmse: 3.66195 [537] valid_0's rmse: 3.35501 valid_1's rmse: 3.66203 [538] valid_0's rmse: 3.35453 valid_1's rmse: 3.66188 [539] valid_0's rmse: 3.35408 valid_1's rmse: 3.66172 [540] valid_0's rmse: 3.35376 valid_1's rmse: 3.66171 [541] valid_0's rmse: 3.35316 valid_1's rmse: 3.66199 [542] valid_0's rmse: 3.35246 valid_1's rmse: 3.66207 [543] valid_0's rmse: 3.35197 valid_1's rmse: 3.66226 [544] valid_0's rmse: 3.35159 valid_1's rmse: 3.66243 [545] valid_0's rmse: 3.35106 valid_1's rmse: 3.66271 [546] valid_0's rmse: 3.35089 valid_1's rmse: 3.66273 [547] valid_0's rmse: 3.35057 valid_1's rmse: 3.66265 [548] valid_0's rmse: 3.34993 valid_1's rmse: 3.66331 [549] valid_0's rmse: 3.34972 valid_1's rmse: 3.66334 [550] valid_0's rmse: 3.34938 valid_1's rmse: 3.66337 [551] valid_0's rmse: 3.34878 valid_1's rmse: 3.66365 [552] valid_0's rmse: 3.34835 valid_1's rmse: 3.66363 [553] valid_0's rmse: 3.34793 valid_1's rmse: 3.66366 [554] valid_0's rmse: 3.34763 valid_1's rmse: 3.66364 [555] valid_0's rmse: 3.34726 valid_1's rmse: 3.66356 [556] valid_0's rmse: 3.34641 valid_1's rmse: 3.66325 [557] valid_0's rmse: 3.3458 valid_1's rmse: 3.66298 [558] valid_0's rmse: 3.34536 valid_1's rmse: 3.66283 [559] valid_0's rmse: 3.34502 valid_1's rmse: 3.66286 [560] valid_0's rmse: 3.34476 valid_1's rmse: 3.66275 Early stopping, best iteration is: [540] valid_0's rmse: 3.35376 valid_1's rmse: 3.66171 SCORE: 3.661711719549473 [1] valid_0's rmse: 8.98156 valid_1's rmse: 8.94027 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38457 valid_1's rmse: 8.34447 [3] valid_0's rmse: 7.86108 valid_1's rmse: 7.82242 [4] valid_0's rmse: 7.38933 valid_1's rmse: 7.35128 [5] valid_0's rmse: 6.98314 valid_1's rmse: 6.94609 [6] valid_0's rmse: 6.63663 valid_1's rmse: 6.60034 [7] valid_0's rmse: 6.34206 valid_1's rmse: 6.30707 [8] valid_0's rmse: 6.08338 valid_1's rmse: 6.04967 [9] valid_0's rmse: 5.84784 valid_1's rmse: 5.81546 [10] valid_0's rmse: 5.65643 valid_1's rmse: 5.62535 [11] valid_0's rmse: 5.48201 valid_1's rmse: 5.45257 [12] valid_0's rmse: 5.33002 valid_1's rmse: 5.30174 [13] valid_0's rmse: 5.20262 valid_1's rmse: 5.17516 [14] valid_0's rmse: 5.09515 valid_1's rmse: 5.06973 [15] valid_0's rmse: 4.97553 valid_1's rmse: 4.95074 [16] valid_0's rmse: 4.89405 valid_1's rmse: 4.86943 [17] valid_0's rmse: 4.79471 valid_1's rmse: 4.77051 [18] valid_0's rmse: 4.72671 valid_1's rmse: 4.70422 [19] valid_0's rmse: 4.66371 valid_1's rmse: 4.64167 [20] valid_0's rmse: 4.58937 valid_1's rmse: 4.56751 [21] valid_0's rmse: 4.54098 valid_1's rmse: 4.51937 [22] valid_0's rmse: 4.50321 valid_1's rmse: 4.482 [23] valid_0's rmse: 4.46522 valid_1's rmse: 4.44585 [24] valid_0's rmse: 4.43431 valid_1's rmse: 4.41617 [25] valid_0's rmse: 4.39141 valid_1's rmse: 4.37371 [26] valid_0's rmse: 4.36457 valid_1's rmse: 4.34785 [27] valid_0's rmse: 4.33235 valid_1's rmse: 4.31632 [28] valid_0's rmse: 4.31447 valid_1's rmse: 4.29865 [29] valid_0's rmse: 4.29112 valid_1's rmse: 4.27647 [30] valid_0's rmse: 4.26995 valid_1's rmse: 4.25531 [31] valid_0's rmse: 4.24309 valid_1's rmse: 4.22945 [32] valid_0's rmse: 4.21513 valid_1's rmse: 4.20217 [33] valid_0's rmse: 4.19819 valid_1's rmse: 4.18683 [34] valid_0's rmse: 4.17557 valid_1's rmse: 4.16441 [35] valid_0's rmse: 4.15738 valid_1's rmse: 4.14691 [36] valid_0's rmse: 4.14653 valid_1's rmse: 4.13775 [37] valid_0's rmse: 4.13523 valid_1's rmse: 4.12695 [38] valid_0's rmse: 4.12037 valid_1's rmse: 4.11288 [39] valid_0's rmse: 4.10959 valid_1's rmse: 4.10278 [40] valid_0's rmse: 4.09972 valid_1's rmse: 4.0942 [41] valid_0's rmse: 4.08716 valid_1's rmse: 4.08292 [42] valid_0's rmse: 4.07867 valid_1's rmse: 4.07526 [43] valid_0's rmse: 4.07061 valid_1's rmse: 4.07058 [44] valid_0's rmse: 4.05507 valid_1's rmse: 4.05558 [45] valid_0's rmse: 4.0483 valid_1's rmse: 4.05002 [46] valid_0's rmse: 4.04084 valid_1's rmse: 4.04377 [47] valid_0's rmse: 4.03586 valid_1's rmse: 4.04076 [48] valid_0's rmse: 4.02833 valid_1's rmse: 4.03543 [49] valid_0's rmse: 4.02319 valid_1's rmse: 4.03164 [50] valid_0's rmse: 4.01613 valid_1's rmse: 4.025 [51] valid_0's rmse: 4.00489 valid_1's rmse: 4.01463 [52] valid_0's rmse: 3.99606 valid_1's rmse: 4.00704 [53] valid_0's rmse: 3.98775 valid_1's rmse: 3.99921 [54] valid_0's rmse: 3.98284 valid_1's rmse: 3.99478 [55] valid_0's rmse: 3.97866 valid_1's rmse: 3.99182 [56] valid_0's rmse: 3.97409 valid_1's rmse: 3.98969 [57] valid_0's rmse: 3.96154 valid_1's rmse: 3.97752 [58] valid_0's rmse: 3.9555 valid_1's rmse: 3.97243 [59] valid_0's rmse: 3.94871 valid_1's rmse: 3.96628 [60] valid_0's rmse: 3.93858 valid_1's rmse: 3.95688 [61] valid_0's rmse: 3.9339 valid_1's rmse: 3.9555 [62] valid_0's rmse: 3.92995 valid_1's rmse: 3.95298 [63] valid_0's rmse: 3.92628 valid_1's rmse: 3.95023 [64] valid_0's rmse: 3.9228 valid_1's rmse: 3.94898 [65] valid_0's rmse: 3.91639 valid_1's rmse: 3.94387 [66] valid_0's rmse: 3.91283 valid_1's rmse: 3.94072 [67] valid_0's rmse: 3.90983 valid_1's rmse: 3.93828 [68] valid_0's rmse: 3.90532 valid_1's rmse: 3.93417 [69] valid_0's rmse: 3.90085 valid_1's rmse: 3.93025 [70] valid_0's rmse: 3.8975 valid_1's rmse: 3.92938 [71] valid_0's rmse: 3.89357 valid_1's rmse: 3.92628 [72] valid_0's rmse: 3.88554 valid_1's rmse: 3.91874 [73] valid_0's rmse: 3.88151 valid_1's rmse: 3.91535 [74] valid_0's rmse: 3.87393 valid_1's rmse: 3.90779 [75] valid_0's rmse: 3.86906 valid_1's rmse: 3.90347 [76] valid_0's rmse: 3.86372 valid_1's rmse: 3.8986 [77] valid_0's rmse: 3.85813 valid_1's rmse: 3.8933 [78] valid_0's rmse: 3.85389 valid_1's rmse: 3.89009 [79] valid_0's rmse: 3.84961 valid_1's rmse: 3.88622 [80] valid_0's rmse: 3.84491 valid_1's rmse: 3.88182 [81] valid_0's rmse: 3.83914 valid_1's rmse: 3.87636 [82] valid_0's rmse: 3.83653 valid_1's rmse: 3.87455 [83] valid_0's rmse: 3.83286 valid_1's rmse: 3.87174 [84] valid_0's rmse: 3.82952 valid_1's rmse: 3.86902 [85] valid_0's rmse: 3.82657 valid_1's rmse: 3.86741 [86] valid_0's rmse: 3.82383 valid_1's rmse: 3.86558 [87] valid_0's rmse: 3.81855 valid_1's rmse: 3.86052 [88] valid_0's rmse: 3.8153 valid_1's rmse: 3.85804 [89] valid_0's rmse: 3.813 valid_1's rmse: 3.85648 [90] valid_0's rmse: 3.8103 valid_1's rmse: 3.85387 [91] valid_0's rmse: 3.8079 valid_1's rmse: 3.85319 [92] valid_0's rmse: 3.80456 valid_1's rmse: 3.85102 [93] valid_0's rmse: 3.80082 valid_1's rmse: 3.84802 [94] valid_0's rmse: 3.79889 valid_1's rmse: 3.84733 [95] valid_0's rmse: 3.79524 valid_1's rmse: 3.84391 [96] valid_0's rmse: 3.79296 valid_1's rmse: 3.8425 [97] valid_0's rmse: 3.78937 valid_1's rmse: 3.83906 [98] valid_0's rmse: 3.78597 valid_1's rmse: 3.83653 [99] valid_0's rmse: 3.7835 valid_1's rmse: 3.83462 [100] valid_0's rmse: 3.78194 valid_1's rmse: 3.83401 [101] valid_0's rmse: 3.77879 valid_1's rmse: 3.83204 [102] valid_0's rmse: 3.77591 valid_1's rmse: 3.83127 [103] valid_0's rmse: 3.77388 valid_1's rmse: 3.83023 [104] valid_0's rmse: 3.77048 valid_1's rmse: 3.82758 [105] valid_0's rmse: 3.76779 valid_1's rmse: 3.82612 [106] valid_0's rmse: 3.76525 valid_1's rmse: 3.82376 [107] valid_0's rmse: 3.76246 valid_1's rmse: 3.82229 [108] valid_0's rmse: 3.75822 valid_1's rmse: 3.81842 [109] valid_0's rmse: 3.75664 valid_1's rmse: 3.81802 [110] valid_0's rmse: 3.7551 valid_1's rmse: 3.81773 [111] valid_0's rmse: 3.75136 valid_1's rmse: 3.81455 [112] valid_0's rmse: 3.74986 valid_1's rmse: 3.81375 [113] valid_0's rmse: 3.74834 valid_1's rmse: 3.81295 [114] valid_0's rmse: 3.74575 valid_1's rmse: 3.81097 [115] valid_0's rmse: 3.74332 valid_1's rmse: 3.8104 [116] valid_0's rmse: 3.74065 valid_1's rmse: 3.80848 [117] valid_0's rmse: 3.73905 valid_1's rmse: 3.80746 [118] valid_0's rmse: 3.73671 valid_1's rmse: 3.80546 [119] valid_0's rmse: 3.73408 valid_1's rmse: 3.80317 [120] valid_0's rmse: 3.73189 valid_1's rmse: 3.80302 [121] valid_0's rmse: 3.73008 valid_1's rmse: 3.80215 [122] valid_0's rmse: 3.72881 valid_1's rmse: 3.8013 [123] valid_0's rmse: 3.7268 valid_1's rmse: 3.8005 [124] valid_0's rmse: 3.72504 valid_1's rmse: 3.79939 [125] valid_0's rmse: 3.72386 valid_1's rmse: 3.79896 [126] valid_0's rmse: 3.72134 valid_1's rmse: 3.79668 [127] valid_0's rmse: 3.71983 valid_1's rmse: 3.79619 [128] valid_0's rmse: 3.71756 valid_1's rmse: 3.79459 [129] valid_0's rmse: 3.71657 valid_1's rmse: 3.7943 [130] valid_0's rmse: 3.71472 valid_1's rmse: 3.79396 [131] valid_0's rmse: 3.7128 valid_1's rmse: 3.79301 [132] valid_0's rmse: 3.71108 valid_1's rmse: 3.79189 [133] valid_0's rmse: 3.70937 valid_1's rmse: 3.79121 [134] valid_0's rmse: 3.70788 valid_1's rmse: 3.79072 [135] valid_0's rmse: 3.70583 valid_1's rmse: 3.78874 [136] valid_0's rmse: 3.70359 valid_1's rmse: 3.78729 [137] valid_0's rmse: 3.70154 valid_1's rmse: 3.78568 [138] valid_0's rmse: 3.69941 valid_1's rmse: 3.78383 [139] valid_0's rmse: 3.69716 valid_1's rmse: 3.78184 [140] valid_0's rmse: 3.69584 valid_1's rmse: 3.78107 [141] valid_0's rmse: 3.69442 valid_1's rmse: 3.7805 [142] valid_0's rmse: 3.69253 valid_1's rmse: 3.77953 [143] valid_0's rmse: 3.69136 valid_1's rmse: 3.77876 [144] valid_0's rmse: 3.68953 valid_1's rmse: 3.7774 [145] valid_0's rmse: 3.68814 valid_1's rmse: 3.77701 [146] valid_0's rmse: 3.68623 valid_1's rmse: 3.77605 [147] valid_0's rmse: 3.68286 valid_1's rmse: 3.7733 [148] valid_0's rmse: 3.68153 valid_1's rmse: 3.77313 [149] valid_0's rmse: 3.6791 valid_1's rmse: 3.77167 [150] valid_0's rmse: 3.67756 valid_1's rmse: 3.77147 [151] valid_0's rmse: 3.67628 valid_1's rmse: 3.77046 [152] valid_0's rmse: 3.67535 valid_1's rmse: 3.77009 [153] valid_0's rmse: 3.67353 valid_1's rmse: 3.76928 [154] valid_0's rmse: 3.67124 valid_1's rmse: 3.7673 [155] valid_0's rmse: 3.66976 valid_1's rmse: 3.76697 [156] valid_0's rmse: 3.66846 valid_1's rmse: 3.76615 [157] valid_0's rmse: 3.66616 valid_1's rmse: 3.76436 [158] valid_0's rmse: 3.66479 valid_1's rmse: 3.76364 [159] valid_0's rmse: 3.663 valid_1's rmse: 3.76228 [160] valid_0's rmse: 3.66131 valid_1's rmse: 3.76132 [161] valid_0's rmse: 3.65965 valid_1's rmse: 3.76105 [162] valid_0's rmse: 3.65752 valid_1's rmse: 3.76095 [163] valid_0's rmse: 3.65597 valid_1's rmse: 3.75967 [164] valid_0's rmse: 3.65484 valid_1's rmse: 3.75898 [165] valid_0's rmse: 3.65317 valid_1's rmse: 3.75799 [166] valid_0's rmse: 3.65197 valid_1's rmse: 3.75741 [167] valid_0's rmse: 3.65034 valid_1's rmse: 3.75635 [168] valid_0's rmse: 3.64915 valid_1's rmse: 3.75583 [169] valid_0's rmse: 3.64784 valid_1's rmse: 3.75574 [170] valid_0's rmse: 3.64629 valid_1's rmse: 3.75555 [171] valid_0's rmse: 3.64522 valid_1's rmse: 3.75489 [172] valid_0's rmse: 3.64405 valid_1's rmse: 3.75466 [173] valid_0's rmse: 3.64244 valid_1's rmse: 3.75381 [174] valid_0's rmse: 3.64079 valid_1's rmse: 3.75264 [175] valid_0's rmse: 3.63972 valid_1's rmse: 3.7523 [176] valid_0's rmse: 3.63792 valid_1's rmse: 3.7528 [177] valid_0's rmse: 3.63676 valid_1's rmse: 3.75231 [178] valid_0's rmse: 3.6351 valid_1's rmse: 3.7515 [179] valid_0's rmse: 3.63398 valid_1's rmse: 3.75146 [180] valid_0's rmse: 3.63307 valid_1's rmse: 3.75077 [181] valid_0's rmse: 3.63227 valid_1's rmse: 3.75077 [182] valid_0's rmse: 3.63098 valid_1's rmse: 3.75049 [183] valid_0's rmse: 3.62981 valid_1's rmse: 3.7503 [184] valid_0's rmse: 3.62844 valid_1's rmse: 3.75024 [185] valid_0's rmse: 3.62749 valid_1's rmse: 3.74978 [186] valid_0's rmse: 3.62549 valid_1's rmse: 3.74845 [187] valid_0's rmse: 3.62491 valid_1's rmse: 3.74821 [188] valid_0's rmse: 3.62412 valid_1's rmse: 3.74798 [189] valid_0's rmse: 3.62272 valid_1's rmse: 3.7473 [190] valid_0's rmse: 3.62032 valid_1's rmse: 3.74506 [191] valid_0's rmse: 3.61826 valid_1's rmse: 3.74348 [192] valid_0's rmse: 3.6169 valid_1's rmse: 3.7423 [193] valid_0's rmse: 3.61517 valid_1's rmse: 3.74095 [194] valid_0's rmse: 3.61453 valid_1's rmse: 3.74087 [195] valid_0's rmse: 3.61362 valid_1's rmse: 3.74051 [196] valid_0's rmse: 3.6123 valid_1's rmse: 3.74002 [197] valid_0's rmse: 3.61125 valid_1's rmse: 3.73991 [198] valid_0's rmse: 3.61027 valid_1's rmse: 3.74012 [199] valid_0's rmse: 3.60956 valid_1's rmse: 3.73977 [200] valid_0's rmse: 3.60835 valid_1's rmse: 3.73911 [201] valid_0's rmse: 3.60731 valid_1's rmse: 3.73905 [202] valid_0's rmse: 3.60559 valid_1's rmse: 3.73841 [203] valid_0's rmse: 3.60416 valid_1's rmse: 3.73799 [204] valid_0's rmse: 3.60338 valid_1's rmse: 3.73758 [205] valid_0's rmse: 3.60232 valid_1's rmse: 3.7373 [206] valid_0's rmse: 3.60128 valid_1's rmse: 3.73637 [207] valid_0's rmse: 3.599 valid_1's rmse: 3.73459 [208] valid_0's rmse: 3.59822 valid_1's rmse: 3.7341 [209] valid_0's rmse: 3.59722 valid_1's rmse: 3.73329 [210] valid_0's rmse: 3.59601 valid_1's rmse: 3.73288 [211] valid_0's rmse: 3.59538 valid_1's rmse: 3.73261 [212] valid_0's rmse: 3.59453 valid_1's rmse: 3.73233 [213] valid_0's rmse: 3.59356 valid_1's rmse: 3.73216 [214] valid_0's rmse: 3.5924 valid_1's rmse: 3.73219 [215] valid_0's rmse: 3.59132 valid_1's rmse: 3.7313 [216] valid_0's rmse: 3.59045 valid_1's rmse: 3.73076 [217] valid_0's rmse: 3.58944 valid_1's rmse: 3.73051 [218] valid_0's rmse: 3.58867 valid_1's rmse: 3.73043 [219] valid_0's rmse: 3.58762 valid_1's rmse: 3.7304 [220] valid_0's rmse: 3.58625 valid_1's rmse: 3.72947 [221] valid_0's rmse: 3.58507 valid_1's rmse: 3.72895 [222] valid_0's rmse: 3.58422 valid_1's rmse: 3.72832 [223] valid_0's rmse: 3.58349 valid_1's rmse: 3.72776 [224] valid_0's rmse: 3.58245 valid_1's rmse: 3.72763 [225] valid_0's rmse: 3.58169 valid_1's rmse: 3.72754 [226] valid_0's rmse: 3.58104 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rmse: 3.68585 [468] valid_0's rmse: 3.41256 valid_1's rmse: 3.68583 [469] valid_0's rmse: 3.41197 valid_1's rmse: 3.68561 [470] valid_0's rmse: 3.4114 valid_1's rmse: 3.68549 [471] valid_0's rmse: 3.41077 valid_1's rmse: 3.68527 [472] valid_0's rmse: 3.41011 valid_1's rmse: 3.68504 [473] valid_0's rmse: 3.40954 valid_1's rmse: 3.685 [474] valid_0's rmse: 3.40934 valid_1's rmse: 3.68505 [475] valid_0's rmse: 3.40901 valid_1's rmse: 3.68483 [476] valid_0's rmse: 3.40869 valid_1's rmse: 3.68467 [477] valid_0's rmse: 3.40819 valid_1's rmse: 3.68466 [478] valid_0's rmse: 3.40774 valid_1's rmse: 3.6845 [479] valid_0's rmse: 3.40739 valid_1's rmse: 3.68454 [480] valid_0's rmse: 3.407 valid_1's rmse: 3.68439 [481] valid_0's rmse: 3.40642 valid_1's rmse: 3.68417 [482] valid_0's rmse: 3.40593 valid_1's rmse: 3.68388 [483] valid_0's rmse: 3.40545 valid_1's rmse: 3.68367 [484] valid_0's rmse: 3.40491 valid_1's rmse: 3.68377 [485] valid_0's rmse: 3.40423 valid_1's rmse: 3.68348 [486] valid_0's rmse: 3.40388 valid_1's rmse: 3.68339 [487] valid_0's rmse: 3.40331 valid_1's rmse: 3.68325 [488] valid_0's rmse: 3.40265 valid_1's rmse: 3.68268 [489] valid_0's rmse: 3.40224 valid_1's rmse: 3.68253 [490] valid_0's rmse: 3.40204 valid_1's rmse: 3.68245 [491] valid_0's rmse: 3.40147 valid_1's rmse: 3.68245 [492] valid_0's rmse: 3.40094 valid_1's rmse: 3.68272 [493] valid_0's rmse: 3.40051 valid_1's rmse: 3.68262 [494] valid_0's rmse: 3.39992 valid_1's rmse: 3.68224 [495] valid_0's rmse: 3.3992 valid_1's rmse: 3.68227 [496] valid_0's rmse: 3.39854 valid_1's rmse: 3.68249 [497] valid_0's rmse: 3.39809 valid_1's rmse: 3.68258 [498] valid_0's rmse: 3.39785 valid_1's rmse: 3.68261 [499] valid_0's rmse: 3.39746 valid_1's rmse: 3.68245 [500] valid_0's rmse: 3.39711 valid_1's rmse: 3.68248 [501] valid_0's rmse: 3.39672 valid_1's rmse: 3.68243 [502] valid_0's rmse: 3.39608 valid_1's rmse: 3.68244 [503] valid_0's rmse: 3.39573 valid_1's rmse: 3.68224 [504] valid_0's rmse: 3.3951 valid_1's rmse: 3.68207 [505] valid_0's rmse: 3.39441 valid_1's rmse: 3.6818 [506] valid_0's rmse: 3.39406 valid_1's rmse: 3.68175 [507] valid_0's rmse: 3.39352 valid_1's rmse: 3.68173 [508] valid_0's rmse: 3.3932 valid_1's rmse: 3.68163 [509] valid_0's rmse: 3.39252 valid_1's rmse: 3.68115 [510] valid_0's rmse: 3.39209 valid_1's rmse: 3.68147 [511] valid_0's rmse: 3.39159 valid_1's rmse: 3.68137 [512] valid_0's rmse: 3.39076 valid_1's rmse: 3.68086 [513] valid_0's rmse: 3.39029 valid_1's rmse: 3.68076 [514] valid_0's rmse: 3.38996 valid_1's rmse: 3.6806 [515] valid_0's rmse: 3.38946 valid_1's rmse: 3.68058 [516] valid_0's rmse: 3.3891 valid_1's rmse: 3.68058 [517] valid_0's rmse: 3.38868 valid_1's rmse: 3.68041 [518] valid_0's rmse: 3.38812 valid_1's rmse: 3.68017 [519] valid_0's rmse: 3.38779 valid_1's rmse: 3.68005 [520] valid_0's rmse: 3.38718 valid_1's rmse: 3.67967 [521] valid_0's rmse: 3.38688 valid_1's rmse: 3.67961 [522] valid_0's rmse: 3.38654 valid_1's rmse: 3.67943 [523] valid_0's rmse: 3.38619 valid_1's rmse: 3.67945 [524] valid_0's rmse: 3.38592 valid_1's rmse: 3.67933 [525] valid_0's rmse: 3.38556 valid_1's rmse: 3.67912 [526] valid_0's rmse: 3.38494 valid_1's rmse: 3.67921 [527] valid_0's rmse: 3.38428 valid_1's rmse: 3.67884 [528] valid_0's rmse: 3.38391 valid_1's rmse: 3.67877 [529] valid_0's rmse: 3.38352 valid_1's rmse: 3.67863 [530] valid_0's rmse: 3.38334 valid_1's rmse: 3.6786 [531] valid_0's rmse: 3.3828 valid_1's rmse: 3.67827 [532] valid_0's rmse: 3.38182 valid_1's rmse: 3.67783 [533] valid_0's rmse: 3.38148 valid_1's rmse: 3.6776 [534] valid_0's rmse: 3.38108 valid_1's rmse: 3.67757 [535] valid_0's rmse: 3.38085 valid_1's rmse: 3.67762 [536] valid_0's rmse: 3.38035 valid_1's rmse: 3.67755 [537] valid_0's rmse: 3.38003 valid_1's rmse: 3.6775 [538] valid_0's rmse: 3.37952 valid_1's rmse: 3.67742 [539] valid_0's rmse: 3.37915 valid_1's rmse: 3.67735 [540] valid_0's rmse: 3.37886 valid_1's rmse: 3.67725 [541] valid_0's rmse: 3.37852 valid_1's rmse: 3.67732 [542] valid_0's rmse: 3.37814 valid_1's rmse: 3.6771 [543] valid_0's rmse: 3.3778 valid_1's rmse: 3.67715 [544] valid_0's rmse: 3.37739 valid_1's rmse: 3.67724 [545] valid_0's rmse: 3.37712 valid_1's rmse: 3.67737 [546] valid_0's rmse: 3.37687 valid_1's rmse: 3.67744 [547] valid_0's rmse: 3.37658 valid_1's rmse: 3.67753 [548] valid_0's rmse: 3.37611 valid_1's rmse: 3.67792 [549] valid_0's rmse: 3.37561 valid_1's rmse: 3.67798 [550] valid_0's rmse: 3.37526 valid_1's rmse: 3.67805 [551] valid_0's rmse: 3.37503 valid_1's rmse: 3.67814 [552] valid_0's rmse: 3.37481 valid_1's rmse: 3.67809 [553] valid_0's rmse: 3.37438 valid_1's rmse: 3.67834 [554] valid_0's rmse: 3.37388 valid_1's rmse: 3.67807 [555] valid_0's rmse: 3.37343 valid_1's rmse: 3.678 [556] valid_0's rmse: 3.37329 valid_1's rmse: 3.67802 [557] valid_0's rmse: 3.37307 valid_1's rmse: 3.67806 [558] valid_0's rmse: 3.37274 valid_1's rmse: 3.67809 [559] valid_0's rmse: 3.37222 valid_1's rmse: 3.67796 [560] valid_0's rmse: 3.37165 valid_1's rmse: 3.67778 [561] valid_0's rmse: 3.37125 valid_1's rmse: 3.67757 [562] valid_0's rmse: 3.37081 valid_1's rmse: 3.67731 Early stopping, best iteration is: [542] valid_0's rmse: 3.37814 valid_1's rmse: 3.6771 SCORE: 3.6771019195828294 [1] valid_0's rmse: 8.96562 valid_1's rmse: 8.92477 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37559 valid_1's rmse: 8.33599 [3] valid_0's rmse: 7.84794 valid_1's rmse: 7.80976 [4] valid_0's rmse: 7.38087 valid_1's rmse: 7.34444 [5] valid_0's rmse: 6.97192 valid_1's rmse: 6.93624 [6] valid_0's rmse: 6.61972 valid_1's rmse: 6.58516 [7] valid_0's rmse: 6.32039 valid_1's rmse: 6.28606 [8] valid_0's rmse: 6.05582 valid_1's rmse: 6.02202 [9] valid_0's rmse: 5.82437 valid_1's rmse: 5.79108 [10] valid_0's rmse: 5.6301 valid_1's rmse: 5.59823 [11] valid_0's rmse: 5.47097 valid_1's rmse: 5.44034 [12] valid_0's rmse: 5.3243 valid_1's rmse: 5.29479 [13] valid_0's rmse: 5.1933 valid_1's rmse: 5.16424 [14] valid_0's rmse: 5.08391 valid_1's rmse: 5.05604 [15] valid_0's rmse: 4.97637 valid_1's rmse: 4.9486 [16] valid_0's rmse: 4.87211 valid_1's rmse: 4.84443 [17] valid_0's rmse: 4.7768 valid_1's rmse: 4.7491 [18] valid_0's rmse: 4.70839 valid_1's rmse: 4.6806 [19] valid_0's rmse: 4.6298 valid_1's rmse: 4.6025 [20] valid_0's rmse: 4.57103 valid_1's rmse: 4.54372 [21] valid_0's rmse: 4.52257 valid_1's rmse: 4.4963 [22] valid_0's rmse: 4.48471 valid_1's rmse: 4.4613 [23] valid_0's rmse: 4.45103 valid_1's rmse: 4.42799 [24] valid_0's rmse: 4.42443 valid_1's rmse: 4.40215 [25] valid_0's rmse: 4.38488 valid_1's rmse: 4.36368 [26] valid_0's rmse: 4.3535 valid_1's rmse: 4.33274 [27] valid_0's rmse: 4.33062 valid_1's rmse: 4.30983 [28] valid_0's rmse: 4.29591 valid_1's rmse: 4.2756 [29] valid_0's rmse: 4.27792 valid_1's rmse: 4.25866 [30] valid_0's rmse: 4.25248 valid_1's rmse: 4.2332 [31] valid_0's rmse: 4.2308 valid_1's rmse: 4.2126 [32] valid_0's rmse: 4.21576 valid_1's rmse: 4.19887 [33] valid_0's rmse: 4.20119 valid_1's rmse: 4.18499 [34] valid_0's rmse: 4.17744 valid_1's rmse: 4.16175 [35] valid_0's rmse: 4.15861 valid_1's rmse: 4.14458 [36] valid_0's rmse: 4.14934 valid_1's rmse: 4.13611 [37] valid_0's rmse: 4.13681 valid_1's rmse: 4.12626 [38] valid_0's rmse: 4.12681 valid_1's rmse: 4.11838 [39] valid_0's rmse: 4.11973 valid_1's rmse: 4.1136 [40] valid_0's rmse: 4.10729 valid_1's rmse: 4.10252 [41] valid_0's rmse: 4.09536 valid_1's rmse: 4.09116 [42] valid_0's rmse: 4.08806 valid_1's rmse: 4.08493 [43] valid_0's rmse: 4.07949 valid_1's rmse: 4.07753 [44] valid_0's rmse: 4.06134 valid_1's rmse: 4.05941 [45] valid_0's rmse: 4.05246 valid_1's rmse: 4.0537 [46] valid_0's rmse: 4.04453 valid_1's rmse: 4.04655 [47] valid_0's rmse: 4.03874 valid_1's rmse: 4.04232 [48] valid_0's rmse: 4.02696 valid_1's rmse: 4.03057 [49] valid_0's rmse: 4.02303 valid_1's rmse: 4.0278 [50] valid_0's rmse: 4.01266 valid_1's rmse: 4.01798 [51] valid_0's rmse: 4.00247 valid_1's rmse: 4.00787 [52] valid_0's rmse: 3.99566 valid_1's rmse: 4.00233 [53] valid_0's rmse: 3.99149 valid_1's rmse: 3.9998 [54] valid_0's rmse: 3.98433 valid_1's rmse: 3.99363 [55] valid_0's rmse: 3.97914 valid_1's rmse: 3.989 [56] valid_0's rmse: 3.97322 valid_1's rmse: 3.98417 [57] valid_0's rmse: 3.96606 valid_1's rmse: 3.97767 [58] valid_0's rmse: 3.96114 valid_1's rmse: 3.9738 [59] valid_0's rmse: 3.95759 valid_1's rmse: 3.97095 [60] valid_0's rmse: 3.9477 valid_1's rmse: 3.96161 [61] valid_0's rmse: 3.94409 valid_1's rmse: 3.9605 [62] valid_0's rmse: 3.93977 valid_1's rmse: 3.95732 [63] valid_0's rmse: 3.93327 valid_1's rmse: 3.95127 [64] valid_0's rmse: 3.93016 valid_1's rmse: 3.94971 [65] valid_0's rmse: 3.92688 valid_1's rmse: 3.94683 [66] valid_0's rmse: 3.92146 valid_1's rmse: 3.94155 [67] valid_0's rmse: 3.91181 valid_1's rmse: 3.93244 [68] valid_0's rmse: 3.90722 valid_1's rmse: 3.9296 [69] valid_0's rmse: 3.9018 valid_1's rmse: 3.92534 [70] valid_0's rmse: 3.89771 valid_1's rmse: 3.9218 [71] valid_0's rmse: 3.88927 valid_1's rmse: 3.91372 [72] valid_0's rmse: 3.88266 valid_1's rmse: 3.90742 [73] valid_0's rmse: 3.87926 valid_1's rmse: 3.90585 [74] valid_0's rmse: 3.87608 valid_1's rmse: 3.90396 [75] valid_0's rmse: 3.87094 valid_1's rmse: 3.89948 [76] valid_0's rmse: 3.8672 valid_1's rmse: 3.89634 [77] valid_0's rmse: 3.86396 valid_1's rmse: 3.89394 [78] valid_0's rmse: 3.86122 valid_1's rmse: 3.89156 [79] valid_0's rmse: 3.85688 valid_1's rmse: 3.88808 [80] valid_0's rmse: 3.85046 valid_1's rmse: 3.88232 [81] valid_0's rmse: 3.84418 valid_1's rmse: 3.87619 [82] valid_0's rmse: 3.84078 valid_1's rmse: 3.874 [83] valid_0's rmse: 3.83579 valid_1's rmse: 3.86973 [84] valid_0's rmse: 3.83355 valid_1's rmse: 3.86844 [85] valid_0's rmse: 3.82781 valid_1's rmse: 3.86297 [86] valid_0's rmse: 3.82448 valid_1's rmse: 3.86075 [87] valid_0's rmse: 3.82066 valid_1's rmse: 3.85747 [88] valid_0's rmse: 3.81681 valid_1's rmse: 3.85391 [89] valid_0's rmse: 3.81385 valid_1's rmse: 3.85273 [90] valid_0's rmse: 3.81147 valid_1's rmse: 3.85096 [91] valid_0's rmse: 3.80885 valid_1's rmse: 3.84973 [92] valid_0's rmse: 3.8051 valid_1's rmse: 3.84643 [93] valid_0's rmse: 3.80289 valid_1's rmse: 3.84526 [94] valid_0's rmse: 3.79854 valid_1's rmse: 3.84146 [95] valid_0's rmse: 3.79388 valid_1's rmse: 3.8375 [96] valid_0's rmse: 3.78879 valid_1's rmse: 3.83276 [97] valid_0's rmse: 3.78671 valid_1's rmse: 3.83165 [98] valid_0's rmse: 3.78438 valid_1's rmse: 3.82983 [99] valid_0's rmse: 3.7822 valid_1's rmse: 3.82907 [100] valid_0's rmse: 3.78042 valid_1's rmse: 3.82878 [101] valid_0's rmse: 3.77671 valid_1's rmse: 3.82553 [102] valid_0's rmse: 3.77498 valid_1's rmse: 3.82402 [103] valid_0's rmse: 3.77097 valid_1's rmse: 3.82074 [104] valid_0's rmse: 3.768 valid_1's rmse: 3.82037 [105] valid_0's rmse: 3.76472 valid_1's rmse: 3.81774 [106] valid_0's rmse: 3.7616 valid_1's rmse: 3.81491 [107] valid_0's rmse: 3.75833 valid_1's rmse: 3.8127 [108] valid_0's rmse: 3.75642 valid_1's rmse: 3.8117 [109] valid_0's rmse: 3.75475 valid_1's rmse: 3.8117 [110] valid_0's rmse: 3.7514 valid_1's rmse: 3.80862 [111] valid_0's rmse: 3.74902 valid_1's rmse: 3.80675 [112] valid_0's rmse: 3.74562 valid_1's rmse: 3.80444 [113] valid_0's rmse: 3.74354 valid_1's rmse: 3.80328 [114] valid_0's rmse: 3.74179 valid_1's rmse: 3.80216 [115] valid_0's rmse: 3.74007 valid_1's rmse: 3.80105 [116] valid_0's rmse: 3.73791 valid_1's rmse: 3.80029 [117] valid_0's rmse: 3.73656 valid_1's rmse: 3.80002 [118] valid_0's rmse: 3.73517 valid_1's rmse: 3.79907 [119] valid_0's rmse: 3.73259 valid_1's rmse: 3.79831 [120] valid_0's rmse: 3.73086 valid_1's rmse: 3.79697 [121] valid_0's rmse: 3.72832 valid_1's rmse: 3.79505 [122] valid_0's rmse: 3.72647 valid_1's rmse: 3.79427 [123] valid_0's rmse: 3.72432 valid_1's rmse: 3.79247 [124] valid_0's rmse: 3.72271 valid_1's rmse: 3.79168 [125] valid_0's rmse: 3.72026 valid_1's rmse: 3.79003 [126] valid_0's rmse: 3.71712 valid_1's rmse: 3.78725 [127] valid_0's rmse: 3.71511 valid_1's rmse: 3.78556 [128] valid_0's rmse: 3.71334 valid_1's rmse: 3.78464 [129] valid_0's rmse: 3.71086 valid_1's rmse: 3.78328 [130] valid_0's rmse: 3.70957 valid_1's rmse: 3.7824 [131] valid_0's rmse: 3.70678 valid_1's rmse: 3.78072 [132] valid_0's rmse: 3.70485 valid_1's rmse: 3.78 [133] valid_0's rmse: 3.70381 valid_1's rmse: 3.77969 [134] valid_0's rmse: 3.70148 valid_1's rmse: 3.77788 [135] valid_0's rmse: 3.69958 valid_1's rmse: 3.77747 [136] valid_0's rmse: 3.69784 valid_1's rmse: 3.77609 [137] valid_0's rmse: 3.69597 valid_1's rmse: 3.77531 [138] valid_0's rmse: 3.69453 valid_1's rmse: 3.77468 [139] valid_0's rmse: 3.69221 valid_1's rmse: 3.77378 [140] valid_0's rmse: 3.69119 valid_1's rmse: 3.77338 [141] valid_0's rmse: 3.68931 valid_1's rmse: 3.77218 [142] valid_0's rmse: 3.68685 valid_1's rmse: 3.77181 [143] valid_0's rmse: 3.6852 valid_1's rmse: 3.7706 [144] valid_0's rmse: 3.68396 valid_1's rmse: 3.77029 [145] valid_0's rmse: 3.68301 valid_1's rmse: 3.7699 [146] valid_0's rmse: 3.68151 valid_1's rmse: 3.76872 [147] valid_0's rmse: 3.67965 valid_1's rmse: 3.76722 [148] valid_0's rmse: 3.67782 valid_1's rmse: 3.76676 [149] valid_0's rmse: 3.67701 valid_1's rmse: 3.76651 [150] valid_0's rmse: 3.67592 valid_1's rmse: 3.76621 [151] valid_0's rmse: 3.67473 valid_1's rmse: 3.76576 [152] valid_0's rmse: 3.6725 valid_1's rmse: 3.76399 [153] valid_0's rmse: 3.67114 valid_1's rmse: 3.76359 [154] valid_0's rmse: 3.66987 valid_1's rmse: 3.763 [155] valid_0's rmse: 3.66753 valid_1's rmse: 3.76093 [156] valid_0's rmse: 3.66558 valid_1's rmse: 3.76028 [157] valid_0's rmse: 3.66383 valid_1's rmse: 3.75925 [158] valid_0's rmse: 3.66239 valid_1's rmse: 3.75862 [159] valid_0's rmse: 3.66163 valid_1's rmse: 3.75833 [160] valid_0's rmse: 3.66036 valid_1's rmse: 3.75752 [161] valid_0's rmse: 3.65936 valid_1's rmse: 3.75741 [162] valid_0's rmse: 3.65738 valid_1's rmse: 3.75567 [163] valid_0's rmse: 3.65573 valid_1's rmse: 3.75424 [164] valid_0's rmse: 3.65458 valid_1's rmse: 3.75409 [165] valid_0's rmse: 3.65318 valid_1's rmse: 3.75355 [166] valid_0's rmse: 3.65249 valid_1's rmse: 3.7534 [167] valid_0's rmse: 3.65074 valid_1's rmse: 3.75255 [168] valid_0's rmse: 3.64895 valid_1's rmse: 3.75186 [169] valid_0's rmse: 3.64757 valid_1's rmse: 3.75161 [170] valid_0's rmse: 3.64643 valid_1's rmse: 3.75133 [171] valid_0's rmse: 3.64554 valid_1's rmse: 3.75097 [172] valid_0's rmse: 3.64364 valid_1's rmse: 3.74963 [173] valid_0's rmse: 3.64255 valid_1's rmse: 3.74916 [174] valid_0's rmse: 3.64123 valid_1's rmse: 3.74815 [175] valid_0's rmse: 3.64003 valid_1's rmse: 3.74773 [176] valid_0's rmse: 3.63935 valid_1's rmse: 3.74763 [177] valid_0's rmse: 3.63742 valid_1's rmse: 3.74586 [178] valid_0's rmse: 3.63639 valid_1's rmse: 3.74569 [179] valid_0's rmse: 3.63535 valid_1's rmse: 3.74504 [180] valid_0's rmse: 3.634 valid_1's rmse: 3.74455 [181] valid_0's rmse: 3.63265 valid_1's rmse: 3.74423 [182] valid_0's rmse: 3.63078 valid_1's rmse: 3.74376 [183] valid_0's rmse: 3.62996 valid_1's rmse: 3.74372 [184] valid_0's rmse: 3.62879 valid_1's rmse: 3.74286 [185] valid_0's rmse: 3.62724 valid_1's rmse: 3.742 [186] valid_0's rmse: 3.62597 valid_1's rmse: 3.74156 [187] valid_0's rmse: 3.62447 valid_1's rmse: 3.74075 [188] valid_0's rmse: 3.62341 valid_1's rmse: 3.74003 [189] valid_0's rmse: 3.62257 valid_1's rmse: 3.73949 [190] valid_0's rmse: 3.62153 valid_1's rmse: 3.73918 [191] valid_0's rmse: 3.62052 valid_1's rmse: 3.73844 [192] valid_0's rmse: 3.62005 valid_1's rmse: 3.73823 [193] valid_0's rmse: 3.61841 valid_1's rmse: 3.73704 [194] valid_0's rmse: 3.61692 valid_1's rmse: 3.73605 [195] valid_0's rmse: 3.61633 valid_1's rmse: 3.7357 [196] valid_0's rmse: 3.61444 valid_1's rmse: 3.73402 [197] valid_0's rmse: 3.61342 valid_1's rmse: 3.73348 [198] valid_0's rmse: 3.61267 valid_1's rmse: 3.73329 [199] valid_0's rmse: 3.61159 valid_1's rmse: 3.73267 [200] valid_0's rmse: 3.61075 valid_1's rmse: 3.73216 [201] valid_0's rmse: 3.60996 valid_1's rmse: 3.73196 [202] valid_0's rmse: 3.60841 valid_1's rmse: 3.73092 [203] valid_0's rmse: 3.60768 valid_1's rmse: 3.73074 [204] valid_0's rmse: 3.60697 valid_1's rmse: 3.73035 [205] valid_0's rmse: 3.60614 valid_1's rmse: 3.73053 [206] valid_0's rmse: 3.60531 valid_1's rmse: 3.73062 [207] valid_0's rmse: 3.60457 valid_1's rmse: 3.73058 [208] valid_0's rmse: 3.60322 valid_1's rmse: 3.72952 [209] valid_0's rmse: 3.60219 valid_1's rmse: 3.72947 [210] valid_0's rmse: 3.60096 valid_1's rmse: 3.72893 [211] valid_0's rmse: 3.60026 valid_1's rmse: 3.72882 [212] valid_0's rmse: 3.59915 valid_1's rmse: 3.72879 [213] valid_0's rmse: 3.59842 valid_1's rmse: 3.7286 [214] valid_0's rmse: 3.59701 valid_1's rmse: 3.72814 [215] valid_0's rmse: 3.59574 valid_1's rmse: 3.72785 [216] valid_0's rmse: 3.59484 valid_1's rmse: 3.72735 [217] valid_0's rmse: 3.59371 valid_1's rmse: 3.72683 [218] valid_0's rmse: 3.59235 valid_1's rmse: 3.72582 [219] valid_0's rmse: 3.59111 valid_1's rmse: 3.72572 [220] valid_0's rmse: 3.59037 valid_1's rmse: 3.72587 [221] valid_0's rmse: 3.58867 valid_1's rmse: 3.72574 [222] valid_0's rmse: 3.58716 valid_1's rmse: 3.72533 [223] valid_0's rmse: 3.58585 valid_1's rmse: 3.72471 [224] valid_0's rmse: 3.58529 valid_1's rmse: 3.72437 [225] valid_0's rmse: 3.58454 valid_1's rmse: 3.72383 [226] valid_0's rmse: 3.58342 valid_1's rmse: 3.72374 [227] 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[431] valid_0's rmse: 3.43676 valid_1's rmse: 3.67893 [432] valid_0's rmse: 3.43657 valid_1's rmse: 3.67898 [433] valid_0's rmse: 3.43614 valid_1's rmse: 3.67884 [434] valid_0's rmse: 3.4357 valid_1's rmse: 3.67875 [435] valid_0's rmse: 3.43547 valid_1's rmse: 3.67877 [436] valid_0's rmse: 3.43505 valid_1's rmse: 3.67877 [437] valid_0's rmse: 3.43454 valid_1's rmse: 3.6786 [438] valid_0's rmse: 3.43371 valid_1's rmse: 3.67852 [439] valid_0's rmse: 3.43325 valid_1's rmse: 3.67861 [440] valid_0's rmse: 3.43277 valid_1's rmse: 3.67828 [441] valid_0's rmse: 3.43182 valid_1's rmse: 3.6776 [442] valid_0's rmse: 3.43153 valid_1's rmse: 3.67752 [443] valid_0's rmse: 3.43107 valid_1's rmse: 3.67739 [444] valid_0's rmse: 3.43061 valid_1's rmse: 3.67714 [445] valid_0's rmse: 3.43008 valid_1's rmse: 3.67699 [446] valid_0's rmse: 3.42962 valid_1's rmse: 3.67702 [447] valid_0's rmse: 3.42923 valid_1's rmse: 3.67685 [448] valid_0's rmse: 3.42889 valid_1's rmse: 3.67677 [449] valid_0's rmse: 3.42832 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3.30453 valid_1's rmse: 3.65 [747] valid_0's rmse: 3.3043 valid_1's rmse: 3.64995 [748] valid_0's rmse: 3.30325 valid_1's rmse: 3.64932 [749] valid_0's rmse: 3.30301 valid_1's rmse: 3.6492 [750] valid_0's rmse: 3.30264 valid_1's rmse: 3.64905 [751] valid_0's rmse: 3.3024 valid_1's rmse: 3.64897 [752] valid_0's rmse: 3.30217 valid_1's rmse: 3.64888 [753] valid_0's rmse: 3.30161 valid_1's rmse: 3.64873 [754] valid_0's rmse: 3.30121 valid_1's rmse: 3.64858 [755] valid_0's rmse: 3.30096 valid_1's rmse: 3.64856 [756] valid_0's rmse: 3.30065 valid_1's rmse: 3.64857 [757] valid_0's rmse: 3.3004 valid_1's rmse: 3.64853 [758] valid_0's rmse: 3.30002 valid_1's rmse: 3.64861 [759] valid_0's rmse: 3.29975 valid_1's rmse: 3.64856 [760] valid_0's rmse: 3.29948 valid_1's rmse: 3.64862 [761] valid_0's rmse: 3.29932 valid_1's rmse: 3.64855 [762] valid_0's rmse: 3.29912 valid_1's rmse: 3.64852 [763] valid_0's rmse: 3.29878 valid_1's rmse: 3.64848 [764] valid_0's rmse: 3.2985 valid_1's rmse: 3.64836 [765] valid_0's rmse: 3.29835 valid_1's rmse: 3.64829 [766] valid_0's rmse: 3.2981 valid_1's rmse: 3.64819 [767] valid_0's rmse: 3.29778 valid_1's rmse: 3.64823 [768] valid_0's rmse: 3.29755 valid_1's rmse: 3.64822 [769] valid_0's rmse: 3.29697 valid_1's rmse: 3.64871 [770] valid_0's rmse: 3.29666 valid_1's rmse: 3.64866 [771] valid_0's rmse: 3.29651 valid_1's rmse: 3.64861 [772] valid_0's rmse: 3.29609 valid_1's rmse: 3.64871 [773] valid_0's rmse: 3.29599 valid_1's rmse: 3.64868 [774] valid_0's rmse: 3.29562 valid_1's rmse: 3.64879 [775] valid_0's rmse: 3.2952 valid_1's rmse: 3.64866 [776] valid_0's rmse: 3.29502 valid_1's rmse: 3.64863 [777] valid_0's rmse: 3.29481 valid_1's rmse: 3.64857 [778] valid_0's rmse: 3.29455 valid_1's rmse: 3.64849 [779] valid_0's rmse: 3.29427 valid_1's rmse: 3.64841 [780] valid_0's rmse: 3.29397 valid_1's rmse: 3.64831 [781] valid_0's rmse: 3.29362 valid_1's rmse: 3.64833 [782] valid_0's rmse: 3.29337 valid_1's rmse: 3.64829 [783] valid_0's rmse: 3.29285 valid_1's rmse: 3.64811 [784] valid_0's rmse: 3.29244 valid_1's rmse: 3.64814 [785] valid_0's rmse: 3.29215 valid_1's rmse: 3.6482 [786] valid_0's rmse: 3.2918 valid_1's rmse: 3.64808 [787] valid_0's rmse: 3.29153 valid_1's rmse: 3.64812 [788] valid_0's rmse: 3.29116 valid_1's rmse: 3.64835 [789] valid_0's rmse: 3.29085 valid_1's rmse: 3.64842 [790] valid_0's rmse: 3.29048 valid_1's rmse: 3.64832 [791] valid_0's rmse: 3.2901 valid_1's rmse: 3.64832 [792] valid_0's rmse: 3.28981 valid_1's rmse: 3.64829 [793] valid_0's rmse: 3.28939 valid_1's rmse: 3.64818 [794] valid_0's rmse: 3.28924 valid_1's rmse: 3.64817 [795] valid_0's rmse: 3.289 valid_1's rmse: 3.64809 [796] valid_0's rmse: 3.28872 valid_1's rmse: 3.64796 [797] valid_0's rmse: 3.28834 valid_1's rmse: 3.64799 [798] valid_0's rmse: 3.28798 valid_1's rmse: 3.64795 [799] valid_0's rmse: 3.28783 valid_1's rmse: 3.64798 [800] valid_0's rmse: 3.28763 valid_1's rmse: 3.64793 [801] valid_0's rmse: 3.28714 valid_1's rmse: 3.64803 [802] valid_0's rmse: 3.28692 valid_1's rmse: 3.64808 [803] valid_0's rmse: 3.28666 valid_1's rmse: 3.648 [804] valid_0's rmse: 3.28618 valid_1's rmse: 3.64784 [805] valid_0's rmse: 3.28563 valid_1's rmse: 3.64779 [806] valid_0's rmse: 3.28526 valid_1's rmse: 3.6476 [807] valid_0's rmse: 3.28494 valid_1's rmse: 3.64768 [808] valid_0's rmse: 3.28467 valid_1's rmse: 3.64767 [809] valid_0's rmse: 3.28442 valid_1's rmse: 3.64767 [810] valid_0's rmse: 3.2841 valid_1's rmse: 3.64752 [811] valid_0's rmse: 3.28383 valid_1's rmse: 3.6475 [812] valid_0's rmse: 3.28352 valid_1's rmse: 3.64743 [813] valid_0's rmse: 3.28293 valid_1's rmse: 3.64729 [814] valid_0's rmse: 3.28256 valid_1's rmse: 3.64702 [815] valid_0's rmse: 3.28232 valid_1's rmse: 3.64706 [816] valid_0's rmse: 3.28194 valid_1's rmse: 3.64715 [817] valid_0's rmse: 3.28167 valid_1's rmse: 3.64711 [818] valid_0's rmse: 3.28133 valid_1's rmse: 3.64684 [819] valid_0's rmse: 3.2812 valid_1's rmse: 3.64684 [820] valid_0's rmse: 3.28109 valid_1's rmse: 3.64687 [821] valid_0's rmse: 3.28083 valid_1's rmse: 3.64684 [822] valid_0's rmse: 3.28053 valid_1's rmse: 3.6468 [823] valid_0's rmse: 3.28021 valid_1's rmse: 3.64682 [824] valid_0's rmse: 3.27991 valid_1's rmse: 3.64674 [825] valid_0's rmse: 3.27951 valid_1's rmse: 3.647 [826] valid_0's rmse: 3.279 valid_1's rmse: 3.64693 [827] valid_0's rmse: 3.27862 valid_1's rmse: 3.64702 [828] valid_0's rmse: 3.27831 valid_1's rmse: 3.64705 [829] valid_0's rmse: 3.27796 valid_1's rmse: 3.64705 [830] valid_0's rmse: 3.27768 valid_1's rmse: 3.64709 [831] valid_0's rmse: 3.2774 valid_1's rmse: 3.64716 [832] valid_0's rmse: 3.27711 valid_1's rmse: 3.64714 [833] valid_0's rmse: 3.2767 valid_1's rmse: 3.64698 [834] valid_0's rmse: 3.27647 valid_1's rmse: 3.64694 [835] valid_0's rmse: 3.27607 valid_1's rmse: 3.64681 [836] valid_0's rmse: 3.27568 valid_1's rmse: 3.64702 [837] valid_0's rmse: 3.27528 valid_1's rmse: 3.64702 [838] valid_0's rmse: 3.27491 valid_1's rmse: 3.64692 [839] valid_0's rmse: 3.27451 valid_1's rmse: 3.64701 [840] valid_0's rmse: 3.27421 valid_1's rmse: 3.64694 [841] valid_0's rmse: 3.27391 valid_1's rmse: 3.64692 [842] valid_0's rmse: 3.2735 valid_1's rmse: 3.64702 [843] valid_0's rmse: 3.27318 valid_1's rmse: 3.64703 [844] valid_0's rmse: 3.2729 valid_1's rmse: 3.64699 Early stopping, best iteration is: [824] valid_0's rmse: 3.27991 valid_1's rmse: 3.64674 SCORE: 3.6467401910211197 [1] valid_0's rmse: 8.9706 valid_1's rmse: 8.92927 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38028 valid_1's rmse: 8.34098 [3] valid_0's rmse: 7.85354 valid_1's rmse: 7.8154 [4] valid_0's rmse: 7.39334 valid_1's rmse: 7.35701 [5] valid_0's rmse: 6.99346 valid_1's rmse: 6.9583 [6] valid_0's rmse: 6.64256 valid_1's rmse: 6.60852 [7] valid_0's rmse: 6.34847 valid_1's rmse: 6.3166 [8] valid_0's rmse: 6.09383 valid_1's rmse: 6.06311 [9] valid_0's rmse: 5.83384 valid_1's rmse: 5.80369 [10] valid_0's rmse: 5.64137 valid_1's rmse: 5.6112 [11] valid_0's rmse: 5.46696 valid_1's rmse: 5.44025 [12] valid_0's rmse: 5.33035 valid_1's rmse: 5.30405 [13] valid_0's rmse: 5.20218 valid_1's rmse: 5.17746 [14] valid_0's rmse: 5.07991 valid_1's rmse: 5.05647 [15] valid_0's rmse: 4.95805 valid_1's rmse: 4.9353 [16] valid_0's rmse: 4.88109 valid_1's rmse: 4.85971 [17] valid_0's rmse: 4.80804 valid_1's rmse: 4.78735 [18] valid_0's rmse: 4.74559 valid_1's rmse: 4.72631 [19] valid_0's rmse: 4.65967 valid_1's rmse: 4.64082 [20] valid_0's rmse: 4.60475 valid_1's rmse: 4.5868 [21] valid_0's rmse: 4.56428 valid_1's rmse: 4.54802 [22] valid_0's rmse: 4.50814 valid_1's rmse: 4.49246 [23] valid_0's rmse: 4.4648 valid_1's rmse: 4.44996 [24] valid_0's rmse: 4.43169 valid_1's rmse: 4.41987 [25] valid_0's rmse: 4.39011 valid_1's rmse: 4.37901 [26] valid_0's rmse: 4.364 valid_1's rmse: 4.35373 [27] valid_0's rmse: 4.33135 valid_1's rmse: 4.32184 [28] valid_0's rmse: 4.31225 valid_1's rmse: 4.30382 [29] valid_0's rmse: 4.28925 valid_1's rmse: 4.28268 [30] valid_0's rmse: 4.27303 valid_1's rmse: 4.26874 [31] valid_0's rmse: 4.23828 valid_1's rmse: 4.23429 [32] valid_0's rmse: 4.21928 valid_1's rmse: 4.21718 [33] valid_0's rmse: 4.20703 valid_1's rmse: 4.20642 [34] valid_0's rmse: 4.18368 valid_1's rmse: 4.1851 [35] valid_0's rmse: 4.1671 valid_1's rmse: 4.17025 [36] valid_0's rmse: 4.15136 valid_1's rmse: 4.15488 [37] valid_0's rmse: 4.14069 valid_1's rmse: 4.14536 [38] valid_0's rmse: 4.13085 valid_1's rmse: 4.13658 [39] valid_0's rmse: 4.11065 valid_1's rmse: 4.1171 [40] valid_0's rmse: 4.10298 valid_1's rmse: 4.11066 [41] valid_0's rmse: 4.08341 valid_1's rmse: 4.09123 [42] valid_0's rmse: 4.07645 valid_1's rmse: 4.08603 [43] valid_0's rmse: 4.05881 valid_1's rmse: 4.06825 [44] valid_0's rmse: 4.05028 valid_1's rmse: 4.0603 [45] valid_0's rmse: 4.04405 valid_1's rmse: 4.05485 [46] valid_0's rmse: 4.03673 valid_1's rmse: 4.04793 [47] valid_0's rmse: 4.0306 valid_1's rmse: 4.04418 [48] valid_0's rmse: 4.01606 valid_1's rmse: 4.02986 [49] valid_0's rmse: 4.00947 valid_1's rmse: 4.02381 [50] valid_0's rmse: 4.0018 valid_1's rmse: 4.01704 [51] valid_0's rmse: 3.99579 valid_1's rmse: 4.01256 [52] valid_0's rmse: 3.98865 valid_1's rmse: 4.00629 [53] valid_0's rmse: 3.98285 valid_1's rmse: 4.00216 [54] valid_0's rmse: 3.97429 valid_1's rmse: 3.99412 [55] valid_0's rmse: 3.96785 valid_1's rmse: 3.98875 [56] valid_0's rmse: 3.95977 valid_1's rmse: 3.98105 [57] valid_0's rmse: 3.94916 valid_1's rmse: 3.97062 [58] valid_0's rmse: 3.94205 valid_1's rmse: 3.96404 [59] valid_0's rmse: 3.93586 valid_1's rmse: 3.95814 [60] valid_0's rmse: 3.93113 valid_1's rmse: 3.95526 [61] valid_0's rmse: 3.92625 valid_1's rmse: 3.95106 [62] valid_0's rmse: 3.9212 valid_1's rmse: 3.94712 [63] valid_0's rmse: 3.91671 valid_1's rmse: 3.94368 [64] valid_0's rmse: 3.90811 valid_1's rmse: 3.93558 [65] valid_0's rmse: 3.90351 valid_1's rmse: 3.93234 [66] valid_0's rmse: 3.89949 valid_1's rmse: 3.92918 [67] valid_0's rmse: 3.89563 valid_1's rmse: 3.92632 [68] valid_0's rmse: 3.89199 valid_1's rmse: 3.92342 [69] valid_0's rmse: 3.88299 valid_1's rmse: 3.91541 [70] valid_0's rmse: 3.87465 valid_1's rmse: 3.90801 [71] valid_0's rmse: 3.87091 valid_1's rmse: 3.90472 [72] valid_0's rmse: 3.86674 valid_1's rmse: 3.90333 [73] valid_0's rmse: 3.86179 valid_1's rmse: 3.89877 [74] valid_0's rmse: 3.85728 valid_1's rmse: 3.89458 [75] valid_0's rmse: 3.85123 valid_1's rmse: 3.88971 [76] valid_0's rmse: 3.84867 valid_1's rmse: 3.88807 [77] valid_0's rmse: 3.84528 valid_1's rmse: 3.88601 [78] valid_0's rmse: 3.84162 valid_1's rmse: 3.88307 [79] valid_0's rmse: 3.83778 valid_1's rmse: 3.88248 [80] valid_0's rmse: 3.83417 valid_1's rmse: 3.88056 [81] valid_0's rmse: 3.82823 valid_1's rmse: 3.87465 [82] valid_0's rmse: 3.82545 valid_1's rmse: 3.87315 [83] valid_0's rmse: 3.82137 valid_1's rmse: 3.86958 [84] valid_0's rmse: 3.81708 valid_1's rmse: 3.86537 [85] valid_0's rmse: 3.81261 valid_1's rmse: 3.8616 [86] valid_0's rmse: 3.8097 valid_1's rmse: 3.85987 [87] valid_0's rmse: 3.80581 valid_1's rmse: 3.85631 [88] valid_0's rmse: 3.80304 valid_1's rmse: 3.8552 [89] valid_0's rmse: 3.80053 valid_1's rmse: 3.85292 [90] valid_0's rmse: 3.79647 valid_1's rmse: 3.84942 [91] valid_0's rmse: 3.79382 valid_1's rmse: 3.84868 [92] valid_0's rmse: 3.79118 valid_1's rmse: 3.84713 [93] valid_0's rmse: 3.7882 valid_1's rmse: 3.84532 [94] valid_0's rmse: 3.78588 valid_1's rmse: 3.84375 [95] valid_0's rmse: 3.78242 valid_1's rmse: 3.8412 [96] valid_0's rmse: 3.77978 valid_1's rmse: 3.84104 [97] valid_0's rmse: 3.7742 valid_1's rmse: 3.83569 [98] valid_0's rmse: 3.77162 valid_1's rmse: 3.83482 [99] valid_0's rmse: 3.7685 valid_1's rmse: 3.83198 [100] valid_0's rmse: 3.76495 valid_1's rmse: 3.82887 [101] valid_0's rmse: 3.76082 valid_1's rmse: 3.82611 [102] valid_0's rmse: 3.75925 valid_1's rmse: 3.82564 [103] valid_0's rmse: 3.7557 valid_1's rmse: 3.82268 [104] valid_0's rmse: 3.75374 valid_1's rmse: 3.82212 [105] valid_0's rmse: 3.75024 valid_1's rmse: 3.82064 [106] valid_0's rmse: 3.74842 valid_1's rmse: 3.81992 [107] valid_0's rmse: 3.74495 valid_1's rmse: 3.81683 [108] valid_0's rmse: 3.74186 valid_1's rmse: 3.81449 [109] valid_0's rmse: 3.73978 valid_1's rmse: 3.81269 [110] valid_0's rmse: 3.73614 valid_1's rmse: 3.80967 [111] valid_0's rmse: 3.73455 valid_1's rmse: 3.80962 [112] valid_0's rmse: 3.73298 valid_1's rmse: 3.80901 [113] valid_0's rmse: 3.73085 valid_1's rmse: 3.80802 [114] valid_0's rmse: 3.72836 valid_1's rmse: 3.80585 [115] valid_0's rmse: 3.72673 valid_1's rmse: 3.80556 [116] valid_0's rmse: 3.72424 valid_1's rmse: 3.80467 [117] valid_0's rmse: 3.72199 valid_1's rmse: 3.80366 [118] valid_0's rmse: 3.71972 valid_1's rmse: 3.80262 [119] valid_0's rmse: 3.71619 valid_1's rmse: 3.80007 [120] valid_0's rmse: 3.71376 valid_1's rmse: 3.79795 [121] valid_0's rmse: 3.71141 valid_1's rmse: 3.79569 [122] valid_0's rmse: 3.70928 valid_1's rmse: 3.79402 [123] valid_0's rmse: 3.70606 valid_1's rmse: 3.79084 [124] valid_0's rmse: 3.7037 valid_1's rmse: 3.78958 [125] valid_0's rmse: 3.70087 valid_1's rmse: 3.78717 [126] valid_0's rmse: 3.69945 valid_1's rmse: 3.78661 [127] valid_0's rmse: 3.69817 valid_1's rmse: 3.78652 [128] valid_0's rmse: 3.69528 valid_1's rmse: 3.78402 [129] valid_0's rmse: 3.69386 valid_1's rmse: 3.78352 [130] valid_0's rmse: 3.69283 valid_1's rmse: 3.78295 [131] valid_0's rmse: 3.69161 valid_1's rmse: 3.78255 [132] valid_0's rmse: 3.68951 valid_1's rmse: 3.78081 [133] valid_0's rmse: 3.68705 valid_1's rmse: 3.77872 [134] valid_0's rmse: 3.68563 valid_1's rmse: 3.77817 [135] valid_0's rmse: 3.6839 valid_1's rmse: 3.77737 [136] valid_0's rmse: 3.68276 valid_1's rmse: 3.77703 [137] valid_0's rmse: 3.68108 valid_1's rmse: 3.77648 [138] valid_0's rmse: 3.67974 valid_1's rmse: 3.7761 [139] valid_0's rmse: 3.67851 valid_1's rmse: 3.77608 [140] valid_0's rmse: 3.67696 valid_1's rmse: 3.7756 [141] valid_0's rmse: 3.67518 valid_1's rmse: 3.77494 [142] valid_0's rmse: 3.67316 valid_1's rmse: 3.7732 [143] valid_0's rmse: 3.6707 valid_1's rmse: 3.77224 [144] valid_0's rmse: 3.66895 valid_1's rmse: 3.77111 [145] valid_0's rmse: 3.66707 valid_1's rmse: 3.76978 [146] valid_0's rmse: 3.6662 valid_1's rmse: 3.7694 [147] valid_0's rmse: 3.66464 valid_1's rmse: 3.76902 [148] valid_0's rmse: 3.6631 valid_1's rmse: 3.76814 [149] valid_0's rmse: 3.66129 valid_1's rmse: 3.76746 [150] valid_0's rmse: 3.65989 valid_1's rmse: 3.7669 [151] valid_0's rmse: 3.65758 valid_1's rmse: 3.76508 [152] valid_0's rmse: 3.65618 valid_1's rmse: 3.76424 [153] valid_0's rmse: 3.6544 valid_1's rmse: 3.76337 [154] valid_0's rmse: 3.65367 valid_1's rmse: 3.7632 [155] valid_0's rmse: 3.65126 valid_1's rmse: 3.76137 [156] valid_0's rmse: 3.64905 valid_1's rmse: 3.75992 [157] valid_0's rmse: 3.64715 valid_1's rmse: 3.75848 [158] valid_0's rmse: 3.64582 valid_1's rmse: 3.7578 [159] valid_0's rmse: 3.64484 valid_1's rmse: 3.75771 [160] valid_0's rmse: 3.64113 valid_1's rmse: 3.75493 [161] valid_0's rmse: 3.63926 valid_1's rmse: 3.75436 [162] valid_0's rmse: 3.63732 valid_1's rmse: 3.7531 [163] valid_0's rmse: 3.63545 valid_1's rmse: 3.75324 [164] valid_0's rmse: 3.63392 valid_1's rmse: 3.75246 [165] valid_0's rmse: 3.63242 valid_1's rmse: 3.75161 [166] valid_0's rmse: 3.63066 valid_1's rmse: 3.75056 [167] valid_0's rmse: 3.629 valid_1's rmse: 3.74931 [168] valid_0's rmse: 3.6267 valid_1's rmse: 3.74794 [169] valid_0's rmse: 3.62498 valid_1's rmse: 3.74678 [170] valid_0's rmse: 3.62358 valid_1's rmse: 3.74579 [171] valid_0's rmse: 3.62207 valid_1's rmse: 3.74471 [172] valid_0's rmse: 3.62125 valid_1's rmse: 3.7445 [173] valid_0's rmse: 3.62006 valid_1's rmse: 3.74428 [174] valid_0's rmse: 3.61858 valid_1's rmse: 3.74385 [175] valid_0's rmse: 3.61651 valid_1's rmse: 3.74365 [176] valid_0's rmse: 3.61534 valid_1's rmse: 3.74336 [177] valid_0's rmse: 3.6127 valid_1's rmse: 3.74176 [178] valid_0's rmse: 3.61123 valid_1's rmse: 3.74156 [179] valid_0's rmse: 3.61008 valid_1's rmse: 3.74104 [180] valid_0's rmse: 3.6094 valid_1's rmse: 3.74071 [181] valid_0's rmse: 3.60827 valid_1's rmse: 3.74022 [182] valid_0's rmse: 3.60715 valid_1's rmse: 3.74001 [183] valid_0's rmse: 3.60605 valid_1's rmse: 3.7395 [184] valid_0's rmse: 3.60458 valid_1's rmse: 3.7381 [185] valid_0's rmse: 3.60276 valid_1's rmse: 3.7371 [186] valid_0's rmse: 3.60066 valid_1's rmse: 3.73548 [187] valid_0's rmse: 3.59925 valid_1's rmse: 3.73487 [188] valid_0's rmse: 3.59802 valid_1's rmse: 3.73414 [189] valid_0's rmse: 3.597 valid_1's rmse: 3.73406 [190] valid_0's rmse: 3.59583 valid_1's rmse: 3.73398 [191] valid_0's rmse: 3.59484 valid_1's rmse: 3.73384 [192] valid_0's rmse: 3.5937 valid_1's rmse: 3.73346 [193] valid_0's rmse: 3.59311 valid_1's rmse: 3.73308 [194] valid_0's rmse: 3.59201 valid_1's rmse: 3.7323 [195] valid_0's rmse: 3.59044 valid_1's rmse: 3.732 [196] valid_0's rmse: 3.58877 valid_1's rmse: 3.7312 [197] valid_0's rmse: 3.58765 valid_1's rmse: 3.7308 [198] valid_0's rmse: 3.58681 valid_1's rmse: 3.7307 [199] valid_0's rmse: 3.5857 valid_1's rmse: 3.73042 [200] valid_0's rmse: 3.58475 valid_1's rmse: 3.72958 [201] valid_0's rmse: 3.58361 valid_1's rmse: 3.72959 [202] valid_0's rmse: 3.58232 valid_1's rmse: 3.72957 [203] valid_0's rmse: 3.58095 valid_1's rmse: 3.72856 [204] valid_0's rmse: 3.57945 valid_1's rmse: 3.72733 [205] valid_0's rmse: 3.57862 valid_1's rmse: 3.72748 [206] valid_0's rmse: 3.57789 valid_1's rmse: 3.72754 [207] valid_0's rmse: 3.57687 valid_1's rmse: 3.72731 [208] valid_0's rmse: 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3.64884 [727] valid_0's rmse: 3.2657 valid_1's rmse: 3.6487 [728] valid_0's rmse: 3.26536 valid_1's rmse: 3.64862 [729] valid_0's rmse: 3.2649 valid_1's rmse: 3.64835 [730] valid_0's rmse: 3.26457 valid_1's rmse: 3.64821 [731] valid_0's rmse: 3.26412 valid_1's rmse: 3.64821 [732] valid_0's rmse: 3.26359 valid_1's rmse: 3.64792 [733] valid_0's rmse: 3.26339 valid_1's rmse: 3.64789 [734] valid_0's rmse: 3.26319 valid_1's rmse: 3.64783 [735] valid_0's rmse: 3.26283 valid_1's rmse: 3.64767 [736] valid_0's rmse: 3.26241 valid_1's rmse: 3.64754 [737] valid_0's rmse: 3.26187 valid_1's rmse: 3.64739 [738] valid_0's rmse: 3.26161 valid_1's rmse: 3.64735 [739] valid_0's rmse: 3.26128 valid_1's rmse: 3.64734 [740] valid_0's rmse: 3.26092 valid_1's rmse: 3.64751 [741] valid_0's rmse: 3.26049 valid_1's rmse: 3.6473 [742] valid_0's rmse: 3.26024 valid_1's rmse: 3.64729 [743] valid_0's rmse: 3.25996 valid_1's rmse: 3.64721 [744] valid_0's rmse: 3.25952 valid_1's rmse: 3.64701 [745] valid_0's rmse: 3.25909 valid_1's rmse: 3.64704 [746] valid_0's rmse: 3.25867 valid_1's rmse: 3.64697 [747] valid_0's rmse: 3.25815 valid_1's rmse: 3.64677 [748] valid_0's rmse: 3.2578 valid_1's rmse: 3.64678 [749] valid_0's rmse: 3.25715 valid_1's rmse: 3.64641 [750] valid_0's rmse: 3.25684 valid_1's rmse: 3.64659 [751] valid_0's rmse: 3.25639 valid_1's rmse: 3.64621 [752] valid_0's rmse: 3.25605 valid_1's rmse: 3.64606 [753] valid_0's rmse: 3.2557 valid_1's rmse: 3.64599 [754] valid_0's rmse: 3.2555 valid_1's rmse: 3.64594 [755] valid_0's rmse: 3.25518 valid_1's rmse: 3.64587 [756] valid_0's rmse: 3.25474 valid_1's rmse: 3.6456 [757] valid_0's rmse: 3.2543 valid_1's rmse: 3.64555 [758] valid_0's rmse: 3.25387 valid_1's rmse: 3.64531 [759] valid_0's rmse: 3.25363 valid_1's rmse: 3.64535 [760] valid_0's rmse: 3.2533 valid_1's rmse: 3.64525 [761] valid_0's rmse: 3.25283 valid_1's rmse: 3.64506 [762] valid_0's rmse: 3.25241 valid_1's rmse: 3.64481 [763] valid_0's rmse: 3.2521 valid_1's rmse: 3.64481 [764] valid_0's rmse: 3.25178 valid_1's rmse: 3.64477 [765] valid_0's rmse: 3.25137 valid_1's rmse: 3.6446 [766] valid_0's rmse: 3.25097 valid_1's rmse: 3.64437 [767] valid_0's rmse: 3.25069 valid_1's rmse: 3.6445 [768] valid_0's rmse: 3.25032 valid_1's rmse: 3.64441 [769] valid_0's rmse: 3.24985 valid_1's rmse: 3.6442 [770] valid_0's rmse: 3.24963 valid_1's rmse: 3.64427 [771] valid_0's rmse: 3.24923 valid_1's rmse: 3.64426 [772] valid_0's rmse: 3.24899 valid_1's rmse: 3.64424 [773] valid_0's rmse: 3.24861 valid_1's rmse: 3.64429 [774] valid_0's rmse: 3.24813 valid_1's rmse: 3.6442 [775] valid_0's rmse: 3.24774 valid_1's rmse: 3.64425 [776] valid_0's rmse: 3.24739 valid_1's rmse: 3.64443 [777] valid_0's rmse: 3.24718 valid_1's rmse: 3.64435 [778] valid_0's rmse: 3.24653 valid_1's rmse: 3.64417 [779] valid_0's rmse: 3.24593 valid_1's rmse: 3.64402 [780] valid_0's rmse: 3.24566 valid_1's rmse: 3.64388 [781] valid_0's rmse: 3.24541 valid_1's rmse: 3.64389 [782] valid_0's rmse: 3.24502 valid_1's rmse: 3.64416 [783] valid_0's rmse: 3.24459 valid_1's rmse: 3.64421 [784] valid_0's rmse: 3.24438 valid_1's rmse: 3.64414 [785] valid_0's rmse: 3.24405 valid_1's rmse: 3.6441 [786] valid_0's rmse: 3.24378 valid_1's rmse: 3.64412 [787] valid_0's rmse: 3.2434 valid_1's rmse: 3.644 [788] valid_0's rmse: 3.24298 valid_1's rmse: 3.64399 [789] valid_0's rmse: 3.24245 valid_1's rmse: 3.64359 [790] valid_0's rmse: 3.2421 valid_1's rmse: 3.64348 [791] valid_0's rmse: 3.24154 valid_1's rmse: 3.64325 [792] valid_0's rmse: 3.24107 valid_1's rmse: 3.64327 [793] valid_0's rmse: 3.24059 valid_1's rmse: 3.64309 [794] valid_0's rmse: 3.24016 valid_1's rmse: 3.64284 [795] valid_0's rmse: 3.23979 valid_1's rmse: 3.64279 [796] valid_0's rmse: 3.23928 valid_1's rmse: 3.64254 [797] valid_0's rmse: 3.23881 valid_1's rmse: 3.64261 [798] valid_0's rmse: 3.23845 valid_1's rmse: 3.64244 [799] valid_0's rmse: 3.23799 valid_1's rmse: 3.64245 [800] valid_0's rmse: 3.23769 valid_1's rmse: 3.6424 [801] valid_0's rmse: 3.23732 valid_1's rmse: 3.64225 [802] valid_0's rmse: 3.23685 valid_1's rmse: 3.64236 [803] valid_0's rmse: 3.23629 valid_1's rmse: 3.64262 [804] valid_0's rmse: 3.23595 valid_1's rmse: 3.6427 [805] valid_0's rmse: 3.23557 valid_1's rmse: 3.64282 [806] valid_0's rmse: 3.23512 valid_1's rmse: 3.64264 [807] valid_0's rmse: 3.23484 valid_1's rmse: 3.64259 [808] valid_0's rmse: 3.23452 valid_1's rmse: 3.6426 [809] valid_0's rmse: 3.23418 valid_1's rmse: 3.64261 [810] valid_0's rmse: 3.23384 valid_1's rmse: 3.6426 [811] valid_0's rmse: 3.23359 valid_1's rmse: 3.64251 [812] valid_0's rmse: 3.2331 valid_1's rmse: 3.64233 [813] valid_0's rmse: 3.23279 valid_1's rmse: 3.64223 [814] valid_0's rmse: 3.23243 valid_1's rmse: 3.64263 [815] valid_0's rmse: 3.23216 valid_1's rmse: 3.6425 [816] valid_0's rmse: 3.23181 valid_1's rmse: 3.64246 [817] valid_0's rmse: 3.23133 valid_1's rmse: 3.64242 [818] valid_0's rmse: 3.231 valid_1's rmse: 3.64245 [819] valid_0's rmse: 3.23073 valid_1's rmse: 3.64232 [820] valid_0's rmse: 3.23042 valid_1's rmse: 3.64239 [821] valid_0's rmse: 3.23018 valid_1's rmse: 3.64241 [822] valid_0's rmse: 3.22984 valid_1's rmse: 3.64232 [823] valid_0's rmse: 3.22946 valid_1's rmse: 3.64253 [824] valid_0's rmse: 3.22922 valid_1's rmse: 3.64246 [825] valid_0's rmse: 3.22889 valid_1's rmse: 3.64234 [826] valid_0's rmse: 3.2285 valid_1's rmse: 3.64225 [827] valid_0's rmse: 3.22829 valid_1's rmse: 3.6422 [828] valid_0's rmse: 3.22799 valid_1's rmse: 3.64209 [829] valid_0's rmse: 3.22777 valid_1's rmse: 3.6421 [830] valid_0's rmse: 3.22741 valid_1's rmse: 3.64223 [831] valid_0's rmse: 3.22703 valid_1's rmse: 3.64217 [832] valid_0's rmse: 3.22659 valid_1's rmse: 3.64206 [833] valid_0's rmse: 3.22641 valid_1's rmse: 3.64208 [834] valid_0's rmse: 3.2261 valid_1's rmse: 3.64205 [835] valid_0's rmse: 3.22582 valid_1's rmse: 3.64218 [836] valid_0's rmse: 3.22559 valid_1's rmse: 3.64212 [837] valid_0's rmse: 3.22531 valid_1's rmse: 3.64206 [838] valid_0's rmse: 3.22481 valid_1's rmse: 3.64203 [839] valid_0's rmse: 3.22441 valid_1's rmse: 3.64211 [840] valid_0's rmse: 3.2242 valid_1's rmse: 3.64205 [841] valid_0's rmse: 3.22369 valid_1's rmse: 3.64185 [842] valid_0's rmse: 3.22328 valid_1's rmse: 3.64179 [843] valid_0's rmse: 3.22269 valid_1's rmse: 3.64155 [844] valid_0's rmse: 3.22213 valid_1's rmse: 3.64165 [845] valid_0's rmse: 3.22188 valid_1's rmse: 3.64164 [846] valid_0's rmse: 3.22154 valid_1's rmse: 3.64175 [847] valid_0's rmse: 3.22126 valid_1's rmse: 3.64178 [848] valid_0's rmse: 3.22098 valid_1's rmse: 3.64184 [849] valid_0's rmse: 3.22061 valid_1's rmse: 3.64166 [850] valid_0's rmse: 3.22028 valid_1's rmse: 3.6415 [851] valid_0's rmse: 3.22004 valid_1's rmse: 3.64144 [852] valid_0's rmse: 3.21953 valid_1's rmse: 3.64138 [853] valid_0's rmse: 3.21928 valid_1's rmse: 3.64142 [854] valid_0's rmse: 3.21901 valid_1's rmse: 3.64132 [855] valid_0's rmse: 3.21873 valid_1's rmse: 3.64131 [856] valid_0's rmse: 3.2185 valid_1's rmse: 3.64154 [857] valid_0's rmse: 3.21807 valid_1's rmse: 3.64179 [858] valid_0's rmse: 3.21764 valid_1's rmse: 3.64162 [859] valid_0's rmse: 3.21731 valid_1's rmse: 3.64156 [860] valid_0's rmse: 3.21711 valid_1's rmse: 3.64137 [861] valid_0's rmse: 3.21677 valid_1's rmse: 3.64142 [862] valid_0's rmse: 3.21641 valid_1's rmse: 3.64147 [863] valid_0's rmse: 3.21612 valid_1's rmse: 3.64135 [864] valid_0's rmse: 3.21573 valid_1's rmse: 3.6413 [865] valid_0's rmse: 3.21548 valid_1's rmse: 3.64121 [866] valid_0's rmse: 3.2152 valid_1's rmse: 3.64115 [867] valid_0's rmse: 3.21487 valid_1's rmse: 3.64118 [868] valid_0's rmse: 3.21442 valid_1's rmse: 3.64119 [869] valid_0's rmse: 3.21412 valid_1's rmse: 3.64104 [870] valid_0's rmse: 3.21383 valid_1's rmse: 3.64097 [871] valid_0's rmse: 3.21358 valid_1's rmse: 3.64092 [872] valid_0's rmse: 3.2133 valid_1's rmse: 3.6409 [873] valid_0's rmse: 3.21308 valid_1's rmse: 3.64103 [874] valid_0's rmse: 3.21289 valid_1's rmse: 3.64101 [875] valid_0's rmse: 3.21277 valid_1's rmse: 3.64102 [876] valid_0's rmse: 3.21252 valid_1's rmse: 3.64099 [877] valid_0's rmse: 3.21227 valid_1's rmse: 3.64107 [878] valid_0's rmse: 3.21193 valid_1's rmse: 3.64101 [879] valid_0's rmse: 3.21164 valid_1's rmse: 3.64098 [880] valid_0's rmse: 3.21131 valid_1's rmse: 3.64096 [881] valid_0's rmse: 3.21101 valid_1's rmse: 3.64103 [882] valid_0's rmse: 3.21058 valid_1's rmse: 3.64083 [883] valid_0's rmse: 3.21024 valid_1's rmse: 3.64074 [884] valid_0's rmse: 3.21005 valid_1's rmse: 3.64062 [885] valid_0's rmse: 3.2098 valid_1's rmse: 3.64051 [886] valid_0's rmse: 3.20958 valid_1's rmse: 3.64045 [887] valid_0's rmse: 3.20921 valid_1's rmse: 3.64056 [888] valid_0's rmse: 3.20884 valid_1's rmse: 3.64066 [889] valid_0's rmse: 3.20858 valid_1's rmse: 3.64059 [890] valid_0's rmse: 3.20836 valid_1's rmse: 3.64056 [891] valid_0's rmse: 3.2082 valid_1's rmse: 3.64054 [892] valid_0's rmse: 3.20777 valid_1's rmse: 3.64058 [893] valid_0's rmse: 3.2076 valid_1's rmse: 3.64051 [894] valid_0's rmse: 3.2072 valid_1's rmse: 3.64072 [895] valid_0's rmse: 3.207 valid_1's rmse: 3.6407 [896] valid_0's rmse: 3.20665 valid_1's rmse: 3.64058 [897] valid_0's rmse: 3.20618 valid_1's rmse: 3.6405 [898] valid_0's rmse: 3.20589 valid_1's rmse: 3.64034 [899] valid_0's rmse: 3.20559 valid_1's rmse: 3.64042 [900] valid_0's rmse: 3.20536 valid_1's rmse: 3.64054 [901] valid_0's rmse: 3.205 valid_1's rmse: 3.64037 [902] valid_0's rmse: 3.20481 valid_1's rmse: 3.64041 [903] valid_0's rmse: 3.20446 valid_1's rmse: 3.64026 [904] valid_0's rmse: 3.20414 valid_1's rmse: 3.64041 [905] valid_0's rmse: 3.20396 valid_1's rmse: 3.6404 [906] valid_0's rmse: 3.20358 valid_1's rmse: 3.64037 [907] valid_0's rmse: 3.20323 valid_1's rmse: 3.64049 [908] valid_0's rmse: 3.20294 valid_1's rmse: 3.64048 [909] valid_0's rmse: 3.2028 valid_1's rmse: 3.6405 [910] valid_0's rmse: 3.2026 valid_1's rmse: 3.64052 [911] valid_0's rmse: 3.20243 valid_1's rmse: 3.64049 [912] valid_0's rmse: 3.20206 valid_1's rmse: 3.64049 [913] valid_0's rmse: 3.20156 valid_1's rmse: 3.64039 [914] valid_0's rmse: 3.20137 valid_1's rmse: 3.64048 [915] valid_0's rmse: 3.20109 valid_1's rmse: 3.6405 [916] valid_0's rmse: 3.20075 valid_1's rmse: 3.64063 [917] valid_0's rmse: 3.20044 valid_1's rmse: 3.64071 [918] valid_0's rmse: 3.20021 valid_1's rmse: 3.64084 [919] valid_0's rmse: 3.19994 valid_1's rmse: 3.64092 [920] valid_0's rmse: 3.19974 valid_1's rmse: 3.64099 [921] valid_0's rmse: 3.19937 valid_1's rmse: 3.64098 [922] valid_0's rmse: 3.19904 valid_1's rmse: 3.64123 [923] valid_0's rmse: 3.19878 valid_1's rmse: 3.64116 Early stopping, best iteration is: [903] valid_0's rmse: 3.20446 valid_1's rmse: 3.64026 SCORE: 3.640258680908852 [1] valid_0's rmse: 8.97712 valid_1's rmse: 8.93677 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.3814 valid_1's rmse: 8.34222 [3] valid_0's rmse: 7.85835 valid_1's rmse: 7.82046 [4] valid_0's rmse: 7.39176 valid_1's rmse: 7.35492 [5] valid_0's rmse: 6.99723 valid_1's rmse: 6.96158 [6] valid_0's rmse: 6.64839 valid_1's rmse: 6.61371 [7] valid_0's rmse: 6.35946 valid_1's rmse: 6.32533 [8] valid_0's rmse: 6.10187 valid_1's rmse: 6.06825 [9] valid_0's rmse: 5.87312 valid_1's rmse: 5.84139 [10] valid_0's rmse: 5.68055 valid_1's rmse: 5.65007 [11] valid_0's rmse: 5.51606 valid_1's rmse: 5.48664 [12] valid_0's rmse: 5.35728 valid_1's rmse: 5.32849 [13] valid_0's rmse: 5.22464 valid_1's rmse: 5.19643 [14] valid_0's rmse: 5.09641 valid_1's rmse: 5.06801 [15] valid_0's rmse: 4.98546 valid_1's rmse: 4.9577 [16] valid_0's rmse: 4.89854 valid_1's rmse: 4.87117 [17] valid_0's rmse: 4.79788 valid_1's rmse: 4.77066 [18] valid_0's rmse: 4.73368 valid_1's rmse: 4.70743 [19] valid_0's rmse: 4.67912 valid_1's rmse: 4.65315 [20] valid_0's rmse: 4.62284 valid_1's rmse: 4.59686 [21] valid_0's rmse: 4.56792 valid_1's rmse: 4.54291 [22] valid_0's rmse: 4.52915 valid_1's rmse: 4.50456 [23] valid_0's rmse: 4.49207 valid_1's rmse: 4.46808 [24] valid_0's rmse: 4.45907 valid_1's rmse: 4.43646 [25] valid_0's rmse: 4.41667 valid_1's rmse: 4.39497 [26] valid_0's rmse: 4.38912 valid_1's rmse: 4.36826 [27] valid_0's rmse: 4.36191 valid_1's rmse: 4.34194 [28] valid_0's rmse: 4.3205 valid_1's rmse: 4.30048 [29] valid_0's rmse: 4.30131 valid_1's rmse: 4.28468 [30] valid_0's rmse: 4.27403 valid_1's rmse: 4.2571 [31] valid_0's rmse: 4.25391 valid_1's rmse: 4.23777 [32] valid_0's rmse: 4.22373 valid_1's rmse: 4.20769 [33] valid_0's rmse: 4.20561 valid_1's rmse: 4.19022 [34] valid_0's rmse: 4.17972 valid_1's rmse: 4.16455 [35] valid_0's rmse: 4.15839 valid_1's rmse: 4.14369 [36] valid_0's rmse: 4.1463 valid_1's rmse: 4.13294 [37] valid_0's rmse: 4.13094 valid_1's rmse: 4.11831 [38] valid_0's rmse: 4.11618 valid_1's rmse: 4.1046 [39] valid_0's rmse: 4.10978 valid_1's rmse: 4.10077 [40] valid_0's rmse: 4.10023 valid_1's rmse: 4.09268 [41] valid_0's rmse: 4.0886 valid_1's rmse: 4.08163 [42] valid_0's rmse: 4.07919 valid_1's rmse: 4.07536 [43] valid_0's rmse: 4.07312 valid_1's rmse: 4.07144 [44] valid_0's rmse: 4.05497 valid_1's rmse: 4.05355 [45] valid_0's rmse: 4.04729 valid_1's rmse: 4.04662 [46] valid_0's rmse: 4.03779 valid_1's rmse: 4.03755 [47] valid_0's rmse: 4.03248 valid_1's rmse: 4.03435 [48] valid_0's rmse: 4.02482 valid_1's rmse: 4.02747 [49] valid_0's rmse: 4.01858 valid_1's rmse: 4.02216 [50] valid_0's rmse: 4.01231 valid_1's rmse: 4.01659 [51] valid_0's rmse: 4.00076 valid_1's rmse: 4.00677 [52] valid_0's rmse: 3.99151 valid_1's rmse: 3.99894 [53] valid_0's rmse: 3.98695 valid_1's rmse: 3.99589 [54] valid_0's rmse: 3.97882 valid_1's rmse: 3.98827 [55] valid_0's rmse: 3.97465 valid_1's rmse: 3.98532 [56] valid_0's rmse: 3.96937 valid_1's rmse: 3.98063 [57] valid_0's rmse: 3.96432 valid_1's rmse: 3.97635 [58] valid_0's rmse: 3.95787 valid_1's rmse: 3.97093 [59] valid_0's rmse: 3.95245 valid_1's rmse: 3.96603 [60] valid_0's rmse: 3.94592 valid_1's rmse: 3.96 [61] valid_0's rmse: 3.94223 valid_1's rmse: 3.95801 [62] valid_0's rmse: 3.9371 valid_1's rmse: 3.95328 [63] valid_0's rmse: 3.93336 valid_1's rmse: 3.95041 [64] valid_0's rmse: 3.92969 valid_1's rmse: 3.94766 [65] valid_0's rmse: 3.92598 valid_1's rmse: 3.94534 [66] valid_0's rmse: 3.92217 valid_1's rmse: 3.94265 [67] valid_0's rmse: 3.91582 valid_1's rmse: 3.93639 [68] valid_0's rmse: 3.91171 valid_1's rmse: 3.933 [69] valid_0's rmse: 3.90177 valid_1's rmse: 3.92376 [70] valid_0's rmse: 3.89735 valid_1's rmse: 3.92019 [71] valid_0's rmse: 3.89146 valid_1's rmse: 3.91466 [72] valid_0's rmse: 3.88484 valid_1's rmse: 3.90855 [73] valid_0's rmse: 3.88162 valid_1's rmse: 3.90612 [74] valid_0's rmse: 3.87659 valid_1's rmse: 3.90218 [75] valid_0's rmse: 3.87311 valid_1's rmse: 3.89966 [76] valid_0's rmse: 3.86892 valid_1's rmse: 3.89603 [77] valid_0's rmse: 3.86578 valid_1's rmse: 3.89464 [78] valid_0's rmse: 3.86411 valid_1's rmse: 3.8937 [79] valid_0's rmse: 3.85782 valid_1's rmse: 3.88823 [80] valid_0's rmse: 3.85479 valid_1's rmse: 3.88557 [81] valid_0's rmse: 3.84919 valid_1's rmse: 3.88071 [82] valid_0's rmse: 3.84621 valid_1's rmse: 3.87883 [83] valid_0's rmse: 3.84141 valid_1's rmse: 3.8745 [84] valid_0's rmse: 3.83636 valid_1's rmse: 3.87044 [85] valid_0's rmse: 3.83421 valid_1's rmse: 3.86944 [86] valid_0's rmse: 3.83074 valid_1's rmse: 3.86727 [87] valid_0's rmse: 3.82703 valid_1's rmse: 3.865 [88] valid_0's rmse: 3.82491 valid_1's rmse: 3.86372 [89] valid_0's rmse: 3.82069 valid_1's rmse: 3.8603 [90] valid_0's rmse: 3.81702 valid_1's rmse: 3.85721 [91] valid_0's rmse: 3.8141 valid_1's rmse: 3.85514 [92] valid_0's rmse: 3.81037 valid_1's rmse: 3.85278 [93] valid_0's rmse: 3.80812 valid_1's rmse: 3.85178 [94] valid_0's rmse: 3.80399 valid_1's rmse: 3.84789 [95] valid_0's rmse: 3.80048 valid_1's rmse: 3.84753 [96] valid_0's rmse: 3.79426 valid_1's rmse: 3.8417 [97] valid_0's rmse: 3.79102 valid_1's rmse: 3.83909 [98] valid_0's rmse: 3.78909 valid_1's rmse: 3.83813 [99] valid_0's rmse: 3.78649 valid_1's rmse: 3.83734 [100] valid_0's rmse: 3.78345 valid_1's rmse: 3.83467 [101] valid_0's rmse: 3.78152 valid_1's rmse: 3.83338 [102] valid_0's rmse: 3.77754 valid_1's rmse: 3.8296 [103] valid_0's rmse: 3.77504 valid_1's rmse: 3.82794 [104] valid_0's rmse: 3.77228 valid_1's rmse: 3.82628 [105] valid_0's rmse: 3.76984 valid_1's rmse: 3.82596 [106] valid_0's rmse: 3.76567 valid_1's rmse: 3.82151 [107] valid_0's rmse: 3.76329 valid_1's rmse: 3.82049 [108] valid_0's rmse: 3.75937 valid_1's rmse: 3.81823 [109] valid_0's rmse: 3.75781 valid_1's rmse: 3.81755 [110] valid_0's rmse: 3.75447 valid_1's rmse: 3.81704 [111] valid_0's rmse: 3.75287 valid_1's rmse: 3.81617 [112] valid_0's rmse: 3.75094 valid_1's rmse: 3.81494 [113] valid_0's rmse: 3.74911 valid_1's rmse: 3.81376 [114] valid_0's rmse: 3.74578 valid_1's rmse: 3.8106 [115] valid_0's 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valid_1's rmse: 3.65872 [635] valid_0's rmse: 3.33375 valid_1's rmse: 3.65862 [636] valid_0's rmse: 3.33347 valid_1's rmse: 3.65861 [637] valid_0's rmse: 3.33318 valid_1's rmse: 3.6586 [638] valid_0's rmse: 3.33214 valid_1's rmse: 3.65789 [639] valid_0's rmse: 3.33176 valid_1's rmse: 3.65793 [640] valid_0's rmse: 3.33123 valid_1's rmse: 3.65782 [641] valid_0's rmse: 3.33095 valid_1's rmse: 3.65766 [642] valid_0's rmse: 3.33053 valid_1's rmse: 3.65739 [643] valid_0's rmse: 3.33023 valid_1's rmse: 3.65723 [644] valid_0's rmse: 3.32967 valid_1's rmse: 3.65768 [645] valid_0's rmse: 3.32927 valid_1's rmse: 3.65754 [646] valid_0's rmse: 3.3289 valid_1's rmse: 3.65732 [647] valid_0's rmse: 3.32853 valid_1's rmse: 3.6573 [648] valid_0's rmse: 3.32829 valid_1's rmse: 3.65736 [649] valid_0's rmse: 3.32809 valid_1's rmse: 3.65732 [650] valid_0's rmse: 3.32774 valid_1's rmse: 3.65744 [651] valid_0's rmse: 3.32713 valid_1's rmse: 3.65741 [652] valid_0's rmse: 3.32659 valid_1's rmse: 3.65729 [653] valid_0's rmse: 3.3264 valid_1's rmse: 3.65719 [654] valid_0's rmse: 3.32603 valid_1's rmse: 3.65714 [655] valid_0's rmse: 3.32547 valid_1's rmse: 3.65688 [656] valid_0's rmse: 3.32504 valid_1's rmse: 3.6568 [657] valid_0's rmse: 3.32468 valid_1's rmse: 3.65686 [658] valid_0's rmse: 3.32439 valid_1's rmse: 3.65668 [659] valid_0's rmse: 3.32407 valid_1's rmse: 3.65673 [660] valid_0's rmse: 3.32388 valid_1's rmse: 3.65674 [661] valid_0's rmse: 3.32353 valid_1's rmse: 3.65687 [662] valid_0's rmse: 3.32326 valid_1's rmse: 3.65692 [663] valid_0's rmse: 3.32289 valid_1's rmse: 3.65709 [664] valid_0's rmse: 3.32235 valid_1's rmse: 3.65709 [665] valid_0's rmse: 3.32203 valid_1's rmse: 3.65702 [666] valid_0's rmse: 3.32162 valid_1's rmse: 3.6569 [667] valid_0's rmse: 3.32133 valid_1's rmse: 3.65682 [668] valid_0's rmse: 3.32086 valid_1's rmse: 3.65671 [669] valid_0's rmse: 3.32042 valid_1's rmse: 3.65661 [670] valid_0's rmse: 3.32033 valid_1's rmse: 3.65661 [671] valid_0's rmse: 3.31996 valid_1's rmse: 3.65687 [672] valid_0's rmse: 3.31961 valid_1's rmse: 3.65707 [673] valid_0's rmse: 3.31928 valid_1's rmse: 3.65711 [674] valid_0's rmse: 3.31897 valid_1's rmse: 3.65722 [675] valid_0's rmse: 3.3186 valid_1's rmse: 3.65738 [676] valid_0's rmse: 3.31828 valid_1's rmse: 3.65732 [677] valid_0's rmse: 3.31801 valid_1's rmse: 3.65729 [678] valid_0's rmse: 3.31773 valid_1's rmse: 3.6573 [679] valid_0's rmse: 3.31739 valid_1's rmse: 3.65734 [680] valid_0's rmse: 3.31706 valid_1's rmse: 3.65723 [681] valid_0's rmse: 3.31682 valid_1's rmse: 3.65719 [682] valid_0's rmse: 3.31644 valid_1's rmse: 3.65706 [683] valid_0's rmse: 3.3162 valid_1's rmse: 3.65702 [684] valid_0's rmse: 3.31595 valid_1's rmse: 3.65698 [685] valid_0's rmse: 3.31564 valid_1's rmse: 3.65692 [686] valid_0's rmse: 3.31527 valid_1's rmse: 3.65701 [687] valid_0's rmse: 3.31505 valid_1's rmse: 3.65719 [688] valid_0's rmse: 3.31455 valid_1's rmse: 3.65703 [689] valid_0's rmse: 3.31394 valid_1's rmse: 3.6567 Early stopping, best iteration is: [669] valid_0's rmse: 3.32042 valid_1's rmse: 3.65661 SCORE: 3.656605500865867 [1] valid_0's rmse: 8.97989 valid_1's rmse: 8.93957 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39606 valid_1's rmse: 8.35727 [3] valid_0's rmse: 7.86995 valid_1's rmse: 7.833 [4] valid_0's rmse: 7.41261 valid_1's rmse: 7.37697 [5] valid_0's rmse: 7.02556 valid_1's rmse: 6.992 [6] valid_0's rmse: 6.67897 valid_1's rmse: 6.64648 [7] valid_0's rmse: 6.38208 valid_1's rmse: 6.34922 [8] valid_0's rmse: 6.11852 valid_1's rmse: 6.08663 [9] valid_0's rmse: 5.89713 valid_1's rmse: 5.86561 [10] valid_0's rmse: 5.70026 valid_1's rmse: 5.67002 [11] valid_0's rmse: 5.53844 valid_1's rmse: 5.50953 [12] valid_0's rmse: 5.39656 valid_1's rmse: 5.36948 [13] valid_0's rmse: 5.26889 valid_1's rmse: 5.24236 [14] valid_0's rmse: 5.15464 valid_1's rmse: 5.12934 [15] valid_0's rmse: 5.03064 valid_1's rmse: 5.00605 [16] valid_0's rmse: 4.92369 valid_1's rmse: 4.90071 [17] valid_0's rmse: 4.83601 valid_1's rmse: 4.81374 [18] valid_0's rmse: 4.76267 valid_1's rmse: 4.74031 [19] valid_0's rmse: 4.69352 valid_1's rmse: 4.67194 [20] valid_0's rmse: 4.62983 valid_1's rmse: 4.60786 [21] valid_0's rmse: 4.57862 valid_1's rmse: 4.55776 [22] valid_0's rmse: 4.53417 valid_1's rmse: 4.51428 [23] valid_0's rmse: 4.49748 valid_1's rmse: 4.47845 [24] valid_0's rmse: 4.47095 valid_1's rmse: 4.45257 [25] valid_0's rmse: 4.42551 valid_1's rmse: 4.40784 [26] valid_0's rmse: 4.40018 valid_1's rmse: 4.3843 [27] valid_0's rmse: 4.37433 valid_1's rmse: 4.35909 [28] valid_0's rmse: 4.34052 valid_1's rmse: 4.32526 [29] valid_0's rmse: 4.31828 valid_1's rmse: 4.30424 [30] valid_0's rmse: 4.29938 valid_1's rmse: 4.28558 [31] valid_0's rmse: 4.27944 valid_1's rmse: 4.26652 [32] valid_0's rmse: 4.2494 valid_1's rmse: 4.23662 [33] valid_0's rmse: 4.23022 valid_1's rmse: 4.21855 [34] valid_0's rmse: 4.2069 valid_1's rmse: 4.19568 [35] valid_0's rmse: 4.18417 valid_1's rmse: 4.17388 [36] valid_0's rmse: 4.17511 valid_1's rmse: 4.165 [37] valid_0's rmse: 4.16384 valid_1's rmse: 4.15492 [38] valid_0's rmse: 4.15287 valid_1's rmse: 4.14632 [39] valid_0's rmse: 4.146 valid_1's rmse: 4.14136 [40] valid_0's rmse: 4.13501 valid_1's rmse: 4.13174 [41] valid_0's rmse: 4.12233 valid_1's rmse: 4.11912 [42] valid_0's rmse: 4.1045 valid_1's rmse: 4.10182 [43] valid_0's rmse: 4.09784 valid_1's rmse: 4.09659 [44] valid_0's rmse: 4.09027 valid_1's rmse: 4.08996 [45] valid_0's rmse: 4.08082 valid_1's rmse: 4.08309 [46] valid_0's rmse: 4.07598 valid_1's rmse: 4.07891 [47] valid_0's rmse: 4.06603 valid_1's rmse: 4.06956 [48] valid_0's rmse: 4.05349 valid_1's rmse: 4.05683 [49] valid_0's rmse: 4.04819 valid_1's rmse: 4.05172 [50] valid_0's rmse: 4.03973 valid_1's rmse: 4.04375 [51] valid_0's rmse: 4.02786 valid_1's rmse: 4.03198 [52] valid_0's rmse: 4.01956 valid_1's rmse: 4.02622 [53] valid_0's rmse: 4.01478 valid_1's rmse: 4.02257 [54] valid_0's rmse: 4.00714 valid_1's rmse: 4.01589 [55] valid_0's rmse: 4.00197 valid_1's rmse: 4.01086 [56] valid_0's rmse: 3.99634 valid_1's rmse: 4.00632 [57] valid_0's rmse: 3.98861 valid_1's rmse: 3.99901 [58] valid_0's rmse: 3.97983 valid_1's rmse: 3.9907 [59] valid_0's rmse: 3.97475 valid_1's rmse: 3.98622 [60] valid_0's rmse: 3.96283 valid_1's rmse: 3.97479 [61] valid_0's rmse: 3.95591 valid_1's rmse: 3.96937 [62] valid_0's rmse: 3.95154 valid_1's rmse: 3.96597 [63] valid_0's rmse: 3.94695 valid_1's rmse: 3.96227 [64] valid_0's rmse: 3.94223 valid_1's rmse: 3.9592 [65] valid_0's rmse: 3.93785 valid_1's rmse: 3.95844 [66] valid_0's rmse: 3.93135 valid_1's rmse: 3.95239 [67] valid_0's rmse: 3.92083 valid_1's rmse: 3.942 [68] valid_0's rmse: 3.91724 valid_1's rmse: 3.93995 [69] valid_0's rmse: 3.91278 valid_1's rmse: 3.93621 [70] valid_0's rmse: 3.90968 valid_1's rmse: 3.9342 [71] valid_0's rmse: 3.90125 valid_1's rmse: 3.92604 [72] valid_0's rmse: 3.89492 valid_1's rmse: 3.92014 [73] valid_0's rmse: 3.8913 valid_1's rmse: 3.91829 [74] valid_0's rmse: 3.88563 valid_1's rmse: 3.91294 [75] valid_0's rmse: 3.88146 valid_1's rmse: 3.90901 [76] valid_0's rmse: 3.87726 valid_1's rmse: 3.90503 [77] valid_0's rmse: 3.87233 valid_1's rmse: 3.90075 [78] valid_0's rmse: 3.86797 valid_1's rmse: 3.89677 [79] valid_0's rmse: 3.86327 valid_1's rmse: 3.89333 [80] valid_0's rmse: 3.86021 valid_1's rmse: 3.89081 [81] valid_0's rmse: 3.8543 valid_1's rmse: 3.88533 [82] valid_0's rmse: 3.85041 valid_1's rmse: 3.88231 [83] valid_0's rmse: 3.84777 valid_1's rmse: 3.88066 [84] valid_0's rmse: 3.84026 valid_1's rmse: 3.87364 [85] valid_0's rmse: 3.8355 valid_1's rmse: 3.86907 [86] valid_0's rmse: 3.83219 valid_1's rmse: 3.86662 [87] valid_0's rmse: 3.82756 valid_1's rmse: 3.86266 [88] valid_0's rmse: 3.82264 valid_1's rmse: 3.85806 [89] valid_0's rmse: 3.81896 valid_1's rmse: 3.85747 [90] valid_0's rmse: 3.81661 valid_1's rmse: 3.85566 [91] valid_0's rmse: 3.8146 valid_1's rmse: 3.85396 [92] valid_0's rmse: 3.81238 valid_1's rmse: 3.85245 [93] valid_0's rmse: 3.80955 valid_1's rmse: 3.85033 [94] valid_0's rmse: 3.80615 valid_1's rmse: 3.84749 [95] valid_0's rmse: 3.80291 valid_1's rmse: 3.84657 [96] valid_0's rmse: 3.79817 valid_1's rmse: 3.84265 [97] valid_0's rmse: 3.79597 valid_1's rmse: 3.84226 [98] valid_0's rmse: 3.79387 valid_1's rmse: 3.84123 [99] valid_0's rmse: 3.79149 valid_1's rmse: 3.84059 [100] valid_0's rmse: 3.78779 valid_1's rmse: 3.8372 [101] valid_0's rmse: 3.7858 valid_1's rmse: 3.83613 [102] valid_0's rmse: 3.78224 valid_1's rmse: 3.83311 [103] valid_0's rmse: 3.77805 valid_1's rmse: 3.82903 [104] valid_0's rmse: 3.77563 valid_1's rmse: 3.82783 [105] valid_0's rmse: 3.77424 valid_1's rmse: 3.8275 [106] valid_0's rmse: 3.77049 valid_1's rmse: 3.82439 [107] valid_0's rmse: 3.7677 valid_1's rmse: 3.82295 [108] valid_0's rmse: 3.76579 valid_1's rmse: 3.82219 [109] valid_0's rmse: 3.76433 valid_1's rmse: 3.8218 [110] valid_0's rmse: 3.76262 valid_1's rmse: 3.8211 [111] valid_0's rmse: 3.76047 valid_1's rmse: 3.81979 [112] valid_0's rmse: 3.75726 valid_1's rmse: 3.81706 [113] valid_0's rmse: 3.75542 valid_1's rmse: 3.81582 [114] valid_0's rmse: 3.75361 valid_1's rmse: 3.81454 [115] valid_0's rmse: 3.75199 valid_1's rmse: 3.81369 [116] valid_0's rmse: 3.74929 valid_1's rmse: 3.8114 [117] valid_0's rmse: 3.74723 valid_1's rmse: 3.81083 [118] valid_0's rmse: 3.74473 valid_1's rmse: 3.80924 [119] valid_0's rmse: 3.74225 valid_1's rmse: 3.80709 [120] valid_0's rmse: 3.74036 valid_1's rmse: 3.80619 [121] valid_0's rmse: 3.73858 valid_1's rmse: 3.80569 [122] valid_0's rmse: 3.73691 valid_1's rmse: 3.80543 [123] valid_0's rmse: 3.73564 valid_1's rmse: 3.80487 [124] valid_0's rmse: 3.73396 valid_1's rmse: 3.80401 [125] valid_0's rmse: 3.73222 valid_1's rmse: 3.80367 [126] valid_0's rmse: 3.72996 valid_1's rmse: 3.80168 [127] valid_0's rmse: 3.72774 valid_1's rmse: 3.80011 [128] valid_0's rmse: 3.72652 valid_1's rmse: 3.79952 [129] valid_0's rmse: 3.72497 valid_1's rmse: 3.79852 [130] valid_0's rmse: 3.72281 valid_1's rmse: 3.7969 [131] valid_0's rmse: 3.72052 valid_1's rmse: 3.79509 [132] valid_0's rmse: 3.71843 valid_1's rmse: 3.79368 [133] valid_0's rmse: 3.71633 valid_1's rmse: 3.79201 [134] valid_0's rmse: 3.71485 valid_1's rmse: 3.79141 [135] valid_0's rmse: 3.71256 valid_1's rmse: 3.78973 [136] valid_0's rmse: 3.70987 valid_1's rmse: 3.78715 [137] valid_0's rmse: 3.70866 valid_1's rmse: 3.78653 [138] valid_0's rmse: 3.70759 valid_1's rmse: 3.78598 [139] valid_0's rmse: 3.70561 valid_1's rmse: 3.78543 [140] valid_0's rmse: 3.70367 valid_1's rmse: 3.78381 [141] valid_0's rmse: 3.70157 valid_1's rmse: 3.78375 [142] valid_0's rmse: 3.69956 valid_1's rmse: 3.78367 [143] valid_0's rmse: 3.69798 valid_1's rmse: 3.78314 [144] valid_0's rmse: 3.69656 valid_1's rmse: 3.78272 [145] valid_0's rmse: 3.6953 valid_1's rmse: 3.78286 [146] valid_0's rmse: 3.6932 valid_1's rmse: 3.78118 [147] valid_0's rmse: 3.69121 valid_1's rmse: 3.78009 [148] valid_0's rmse: 3.68974 valid_1's rmse: 3.77945 [149] valid_0's rmse: 3.68778 valid_1's rmse: 3.77785 [150] valid_0's rmse: 3.68626 valid_1's rmse: 3.77727 [151] valid_0's rmse: 3.68496 valid_1's rmse: 3.7767 [152] valid_0's rmse: 3.68279 valid_1's rmse: 3.77486 [153] valid_0's rmse: 3.67931 valid_1's rmse: 3.7716 [154] valid_0's rmse: 3.67771 valid_1's rmse: 3.77092 [155] valid_0's rmse: 3.67545 valid_1's rmse: 3.76914 [156] valid_0's rmse: 3.67385 valid_1's rmse: 3.7679 [157] valid_0's rmse: 3.67261 valid_1's rmse: 3.76704 [158] valid_0's rmse: 3.67068 valid_1's rmse: 3.76494 [159] valid_0's rmse: 3.66927 valid_1's rmse: 3.76456 [160] valid_0's rmse: 3.66751 valid_1's rmse: 3.76354 [161] valid_0's rmse: 3.66673 valid_1's rmse: 3.76322 [162] valid_0's rmse: 3.66511 valid_1's rmse: 3.76249 [163] valid_0's rmse: 3.66375 valid_1's rmse: 3.76175 [164] valid_0's rmse: 3.66253 valid_1's rmse: 3.76139 [165] valid_0's rmse: 3.66063 valid_1's rmse: 3.7604 [166] valid_0's rmse: 3.6594 valid_1's rmse: 3.76014 [167] valid_0's rmse: 3.65778 valid_1's rmse: 3.75971 [168] valid_0's rmse: 3.65571 valid_1's rmse: 3.75838 [169] valid_0's rmse: 3.65472 valid_1's rmse: 3.75809 [170] valid_0's rmse: 3.65298 valid_1's rmse: 3.75657 [171] valid_0's rmse: 3.65185 valid_1's rmse: 3.75576 [172] valid_0's rmse: 3.65072 valid_1's rmse: 3.75512 [173] valid_0's rmse: 3.6489 valid_1's rmse: 3.75436 [174] valid_0's rmse: 3.64768 valid_1's rmse: 3.75429 [175] valid_0's rmse: 3.64591 valid_1's rmse: 3.75311 [176] valid_0's rmse: 3.64491 valid_1's rmse: 3.75249 [177] valid_0's rmse: 3.64402 valid_1's rmse: 3.75225 [178] valid_0's rmse: 3.64284 valid_1's rmse: 3.75229 [179] valid_0's rmse: 3.64173 valid_1's rmse: 3.75218 [180] valid_0's rmse: 3.6408 valid_1's rmse: 3.75197 [181] valid_0's rmse: 3.63957 valid_1's rmse: 3.75085 [182] valid_0's rmse: 3.63867 valid_1's rmse: 3.75049 [183] valid_0's rmse: 3.63759 valid_1's rmse: 3.75029 [184] valid_0's rmse: 3.63608 valid_1's rmse: 3.74905 [185] valid_0's rmse: 3.63544 valid_1's rmse: 3.74882 [186] valid_0's rmse: 3.63385 valid_1's rmse: 3.7486 [187] valid_0's rmse: 3.63217 valid_1's rmse: 3.74702 [188] valid_0's rmse: 3.63078 valid_1's rmse: 3.74603 [189] valid_0's rmse: 3.6295 valid_1's rmse: 3.74555 [190] valid_0's rmse: 3.62848 valid_1's rmse: 3.74495 [191] valid_0's rmse: 3.62761 valid_1's rmse: 3.74432 [192] valid_0's rmse: 3.62702 valid_1's rmse: 3.74418 [193] valid_0's rmse: 3.62606 valid_1's rmse: 3.74395 [194] valid_0's rmse: 3.6251 valid_1's rmse: 3.74376 [195] valid_0's rmse: 3.62412 valid_1's rmse: 3.74306 [196] valid_0's rmse: 3.62306 valid_1's rmse: 3.74241 [197] valid_0's rmse: 3.62163 valid_1's rmse: 3.74221 [198] valid_0's rmse: 3.62055 valid_1's rmse: 3.74156 [199] valid_0's rmse: 3.61893 valid_1's rmse: 3.74051 [200] valid_0's rmse: 3.61783 valid_1's rmse: 3.73985 [201] valid_0's rmse: 3.61649 valid_1's rmse: 3.73886 [202] valid_0's rmse: 3.61561 valid_1's rmse: 3.73845 [203] valid_0's rmse: 3.61425 valid_1's rmse: 3.73735 [204] valid_0's rmse: 3.6131 valid_1's rmse: 3.73664 [205] valid_0's rmse: 3.61199 valid_1's rmse: 3.73662 [206] valid_0's rmse: 3.61147 valid_1's rmse: 3.73647 [207] valid_0's rmse: 3.61026 valid_1's rmse: 3.73644 [208] valid_0's rmse: 3.60967 valid_1's rmse: 3.73626 [209] valid_0's rmse: 3.60884 valid_1's rmse: 3.73606 [210] valid_0's rmse: 3.60799 valid_1's rmse: 3.73582 [211] valid_0's rmse: 3.60716 valid_1's rmse: 3.73523 [212] valid_0's rmse: 3.60636 valid_1's rmse: 3.73491 [213] valid_0's rmse: 3.60561 valid_1's rmse: 3.73472 [214] valid_0's rmse: 3.60428 valid_1's rmse: 3.73405 [215] valid_0's rmse: 3.60363 valid_1's rmse: 3.73385 [216] valid_0's rmse: 3.60255 valid_1's rmse: 3.7339 [217] valid_0's rmse: 3.60146 valid_1's rmse: 3.73387 [218] valid_0's rmse: 3.60047 valid_1's rmse: 3.7335 [219] valid_0's rmse: 3.5997 valid_1's rmse: 3.73334 [220] valid_0's rmse: 3.59906 valid_1's rmse: 3.73298 [221] valid_0's rmse: 3.5982 valid_1's rmse: 3.73239 [222] valid_0's rmse: 3.59701 valid_1's rmse: 3.73216 [223] valid_0's rmse: 3.59627 valid_1's rmse: 3.73199 [224] valid_0's rmse: 3.59539 valid_1's rmse: 3.73196 [225] valid_0's rmse: 3.59467 valid_1's rmse: 3.73156 [226] valid_0's rmse: 3.59344 valid_1's rmse: 3.73107 [227] valid_0's rmse: 3.59271 valid_1's rmse: 3.73083 [228] valid_0's rmse: 3.59095 valid_1's rmse: 3.72984 [229] valid_0's rmse: 3.59012 valid_1's rmse: 3.72991 [230] valid_0's rmse: 3.58938 valid_1's rmse: 3.72971 [231] valid_0's rmse: 3.58881 valid_1's rmse: 3.72942 [232] valid_0's rmse: 3.58766 valid_1's rmse: 3.72908 [233] valid_0's rmse: 3.58641 valid_1's rmse: 3.72828 [234] valid_0's rmse: 3.58548 valid_1's rmse: 3.72807 [235] valid_0's rmse: 3.58466 valid_1's rmse: 3.72782 [236] valid_0's rmse: 3.58338 valid_1's rmse: 3.72693 [237] valid_0's rmse: 3.58238 valid_1's rmse: 3.7267 [238] valid_0's rmse: 3.58158 valid_1's rmse: 3.72624 [239] valid_0's rmse: 3.58074 valid_1's rmse: 3.7257 [240] valid_0's rmse: 3.57872 valid_1's rmse: 3.72385 [241] valid_0's rmse: 3.57791 valid_1's rmse: 3.72351 [242] valid_0's rmse: 3.57686 valid_1's rmse: 3.7231 [243] valid_0's rmse: 3.57611 valid_1's rmse: 3.72287 [244] valid_0's rmse: 3.57518 valid_1's rmse: 3.72256 [245] valid_0's rmse: 3.57435 valid_1's rmse: 3.72244 [246] valid_0's rmse: 3.57307 valid_1's rmse: 3.72157 [247] valid_0's rmse: 3.5726 valid_1's rmse: 3.72143 [248] valid_0's rmse: 3.57154 valid_1's rmse: 3.72116 [249] valid_0's rmse: 3.57064 valid_1's rmse: 3.72087 [250] valid_0's rmse: 3.56939 valid_1's rmse: 3.71985 [251] valid_0's rmse: 3.56866 valid_1's rmse: 3.71957 [252] valid_0's rmse: 3.56798 valid_1's rmse: 3.71933 [253] valid_0's rmse: 3.56694 valid_1's rmse: 3.71881 [254] valid_0's rmse: 3.56609 valid_1's rmse: 3.71816 [255] valid_0's rmse: 3.56517 valid_1's rmse: 3.71765 [256] valid_0's rmse: 3.56416 valid_1's rmse: 3.71701 [257] valid_0's rmse: 3.56338 valid_1's rmse: 3.71672 [258] valid_0's rmse: 3.56265 valid_1's rmse: 3.71651 [259] valid_0's rmse: 3.56147 valid_1's rmse: 3.71604 [260] valid_0's rmse: 3.56071 valid_1's rmse: 3.71581 [261] valid_0's rmse: 3.55953 valid_1's rmse: 3.71544 [262] valid_0's rmse: 3.55873 valid_1's rmse: 3.71524 [263] valid_0's rmse: 3.55792 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[449] valid_0's rmse: 3.43377 valid_1's rmse: 3.679 [450] valid_0's rmse: 3.43337 valid_1's rmse: 3.67911 [451] valid_0's rmse: 3.43283 valid_1's rmse: 3.67876 [452] valid_0's rmse: 3.43195 valid_1's rmse: 3.67864 [453] valid_0's rmse: 3.43111 valid_1's rmse: 3.6781 [454] valid_0's rmse: 3.43064 valid_1's rmse: 3.67791 [455] valid_0's rmse: 3.43009 valid_1's rmse: 3.67769 [456] valid_0's rmse: 3.42941 valid_1's rmse: 3.67768 [457] valid_0's rmse: 3.42807 valid_1's rmse: 3.67727 [458] valid_0's rmse: 3.42758 valid_1's rmse: 3.67735 [459] valid_0's rmse: 3.42726 valid_1's rmse: 3.67731 [460] valid_0's rmse: 3.42681 valid_1's rmse: 3.6771 [461] valid_0's rmse: 3.42613 valid_1's rmse: 3.67682 [462] valid_0's rmse: 3.42569 valid_1's rmse: 3.67679 [463] valid_0's rmse: 3.42529 valid_1's rmse: 3.6767 [464] valid_0's rmse: 3.42495 valid_1's rmse: 3.67667 [465] valid_0's rmse: 3.42473 valid_1's rmse: 3.67665 [466] valid_0's rmse: 3.4242 valid_1's rmse: 3.67627 [467] valid_0's rmse: 3.42388 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rmse: 3.29728 valid_1's rmse: 3.6512 [784] valid_0's rmse: 3.29712 valid_1's rmse: 3.65122 [785] valid_0's rmse: 3.29675 valid_1's rmse: 3.65114 [786] valid_0's rmse: 3.29658 valid_1's rmse: 3.65106 [787] valid_0's rmse: 3.29614 valid_1's rmse: 3.65087 [788] valid_0's rmse: 3.29551 valid_1's rmse: 3.65042 [789] valid_0's rmse: 3.2952 valid_1's rmse: 3.65047 [790] valid_0's rmse: 3.29497 valid_1's rmse: 3.65043 [791] valid_0's rmse: 3.29477 valid_1's rmse: 3.6504 [792] valid_0's rmse: 3.29439 valid_1's rmse: 3.65055 [793] valid_0's rmse: 3.2942 valid_1's rmse: 3.65053 [794] valid_0's rmse: 3.29392 valid_1's rmse: 3.65062 [795] valid_0's rmse: 3.29356 valid_1's rmse: 3.65049 [796] valid_0's rmse: 3.29331 valid_1's rmse: 3.65047 [797] valid_0's rmse: 3.29301 valid_1's rmse: 3.6504 [798] valid_0's rmse: 3.2928 valid_1's rmse: 3.65041 [799] valid_0's rmse: 3.29243 valid_1's rmse: 3.65025 [800] valid_0's rmse: 3.29199 valid_1's rmse: 3.65005 [801] valid_0's rmse: 3.29166 valid_1's rmse: 3.65009 [802] valid_0's rmse: 3.29125 valid_1's rmse: 3.64985 [803] valid_0's rmse: 3.29103 valid_1's rmse: 3.6499 [804] valid_0's rmse: 3.29078 valid_1's rmse: 3.64999 [805] valid_0's rmse: 3.29043 valid_1's rmse: 3.64997 [806] valid_0's rmse: 3.28999 valid_1's rmse: 3.64994 [807] valid_0's rmse: 3.28954 valid_1's rmse: 3.65006 [808] valid_0's rmse: 3.28929 valid_1's rmse: 3.65011 [809] valid_0's rmse: 3.28909 valid_1's rmse: 3.65008 [810] valid_0's rmse: 3.28876 valid_1's rmse: 3.65009 [811] valid_0's rmse: 3.28836 valid_1's rmse: 3.64984 [812] valid_0's rmse: 3.28799 valid_1's rmse: 3.64982 [813] valid_0's rmse: 3.28751 valid_1's rmse: 3.64976 [814] valid_0's rmse: 3.28729 valid_1's rmse: 3.64974 [815] valid_0's rmse: 3.287 valid_1's rmse: 3.64957 [816] valid_0's rmse: 3.28677 valid_1's rmse: 3.6495 [817] valid_0's rmse: 3.28643 valid_1's rmse: 3.64938 [818] valid_0's rmse: 3.28616 valid_1's rmse: 3.64928 [819] valid_0's rmse: 3.28584 valid_1's rmse: 3.6493 [820] valid_0's rmse: 3.28562 valid_1's rmse: 3.64917 [821] valid_0's rmse: 3.28515 valid_1's rmse: 3.64913 [822] valid_0's rmse: 3.28483 valid_1's rmse: 3.6491 [823] valid_0's rmse: 3.28461 valid_1's rmse: 3.64905 [824] valid_0's rmse: 3.28442 valid_1's rmse: 3.64879 [825] valid_0's rmse: 3.28414 valid_1's rmse: 3.64874 [826] valid_0's rmse: 3.28374 valid_1's rmse: 3.64867 [827] valid_0's rmse: 3.28333 valid_1's rmse: 3.64859 [828] valid_0's rmse: 3.28283 valid_1's rmse: 3.64835 [829] valid_0's rmse: 3.28251 valid_1's rmse: 3.64849 [830] valid_0's rmse: 3.2822 valid_1's rmse: 3.64856 [831] valid_0's rmse: 3.28196 valid_1's rmse: 3.64842 [832] valid_0's rmse: 3.28174 valid_1's rmse: 3.64839 [833] valid_0's rmse: 3.28162 valid_1's rmse: 3.64841 [834] valid_0's rmse: 3.28117 valid_1's rmse: 3.64847 [835] valid_0's rmse: 3.28086 valid_1's rmse: 3.6485 [836] valid_0's rmse: 3.28059 valid_1's rmse: 3.64844 [837] valid_0's rmse: 3.28037 valid_1's rmse: 3.64842 [838] valid_0's rmse: 3.27999 valid_1's rmse: 3.64845 [839] valid_0's rmse: 3.27945 valid_1's rmse: 3.64807 [840] valid_0's rmse: 3.27915 valid_1's rmse: 3.64818 [841] valid_0's rmse: 3.27888 valid_1's rmse: 3.648 [842] valid_0's rmse: 3.27849 valid_1's rmse: 3.64831 [843] valid_0's rmse: 3.27823 valid_1's rmse: 3.64818 [844] valid_0's rmse: 3.27779 valid_1's rmse: 3.64846 [845] valid_0's rmse: 3.27764 valid_1's rmse: 3.64847 [846] valid_0's rmse: 3.27747 valid_1's rmse: 3.64846 [847] valid_0's rmse: 3.27711 valid_1's rmse: 3.64837 [848] valid_0's rmse: 3.27676 valid_1's rmse: 3.64824 [849] valid_0's rmse: 3.27649 valid_1's rmse: 3.64824 [850] valid_0's rmse: 3.27626 valid_1's rmse: 3.64822 [851] valid_0's rmse: 3.27612 valid_1's rmse: 3.64824 [852] valid_0's rmse: 3.27585 valid_1's rmse: 3.64831 [853] valid_0's rmse: 3.27543 valid_1's rmse: 3.64808 [854] valid_0's rmse: 3.27527 valid_1's rmse: 3.6481 [855] valid_0's rmse: 3.27491 valid_1's rmse: 3.64814 [856] valid_0's rmse: 3.27455 valid_1's rmse: 3.64806 [857] valid_0's rmse: 3.27411 valid_1's rmse: 3.64806 [858] valid_0's rmse: 3.27381 valid_1's rmse: 3.64805 [859] valid_0's rmse: 3.27333 valid_1's rmse: 3.64802 [860] valid_0's rmse: 3.27304 valid_1's rmse: 3.64796 [861] valid_0's rmse: 3.27274 valid_1's rmse: 3.64798 [862] valid_0's rmse: 3.27229 valid_1's rmse: 3.64799 [863] valid_0's rmse: 3.27201 valid_1's rmse: 3.64791 [864] valid_0's rmse: 3.27163 valid_1's rmse: 3.64777 [865] valid_0's rmse: 3.27116 valid_1's rmse: 3.64775 [866] valid_0's rmse: 3.27096 valid_1's rmse: 3.64769 [867] valid_0's rmse: 3.27069 valid_1's rmse: 3.64769 [868] valid_0's rmse: 3.2704 valid_1's rmse: 3.64759 [869] valid_0's rmse: 3.27016 valid_1's rmse: 3.64752 [870] valid_0's rmse: 3.26984 valid_1's rmse: 3.64745 [871] valid_0's rmse: 3.26962 valid_1's rmse: 3.64748 [872] valid_0's rmse: 3.2694 valid_1's rmse: 3.6474 [873] valid_0's rmse: 3.26906 valid_1's rmse: 3.64733 [874] valid_0's rmse: 3.26873 valid_1's rmse: 3.64743 [875] valid_0's rmse: 3.26842 valid_1's rmse: 3.64749 [876] valid_0's rmse: 3.26821 valid_1's rmse: 3.64735 [877] valid_0's rmse: 3.26786 valid_1's rmse: 3.64737 [878] valid_0's rmse: 3.26746 valid_1's rmse: 3.64745 [879] valid_0's rmse: 3.26709 valid_1's rmse: 3.64754 [880] valid_0's rmse: 3.26695 valid_1's rmse: 3.64749 [881] valid_0's rmse: 3.26675 valid_1's rmse: 3.64737 [882] valid_0's rmse: 3.26642 valid_1's rmse: 3.64737 [883] valid_0's rmse: 3.26613 valid_1's rmse: 3.64728 [884] valid_0's rmse: 3.26597 valid_1's rmse: 3.64723 [885] valid_0's rmse: 3.2656 valid_1's rmse: 3.64716 [886] valid_0's rmse: 3.26533 valid_1's rmse: 3.64716 [887] valid_0's rmse: 3.26513 valid_1's rmse: 3.64716 [888] valid_0's rmse: 3.26481 valid_1's rmse: 3.64703 [889] valid_0's rmse: 3.26453 valid_1's rmse: 3.64706 [890] valid_0's rmse: 3.26405 valid_1's rmse: 3.647 [891] valid_0's rmse: 3.26387 valid_1's rmse: 3.64695 [892] valid_0's rmse: 3.26352 valid_1's rmse: 3.64694 [893] valid_0's rmse: 3.26328 valid_1's rmse: 3.64687 [894] valid_0's rmse: 3.26296 valid_1's rmse: 3.64662 [895] valid_0's rmse: 3.26261 valid_1's rmse: 3.64661 [896] valid_0's rmse: 3.26248 valid_1's rmse: 3.64658 [897] valid_0's rmse: 3.262 valid_1's rmse: 3.64671 [898] valid_0's rmse: 3.26175 valid_1's rmse: 3.64666 [899] valid_0's rmse: 3.26144 valid_1's rmse: 3.64672 [900] valid_0's rmse: 3.26109 valid_1's rmse: 3.64676 [901] valid_0's rmse: 3.26083 valid_1's rmse: 3.6468 [902] valid_0's rmse: 3.26065 valid_1's rmse: 3.64684 [903] valid_0's rmse: 3.26037 valid_1's rmse: 3.64673 [904] valid_0's rmse: 3.26023 valid_1's rmse: 3.64671 [905] valid_0's rmse: 3.25999 valid_1's rmse: 3.64674 [906] valid_0's rmse: 3.25962 valid_1's rmse: 3.64693 [907] valid_0's rmse: 3.25937 valid_1's rmse: 3.64681 [908] valid_0's rmse: 3.259 valid_1's rmse: 3.64686 [909] valid_0's rmse: 3.2588 valid_1's rmse: 3.64681 [910] valid_0's rmse: 3.25841 valid_1's rmse: 3.64679 [911] valid_0's rmse: 3.25824 valid_1's rmse: 3.64678 [912] valid_0's rmse: 3.25792 valid_1's rmse: 3.6467 [913] valid_0's rmse: 3.25777 valid_1's rmse: 3.64668 [914] valid_0's rmse: 3.25753 valid_1's rmse: 3.64667 [915] valid_0's rmse: 3.25715 valid_1's rmse: 3.64653 [916] valid_0's rmse: 3.25669 valid_1's rmse: 3.64663 [917] valid_0's rmse: 3.25642 valid_1's rmse: 3.64658 [918] valid_0's rmse: 3.25601 valid_1's rmse: 3.64664 [919] valid_0's rmse: 3.25561 valid_1's rmse: 3.64666 [920] valid_0's rmse: 3.25524 valid_1's rmse: 3.64657 [921] valid_0's rmse: 3.25498 valid_1's rmse: 3.64651 [922] valid_0's rmse: 3.25474 valid_1's rmse: 3.64652 [923] valid_0's rmse: 3.25443 valid_1's rmse: 3.6467 [924] valid_0's rmse: 3.25411 valid_1's rmse: 3.64669 [925] valid_0's rmse: 3.25381 valid_1's rmse: 3.64659 [926] valid_0's rmse: 3.25359 valid_1's rmse: 3.64671 [927] valid_0's rmse: 3.25331 valid_1's rmse: 3.64653 [928] valid_0's rmse: 3.2528 valid_1's rmse: 3.64642 [929] valid_0's rmse: 3.25244 valid_1's rmse: 3.64642 [930] valid_0's rmse: 3.25216 valid_1's rmse: 3.64643 [931] valid_0's rmse: 3.25166 valid_1's rmse: 3.64621 [932] valid_0's rmse: 3.2514 valid_1's rmse: 3.64627 [933] valid_0's rmse: 3.25108 valid_1's rmse: 3.6461 [934] valid_0's rmse: 3.25067 valid_1's rmse: 3.64618 [935] valid_0's rmse: 3.25042 valid_1's rmse: 3.64614 [936] valid_0's rmse: 3.25021 valid_1's rmse: 3.64611 [937] valid_0's rmse: 3.24991 valid_1's rmse: 3.64604 [938] valid_0's rmse: 3.24978 valid_1's rmse: 3.64607 [939] valid_0's rmse: 3.24938 valid_1's rmse: 3.64601 [940] valid_0's rmse: 3.24919 valid_1's rmse: 3.64594 [941] valid_0's rmse: 3.24889 valid_1's rmse: 3.64603 [942] valid_0's rmse: 3.24845 valid_1's rmse: 3.64599 [943] valid_0's rmse: 3.24824 valid_1's rmse: 3.64601 [944] valid_0's rmse: 3.24784 valid_1's rmse: 3.64596 [945] valid_0's rmse: 3.24749 valid_1's rmse: 3.646 [946] valid_0's rmse: 3.24714 valid_1's rmse: 3.64599 [947] valid_0's rmse: 3.24685 valid_1's rmse: 3.64599 [948] valid_0's rmse: 3.24669 valid_1's rmse: 3.64596 [949] valid_0's rmse: 3.24644 valid_1's rmse: 3.646 [950] valid_0's rmse: 3.2463 valid_1's rmse: 3.64595 [951] valid_0's rmse: 3.24602 valid_1's rmse: 3.64589 [952] valid_0's rmse: 3.2458 valid_1's rmse: 3.64588 [953] valid_0's rmse: 3.24546 valid_1's rmse: 3.64583 [954] valid_0's rmse: 3.24523 valid_1's rmse: 3.64572 [955] valid_0's rmse: 3.24486 valid_1's rmse: 3.6457 [956] valid_0's rmse: 3.24443 valid_1's rmse: 3.64557 [957] valid_0's rmse: 3.24423 valid_1's rmse: 3.64551 [958] valid_0's rmse: 3.2441 valid_1's rmse: 3.64552 [959] valid_0's rmse: 3.24386 valid_1's rmse: 3.64549 [960] valid_0's rmse: 3.24369 valid_1's rmse: 3.64549 [961] valid_0's rmse: 3.24344 valid_1's rmse: 3.64545 [962] valid_0's rmse: 3.24309 valid_1's rmse: 3.64548 [963] valid_0's rmse: 3.2428 valid_1's rmse: 3.64545 [964] valid_0's rmse: 3.24241 valid_1's rmse: 3.64532 [965] valid_0's rmse: 3.24213 valid_1's rmse: 3.6455 [966] valid_0's rmse: 3.24186 valid_1's rmse: 3.6455 [967] valid_0's rmse: 3.24144 valid_1's rmse: 3.64548 [968] valid_0's rmse: 3.24116 valid_1's rmse: 3.64551 [969] valid_0's rmse: 3.24098 valid_1's rmse: 3.64546 [970] valid_0's rmse: 3.24065 valid_1's rmse: 3.64528 [971] valid_0's rmse: 3.24026 valid_1's rmse: 3.64521 [972] valid_0's rmse: 3.23991 valid_1's rmse: 3.64522 [973] valid_0's rmse: 3.2397 valid_1's rmse: 3.64506 [974] valid_0's rmse: 3.23945 valid_1's rmse: 3.64517 [975] valid_0's rmse: 3.23925 valid_1's rmse: 3.64517 [976] valid_0's rmse: 3.23909 valid_1's rmse: 3.64512 [977] valid_0's rmse: 3.23862 valid_1's rmse: 3.64546 [978] valid_0's rmse: 3.23812 valid_1's rmse: 3.64538 [979] valid_0's rmse: 3.2378 valid_1's rmse: 3.64533 [980] valid_0's rmse: 3.23761 valid_1's rmse: 3.64524 [981] valid_0's rmse: 3.23731 valid_1's rmse: 3.64501 [982] valid_0's rmse: 3.23708 valid_1's rmse: 3.64502 [983] valid_0's rmse: 3.23679 valid_1's rmse: 3.64503 [984] valid_0's rmse: 3.23657 valid_1's rmse: 3.64501 [985] valid_0's rmse: 3.23625 valid_1's rmse: 3.64511 [986] valid_0's rmse: 3.23603 valid_1's rmse: 3.64508 [987] valid_0's rmse: 3.23581 valid_1's rmse: 3.64514 [988] valid_0's rmse: 3.23543 valid_1's rmse: 3.64542 [989] valid_0's rmse: 3.2352 valid_1's rmse: 3.64528 [990] valid_0's rmse: 3.23496 valid_1's rmse: 3.64545 [991] valid_0's rmse: 3.23472 valid_1's rmse: 3.64552 [992] valid_0's rmse: 3.23443 valid_1's rmse: 3.64539 [993] valid_0's rmse: 3.23421 valid_1's rmse: 3.64525 [994] valid_0's rmse: 3.23393 valid_1's rmse: 3.64536 [995] valid_0's rmse: 3.23377 valid_1's rmse: 3.64531 [996] valid_0's rmse: 3.23352 valid_1's rmse: 3.64534 [997] valid_0's rmse: 3.23317 valid_1's rmse: 3.64496 [998] valid_0's rmse: 3.23302 valid_1's rmse: 3.64498 [999] valid_0's rmse: 3.23273 valid_1's rmse: 3.64489 [1000] valid_0's rmse: 3.23244 valid_1's rmse: 3.64493 [1001] valid_0's rmse: 3.23207 valid_1's rmse: 3.64497 [1002] valid_0's rmse: 3.23176 valid_1's rmse: 3.64533 [1003] valid_0's rmse: 3.2315 valid_1's rmse: 3.6454 [1004] valid_0's rmse: 3.23118 valid_1's rmse: 3.6453 [1005] valid_0's rmse: 3.23086 valid_1's rmse: 3.64509 [1006] valid_0's rmse: 3.23054 valid_1's rmse: 3.64507 [1007] valid_0's rmse: 3.23037 valid_1's rmse: 3.64504 [1008] valid_0's rmse: 3.23009 valid_1's rmse: 3.64495 [1009] valid_0's rmse: 3.22978 valid_1's rmse: 3.64513 [1010] valid_0's rmse: 3.2294 valid_1's rmse: 3.64524 [1011] valid_0's rmse: 3.22914 valid_1's rmse: 3.6452 [1012] valid_0's rmse: 3.22887 valid_1's rmse: 3.64528 [1013] valid_0's rmse: 3.22862 valid_1's rmse: 3.64522 [1014] valid_0's rmse: 3.22819 valid_1's rmse: 3.64514 [1015] valid_0's rmse: 3.22785 valid_1's rmse: 3.64514 [1016] valid_0's rmse: 3.22766 valid_1's rmse: 3.64513 [1017] valid_0's rmse: 3.22737 valid_1's rmse: 3.6452 [1018] valid_0's rmse: 3.22705 valid_1's rmse: 3.6451 [1019] valid_0's rmse: 3.22678 valid_1's rmse: 3.64504 Early stopping, best iteration is: [999] valid_0's rmse: 3.23273 valid_1's rmse: 3.64489 SCORE: 3.644885196444575 [1] valid_0's rmse: 8.96607 valid_1's rmse: 8.92525 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37626 valid_1's rmse: 8.3368 [3] valid_0's rmse: 7.84912 valid_1's rmse: 7.81103 [4] valid_0's rmse: 7.38281 valid_1's rmse: 7.34616 [5] valid_0's rmse: 6.98969 valid_1's rmse: 6.95456 [6] valid_0's rmse: 6.6439 valid_1's rmse: 6.60919 [7] valid_0's rmse: 6.36047 valid_1's rmse: 6.3275 [8] valid_0's rmse: 6.09845 valid_1's rmse: 6.06611 [9] valid_0's rmse: 5.85652 valid_1's rmse: 5.82504 [10] valid_0's rmse: 5.66202 valid_1's rmse: 5.63134 [11] valid_0's rmse: 5.49119 valid_1's rmse: 5.46142 [12] valid_0's rmse: 5.33546 valid_1's rmse: 5.30671 [13] valid_0's rmse: 5.21078 valid_1's rmse: 5.18286 [14] valid_0's rmse: 5.10022 valid_1's rmse: 5.0736 [15] valid_0's rmse: 4.98543 valid_1's rmse: 4.95877 [16] valid_0's rmse: 4.8785 valid_1's rmse: 4.85234 [17] valid_0's rmse: 4.78158 valid_1's rmse: 4.75593 [18] valid_0's rmse: 4.71874 valid_1's rmse: 4.69352 [19] valid_0's rmse: 4.66188 valid_1's rmse: 4.63736 [20] valid_0's rmse: 4.59907 valid_1's rmse: 4.57457 [21] valid_0's rmse: 4.55525 valid_1's rmse: 4.5319 [22] valid_0's rmse: 4.51723 valid_1's rmse: 4.49535 [23] valid_0's rmse: 4.48229 valid_1's rmse: 4.46112 [24] valid_0's rmse: 4.45234 valid_1's rmse: 4.43319 [25] valid_0's rmse: 4.40932 valid_1's rmse: 4.39022 [26] valid_0's rmse: 4.38603 valid_1's rmse: 4.36762 [27] valid_0's rmse: 4.34798 valid_1's rmse: 4.32977 [28] valid_0's rmse: 4.31198 valid_1's rmse: 4.29404 [29] valid_0's rmse: 4.28832 valid_1's rmse: 4.2708 [30] valid_0's rmse: 4.27222 valid_1's rmse: 4.25494 [31] valid_0's rmse: 4.25105 valid_1's rmse: 4.23433 [32] valid_0's rmse: 4.22859 valid_1's rmse: 4.21341 [33] valid_0's rmse: 4.21327 valid_1's rmse: 4.19841 [34] valid_0's rmse: 4.18911 valid_1's rmse: 4.17488 [35] valid_0's rmse: 4.16744 valid_1's rmse: 4.15371 [36] valid_0's rmse: 4.15908 valid_1's rmse: 4.14589 [37] valid_0's rmse: 4.14796 valid_1's rmse: 4.13668 [38] valid_0's rmse: 4.13745 valid_1's rmse: 4.12926 [39] valid_0's rmse: 4.12993 valid_1's rmse: 4.12352 [40] valid_0's rmse: 4.11726 valid_1's rmse: 4.11136 [41] valid_0's rmse: 4.10896 valid_1's rmse: 4.10369 [42] valid_0's rmse: 4.10273 valid_1's rmse: 4.09951 [43] valid_0's rmse: 4.09459 valid_1's rmse: 4.09245 [44] valid_0's rmse: 4.08329 valid_1's rmse: 4.08182 [45] valid_0's rmse: 4.07326 valid_1's rmse: 4.07275 [46] valid_0's rmse: 4.06746 valid_1's rmse: 4.06803 [47] valid_0's rmse: 4.06186 valid_1's rmse: 4.06315 [48] valid_0's rmse: 4.04794 valid_1's rmse: 4.04954 [49] valid_0's rmse: 4.04396 valid_1's rmse: 4.04663 [50] valid_0's rmse: 4.03601 valid_1's rmse: 4.03952 [51] valid_0's rmse: 4.02495 valid_1's rmse: 4.02863 [52] valid_0's rmse: 4.01616 valid_1's rmse: 4.02119 [53] valid_0's rmse: 4.01149 valid_1's rmse: 4.01758 [54] valid_0's rmse: 4.00397 valid_1's rmse: 4.01121 [55] valid_0's rmse: 3.99895 valid_1's rmse: 4.0072 [56] valid_0's rmse: 3.99402 valid_1's rmse: 4.00309 [57] valid_0's rmse: 3.97897 valid_1's rmse: 3.98846 [58] valid_0's rmse: 3.97354 valid_1's rmse: 3.98397 [59] valid_0's rmse: 3.96924 valid_1's rmse: 3.97967 [60] valid_0's rmse: 3.96453 valid_1's rmse: 3.97586 [61] valid_0's rmse: 3.96022 valid_1's rmse: 3.97254 [62] valid_0's rmse: 3.95685 valid_1's rmse: 3.97084 [63] valid_0's rmse: 3.94975 valid_1's rmse: 3.96401 [64] valid_0's rmse: 3.94083 valid_1's rmse: 3.95568 [65] valid_0's rmse: 3.93587 valid_1's rmse: 3.95261 [66] valid_0's rmse: 3.93194 valid_1's rmse: 3.94974 [67] valid_0's rmse: 3.92152 valid_1's rmse: 3.93964 [68] valid_0's rmse: 3.91745 valid_1's rmse: 3.93761 [69] valid_0's rmse: 3.9132 valid_1's rmse: 3.93457 [70] valid_0's rmse: 3.91021 valid_1's rmse: 3.93198 [71] valid_0's rmse: 3.89909 valid_1's rmse: 3.92103 [72] valid_0's rmse: 3.89345 valid_1's rmse: 3.91608 [73] valid_0's rmse: 3.88956 valid_1's rmse: 3.91328 [74] valid_0's rmse: 3.8865 valid_1's rmse: 3.91154 [75] valid_0's rmse: 3.88172 valid_1's rmse: 3.9078 [76] valid_0's rmse: 3.8785 valid_1's rmse: 3.90493 [77] valid_0's rmse: 3.87304 valid_1's 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3.3648 valid_1's rmse: 3.6665 [598] valid_0's rmse: 3.36451 valid_1's rmse: 3.66627 [599] valid_0's rmse: 3.36389 valid_1's rmse: 3.66629 [600] valid_0's rmse: 3.36339 valid_1's rmse: 3.66604 [601] valid_0's rmse: 3.36285 valid_1's rmse: 3.66584 [602] valid_0's rmse: 3.36249 valid_1's rmse: 3.66587 [603] valid_0's rmse: 3.362 valid_1's rmse: 3.66566 [604] valid_0's rmse: 3.3615 valid_1's rmse: 3.66613 [605] valid_0's rmse: 3.3608 valid_1's rmse: 3.66578 [606] valid_0's rmse: 3.36043 valid_1's rmse: 3.66556 [607] valid_0's rmse: 3.35961 valid_1's rmse: 3.66538 [608] valid_0's rmse: 3.35929 valid_1's rmse: 3.66532 [609] valid_0's rmse: 3.35904 valid_1's rmse: 3.66532 [610] valid_0's rmse: 3.3588 valid_1's rmse: 3.66529 [611] valid_0's rmse: 3.35834 valid_1's rmse: 3.66502 [612] valid_0's rmse: 3.35775 valid_1's rmse: 3.66483 [613] valid_0's rmse: 3.35741 valid_1's rmse: 3.66484 [614] valid_0's rmse: 3.35695 valid_1's rmse: 3.66466 [615] valid_0's rmse: 3.35654 valid_1's rmse: 3.66461 [616] valid_0's rmse: 3.35613 valid_1's rmse: 3.66452 [617] valid_0's rmse: 3.35566 valid_1's rmse: 3.66428 [618] valid_0's rmse: 3.35522 valid_1's rmse: 3.66423 [619] valid_0's rmse: 3.35464 valid_1's rmse: 3.66429 [620] valid_0's rmse: 3.35436 valid_1's rmse: 3.66418 [621] valid_0's rmse: 3.35371 valid_1's rmse: 3.66391 [622] valid_0's rmse: 3.35336 valid_1's rmse: 3.66384 [623] valid_0's rmse: 3.35309 valid_1's rmse: 3.66379 [624] valid_0's rmse: 3.35256 valid_1's rmse: 3.6638 [625] valid_0's rmse: 3.35218 valid_1's rmse: 3.6638 [626] valid_0's rmse: 3.35186 valid_1's rmse: 3.66378 [627] valid_0's rmse: 3.35146 valid_1's rmse: 3.66357 [628] valid_0's rmse: 3.35126 valid_1's rmse: 3.66351 [629] valid_0's rmse: 3.35085 valid_1's rmse: 3.66338 [630] valid_0's rmse: 3.35035 valid_1's rmse: 3.66329 [631] valid_0's rmse: 3.34982 valid_1's rmse: 3.66362 [632] valid_0's rmse: 3.34949 valid_1's rmse: 3.6635 [633] valid_0's rmse: 3.34892 valid_1's rmse: 3.66334 [634] valid_0's rmse: 3.3487 valid_1's rmse: 3.66333 [635] valid_0's rmse: 3.34778 valid_1's rmse: 3.66253 [636] valid_0's rmse: 3.34753 valid_1's rmse: 3.66252 [637] valid_0's rmse: 3.34707 valid_1's rmse: 3.66236 [638] valid_0's rmse: 3.34675 valid_1's rmse: 3.66243 [639] valid_0's rmse: 3.34622 valid_1's rmse: 3.66222 [640] valid_0's rmse: 3.34589 valid_1's rmse: 3.66226 [641] valid_0's rmse: 3.3454 valid_1's rmse: 3.66218 [642] valid_0's rmse: 3.34495 valid_1's rmse: 3.66207 [643] valid_0's rmse: 3.34464 valid_1's rmse: 3.66191 [644] valid_0's rmse: 3.34428 valid_1's rmse: 3.66198 [645] valid_0's rmse: 3.34397 valid_1's rmse: 3.66169 [646] valid_0's rmse: 3.34369 valid_1's rmse: 3.66156 [647] valid_0's rmse: 3.34338 valid_1's rmse: 3.66151 [648] valid_0's rmse: 3.34293 valid_1's rmse: 3.66128 [649] valid_0's rmse: 3.34257 valid_1's rmse: 3.66118 [650] valid_0's rmse: 3.34218 valid_1's rmse: 3.66116 [651] valid_0's rmse: 3.34172 valid_1's rmse: 3.66115 [652] valid_0's rmse: 3.34138 valid_1's rmse: 3.66104 [653] valid_0's rmse: 3.34114 valid_1's rmse: 3.66097 [654] valid_0's rmse: 3.34073 valid_1's rmse: 3.66065 [655] valid_0's rmse: 3.34039 valid_1's rmse: 3.66087 [656] valid_0's rmse: 3.34011 valid_1's rmse: 3.66081 [657] valid_0's rmse: 3.33933 valid_1's rmse: 3.66049 [658] valid_0's rmse: 3.33884 valid_1's rmse: 3.66051 [659] valid_0's rmse: 3.33838 valid_1's rmse: 3.66055 [660] valid_0's rmse: 3.33797 valid_1's rmse: 3.66032 [661] valid_0's rmse: 3.33757 valid_1's rmse: 3.66023 [662] valid_0's rmse: 3.33722 valid_1's rmse: 3.66028 [663] valid_0's rmse: 3.3367 valid_1's rmse: 3.66015 [664] valid_0's rmse: 3.33619 valid_1's rmse: 3.66027 [665] valid_0's rmse: 3.33598 valid_1's rmse: 3.66028 [666] valid_0's rmse: 3.33587 valid_1's rmse: 3.66027 [667] valid_0's rmse: 3.33537 valid_1's rmse: 3.66015 [668] valid_0's rmse: 3.33506 valid_1's rmse: 3.66002 [669] valid_0's rmse: 3.33463 valid_1's rmse: 3.65997 [670] valid_0's rmse: 3.3343 valid_1's rmse: 3.65996 [671] valid_0's rmse: 3.33366 valid_1's rmse: 3.66009 [672] valid_0's rmse: 3.3333 valid_1's rmse: 3.66013 [673] valid_0's rmse: 3.33317 valid_1's rmse: 3.66012 [674] valid_0's rmse: 3.33295 valid_1's rmse: 3.6601 [675] valid_0's rmse: 3.33263 valid_1's rmse: 3.66001 [676] valid_0's rmse: 3.33228 valid_1's rmse: 3.66019 [677] valid_0's rmse: 3.33208 valid_1's rmse: 3.66022 [678] valid_0's rmse: 3.33167 valid_1's rmse: 3.66026 [679] valid_0's rmse: 3.33146 valid_1's rmse: 3.66019 [680] valid_0's rmse: 3.33108 valid_1's rmse: 3.66009 [681] valid_0's rmse: 3.33058 valid_1's rmse: 3.65979 [682] valid_0's rmse: 3.33033 valid_1's rmse: 3.65984 [683] valid_0's rmse: 3.33007 valid_1's rmse: 3.6599 [684] valid_0's rmse: 3.32954 valid_1's rmse: 3.65971 [685] valid_0's rmse: 3.32917 valid_1's rmse: 3.65975 [686] valid_0's rmse: 3.32841 valid_1's rmse: 3.65961 [687] valid_0's rmse: 3.32811 valid_1's rmse: 3.65948 [688] valid_0's rmse: 3.32795 valid_1's rmse: 3.65949 [689] valid_0's rmse: 3.32768 valid_1's rmse: 3.65949 [690] valid_0's rmse: 3.32749 valid_1's rmse: 3.65955 [691] valid_0's rmse: 3.32708 valid_1's rmse: 3.65938 [692] valid_0's rmse: 3.32681 valid_1's rmse: 3.65934 [693] valid_0's rmse: 3.3264 valid_1's rmse: 3.65939 [694] valid_0's rmse: 3.32607 valid_1's rmse: 3.65953 [695] valid_0's rmse: 3.32573 valid_1's rmse: 3.65936 [696] valid_0's rmse: 3.32522 valid_1's rmse: 3.65917 [697] valid_0's rmse: 3.325 valid_1's rmse: 3.65914 [698] valid_0's rmse: 3.32454 valid_1's rmse: 3.65895 [699] valid_0's rmse: 3.32425 valid_1's rmse: 3.65878 [700] valid_0's rmse: 3.32379 valid_1's rmse: 3.65863 [701] valid_0's rmse: 3.32356 valid_1's rmse: 3.65861 [702] valid_0's rmse: 3.32334 valid_1's rmse: 3.65855 [703] valid_0's rmse: 3.32295 valid_1's rmse: 3.65886 [704] valid_0's rmse: 3.32264 valid_1's rmse: 3.65886 [705] valid_0's rmse: 3.3225 valid_1's rmse: 3.65883 [706] valid_0's rmse: 3.32215 valid_1's rmse: 3.65883 [707] valid_0's rmse: 3.3219 valid_1's rmse: 3.65879 [708] valid_0's rmse: 3.32153 valid_1's rmse: 3.65877 [709] valid_0's rmse: 3.32111 valid_1's rmse: 3.6587 [710] valid_0's rmse: 3.32093 valid_1's rmse: 3.65865 [711] valid_0's rmse: 3.32058 valid_1's rmse: 3.65849 [712] valid_0's rmse: 3.32033 valid_1's rmse: 3.65842 [713] valid_0's rmse: 3.32004 valid_1's rmse: 3.65828 [714] valid_0's rmse: 3.31966 valid_1's rmse: 3.65831 [715] valid_0's rmse: 3.31902 valid_1's rmse: 3.658 [716] valid_0's rmse: 3.31883 valid_1's rmse: 3.65816 [717] valid_0's rmse: 3.31837 valid_1's rmse: 3.6579 [718] valid_0's rmse: 3.31802 valid_1's rmse: 3.65801 [719] valid_0's rmse: 3.31784 valid_1's rmse: 3.65803 [720] valid_0's rmse: 3.31763 valid_1's rmse: 3.65804 [721] valid_0's rmse: 3.31734 valid_1's rmse: 3.65813 [722] valid_0's rmse: 3.31695 valid_1's rmse: 3.6581 [723] valid_0's rmse: 3.31651 valid_1's rmse: 3.65815 [724] valid_0's rmse: 3.31612 valid_1's rmse: 3.65825 [725] valid_0's rmse: 3.3156 valid_1's rmse: 3.65793 [726] valid_0's rmse: 3.31531 valid_1's rmse: 3.65795 [727] valid_0's rmse: 3.31488 valid_1's rmse: 3.65784 [728] valid_0's rmse: 3.31438 valid_1's rmse: 3.65816 [729] valid_0's rmse: 3.31404 valid_1's rmse: 3.65805 [730] valid_0's rmse: 3.31363 valid_1's rmse: 3.65797 [731] valid_0's rmse: 3.31332 valid_1's rmse: 3.65801 [732] valid_0's rmse: 3.31292 valid_1's rmse: 3.65812 [733] valid_0's rmse: 3.31253 valid_1's rmse: 3.65796 [734] valid_0's rmse: 3.31195 valid_1's rmse: 3.65795 [735] valid_0's rmse: 3.31166 valid_1's rmse: 3.65785 [736] valid_0's rmse: 3.31144 valid_1's rmse: 3.65781 [737] valid_0's rmse: 3.31109 valid_1's rmse: 3.65771 [738] valid_0's rmse: 3.31069 valid_1's rmse: 3.6575 [739] valid_0's rmse: 3.31037 valid_1's rmse: 3.65743 [740] valid_0's rmse: 3.31006 valid_1's rmse: 3.65729 [741] valid_0's rmse: 3.30958 valid_1's rmse: 3.65712 [742] valid_0's rmse: 3.30903 valid_1's rmse: 3.65688 [743] valid_0's rmse: 3.30843 valid_1's rmse: 3.6566 [744] valid_0's rmse: 3.30807 valid_1's rmse: 3.65642 [745] valid_0's rmse: 3.30782 valid_1's rmse: 3.65656 [746] valid_0's rmse: 3.30748 valid_1's rmse: 3.6566 [747] valid_0's rmse: 3.30719 valid_1's rmse: 3.65678 [748] valid_0's rmse: 3.30641 valid_1's rmse: 3.65618 [749] valid_0's rmse: 3.30607 valid_1's rmse: 3.65638 [750] valid_0's rmse: 3.30562 valid_1's rmse: 3.65612 [751] valid_0's rmse: 3.30541 valid_1's rmse: 3.65606 [752] valid_0's rmse: 3.30491 valid_1's rmse: 3.65586 [753] valid_0's rmse: 3.30415 valid_1's rmse: 3.65559 [754] valid_0's rmse: 3.30385 valid_1's rmse: 3.65565 [755] valid_0's rmse: 3.30361 valid_1's rmse: 3.65567 [756] valid_0's rmse: 3.30305 valid_1's rmse: 3.65551 [757] valid_0's rmse: 3.30258 valid_1's rmse: 3.65518 [758] valid_0's rmse: 3.30242 valid_1's rmse: 3.65521 [759] valid_0's rmse: 3.30209 valid_1's rmse: 3.65504 [760] valid_0's rmse: 3.3017 valid_1's rmse: 3.65503 [761] valid_0's rmse: 3.30123 valid_1's rmse: 3.65466 [762] valid_0's rmse: 3.30083 valid_1's rmse: 3.65443 [763] valid_0's rmse: 3.30038 valid_1's rmse: 3.65426 [764] valid_0's rmse: 3.3002 valid_1's rmse: 3.65422 [765] valid_0's rmse: 3.2995 valid_1's rmse: 3.65399 [766] valid_0's rmse: 3.29923 valid_1's rmse: 3.65393 [767] valid_0's rmse: 3.29884 valid_1's rmse: 3.65375 [768] valid_0's rmse: 3.29866 valid_1's rmse: 3.65378 [769] valid_0's rmse: 3.29821 valid_1's rmse: 3.65378 [770] valid_0's rmse: 3.29783 valid_1's rmse: 3.65382 [771] valid_0's rmse: 3.2976 valid_1's rmse: 3.65378 [772] valid_0's rmse: 3.29722 valid_1's rmse: 3.65372 [773] valid_0's rmse: 3.29674 valid_1's rmse: 3.65371 [774] valid_0's rmse: 3.29654 valid_1's rmse: 3.65369 [775] valid_0's rmse: 3.29642 valid_1's rmse: 3.65366 [776] valid_0's rmse: 3.29589 valid_1's rmse: 3.65343 [777] valid_0's rmse: 3.29549 valid_1's rmse: 3.65319 [778] valid_0's rmse: 3.29521 valid_1's rmse: 3.65342 [779] valid_0's rmse: 3.29491 valid_1's rmse: 3.65343 [780] valid_0's rmse: 3.29453 valid_1's rmse: 3.65329 [781] valid_0's rmse: 3.29409 valid_1's rmse: 3.65305 [782] valid_0's rmse: 3.29369 valid_1's rmse: 3.65303 [783] valid_0's rmse: 3.29332 valid_1's rmse: 3.65277 [784] valid_0's rmse: 3.29306 valid_1's rmse: 3.65277 [785] valid_0's rmse: 3.29275 valid_1's rmse: 3.6527 [786] valid_0's rmse: 3.2924 valid_1's rmse: 3.65271 [787] valid_0's rmse: 3.29218 valid_1's rmse: 3.65262 [788] valid_0's rmse: 3.29184 valid_1's rmse: 3.65247 [789] valid_0's rmse: 3.29146 valid_1's rmse: 3.65247 [790] valid_0's rmse: 3.29113 valid_1's rmse: 3.65256 [791] valid_0's rmse: 3.29093 valid_1's rmse: 3.65252 [792] valid_0's rmse: 3.29062 valid_1's rmse: 3.65256 [793] valid_0's rmse: 3.29028 valid_1's rmse: 3.65254 [794] valid_0's rmse: 3.28995 valid_1's rmse: 3.65254 [795] valid_0's rmse: 3.28933 valid_1's rmse: 3.65241 [796] valid_0's rmse: 3.28914 valid_1's rmse: 3.65233 [797] valid_0's rmse: 3.28867 valid_1's rmse: 3.65213 [798] valid_0's rmse: 3.28841 valid_1's rmse: 3.65219 [799] valid_0's rmse: 3.28782 valid_1's rmse: 3.65214 [800] valid_0's rmse: 3.28761 valid_1's rmse: 3.65205 [801] valid_0's rmse: 3.28725 valid_1's rmse: 3.65226 [802] valid_0's rmse: 3.28688 valid_1's rmse: 3.65223 [803] valid_0's rmse: 3.28657 valid_1's rmse: 3.65262 [804] valid_0's rmse: 3.28631 valid_1's rmse: 3.65277 [805] valid_0's rmse: 3.28589 valid_1's rmse: 3.65254 [806] valid_0's rmse: 3.28565 valid_1's rmse: 3.65244 [807] valid_0's rmse: 3.28546 valid_1's rmse: 3.6524 [808] valid_0's rmse: 3.28518 valid_1's rmse: 3.65245 [809] valid_0's rmse: 3.28499 valid_1's rmse: 3.6525 [810] valid_0's rmse: 3.28482 valid_1's rmse: 3.65249 [811] valid_0's rmse: 3.28446 valid_1's rmse: 3.65219 [812] valid_0's rmse: 3.28423 valid_1's rmse: 3.65217 [813] valid_0's rmse: 3.28393 valid_1's rmse: 3.65203 [814] valid_0's rmse: 3.2835 valid_1's rmse: 3.65184 [815] valid_0's rmse: 3.28322 valid_1's rmse: 3.65184 [816] valid_0's rmse: 3.28303 valid_1's rmse: 3.65184 [817] valid_0's rmse: 3.28283 valid_1's rmse: 3.65178 [818] valid_0's rmse: 3.28251 valid_1's rmse: 3.65163 [819] valid_0's rmse: 3.28232 valid_1's rmse: 3.65168 [820] valid_0's rmse: 3.28198 valid_1's rmse: 3.65159 [821] valid_0's rmse: 3.28149 valid_1's rmse: 3.65157 [822] valid_0's rmse: 3.28091 valid_1's rmse: 3.6517 [823] valid_0's rmse: 3.28069 valid_1's rmse: 3.65164 [824] valid_0's rmse: 3.28025 valid_1's rmse: 3.65161 [825] valid_0's rmse: 3.27983 valid_1's rmse: 3.65187 [826] valid_0's rmse: 3.27953 valid_1's rmse: 3.65188 [827] valid_0's rmse: 3.2793 valid_1's rmse: 3.65172 [828] valid_0's rmse: 3.27891 valid_1's rmse: 3.65203 [829] valid_0's rmse: 3.27849 valid_1's rmse: 3.65187 [830] valid_0's rmse: 3.27823 valid_1's rmse: 3.65177 [831] valid_0's rmse: 3.27789 valid_1's rmse: 3.65149 [832] valid_0's rmse: 3.27772 valid_1's rmse: 3.65149 [833] valid_0's rmse: 3.27722 valid_1's rmse: 3.65117 [834] valid_0's rmse: 3.27698 valid_1's rmse: 3.65103 [835] valid_0's rmse: 3.27665 valid_1's rmse: 3.65106 [836] valid_0's rmse: 3.27589 valid_1's rmse: 3.65057 [837] valid_0's rmse: 3.27559 valid_1's rmse: 3.6505 [838] valid_0's rmse: 3.27521 valid_1's rmse: 3.65034 [839] valid_0's rmse: 3.27488 valid_1's rmse: 3.65033 [840] valid_0's rmse: 3.27463 valid_1's rmse: 3.6504 [841] valid_0's rmse: 3.27441 valid_1's rmse: 3.65043 [842] valid_0's rmse: 3.2742 valid_1's rmse: 3.65045 [843] valid_0's rmse: 3.27392 valid_1's rmse: 3.65047 [844] valid_0's rmse: 3.27361 valid_1's rmse: 3.65048 [845] valid_0's rmse: 3.27345 valid_1's rmse: 3.65056 [846] valid_0's rmse: 3.27298 valid_1's rmse: 3.65055 [847] valid_0's rmse: 3.27257 valid_1's rmse: 3.65045 [848] valid_0's rmse: 3.27238 valid_1's rmse: 3.65052 [849] valid_0's rmse: 3.27225 valid_1's rmse: 3.65051 [850] valid_0's rmse: 3.27174 valid_1's rmse: 3.65051 [851] valid_0's rmse: 3.27144 valid_1's rmse: 3.65052 [852] valid_0's rmse: 3.27118 valid_1's rmse: 3.65043 [853] valid_0's rmse: 3.27088 valid_1's rmse: 3.65038 [854] valid_0's rmse: 3.27061 valid_1's rmse: 3.65051 [855] valid_0's rmse: 3.27033 valid_1's rmse: 3.65045 [856] valid_0's rmse: 3.26998 valid_1's rmse: 3.65064 [857] valid_0's rmse: 3.26965 valid_1's rmse: 3.65066 [858] valid_0's rmse: 3.26928 valid_1's rmse: 3.65052 [859] valid_0's rmse: 3.26896 valid_1's rmse: 3.65047 Early stopping, best iteration is: [839] valid_0's rmse: 3.27488 valid_1's rmse: 3.65033 SCORE: 3.6503324879782353 [1] valid_0's rmse: 8.96589 valid_1's rmse: 8.92506 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38 valid_1's rmse: 8.34058 [3] valid_0's rmse: 7.84983 valid_1's rmse: 7.81178 [4] valid_0's rmse: 7.38224 valid_1's rmse: 7.34554 [5] valid_0's rmse: 6.99075 valid_1's rmse: 6.95557 [6] valid_0's rmse: 6.64929 valid_1's rmse: 6.61562 [7] valid_0's rmse: 6.36527 valid_1's rmse: 6.33342 [8] valid_0's rmse: 6.108 valid_1's rmse: 6.07698 [9] valid_0's rmse: 5.87015 valid_1's rmse: 5.83955 [10] valid_0's rmse: 5.66466 valid_1's rmse: 5.63511 [11] valid_0's rmse: 5.50049 valid_1's rmse: 5.47164 [12] valid_0's rmse: 5.34175 valid_1's rmse: 5.31339 [13] valid_0's rmse: 5.215 valid_1's rmse: 5.18757 [14] valid_0's rmse: 5.09853 valid_1's rmse: 5.07211 [15] valid_0's rmse: 4.98976 valid_1's rmse: 4.96315 [16] valid_0's rmse: 4.88434 valid_1's rmse: 4.85876 [17] valid_0's rmse: 4.78295 valid_1's rmse: 4.75775 [18] valid_0's rmse: 4.72029 valid_1's rmse: 4.69535 [19] valid_0's rmse: 4.63878 valid_1's rmse: 4.61449 [20] valid_0's rmse: 4.58008 valid_1's rmse: 4.55639 [21] valid_0's rmse: 4.53476 valid_1's rmse: 4.51232 [22] valid_0's rmse: 4.49835 valid_1's rmse: 4.4778 [23] valid_0's rmse: 4.46424 valid_1's rmse: 4.44493 [24] valid_0's rmse: 4.43365 valid_1's rmse: 4.415 [25] valid_0's rmse: 4.39785 valid_1's rmse: 4.3799 [26] valid_0's rmse: 4.36683 valid_1's rmse: 4.34969 [27] valid_0's rmse: 4.33432 valid_1's rmse: 4.31766 [28] valid_0's rmse: 4.29975 valid_1's rmse: 4.28367 [29] valid_0's rmse: 4.28393 valid_1's rmse: 4.26842 [30] valid_0's rmse: 4.26646 valid_1's rmse: 4.25154 [31] valid_0's rmse: 4.24426 valid_1's rmse: 4.23088 [32] valid_0's rmse: 4.21831 valid_1's rmse: 4.20516 [33] valid_0's rmse: 4.20343 valid_1's rmse: 4.19039 [34] valid_0's rmse: 4.18282 valid_1's rmse: 4.17047 [35] valid_0's rmse: 4.16122 valid_1's rmse: 4.14954 [36] valid_0's rmse: 4.15212 valid_1's rmse: 4.14097 [37] valid_0's rmse: 4.13582 valid_1's rmse: 4.12533 [38] valid_0's rmse: 4.12405 valid_1's rmse: 4.11495 [39] valid_0's rmse: 4.11556 valid_1's rmse: 4.10867 [40] valid_0's rmse: 4.10445 valid_1's rmse: 4.09782 [41] valid_0's rmse: 4.09796 valid_1's rmse: 4.09171 [42] valid_0's rmse: 4.08194 valid_1's rmse: 4.07611 [43] valid_0's rmse: 4.07485 valid_1's rmse: 4.07017 [44] valid_0's rmse: 4.06422 valid_1's rmse: 4.05981 [45] valid_0's rmse: 4.05642 valid_1's rmse: 4.05317 [46] valid_0's rmse: 4.05191 valid_1's rmse: 4.04896 [47] valid_0's rmse: 4.04595 valid_1's rmse: 4.04474 [48] valid_0's rmse: 4.03508 valid_1's rmse: 4.03408 [49] valid_0's rmse: 4.03182 valid_1's rmse: 4.03181 [50] valid_0's rmse: 4.02385 valid_1's rmse: 4.02547 [51] valid_0's rmse: 4.01578 valid_1's rmse: 4.01765 [52] valid_0's rmse: 4.008 valid_1's rmse: 4.00994 [53] valid_0's rmse: 4.00316 valid_1's rmse: 4.00656 [54] valid_0's rmse: 3.99294 valid_1's rmse: 3.99666 [55] valid_0's rmse: 3.98508 valid_1's rmse: 3.98837 [56] valid_0's rmse: 3.97871 valid_1's rmse: 3.98297 [57] valid_0's rmse: 3.97252 valid_1's rmse: 3.97711 [58] valid_0's rmse: 3.96791 valid_1's rmse: 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[134] valid_0's rmse: 3.7171 valid_1's rmse: 3.77853 [135] valid_0's rmse: 3.71538 valid_1's rmse: 3.77764 [136] valid_0's rmse: 3.71273 valid_1's rmse: 3.77585 [137] valid_0's rmse: 3.71038 valid_1's rmse: 3.77513 [138] valid_0's rmse: 3.70882 valid_1's rmse: 3.77433 [139] valid_0's rmse: 3.70699 valid_1's rmse: 3.77317 [140] valid_0's rmse: 3.7053 valid_1's rmse: 3.77316 [141] valid_0's rmse: 3.70304 valid_1's rmse: 3.77125 [142] valid_0's rmse: 3.70085 valid_1's rmse: 3.76931 [143] valid_0's rmse: 3.69905 valid_1's rmse: 3.76813 [144] valid_0's rmse: 3.69765 valid_1's rmse: 3.76754 [145] valid_0's rmse: 3.69516 valid_1's rmse: 3.76477 [146] valid_0's rmse: 3.69307 valid_1's rmse: 3.76377 [147] valid_0's rmse: 3.69126 valid_1's rmse: 3.76229 [148] valid_0's rmse: 3.68885 valid_1's rmse: 3.76074 [149] valid_0's rmse: 3.68746 valid_1's rmse: 3.76052 [150] valid_0's rmse: 3.68582 valid_1's rmse: 3.759 [151] valid_0's rmse: 3.68362 valid_1's rmse: 3.75718 [152] valid_0's rmse: 3.68182 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[412] valid_0's rmse: 3.45238 valid_1's rmse: 3.6746 [413] valid_0's rmse: 3.45195 valid_1's rmse: 3.67444 [414] valid_0's rmse: 3.45137 valid_1's rmse: 3.67431 [415] valid_0's rmse: 3.45087 valid_1's rmse: 3.67423 [416] valid_0's rmse: 3.45057 valid_1's rmse: 3.67417 [417] valid_0's rmse: 3.44995 valid_1's rmse: 3.67405 [418] valid_0's rmse: 3.44939 valid_1's rmse: 3.67387 [419] valid_0's rmse: 3.44843 valid_1's rmse: 3.67333 [420] valid_0's rmse: 3.44776 valid_1's rmse: 3.67283 [421] valid_0's rmse: 3.44742 valid_1's rmse: 3.67272 [422] valid_0's rmse: 3.44721 valid_1's rmse: 3.6726 [423] valid_0's rmse: 3.44668 valid_1's rmse: 3.67288 [424] valid_0's rmse: 3.4462 valid_1's rmse: 3.67289 [425] valid_0's rmse: 3.44601 valid_1's rmse: 3.67282 [426] valid_0's rmse: 3.44568 valid_1's rmse: 3.67266 [427] valid_0's rmse: 3.44524 valid_1's rmse: 3.67247 [428] valid_0's rmse: 3.44506 valid_1's rmse: 3.67246 [429] valid_0's rmse: 3.44474 valid_1's rmse: 3.67252 [430] valid_0's rmse: 3.44428 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rmse: 3.65841 [579] valid_0's rmse: 3.37564 valid_1's rmse: 3.65832 [580] valid_0's rmse: 3.37519 valid_1's rmse: 3.6582 [581] valid_0's rmse: 3.37472 valid_1's rmse: 3.65798 [582] valid_0's rmse: 3.37386 valid_1's rmse: 3.65741 [583] valid_0's rmse: 3.37328 valid_1's rmse: 3.65708 [584] valid_0's rmse: 3.37295 valid_1's rmse: 3.65693 [585] valid_0's rmse: 3.37258 valid_1's rmse: 3.65687 [586] valid_0's rmse: 3.37192 valid_1's rmse: 3.65644 [587] valid_0's rmse: 3.37161 valid_1's rmse: 3.65634 [588] valid_0's rmse: 3.37106 valid_1's rmse: 3.65651 [589] valid_0's rmse: 3.37062 valid_1's rmse: 3.65657 [590] valid_0's rmse: 3.37024 valid_1's rmse: 3.65633 [591] valid_0's rmse: 3.36984 valid_1's rmse: 3.65615 [592] valid_0's rmse: 3.36945 valid_1's rmse: 3.65612 [593] valid_0's rmse: 3.36915 valid_1's rmse: 3.65601 [594] valid_0's rmse: 3.36856 valid_1's rmse: 3.65559 [595] valid_0's rmse: 3.3681 valid_1's rmse: 3.65546 [596] valid_0's rmse: 3.36789 valid_1's rmse: 3.65545 [597] valid_0's rmse: 3.36755 valid_1's rmse: 3.65533 [598] valid_0's rmse: 3.36723 valid_1's rmse: 3.65523 [599] valid_0's rmse: 3.3668 valid_1's rmse: 3.65499 [600] valid_0's rmse: 3.36635 valid_1's rmse: 3.65496 [601] valid_0's rmse: 3.36573 valid_1's rmse: 3.65491 [602] valid_0's rmse: 3.36524 valid_1's rmse: 3.65474 [603] valid_0's rmse: 3.36481 valid_1's rmse: 3.65449 [604] valid_0's rmse: 3.36438 valid_1's rmse: 3.65457 [605] valid_0's rmse: 3.36384 valid_1's rmse: 3.65458 [606] valid_0's rmse: 3.36341 valid_1's rmse: 3.65432 [607] valid_0's rmse: 3.36271 valid_1's rmse: 3.65437 [608] valid_0's rmse: 3.36212 valid_1's rmse: 3.6547 [609] valid_0's rmse: 3.36177 valid_1's rmse: 3.65454 [610] valid_0's rmse: 3.36147 valid_1's rmse: 3.6545 [611] valid_0's rmse: 3.36114 valid_1's rmse: 3.65445 [612] valid_0's rmse: 3.36082 valid_1's rmse: 3.65432 [613] valid_0's rmse: 3.36028 valid_1's rmse: 3.65453 [614] valid_0's rmse: 3.35977 valid_1's rmse: 3.6547 [615] valid_0's rmse: 3.35943 valid_1's rmse: 3.65466 [616] valid_0's rmse: 3.35916 valid_1's rmse: 3.6546 [617] valid_0's rmse: 3.35865 valid_1's rmse: 3.65448 [618] valid_0's rmse: 3.35831 valid_1's rmse: 3.65438 [619] valid_0's rmse: 3.35774 valid_1's rmse: 3.65427 [620] valid_0's rmse: 3.35747 valid_1's rmse: 3.65412 [621] valid_0's rmse: 3.35708 valid_1's rmse: 3.65457 [622] valid_0's rmse: 3.35666 valid_1's rmse: 3.65442 [623] valid_0's rmse: 3.35639 valid_1's rmse: 3.65441 [624] valid_0's rmse: 3.35603 valid_1's rmse: 3.65422 [625] valid_0's rmse: 3.35557 valid_1's rmse: 3.65415 [626] valid_0's rmse: 3.35508 valid_1's rmse: 3.65402 [627] valid_0's rmse: 3.35478 valid_1's rmse: 3.65426 [628] valid_0's rmse: 3.35438 valid_1's rmse: 3.65436 [629] valid_0's rmse: 3.35394 valid_1's rmse: 3.65416 [630] valid_0's rmse: 3.35373 valid_1's rmse: 3.65409 [631] valid_0's rmse: 3.35327 valid_1's rmse: 3.65395 [632] valid_0's rmse: 3.35289 valid_1's rmse: 3.6538 [633] valid_0's rmse: 3.35261 valid_1's rmse: 3.65373 [634] valid_0's rmse: 3.35228 valid_1's rmse: 3.6538 [635] valid_0's rmse: 3.35179 valid_1's rmse: 3.65398 [636] valid_0's rmse: 3.35145 valid_1's rmse: 3.65398 [637] valid_0's rmse: 3.35104 valid_1's rmse: 3.65421 [638] valid_0's rmse: 3.3509 valid_1's rmse: 3.6542 [639] valid_0's rmse: 3.35055 valid_1's rmse: 3.65405 [640] valid_0's rmse: 3.35015 valid_1's rmse: 3.65403 [641] valid_0's rmse: 3.34976 valid_1's rmse: 3.65402 [642] valid_0's rmse: 3.34944 valid_1's rmse: 3.65389 [643] valid_0's rmse: 3.349 valid_1's rmse: 3.65366 [644] valid_0's rmse: 3.34875 valid_1's rmse: 3.6536 [645] valid_0's rmse: 3.3484 valid_1's rmse: 3.65359 [646] valid_0's rmse: 3.34813 valid_1's rmse: 3.65353 [647] valid_0's rmse: 3.34777 valid_1's rmse: 3.65337 [648] valid_0's rmse: 3.34715 valid_1's rmse: 3.65341 [649] valid_0's rmse: 3.34687 valid_1's rmse: 3.65329 [650] valid_0's rmse: 3.34642 valid_1's rmse: 3.65323 [651] valid_0's rmse: 3.34601 valid_1's rmse: 3.65317 [652] valid_0's rmse: 3.34571 valid_1's rmse: 3.65306 [653] valid_0's rmse: 3.34535 valid_1's rmse: 3.65289 [654] valid_0's rmse: 3.345 valid_1's rmse: 3.65279 [655] valid_0's rmse: 3.3444 valid_1's rmse: 3.6524 [656] valid_0's rmse: 3.34413 valid_1's rmse: 3.65239 [657] valid_0's rmse: 3.34348 valid_1's rmse: 3.65206 [658] valid_0's rmse: 3.34323 valid_1's rmse: 3.65195 [659] valid_0's rmse: 3.34266 valid_1's rmse: 3.65194 [660] valid_0's rmse: 3.34224 valid_1's rmse: 3.65187 [661] valid_0's rmse: 3.3419 valid_1's rmse: 3.6521 [662] valid_0's rmse: 3.34155 valid_1's rmse: 3.65213 [663] valid_0's rmse: 3.34117 valid_1's rmse: 3.6519 [664] valid_0's rmse: 3.34082 valid_1's rmse: 3.65182 [665] valid_0's rmse: 3.34047 valid_1's rmse: 3.65172 [666] valid_0's rmse: 3.34035 valid_1's rmse: 3.65172 [667] valid_0's rmse: 3.3398 valid_1's rmse: 3.65194 [668] valid_0's rmse: 3.3395 valid_1's rmse: 3.65188 [669] valid_0's rmse: 3.33888 valid_1's rmse: 3.65161 [670] valid_0's rmse: 3.33836 valid_1's rmse: 3.65152 [671] valid_0's rmse: 3.33796 valid_1's rmse: 3.65154 [672] valid_0's rmse: 3.33753 valid_1's rmse: 3.65172 [673] valid_0's rmse: 3.3373 valid_1's rmse: 3.6517 [674] valid_0's rmse: 3.3369 valid_1's rmse: 3.65157 [675] valid_0's rmse: 3.33643 valid_1's rmse: 3.6513 [676] valid_0's rmse: 3.33621 valid_1's rmse: 3.65122 [677] valid_0's rmse: 3.33581 valid_1's rmse: 3.65136 [678] valid_0's rmse: 3.33564 valid_1's rmse: 3.65135 [679] valid_0's rmse: 3.33524 valid_1's rmse: 3.65132 [680] valid_0's rmse: 3.33482 valid_1's rmse: 3.65132 [681] valid_0's rmse: 3.3345 valid_1's rmse: 3.65135 [682] valid_0's rmse: 3.33422 valid_1's rmse: 3.65131 [683] valid_0's rmse: 3.33397 valid_1's rmse: 3.65122 [684] valid_0's rmse: 3.33364 valid_1's rmse: 3.65113 [685] valid_0's rmse: 3.33331 valid_1's rmse: 3.65108 [686] valid_0's rmse: 3.33298 valid_1's rmse: 3.65105 [687] valid_0's rmse: 3.33283 valid_1's rmse: 3.65104 [688] valid_0's rmse: 3.33251 valid_1's rmse: 3.651 [689] valid_0's rmse: 3.33214 valid_1's rmse: 3.65119 [690] valid_0's rmse: 3.33197 valid_1's rmse: 3.65108 [691] valid_0's rmse: 3.33145 valid_1's rmse: 3.65071 [692] valid_0's rmse: 3.33111 valid_1's rmse: 3.65065 [693] valid_0's rmse: 3.33095 valid_1's rmse: 3.6506 [694] valid_0's rmse: 3.33077 valid_1's rmse: 3.65057 [695] valid_0's rmse: 3.33034 valid_1's rmse: 3.65057 [696] valid_0's rmse: 3.32973 valid_1's rmse: 3.6504 [697] valid_0's rmse: 3.32943 valid_1's rmse: 3.65044 [698] valid_0's rmse: 3.32917 valid_1's rmse: 3.65027 [699] valid_0's rmse: 3.32888 valid_1's rmse: 3.65012 [700] valid_0's rmse: 3.32859 valid_1's rmse: 3.64997 [701] valid_0's rmse: 3.32836 valid_1's rmse: 3.64995 [702] valid_0's rmse: 3.32779 valid_1's rmse: 3.6501 [703] valid_0's rmse: 3.32748 valid_1's rmse: 3.65032 [704] valid_0's rmse: 3.32699 valid_1's rmse: 3.65014 [705] valid_0's rmse: 3.32674 valid_1's rmse: 3.64993 [706] valid_0's rmse: 3.3264 valid_1's rmse: 3.64979 [707] valid_0's rmse: 3.32604 valid_1's rmse: 3.64969 [708] valid_0's rmse: 3.32565 valid_1's rmse: 3.64956 [709] valid_0's rmse: 3.32518 valid_1's rmse: 3.64945 [710] valid_0's rmse: 3.32489 valid_1's rmse: 3.64943 [711] valid_0's rmse: 3.3245 valid_1's rmse: 3.64951 [712] valid_0's rmse: 3.3243 valid_1's rmse: 3.64947 [713] valid_0's rmse: 3.32383 valid_1's rmse: 3.64924 [714] valid_0's rmse: 3.32345 valid_1's rmse: 3.6491 [715] valid_0's rmse: 3.32299 valid_1's rmse: 3.64912 [716] valid_0's rmse: 3.32258 valid_1's rmse: 3.64902 [717] valid_0's rmse: 3.32189 valid_1's rmse: 3.6487 [718] valid_0's rmse: 3.32143 valid_1's rmse: 3.6485 [719] valid_0's rmse: 3.3206 valid_1's rmse: 3.64872 [720] valid_0's rmse: 3.32013 valid_1's rmse: 3.64861 [721] valid_0's rmse: 3.31962 valid_1's rmse: 3.64842 [722] valid_0's rmse: 3.31932 valid_1's rmse: 3.64832 [723] valid_0's rmse: 3.31882 valid_1's rmse: 3.64819 [724] valid_0's rmse: 3.3184 valid_1's rmse: 3.64796 [725] valid_0's rmse: 3.31802 valid_1's rmse: 3.64789 [726] valid_0's rmse: 3.31758 valid_1's rmse: 3.64798 [727] valid_0's rmse: 3.3172 valid_1's rmse: 3.64787 [728] valid_0's rmse: 3.31694 valid_1's rmse: 3.64782 [729] valid_0's rmse: 3.3165 valid_1's rmse: 3.6477 [730] valid_0's rmse: 3.31617 valid_1's rmse: 3.64765 [731] valid_0's rmse: 3.31567 valid_1's rmse: 3.64747 [732] valid_0's rmse: 3.3152 valid_1's rmse: 3.64729 [733] valid_0's rmse: 3.31487 valid_1's rmse: 3.6473 [734] valid_0's rmse: 3.31442 valid_1's rmse: 3.64712 [735] valid_0's rmse: 3.31411 valid_1's rmse: 3.64703 [736] valid_0's rmse: 3.31386 valid_1's rmse: 3.64702 [737] valid_0's rmse: 3.3133 valid_1's rmse: 3.64685 [738] valid_0's rmse: 3.31301 valid_1's rmse: 3.647 [739] valid_0's rmse: 3.31277 valid_1's rmse: 3.64691 [740] valid_0's rmse: 3.31252 valid_1's rmse: 3.64687 [741] valid_0's rmse: 3.31213 valid_1's rmse: 3.64671 [742] valid_0's rmse: 3.31178 valid_1's rmse: 3.6467 [743] valid_0's rmse: 3.31121 valid_1's rmse: 3.64666 [744] valid_0's rmse: 3.3109 valid_1's rmse: 3.64659 [745] valid_0's rmse: 3.31058 valid_1's rmse: 3.64662 [746] valid_0's rmse: 3.31026 valid_1's rmse: 3.64666 [747] valid_0's rmse: 3.30982 valid_1's rmse: 3.64656 [748] valid_0's rmse: 3.30932 valid_1's rmse: 3.64668 [749] valid_0's rmse: 3.30902 valid_1's rmse: 3.64666 [750] valid_0's rmse: 3.3088 valid_1's rmse: 3.64661 [751] valid_0's rmse: 3.30844 valid_1's rmse: 3.64655 [752] valid_0's rmse: 3.30815 valid_1's rmse: 3.64645 [753] valid_0's rmse: 3.30782 valid_1's rmse: 3.64634 [754] valid_0's rmse: 3.30726 valid_1's rmse: 3.64603 [755] valid_0's rmse: 3.30702 valid_1's rmse: 3.64615 [756] valid_0's rmse: 3.30663 valid_1's rmse: 3.64596 [757] valid_0's rmse: 3.30634 valid_1's rmse: 3.64589 [758] valid_0's rmse: 3.30607 valid_1's rmse: 3.6458 [759] valid_0's rmse: 3.30569 valid_1's rmse: 3.64559 [760] valid_0's rmse: 3.30523 valid_1's rmse: 3.64538 [761] valid_0's rmse: 3.30498 valid_1's rmse: 3.64534 [762] valid_0's rmse: 3.30468 valid_1's rmse: 3.64525 [763] valid_0's rmse: 3.30419 valid_1's rmse: 3.64513 [764] valid_0's rmse: 3.30359 valid_1's rmse: 3.64473 [765] valid_0's rmse: 3.30329 valid_1's rmse: 3.64478 [766] valid_0's rmse: 3.30299 valid_1's rmse: 3.64484 [767] valid_0's rmse: 3.30275 valid_1's rmse: 3.64482 [768] valid_0's rmse: 3.3025 valid_1's rmse: 3.64482 [769] valid_0's rmse: 3.30207 valid_1's rmse: 3.64504 [770] valid_0's rmse: 3.3016 valid_1's rmse: 3.64481 [771] valid_0's rmse: 3.30144 valid_1's rmse: 3.64486 [772] valid_0's rmse: 3.30101 valid_1's rmse: 3.64504 [773] valid_0's rmse: 3.30069 valid_1's rmse: 3.64514 [774] valid_0's rmse: 3.30044 valid_1's rmse: 3.64525 [775] valid_0's rmse: 3.30001 valid_1's rmse: 3.64535 [776] valid_0's rmse: 3.29975 valid_1's rmse: 3.64531 [777] valid_0's rmse: 3.29946 valid_1's rmse: 3.64533 [778] valid_0's rmse: 3.29926 valid_1's rmse: 3.64527 [779] valid_0's rmse: 3.29877 valid_1's rmse: 3.64514 [780] valid_0's rmse: 3.29848 valid_1's rmse: 3.64517 [781] valid_0's rmse: 3.29803 valid_1's rmse: 3.64561 [782] valid_0's rmse: 3.29762 valid_1's rmse: 3.64543 [783] valid_0's rmse: 3.29748 valid_1's rmse: 3.6455 [784] valid_0's rmse: 3.29698 valid_1's rmse: 3.64539 Early stopping, best iteration is: [764] valid_0's rmse: 3.30359 valid_1's rmse: 3.64473 SCORE: 3.64472547118931 [1] valid_0's rmse: 8.97163 valid_1's rmse: 8.93045 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37753 valid_1's rmse: 8.33742 [3] valid_0's rmse: 7.8543 valid_1's rmse: 7.81544 [4] valid_0's rmse: 7.38343 valid_1's rmse: 7.34564 [5] valid_0's rmse: 6.98356 valid_1's rmse: 6.94632 [6] valid_0's rmse: 6.62972 valid_1's rmse: 6.59323 [7] valid_0's rmse: 6.33414 valid_1's rmse: 6.29936 [8] valid_0's rmse: 6.07307 valid_1's rmse: 6.03873 [9] valid_0's rmse: 5.84161 valid_1's rmse: 5.80806 [10] valid_0's rmse: 5.64083 valid_1's rmse: 5.60762 [11] valid_0's rmse: 5.48234 valid_1's rmse: 5.45097 [12] valid_0's rmse: 5.34247 valid_1's rmse: 5.31261 [13] valid_0's rmse: 5.21774 valid_1's rmse: 5.18893 [14] valid_0's rmse: 5.09892 valid_1's rmse: 5.0721 [15] valid_0's rmse: 4.99606 valid_1's rmse: 4.96994 [16] valid_0's rmse: 4.90469 valid_1's rmse: 4.87898 [17] valid_0's rmse: 4.80929 valid_1's rmse: 4.78369 [18] valid_0's rmse: 4.7401 valid_1's rmse: 4.71571 [19] valid_0's rmse: 4.68938 valid_1's rmse: 4.66675 [20] valid_0's rmse: 4.61009 valid_1's rmse: 4.58781 [21] valid_0's rmse: 4.56413 valid_1's rmse: 4.54237 [22] valid_0's rmse: 4.53012 valid_1's rmse: 4.50964 [23] valid_0's rmse: 4.47719 valid_1's rmse: 4.45771 [24] valid_0's rmse: 4.44597 valid_1's rmse: 4.42748 [25] valid_0's rmse: 4.40278 valid_1's rmse: 4.38567 [26] valid_0's rmse: 4.37406 valid_1's rmse: 4.35791 [27] valid_0's rmse: 4.35123 valid_1's rmse: 4.33542 [28] valid_0's rmse: 4.32488 valid_1's rmse: 4.31024 [29] valid_0's rmse: 4.30214 valid_1's rmse: 4.28941 [30] valid_0's rmse: 4.28497 valid_1's rmse: 4.27339 [31] valid_0's rmse: 4.25578 valid_1's rmse: 4.24486 [32] valid_0's rmse: 4.22337 valid_1's rmse: 4.21249 [33] valid_0's rmse: 4.21026 valid_1's rmse: 4.20105 [34] valid_0's rmse: 4.18285 valid_1's rmse: 4.17374 [35] valid_0's rmse: 4.16299 valid_1's rmse: 4.15472 [36] valid_0's rmse: 4.14891 valid_1's rmse: 4.14095 [37] valid_0's rmse: 4.13275 valid_1's rmse: 4.12594 [38] valid_0's rmse: 4.12488 valid_1's rmse: 4.11957 [39] valid_0's rmse: 4.11688 valid_1's rmse: 4.11228 [40] valid_0's rmse: 4.10278 valid_1's rmse: 4.09901 [41] valid_0's rmse: 4.08926 valid_1's rmse: 4.08584 [42] valid_0's rmse: 4.0803 valid_1's rmse: 4.07842 [43] valid_0's rmse: 4.06742 valid_1's rmse: 4.06722 [44] valid_0's rmse: 4.05011 valid_1's rmse: 4.05048 [45] valid_0's rmse: 4.04258 valid_1's rmse: 4.0435 [46] valid_0's rmse: 4.03232 valid_1's rmse: 4.03401 [47] valid_0's rmse: 4.0268 valid_1's rmse: 4.02999 [48] valid_0's rmse: 4.01932 valid_1's rmse: 4.02347 [49] valid_0's rmse: 4.01033 valid_1's rmse: 4.01477 [50] valid_0's rmse: 4.00341 valid_1's rmse: 4.00902 [51] valid_0's rmse: 3.99297 valid_1's rmse: 4.00038 [52] valid_0's rmse: 3.98572 valid_1's rmse: 3.99419 [53] valid_0's rmse: 3.98029 valid_1's rmse: 3.9905 [54] valid_0's rmse: 3.9738 valid_1's rmse: 3.98438 [55] valid_0's rmse: 3.96912 valid_1's rmse: 3.98058 [56] valid_0's rmse: 3.96411 valid_1's rmse: 3.9765 [57] valid_0's rmse: 3.95984 valid_1's rmse: 3.97333 [58] valid_0's rmse: 3.95517 valid_1's rmse: 3.96929 [59] valid_0's rmse: 3.95077 valid_1's rmse: 3.96643 [60] valid_0's rmse: 3.94623 valid_1's rmse: 3.96241 [61] valid_0's rmse: 3.93896 valid_1's rmse: 3.95604 [62] valid_0's rmse: 3.93548 valid_1's rmse: 3.95374 [63] valid_0's rmse: 3.93244 valid_1's rmse: 3.95177 [64] valid_0's rmse: 3.9293 valid_1's rmse: 3.94974 [65] valid_0's rmse: 3.92191 valid_1's rmse: 3.94265 [66] valid_0's rmse: 3.91394 valid_1's rmse: 3.93499 [67] valid_0's rmse: 3.90629 valid_1's rmse: 3.92754 [68] valid_0's rmse: 3.89898 valid_1's rmse: 3.92078 [69] valid_0's rmse: 3.89455 valid_1's rmse: 3.91782 [70] valid_0's rmse: 3.89088 valid_1's rmse: 3.9148 [71] valid_0's rmse: 3.88333 valid_1's rmse: 3.90718 [72] valid_0's rmse: 3.8774 valid_1's rmse: 3.90197 [73] valid_0's rmse: 3.87371 valid_1's rmse: 3.89913 [74] valid_0's rmse: 3.86502 valid_1's rmse: 3.89082 [75] valid_0's rmse: 3.86129 valid_1's rmse: 3.88766 [76] valid_0's rmse: 3.85808 valid_1's rmse: 3.88494 [77] valid_0's rmse: 3.85207 valid_1's rmse: 3.87996 [78] valid_0's rmse: 3.84969 valid_1's rmse: 3.87849 [79] valid_0's rmse: 3.84696 valid_1's rmse: 3.87719 [80] valid_0's rmse: 3.8419 valid_1's rmse: 3.8725 [81] valid_0's rmse: 3.83663 valid_1's rmse: 3.86735 [82] valid_0's rmse: 3.83208 valid_1's rmse: 3.86322 [83] valid_0's rmse: 3.82881 valid_1's rmse: 3.86015 [84] valid_0's rmse: 3.82678 valid_1's rmse: 3.85876 [85] valid_0's rmse: 3.8239 valid_1's rmse: 3.85737 [86] valid_0's rmse: 3.82133 valid_1's rmse: 3.85624 [87] valid_0's rmse: 3.81888 valid_1's rmse: 3.85453 [88] valid_0's rmse: 3.81478 valid_1's rmse: 3.85086 [89] valid_0's rmse: 3.81103 valid_1's rmse: 3.84813 [90] valid_0's rmse: 3.80755 valid_1's rmse: 3.84517 [91] valid_0's rmse: 3.80456 valid_1's rmse: 3.8447 [92] valid_0's rmse: 3.80203 valid_1's rmse: 3.84291 [93] valid_0's rmse: 3.79725 valid_1's rmse: 3.839 [94] valid_0's rmse: 3.7955 valid_1's rmse: 3.83814 [95] valid_0's rmse: 3.79234 valid_1's rmse: 3.83555 [96] valid_0's rmse: 3.78945 valid_1's rmse: 3.83338 [97] valid_0's rmse: 3.78734 valid_1's rmse: 3.83199 [98] valid_0's rmse: 3.78352 valid_1's rmse: 3.82831 [99] valid_0's rmse: 3.78005 valid_1's rmse: 3.82732 [100] valid_0's rmse: 3.77702 valid_1's rmse: 3.82461 [101] valid_0's rmse: 3.77508 valid_1's rmse: 3.82335 [102] valid_0's rmse: 3.77248 valid_1's rmse: 3.82126 [103] valid_0's rmse: 3.76948 valid_1's rmse: 3.8191 [104] valid_0's rmse: 3.76777 valid_1's rmse: 3.81883 [105] valid_0's rmse: 3.76562 valid_1's rmse: 3.81849 [106] valid_0's rmse: 3.76245 valid_1's rmse: 3.8155 [107] valid_0's rmse: 3.75961 valid_1's rmse: 3.81305 [108] valid_0's rmse: 3.7549 valid_1's rmse: 3.8088 [109] valid_0's rmse: 3.75253 valid_1's rmse: 3.80702 [110] valid_0's rmse: 3.75065 valid_1's rmse: 3.8064 [111] valid_0's rmse: 3.74675 valid_1's rmse: 3.80304 [112] valid_0's rmse: 3.7442 valid_1's rmse: 3.80124 [113] valid_0's rmse: 3.74254 valid_1's rmse: 3.80043 [114] valid_0's rmse: 3.73909 valid_1's rmse: 3.79759 [115] valid_0's rmse: 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valid_1's rmse: 3.65233 [635] valid_0's rmse: 3.32675 valid_1's rmse: 3.65258 [636] valid_0's rmse: 3.32634 valid_1's rmse: 3.65264 [637] valid_0's rmse: 3.32599 valid_1's rmse: 3.65246 [638] valid_0's rmse: 3.32555 valid_1's rmse: 3.65241 [639] valid_0's rmse: 3.32519 valid_1's rmse: 3.65216 [640] valid_0's rmse: 3.32473 valid_1's rmse: 3.65195 [641] valid_0's rmse: 3.32426 valid_1's rmse: 3.65181 [642] valid_0's rmse: 3.32381 valid_1's rmse: 3.65158 [643] valid_0's rmse: 3.32315 valid_1's rmse: 3.65171 [644] valid_0's rmse: 3.32271 valid_1's rmse: 3.6517 [645] valid_0's rmse: 3.32241 valid_1's rmse: 3.65167 [646] valid_0's rmse: 3.32217 valid_1's rmse: 3.65167 [647] valid_0's rmse: 3.32168 valid_1's rmse: 3.65169 [648] valid_0's rmse: 3.32137 valid_1's rmse: 3.65161 [649] valid_0's rmse: 3.32098 valid_1's rmse: 3.6515 [650] valid_0's rmse: 3.32054 valid_1's rmse: 3.65149 [651] valid_0's rmse: 3.32001 valid_1's rmse: 3.65131 [652] valid_0's rmse: 3.31953 valid_1's rmse: 3.6512 [653] valid_0's rmse: 3.319 valid_1's rmse: 3.65127 [654] valid_0's rmse: 3.31863 valid_1's rmse: 3.65147 [655] valid_0's rmse: 3.31844 valid_1's rmse: 3.65145 [656] valid_0's rmse: 3.31806 valid_1's rmse: 3.65131 [657] valid_0's rmse: 3.31697 valid_1's rmse: 3.65049 [658] valid_0's rmse: 3.31647 valid_1's rmse: 3.65039 [659] valid_0's rmse: 3.31618 valid_1's rmse: 3.65037 [660] valid_0's rmse: 3.31575 valid_1's rmse: 3.65065 [661] valid_0's rmse: 3.31553 valid_1's rmse: 3.65055 [662] valid_0's rmse: 3.31507 valid_1's rmse: 3.6505 [663] valid_0's rmse: 3.31444 valid_1's rmse: 3.65013 [664] valid_0's rmse: 3.31402 valid_1's rmse: 3.64987 [665] valid_0's rmse: 3.31369 valid_1's rmse: 3.64979 [666] valid_0's rmse: 3.31321 valid_1's rmse: 3.64972 [667] valid_0's rmse: 3.31282 valid_1's rmse: 3.64962 [668] valid_0's rmse: 3.3127 valid_1's rmse: 3.64962 [669] valid_0's rmse: 3.31222 valid_1's rmse: 3.64965 [670] valid_0's rmse: 3.31199 valid_1's rmse: 3.6496 [671] valid_0's rmse: 3.31153 valid_1's rmse: 3.64948 [672] valid_0's rmse: 3.31106 valid_1's rmse: 3.64945 [673] valid_0's rmse: 3.31078 valid_1's rmse: 3.64938 [674] valid_0's rmse: 3.3105 valid_1's rmse: 3.64932 [675] valid_0's rmse: 3.31007 valid_1's rmse: 3.64916 [676] valid_0's rmse: 3.30985 valid_1's rmse: 3.64921 [677] valid_0's rmse: 3.30968 valid_1's rmse: 3.6492 [678] valid_0's rmse: 3.30922 valid_1's rmse: 3.64889 [679] valid_0's rmse: 3.30888 valid_1's rmse: 3.64889 [680] valid_0's rmse: 3.30846 valid_1's rmse: 3.64885 [681] valid_0's rmse: 3.30816 valid_1's rmse: 3.64886 [682] valid_0's rmse: 3.30782 valid_1's rmse: 3.64878 [683] valid_0's rmse: 3.30752 valid_1's rmse: 3.64851 [684] valid_0's rmse: 3.30738 valid_1's rmse: 3.64852 [685] valid_0's rmse: 3.30713 valid_1's rmse: 3.64858 [686] valid_0's rmse: 3.30681 valid_1's rmse: 3.64863 [687] valid_0's rmse: 3.30647 valid_1's rmse: 3.64851 [688] valid_0's rmse: 3.30626 valid_1's rmse: 3.6485 [689] valid_0's rmse: 3.30586 valid_1's rmse: 3.64842 [690] valid_0's rmse: 3.30566 valid_1's rmse: 3.64846 [691] valid_0's rmse: 3.30532 valid_1's rmse: 3.64837 [692] valid_0's rmse: 3.30494 valid_1's rmse: 3.64819 [693] valid_0's rmse: 3.30462 valid_1's rmse: 3.64801 [694] valid_0's rmse: 3.30411 valid_1's rmse: 3.6479 [695] valid_0's rmse: 3.30387 valid_1's rmse: 3.64779 [696] valid_0's rmse: 3.30342 valid_1's rmse: 3.64769 [697] valid_0's rmse: 3.30304 valid_1's rmse: 3.64769 [698] valid_0's rmse: 3.30281 valid_1's rmse: 3.64769 [699] valid_0's rmse: 3.30231 valid_1's rmse: 3.64766 [700] valid_0's rmse: 3.30203 valid_1's rmse: 3.64754 [701] valid_0's rmse: 3.30166 valid_1's rmse: 3.64742 [702] valid_0's rmse: 3.30133 valid_1's rmse: 3.64736 [703] valid_0's rmse: 3.30082 valid_1's rmse: 3.64737 [704] valid_0's rmse: 3.30014 valid_1's rmse: 3.64708 [705] valid_0's rmse: 3.2997 valid_1's rmse: 3.64724 [706] valid_0's rmse: 3.29913 valid_1's rmse: 3.64699 [707] valid_0's rmse: 3.29876 valid_1's rmse: 3.64685 [708] valid_0's rmse: 3.29833 valid_1's rmse: 3.64639 [709] valid_0's rmse: 3.29807 valid_1's rmse: 3.64647 [710] valid_0's rmse: 3.29779 valid_1's rmse: 3.64645 [711] valid_0's rmse: 3.29757 valid_1's rmse: 3.64637 [712] valid_0's rmse: 3.29736 valid_1's rmse: 3.64638 [713] valid_0's rmse: 3.29698 valid_1's rmse: 3.64635 [714] valid_0's rmse: 3.29652 valid_1's rmse: 3.64638 [715] valid_0's rmse: 3.29607 valid_1's rmse: 3.6463 [716] valid_0's rmse: 3.29593 valid_1's rmse: 3.6464 [717] valid_0's rmse: 3.29546 valid_1's rmse: 3.64603 [718] valid_0's rmse: 3.29519 valid_1's rmse: 3.64595 [719] valid_0's rmse: 3.29481 valid_1's rmse: 3.64578 [720] valid_0's rmse: 3.29448 valid_1's rmse: 3.64559 [721] valid_0's rmse: 3.29409 valid_1's rmse: 3.64556 [722] valid_0's rmse: 3.29379 valid_1's rmse: 3.64541 [723] valid_0's rmse: 3.2934 valid_1's rmse: 3.64534 [724] valid_0's rmse: 3.29313 valid_1's rmse: 3.6453 [725] valid_0's rmse: 3.29274 valid_1's rmse: 3.64556 [726] valid_0's rmse: 3.29236 valid_1's rmse: 3.64539 [727] valid_0's rmse: 3.2919 valid_1's rmse: 3.64531 [728] valid_0's rmse: 3.29172 valid_1's rmse: 3.64546 [729] valid_0's rmse: 3.29139 valid_1's rmse: 3.64539 [730] valid_0's rmse: 3.29093 valid_1's rmse: 3.64551 [731] valid_0's rmse: 3.29063 valid_1's rmse: 3.64569 [732] valid_0's rmse: 3.29047 valid_1's rmse: 3.64571 [733] valid_0's rmse: 3.29016 valid_1's rmse: 3.64566 [734] valid_0's rmse: 3.28978 valid_1's rmse: 3.64565 [735] valid_0's rmse: 3.28929 valid_1's rmse: 3.64561 [736] valid_0's rmse: 3.28904 valid_1's rmse: 3.64558 [737] valid_0's rmse: 3.2888 valid_1's rmse: 3.64557 [738] valid_0's rmse: 3.28837 valid_1's rmse: 3.64552 [739] valid_0's rmse: 3.28795 valid_1's rmse: 3.64547 [740] valid_0's rmse: 3.28748 valid_1's rmse: 3.64566 [741] valid_0's rmse: 3.2871 valid_1's rmse: 3.64562 [742] valid_0's rmse: 3.28671 valid_1's rmse: 3.64564 [743] valid_0's rmse: 3.28644 valid_1's rmse: 3.64563 [744] valid_0's rmse: 3.28596 valid_1's rmse: 3.64589 Early stopping, best iteration is: [724] valid_0's rmse: 3.29313 valid_1's rmse: 3.6453 SCORE: 3.645303932115148 [1] valid_0's rmse: 8.98581 valid_1's rmse: 8.94536 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39703 valid_1's rmse: 8.35815 [3] valid_0's rmse: 7.88502 valid_1's rmse: 7.84789 [4] valid_0's rmse: 7.43952 valid_1's rmse: 7.40361 [5] valid_0's rmse: 7.0436 valid_1's rmse: 7.00926 [6] valid_0's rmse: 6.70132 valid_1's rmse: 6.66775 [7] valid_0's rmse: 6.40919 valid_1's rmse: 6.37703 [8] valid_0's rmse: 6.16118 valid_1's rmse: 6.13048 [9] valid_0's rmse: 5.94537 valid_1's rmse: 5.91654 [10] valid_0's rmse: 5.76914 valid_1's rmse: 5.74119 [11] valid_0's rmse: 5.6069 valid_1's rmse: 5.58083 [12] valid_0's rmse: 5.47225 valid_1's rmse: 5.44796 [13] valid_0's rmse: 5.35944 valid_1's rmse: 5.336 [14] valid_0's rmse: 5.21813 valid_1's rmse: 5.19576 [15] valid_0's rmse: 5.11048 valid_1's rmse: 5.08963 [16] valid_0's rmse: 5.0403 valid_1's rmse: 5.02092 [17] valid_0's rmse: 4.96066 valid_1's rmse: 4.94286 [18] valid_0's rmse: 4.88522 valid_1's rmse: 4.86764 [19] valid_0's rmse: 4.82835 valid_1's rmse: 4.81241 [20] valid_0's rmse: 4.77833 valid_1's rmse: 4.76343 [21] valid_0's rmse: 4.7351 valid_1's rmse: 4.72217 [22] valid_0's rmse: 4.69249 valid_1's rmse: 4.68041 [23] valid_0's rmse: 4.65073 valid_1's rmse: 4.6395 [24] valid_0's rmse: 4.59592 valid_1's rmse: 4.58587 [25] valid_0's rmse: 4.55723 valid_1's rmse: 4.5485 [26] valid_0's rmse: 4.52631 valid_1's rmse: 4.51891 [27] valid_0's rmse: 4.49526 valid_1's rmse: 4.48787 [28] valid_0's rmse: 4.45989 valid_1's rmse: 4.45327 [29] valid_0's rmse: 4.43858 valid_1's rmse: 4.43225 [30] valid_0's rmse: 4.42554 valid_1's rmse: 4.41975 [31] valid_0's rmse: 4.39249 valid_1's rmse: 4.3876 [32] valid_0's rmse: 4.34643 valid_1's rmse: 4.34172 [33] valid_0's rmse: 4.33033 valid_1's rmse: 4.32597 [34] valid_0's rmse: 4.30687 valid_1's rmse: 4.30255 [35] valid_0's rmse: 4.28971 valid_1's rmse: 4.28511 [36] valid_0's rmse: 4.27821 valid_1's rmse: 4.27438 [37] valid_0's rmse: 4.26717 valid_1's rmse: 4.26399 [38] valid_0's rmse: 4.24229 valid_1's rmse: 4.23944 [39] valid_0's rmse: 4.23309 valid_1's rmse: 4.23064 [40] valid_0's rmse: 4.21677 valid_1's rmse: 4.21473 [41] valid_0's rmse: 4.2 valid_1's rmse: 4.19784 [42] valid_0's rmse: 4.17166 valid_1's rmse: 4.16955 [43] valid_0's rmse: 4.16282 valid_1's rmse: 4.16224 [44] valid_0's rmse: 4.1541 valid_1's rmse: 4.15392 [45] valid_0's rmse: 4.14288 valid_1's rmse: 4.14322 [46] valid_0's rmse: 4.13615 valid_1's rmse: 4.13696 [47] valid_0's rmse: 4.12505 valid_1's rmse: 4.12793 [48] valid_0's rmse: 4.11547 valid_1's rmse: 4.11902 [49] valid_0's rmse: 4.09759 valid_1's rmse: 4.1016 [50] valid_0's rmse: 4.09153 valid_1's rmse: 4.09665 [51] valid_0's rmse: 4.07891 valid_1's rmse: 4.08487 [52] valid_0's rmse: 4.07029 valid_1's rmse: 4.07697 [53] valid_0's rmse: 4.06157 valid_1's rmse: 4.0702 [54] valid_0's rmse: 4.05384 valid_1's rmse: 4.06399 [55] valid_0's rmse: 4.04992 valid_1's rmse: 4.06048 [56] valid_0's rmse: 4.04281 valid_1's rmse: 4.05481 [57] valid_0's rmse: 4.03585 valid_1's rmse: 4.04828 [58] valid_0's rmse: 4.02796 valid_1's rmse: 4.0409 [59] valid_0's rmse: 4.02301 valid_1's rmse: 4.03669 [60] valid_0's rmse: 4.0158 valid_1's rmse: 4.02987 [61] valid_0's rmse: 4.00821 valid_1's rmse: 4.02314 [62] valid_0's rmse: 4.00332 valid_1's rmse: 4.01982 [63] valid_0's rmse: 3.99983 valid_1's rmse: 4.01732 [64] valid_0's rmse: 3.99365 valid_1's rmse: 4.012 [65] valid_0's rmse: 3.97753 valid_1's rmse: 3.99598 [66] valid_0's rmse: 3.97052 valid_1's rmse: 3.98911 [67] valid_0's rmse: 3.96153 valid_1's rmse: 3.98041 [68] valid_0's rmse: 3.94931 valid_1's rmse: 3.96872 [69] valid_0's rmse: 3.94533 valid_1's rmse: 3.96502 [70] valid_0's rmse: 3.9379 valid_1's rmse: 3.95927 [71] valid_0's rmse: 3.93263 valid_1's rmse: 3.95469 [72] valid_0's rmse: 3.92332 valid_1's rmse: 3.94537 [73] valid_0's rmse: 3.91966 valid_1's rmse: 3.94238 [74] valid_0's rmse: 3.91679 valid_1's rmse: 3.9407 [75] valid_0's rmse: 3.91184 valid_1's rmse: 3.93621 [76] valid_0's rmse: 3.90791 valid_1's rmse: 3.933 [77] valid_0's rmse: 3.90044 valid_1's rmse: 3.92634 [78] valid_0's rmse: 3.89768 valid_1's rmse: 3.9243 [79] valid_0's rmse: 3.89453 valid_1's rmse: 3.92159 [80] valid_0's rmse: 3.88886 valid_1's rmse: 3.91605 [81] valid_0's rmse: 3.88361 valid_1's rmse: 3.9111 [82] valid_0's rmse: 3.87891 valid_1's rmse: 3.90725 [83] valid_0's rmse: 3.87606 valid_1's rmse: 3.90491 [84] valid_0's rmse: 3.87119 valid_1's rmse: 3.90075 [85] valid_0's rmse: 3.86885 valid_1's rmse: 3.89931 [86] valid_0's rmse: 3.86455 valid_1's rmse: 3.89641 [87] valid_0's rmse: 3.86175 valid_1's rmse: 3.89459 [88] valid_0's rmse: 3.85414 valid_1's rmse: 3.88711 [89] valid_0's rmse: 3.84995 valid_1's rmse: 3.88345 [90] valid_0's rmse: 3.84683 valid_1's rmse: 3.8819 [91] valid_0's rmse: 3.84483 valid_1's rmse: 3.88044 [92] valid_0's rmse: 3.84311 valid_1's rmse: 3.87931 [93] valid_0's rmse: 3.83749 valid_1's rmse: 3.87438 [94] valid_0's rmse: 3.83255 valid_1's rmse: 3.87041 [95] valid_0's rmse: 3.82984 valid_1's rmse: 3.8688 [96] valid_0's rmse: 3.82543 valid_1's rmse: 3.86475 [97] valid_0's rmse: 3.82345 valid_1's rmse: 3.86377 [98] valid_0's rmse: 3.81969 valid_1's rmse: 3.86032 [99] valid_0's rmse: 3.81612 valid_1's rmse: 3.85892 [100] valid_0's rmse: 3.81164 valid_1's rmse: 3.85494 [101] valid_0's rmse: 3.80926 valid_1's rmse: 3.85309 [102] valid_0's rmse: 3.8076 valid_1's rmse: 3.85264 [103] valid_0's rmse: 3.80567 valid_1's rmse: 3.85172 [104] valid_0's rmse: 3.8036 valid_1's rmse: 3.85059 [105] valid_0's rmse: 3.8016 valid_1's rmse: 3.84869 [106] valid_0's rmse: 3.79714 valid_1's rmse: 3.84448 [107] valid_0's rmse: 3.7953 valid_1's rmse: 3.84375 [108] valid_0's rmse: 3.79337 valid_1's rmse: 3.84284 [109] valid_0's rmse: 3.7912 valid_1's rmse: 3.84237 [110] valid_0's rmse: 3.78949 valid_1's rmse: 3.8416 [111] valid_0's rmse: 3.78622 valid_1's rmse: 3.83877 [112] valid_0's rmse: 3.78453 valid_1's rmse: 3.83729 [113] valid_0's rmse: 3.78217 valid_1's rmse: 3.83563 [114] valid_0's rmse: 3.77965 valid_1's rmse: 3.83372 [115] valid_0's rmse: 3.77681 valid_1's rmse: 3.83191 [116] valid_0's rmse: 3.77417 valid_1's rmse: 3.83009 [117] valid_0's rmse: 3.77111 valid_1's rmse: 3.82805 [118] valid_0's rmse: 3.76934 valid_1's rmse: 3.82692 [119] valid_0's rmse: 3.76627 valid_1's rmse: 3.82404 [120] valid_0's rmse: 3.76367 valid_1's rmse: 3.82176 [121] valid_0's rmse: 3.76107 valid_1's rmse: 3.82178 [122] valid_0's rmse: 3.75948 valid_1's rmse: 3.82087 [123] valid_0's rmse: 3.75621 valid_1's rmse: 3.81838 [124] valid_0's rmse: 3.75333 valid_1's rmse: 3.81585 [125] valid_0's rmse: 3.75076 valid_1's rmse: 3.81352 [126] valid_0's rmse: 3.74845 valid_1's rmse: 3.81223 [127] valid_0's rmse: 3.74692 valid_1's rmse: 3.81144 [128] valid_0's rmse: 3.74513 valid_1's rmse: 3.81014 [129] valid_0's rmse: 3.74282 valid_1's rmse: 3.80858 [130] valid_0's rmse: 3.74183 valid_1's rmse: 3.80812 [131] valid_0's rmse: 3.74059 valid_1's rmse: 3.80778 [132] valid_0's rmse: 3.73857 valid_1's rmse: 3.80668 [133] valid_0's rmse: 3.73647 valid_1's rmse: 3.80519 [134] valid_0's rmse: 3.73495 valid_1's rmse: 3.80395 [135] valid_0's rmse: 3.73322 valid_1's rmse: 3.80338 [136] valid_0's rmse: 3.73127 valid_1's rmse: 3.80193 [137] valid_0's rmse: 3.73011 valid_1's rmse: 3.80138 [138] valid_0's rmse: 3.72882 valid_1's rmse: 3.80036 [139] valid_0's rmse: 3.72687 valid_1's rmse: 3.79859 [140] valid_0's rmse: 3.72499 valid_1's rmse: 3.79793 [141] valid_0's rmse: 3.72378 valid_1's rmse: 3.79754 [142] valid_0's rmse: 3.72126 valid_1's rmse: 3.79728 [143] valid_0's rmse: 3.71987 valid_1's rmse: 3.79643 [144] valid_0's rmse: 3.71906 valid_1's rmse: 3.79629 [145] valid_0's rmse: 3.71637 valid_1's rmse: 3.79418 [146] valid_0's rmse: 3.71535 valid_1's rmse: 3.79387 [147] valid_0's rmse: 3.71351 valid_1's rmse: 3.79347 [148] valid_0's rmse: 3.71209 valid_1's rmse: 3.79324 [149] valid_0's rmse: 3.71084 valid_1's rmse: 3.79296 [150] valid_0's rmse: 3.70913 valid_1's rmse: 3.7927 [151] valid_0's rmse: 3.70554 valid_1's rmse: 3.79011 [152] valid_0's rmse: 3.70295 valid_1's rmse: 3.78834 [153] valid_0's rmse: 3.70079 valid_1's rmse: 3.78633 [154] valid_0's rmse: 3.69915 valid_1's rmse: 3.78574 [155] valid_0's rmse: 3.69779 valid_1's rmse: 3.78498 [156] valid_0's rmse: 3.69499 valid_1's rmse: 3.78299 [157] valid_0's rmse: 3.69352 valid_1's rmse: 3.78246 [158] valid_0's rmse: 3.69174 valid_1's rmse: 3.78235 [159] valid_0's rmse: 3.69081 valid_1's rmse: 3.78207 [160] valid_0's rmse: 3.68874 valid_1's rmse: 3.78124 [161] valid_0's rmse: 3.68795 valid_1's rmse: 3.78106 [162] valid_0's rmse: 3.68643 valid_1's rmse: 3.7812 [163] valid_0's rmse: 3.68408 valid_1's rmse: 3.77913 [164] valid_0's rmse: 3.68263 valid_1's rmse: 3.77833 [165] valid_0's rmse: 3.68148 valid_1's rmse: 3.7775 [166] valid_0's rmse: 3.68074 valid_1's rmse: 3.77731 [167] valid_0's rmse: 3.67901 valid_1's rmse: 3.77563 [168] valid_0's rmse: 3.67716 valid_1's rmse: 3.77539 [169] valid_0's rmse: 3.67518 valid_1's rmse: 3.77527 [170] valid_0's rmse: 3.67409 valid_1's rmse: 3.77521 [171] valid_0's rmse: 3.67289 valid_1's rmse: 3.77481 [172] valid_0's rmse: 3.67153 valid_1's rmse: 3.77416 [173] valid_0's rmse: 3.66983 valid_1's rmse: 3.77259 [174] valid_0's rmse: 3.66857 valid_1's rmse: 3.77239 [175] valid_0's rmse: 3.66612 valid_1's rmse: 3.77012 [176] valid_0's rmse: 3.66495 valid_1's rmse: 3.76996 [177] valid_0's rmse: 3.66369 valid_1's rmse: 3.76933 [178] valid_0's rmse: 3.662 valid_1's rmse: 3.76771 [179] valid_0's rmse: 3.66099 valid_1's rmse: 3.7671 [180] valid_0's rmse: 3.65969 valid_1's rmse: 3.76667 [181] valid_0's rmse: 3.6585 valid_1's rmse: 3.76619 [182] valid_0's rmse: 3.6577 valid_1's rmse: 3.76576 [183] valid_0's rmse: 3.65641 valid_1's rmse: 3.76545 [184] valid_0's rmse: 3.6548 valid_1's rmse: 3.76448 [185] valid_0's rmse: 3.65331 valid_1's rmse: 3.76328 [186] valid_0's rmse: 3.652 valid_1's rmse: 3.76309 [187] valid_0's rmse: 3.65086 valid_1's rmse: 3.76298 [188] valid_0's rmse: 3.64987 valid_1's rmse: 3.76233 [189] valid_0's rmse: 3.64867 valid_1's rmse: 3.76198 [190] valid_0's rmse: 3.64759 valid_1's rmse: 3.76188 [191] valid_0's rmse: 3.64509 valid_1's rmse: 3.76016 [192] valid_0's rmse: 3.6436 valid_1's rmse: 3.75942 [193] valid_0's rmse: 3.64202 valid_1's rmse: 3.75839 [194] valid_0's rmse: 3.64071 valid_1's rmse: 3.75813 [195] valid_0's rmse: 3.63983 valid_1's rmse: 3.758 [196] valid_0's rmse: 3.63816 valid_1's rmse: 3.75649 [197] valid_0's rmse: 3.63711 valid_1's rmse: 3.75622 [198] valid_0's rmse: 3.63615 valid_1's rmse: 3.75586 [199] valid_0's rmse: 3.63528 valid_1's rmse: 3.75551 [200] valid_0's rmse: 3.63338 valid_1's rmse: 3.75417 [201] valid_0's rmse: 3.6319 valid_1's rmse: 3.75358 [202] valid_0's rmse: 3.63072 valid_1's rmse: 3.75335 [203] valid_0's rmse: 3.62961 valid_1's rmse: 3.7527 [204] valid_0's rmse: 3.62819 valid_1's rmse: 3.75247 [205] valid_0's rmse: 3.62717 valid_1's rmse: 3.75219 [206] valid_0's rmse: 3.62503 valid_1's rmse: 3.75123 [207] valid_0's rmse: 3.6241 valid_1's rmse: 3.75079 [208] valid_0's 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[394] valid_0's rmse: 3.47265 valid_1's rmse: 3.68892 [395] valid_0's rmse: 3.47148 valid_1's rmse: 3.68831 [396] valid_0's rmse: 3.47105 valid_1's rmse: 3.68798 [397] valid_0's rmse: 3.47043 valid_1's rmse: 3.68766 [398] valid_0's rmse: 3.46988 valid_1's rmse: 3.68768 [399] valid_0's rmse: 3.46926 valid_1's rmse: 3.68766 [400] valid_0's rmse: 3.46798 valid_1's rmse: 3.6873 [401] valid_0's rmse: 3.46698 valid_1's rmse: 3.68781 [402] valid_0's rmse: 3.46606 valid_1's rmse: 3.68734 [403] valid_0's rmse: 3.46548 valid_1's rmse: 3.68697 [404] valid_0's rmse: 3.46505 valid_1's rmse: 3.6871 [405] valid_0's rmse: 3.4648 valid_1's rmse: 3.68702 [406] valid_0's rmse: 3.46403 valid_1's rmse: 3.68663 [407] valid_0's rmse: 3.46359 valid_1's rmse: 3.68659 [408] valid_0's rmse: 3.46306 valid_1's rmse: 3.68655 [409] valid_0's rmse: 3.46243 valid_1's rmse: 3.68643 [410] valid_0's rmse: 3.462 valid_1's rmse: 3.68662 [411] valid_0's rmse: 3.4613 valid_1's rmse: 3.68684 [412] valid_0's rmse: 3.46055 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valid_0's rmse: 3.32251 valid_1's rmse: 3.65785 [729] valid_0's rmse: 3.32218 valid_1's rmse: 3.65772 [730] valid_0's rmse: 3.32204 valid_1's rmse: 3.65773 [731] valid_0's rmse: 3.32175 valid_1's rmse: 3.65762 [732] valid_0's rmse: 3.32141 valid_1's rmse: 3.65767 [733] valid_0's rmse: 3.32117 valid_1's rmse: 3.65771 [734] valid_0's rmse: 3.32082 valid_1's rmse: 3.65774 [735] valid_0's rmse: 3.32025 valid_1's rmse: 3.65767 [736] valid_0's rmse: 3.32003 valid_1's rmse: 3.6576 [737] valid_0's rmse: 3.31971 valid_1's rmse: 3.65774 [738] valid_0's rmse: 3.31945 valid_1's rmse: 3.65771 [739] valid_0's rmse: 3.31917 valid_1's rmse: 3.65754 [740] valid_0's rmse: 3.31893 valid_1's rmse: 3.65748 [741] valid_0's rmse: 3.31851 valid_1's rmse: 3.65749 [742] valid_0's rmse: 3.31821 valid_1's rmse: 3.65751 [743] valid_0's rmse: 3.3176 valid_1's rmse: 3.65713 [744] valid_0's rmse: 3.31725 valid_1's rmse: 3.65712 [745] valid_0's rmse: 3.31693 valid_1's rmse: 3.65698 [746] valid_0's rmse: 3.31661 valid_1's rmse: 3.6571 [747] valid_0's rmse: 3.31635 valid_1's rmse: 3.65704 [748] valid_0's rmse: 3.31593 valid_1's rmse: 3.6572 [749] valid_0's rmse: 3.31569 valid_1's rmse: 3.65711 [750] valid_0's rmse: 3.31525 valid_1's rmse: 3.65687 [751] valid_0's rmse: 3.31503 valid_1's rmse: 3.65683 [752] valid_0's rmse: 3.31487 valid_1's rmse: 3.65682 [753] valid_0's rmse: 3.31443 valid_1's rmse: 3.65711 [754] valid_0's rmse: 3.31405 valid_1's rmse: 3.65714 [755] valid_0's rmse: 3.31389 valid_1's rmse: 3.65722 [756] valid_0's rmse: 3.3135 valid_1's rmse: 3.65731 [757] valid_0's rmse: 3.31309 valid_1's rmse: 3.65714 [758] valid_0's rmse: 3.31264 valid_1's rmse: 3.65712 [759] valid_0's rmse: 3.31227 valid_1's rmse: 3.6571 [760] valid_0's rmse: 3.3119 valid_1's rmse: 3.65704 [761] valid_0's rmse: 3.31171 valid_1's rmse: 3.65712 [762] valid_0's rmse: 3.31138 valid_1's rmse: 3.65723 [763] valid_0's rmse: 3.31076 valid_1's rmse: 3.65706 [764] valid_0's rmse: 3.31057 valid_1's rmse: 3.65703 [765] valid_0's rmse: 3.3102 valid_1's rmse: 3.65703 [766] valid_0's rmse: 3.30989 valid_1's rmse: 3.65707 [767] valid_0's rmse: 3.30963 valid_1's rmse: 3.65696 [768] valid_0's rmse: 3.30934 valid_1's rmse: 3.65695 [769] valid_0's rmse: 3.309 valid_1's rmse: 3.65681 [770] valid_0's rmse: 3.30881 valid_1's rmse: 3.6567 [771] valid_0's rmse: 3.30838 valid_1's rmse: 3.65659 [772] valid_0's rmse: 3.30824 valid_1's rmse: 3.65661 [773] valid_0's rmse: 3.30786 valid_1's rmse: 3.65677 [774] valid_0's rmse: 3.30767 valid_1's rmse: 3.6568 [775] valid_0's rmse: 3.30741 valid_1's rmse: 3.65676 [776] valid_0's rmse: 3.30709 valid_1's rmse: 3.65649 [777] valid_0's rmse: 3.30671 valid_1's rmse: 3.65651 [778] valid_0's rmse: 3.3063 valid_1's rmse: 3.65636 [779] valid_0's rmse: 3.30598 valid_1's rmse: 3.65635 [780] valid_0's rmse: 3.30578 valid_1's rmse: 3.65637 [781] valid_0's rmse: 3.30525 valid_1's rmse: 3.65635 [782] valid_0's rmse: 3.30499 valid_1's rmse: 3.65632 [783] valid_0's rmse: 3.30456 valid_1's rmse: 3.65632 [784] valid_0's rmse: 3.30412 valid_1's rmse: 3.65651 [785] valid_0's rmse: 3.30385 valid_1's rmse: 3.65652 [786] valid_0's rmse: 3.30357 valid_1's rmse: 3.65653 [787] valid_0's rmse: 3.30333 valid_1's rmse: 3.65644 [788] valid_0's rmse: 3.30306 valid_1's rmse: 3.65625 [789] valid_0's rmse: 3.30272 valid_1's rmse: 3.65615 [790] valid_0's rmse: 3.30251 valid_1's rmse: 3.65604 [791] valid_0's rmse: 3.30218 valid_1's rmse: 3.65591 [792] valid_0's rmse: 3.30193 valid_1's rmse: 3.65585 [793] valid_0's rmse: 3.30164 valid_1's rmse: 3.65583 [794] valid_0's rmse: 3.30151 valid_1's rmse: 3.65579 [795] valid_0's rmse: 3.30132 valid_1's rmse: 3.65569 [796] valid_0's rmse: 3.30101 valid_1's rmse: 3.65564 [797] valid_0's rmse: 3.30057 valid_1's rmse: 3.65586 [798] valid_0's rmse: 3.30038 valid_1's rmse: 3.65598 [799] valid_0's rmse: 3.29989 valid_1's rmse: 3.65582 [800] valid_0's rmse: 3.29946 valid_1's rmse: 3.65614 [801] valid_0's rmse: 3.29916 valid_1's rmse: 3.65614 [802] valid_0's rmse: 3.29877 valid_1's rmse: 3.65612 [803] valid_0's rmse: 3.29839 valid_1's rmse: 3.65606 [804] valid_0's rmse: 3.29824 valid_1's rmse: 3.65602 [805] valid_0's rmse: 3.29801 valid_1's rmse: 3.65605 [806] valid_0's rmse: 3.29779 valid_1's rmse: 3.65605 [807] valid_0's rmse: 3.29764 valid_1's rmse: 3.65607 [808] valid_0's rmse: 3.29736 valid_1's rmse: 3.65615 [809] valid_0's rmse: 3.29717 valid_1's rmse: 3.65627 [810] valid_0's rmse: 3.29692 valid_1's rmse: 3.65624 [811] valid_0's rmse: 3.29665 valid_1's rmse: 3.65615 [812] valid_0's rmse: 3.29616 valid_1's rmse: 3.65628 [813] valid_0's rmse: 3.29587 valid_1's rmse: 3.65625 [814] valid_0's rmse: 3.2956 valid_1's rmse: 3.65619 [815] valid_0's rmse: 3.29528 valid_1's rmse: 3.65617 [816] valid_0's rmse: 3.29511 valid_1's rmse: 3.65622 Early stopping, best iteration is: [796] valid_0's rmse: 3.30101 valid_1's rmse: 3.65564 SCORE: 3.655635207943088 [1] valid_0's rmse: 8.97133 valid_1's rmse: 8.92966 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38556 valid_1's rmse: 8.34592 [3] valid_0's rmse: 7.86185 valid_1's rmse: 7.82336 [4] valid_0's rmse: 7.4044 valid_1's rmse: 7.36752 [5] valid_0's rmse: 7.01003 valid_1's rmse: 6.97501 [6] valid_0's rmse: 6.66857 valid_1's rmse: 6.63455 [7] valid_0's rmse: 6.36424 valid_1's rmse: 6.33103 [8] valid_0's rmse: 6.10977 valid_1's rmse: 6.07797 [9] valid_0's rmse: 5.88919 valid_1's rmse: 5.85788 [10] valid_0's rmse: 5.69825 valid_1's rmse: 5.66903 [11] valid_0's rmse: 5.53963 valid_1's rmse: 5.51232 [12] valid_0's rmse: 5.36671 valid_1's rmse: 5.3413 [13] valid_0's rmse: 5.23727 valid_1's rmse: 5.21358 [14] valid_0's rmse: 5.13485 valid_1's rmse: 5.11148 [15] valid_0's rmse: 5.01063 valid_1's rmse: 4.98805 [16] valid_0's rmse: 4.93116 valid_1's rmse: 4.9101 [17] valid_0's rmse: 4.86721 valid_1's rmse: 4.8477 [18] valid_0's rmse: 4.77814 valid_1's rmse: 4.75922 [19] valid_0's rmse: 4.7237 valid_1's rmse: 4.70544 [20] valid_0's rmse: 4.66899 valid_1's rmse: 4.65177 [21] valid_0's rmse: 4.59666 valid_1's rmse: 4.58033 [22] valid_0's rmse: 4.56197 valid_1's rmse: 4.54683 [23] valid_0's rmse: 4.51895 valid_1's rmse: 4.50456 [24] valid_0's rmse: 4.46089 valid_1's rmse: 4.44712 [25] valid_0's rmse: 4.41886 valid_1's rmse: 4.40566 [26] valid_0's rmse: 4.37175 valid_1's rmse: 4.35897 [27] valid_0's rmse: 4.34715 valid_1's rmse: 4.3358 [28] valid_0's rmse: 4.32306 valid_1's rmse: 4.31275 [29] valid_0's rmse: 4.30321 valid_1's rmse: 4.29444 [30] valid_0's rmse: 4.28185 valid_1's rmse: 4.27515 [31] valid_0's rmse: 4.25625 valid_1's rmse: 4.25048 [32] valid_0's rmse: 4.24083 valid_1's rmse: 4.23643 [33] valid_0's rmse: 4.22323 valid_1's rmse: 4.22056 [34] valid_0's rmse: 4.20503 valid_1's rmse: 4.20458 [35] valid_0's rmse: 4.19159 valid_1's rmse: 4.19181 [36] valid_0's rmse: 4.16891 valid_1's rmse: 4.16908 [37] valid_0's rmse: 4.15786 valid_1's rmse: 4.15844 [38] valid_0's rmse: 4.14781 valid_1's rmse: 4.14914 [39] valid_0's rmse: 4.13948 valid_1's rmse: 4.14181 [40] valid_0's rmse: 4.13178 valid_1's rmse: 4.135 [41] valid_0's rmse: 4.11882 valid_1's rmse: 4.12282 [42] valid_0's rmse: 4.1059 valid_1's rmse: 4.11023 [43] valid_0's rmse: 4.09389 valid_1's rmse: 4.09866 [44] valid_0's rmse: 4.08607 valid_1's rmse: 4.09184 [45] valid_0's rmse: 4.07971 valid_1's rmse: 4.08875 [46] valid_0's rmse: 4.06173 valid_1's rmse: 4.07077 [47] valid_0's rmse: 4.05518 valid_1's rmse: 4.06475 [48] valid_0's rmse: 4.0487 valid_1's rmse: 4.05918 [49] valid_0's rmse: 4.03959 valid_1's rmse: 4.05118 [50] valid_0's rmse: 4.03147 valid_1's rmse: 4.04392 [51] valid_0's rmse: 4.0263 valid_1's rmse: 4.04101 [52] valid_0's rmse: 4.01667 valid_1's rmse: 4.03236 [53] valid_0's rmse: 4.00794 valid_1's rmse: 4.02505 [54] valid_0's rmse: 3.99324 valid_1's rmse: 4.01053 [55] valid_0's rmse: 3.98712 valid_1's rmse: 4.00763 [56] valid_0's rmse: 3.97941 valid_1's rmse: 4.00016 [57] valid_0's rmse: 3.97379 valid_1's rmse: 3.99525 [58] valid_0's rmse: 3.96813 valid_1's rmse: 3.99043 [59] valid_0's rmse: 3.96436 valid_1's rmse: 3.98896 [60] valid_0's rmse: 3.95401 valid_1's rmse: 3.97877 [61] valid_0's rmse: 3.95012 valid_1's rmse: 3.97672 [62] valid_0's rmse: 3.94547 valid_1's rmse: 3.97335 [63] valid_0's rmse: 3.94198 valid_1's rmse: 3.97131 [64] valid_0's rmse: 3.93652 valid_1's rmse: 3.96685 [65] valid_0's rmse: 3.92576 valid_1's rmse: 3.95632 [66] valid_0's rmse: 3.91525 valid_1's rmse: 3.946 [67] valid_0's rmse: 3.91055 valid_1's rmse: 3.94188 [68] valid_0's rmse: 3.90587 valid_1's rmse: 3.93828 [69] valid_0's rmse: 3.90246 valid_1's rmse: 3.93553 [70] valid_0's rmse: 3.89304 valid_1's rmse: 3.9271 [71] valid_0's rmse: 3.88997 valid_1's rmse: 3.92487 [72] valid_0's rmse: 3.8865 valid_1's rmse: 3.92333 [73] valid_0's rmse: 3.87944 valid_1's rmse: 3.91639 [74] valid_0's rmse: 3.87272 valid_1's rmse: 3.91031 [75] valid_0's rmse: 3.86778 valid_1's rmse: 3.90603 [76] valid_0's rmse: 3.86418 valid_1's rmse: 3.90304 [77] valid_0's rmse: 3.85658 valid_1's rmse: 3.89588 [78] valid_0's rmse: 3.85398 valid_1's rmse: 3.89373 [79] valid_0's rmse: 3.85005 valid_1's rmse: 3.89154 [80] valid_0's rmse: 3.84437 valid_1's rmse: 3.88594 [81] valid_0's rmse: 3.84112 valid_1's rmse: 3.8846 [82] valid_0's rmse: 3.83789 valid_1's rmse: 3.88177 [83] valid_0's rmse: 3.83354 valid_1's rmse: 3.87805 [84] valid_0's rmse: 3.82988 valid_1's rmse: 3.87704 [85] valid_0's rmse: 3.82291 valid_1's rmse: 3.87053 [86] valid_0's rmse: 3.81965 valid_1's rmse: 3.86787 [87] valid_0's rmse: 3.81635 valid_1's rmse: 3.86486 [88] valid_0's rmse: 3.81171 valid_1's rmse: 3.86053 [89] valid_0's rmse: 3.80851 valid_1's rmse: 3.85707 [90] valid_0's rmse: 3.80604 valid_1's rmse: 3.85626 [91] valid_0's rmse: 3.80293 valid_1's rmse: 3.85468 [92] valid_0's rmse: 3.80059 valid_1's rmse: 3.85254 [93] valid_0's rmse: 3.79848 valid_1's rmse: 3.85206 [94] valid_0's rmse: 3.79636 valid_1's rmse: 3.85127 [95] valid_0's rmse: 3.79174 valid_1's rmse: 3.84748 [96] valid_0's rmse: 3.78831 valid_1's rmse: 3.84418 [97] valid_0's rmse: 3.78267 valid_1's rmse: 3.83858 [98] valid_0's rmse: 3.78069 valid_1's rmse: 3.83779 [99] valid_0's rmse: 3.77665 valid_1's rmse: 3.83408 [100] valid_0's rmse: 3.77289 valid_1's rmse: 3.83102 [101] valid_0's rmse: 3.77016 valid_1's rmse: 3.82931 [102] valid_0's rmse: 3.76715 valid_1's rmse: 3.827 [103] valid_0's rmse: 3.76378 valid_1's rmse: 3.82397 [104] valid_0's rmse: 3.76127 valid_1's rmse: 3.82205 [105] valid_0's rmse: 3.75939 valid_1's rmse: 3.82152 [106] valid_0's rmse: 3.75653 valid_1's rmse: 3.81958 [107] valid_0's rmse: 3.75274 valid_1's rmse: 3.81576 [108] valid_0's rmse: 3.7514 valid_1's rmse: 3.81498 [109] valid_0's rmse: 3.74618 valid_1's rmse: 3.80995 [110] valid_0's rmse: 3.74296 valid_1's rmse: 3.80709 [111] valid_0's rmse: 3.7414 valid_1's rmse: 3.80642 [112] valid_0's rmse: 3.73804 valid_1's rmse: 3.80371 [113] valid_0's rmse: 3.73574 valid_1's rmse: 3.80209 [114] valid_0's rmse: 3.73275 valid_1's rmse: 3.79961 [115] valid_0's rmse: 3.73122 valid_1's rmse: 3.79913 [116] valid_0's rmse: 3.72974 valid_1's rmse: 3.79901 [117] valid_0's rmse: 3.72609 valid_1's rmse: 3.79602 [118] valid_0's rmse: 3.72346 valid_1's rmse: 3.79367 [119] valid_0's rmse: 3.72162 valid_1's rmse: 3.79335 [120] valid_0's rmse: 3.71915 valid_1's rmse: 3.79135 [121] valid_0's rmse: 3.71711 valid_1's rmse: 3.79038 [122] valid_0's rmse: 3.71568 valid_1's rmse: 3.78954 [123] valid_0's rmse: 3.71392 valid_1's rmse: 3.78871 [124] valid_0's rmse: 3.71136 valid_1's rmse: 3.7868 [125] valid_0's rmse: 3.70997 valid_1's rmse: 3.78606 [126] valid_0's rmse: 3.70807 valid_1's rmse: 3.7849 [127] valid_0's rmse: 3.70509 valid_1's rmse: 3.78264 [128] valid_0's rmse: 3.70211 valid_1's rmse: 3.78031 [129] valid_0's rmse: 3.70066 valid_1's rmse: 3.78005 [130] valid_0's rmse: 3.69812 valid_1's rmse: 3.77786 [131] valid_0's rmse: 3.697 valid_1's rmse: 3.77774 [132] valid_0's rmse: 3.69558 valid_1's rmse: 3.77715 [133] valid_0's rmse: 3.69435 valid_1's rmse: 3.77673 [134] valid_0's rmse: 3.69291 valid_1's rmse: 3.77607 [135] valid_0's rmse: 3.69197 valid_1's rmse: 3.77613 [136] valid_0's rmse: 3.6903 valid_1's rmse: 3.77498 [137] valid_0's rmse: 3.68903 valid_1's rmse: 3.77499 [138] valid_0's rmse: 3.68693 valid_1's rmse: 3.77303 [139] valid_0's rmse: 3.68532 valid_1's rmse: 3.77209 [140] valid_0's rmse: 3.68373 valid_1's rmse: 3.7712 [141] valid_0's rmse: 3.68174 valid_1's rmse: 3.77042 [142] valid_0's rmse: 3.67988 valid_1's rmse: 3.7703 [143] valid_0's rmse: 3.67794 valid_1's rmse: 3.77081 [144] valid_0's rmse: 3.67615 valid_1's rmse: 3.77031 [145] valid_0's rmse: 3.67417 valid_1's rmse: 3.76848 [146] valid_0's rmse: 3.67249 valid_1's rmse: 3.76773 [147] valid_0's rmse: 3.67095 valid_1's rmse: 3.76737 [148] valid_0's rmse: 3.66932 valid_1's rmse: 3.7671 [149] valid_0's rmse: 3.66739 valid_1's rmse: 3.76556 [150] valid_0's rmse: 3.66595 valid_1's rmse: 3.76474 [151] valid_0's rmse: 3.66405 valid_1's rmse: 3.76397 [152] valid_0's rmse: 3.66206 valid_1's rmse: 3.76324 [153] valid_0's rmse: 3.66017 valid_1's rmse: 3.76204 [154] valid_0's rmse: 3.65892 valid_1's rmse: 3.76162 [155] valid_0's rmse: 3.65742 valid_1's rmse: 3.761 [156] valid_0's rmse: 3.65532 valid_1's rmse: 3.75967 [157] valid_0's rmse: 3.65426 valid_1's rmse: 3.75935 [158] valid_0's rmse: 3.65359 valid_1's rmse: 3.75929 [159] valid_0's rmse: 3.6517 valid_1's rmse: 3.75851 [160] valid_0's rmse: 3.65033 valid_1's rmse: 3.75822 [161] valid_0's rmse: 3.64881 valid_1's rmse: 3.75802 [162] valid_0's rmse: 3.647 valid_1's rmse: 3.75766 [163] valid_0's rmse: 3.64531 valid_1's rmse: 3.75785 [164] valid_0's rmse: 3.64349 valid_1's rmse: 3.75795 [165] valid_0's rmse: 3.64175 valid_1's rmse: 3.75767 [166] valid_0's rmse: 3.64036 valid_1's rmse: 3.75728 [167] valid_0's rmse: 3.63897 valid_1's rmse: 3.75659 [168] valid_0's rmse: 3.63749 valid_1's rmse: 3.7554 [169] valid_0's rmse: 3.63639 valid_1's rmse: 3.75494 [170] valid_0's rmse: 3.63553 valid_1's rmse: 3.75489 [171] valid_0's rmse: 3.63439 valid_1's rmse: 3.75423 [172] valid_0's rmse: 3.63319 valid_1's rmse: 3.75372 [173] valid_0's rmse: 3.63154 valid_1's rmse: 3.75288 [174] valid_0's rmse: 3.63006 valid_1's rmse: 3.75166 [175] valid_0's rmse: 3.62904 valid_1's rmse: 3.75122 [176] valid_0's rmse: 3.62773 valid_1's rmse: 3.75074 [177] valid_0's rmse: 3.62487 valid_1's rmse: 3.7481 [178] valid_0's rmse: 3.62303 valid_1's rmse: 3.74673 [179] valid_0's rmse: 3.62232 valid_1's rmse: 3.74641 [180] valid_0's rmse: 3.62032 valid_1's rmse: 3.74565 [181] valid_0's rmse: 3.61933 valid_1's rmse: 3.74563 [182] valid_0's rmse: 3.61768 valid_1's rmse: 3.74436 [183] valid_0's rmse: 3.61683 valid_1's rmse: 3.74431 [184] valid_0's rmse: 3.61538 valid_1's rmse: 3.74355 [185] valid_0's rmse: 3.61399 valid_1's rmse: 3.74372 [186] valid_0's rmse: 3.61162 valid_1's rmse: 3.74149 [187] valid_0's rmse: 3.61068 valid_1's rmse: 3.74084 [188] valid_0's rmse: 3.60907 valid_1's rmse: 3.73946 [189] valid_0's rmse: 3.60775 valid_1's rmse: 3.73881 [190] valid_0's rmse: 3.6064 valid_1's rmse: 3.7386 [191] valid_0's rmse: 3.60569 valid_1's rmse: 3.73863 [192] valid_0's rmse: 3.60462 valid_1's rmse: 3.73822 [193] valid_0's rmse: 3.60326 valid_1's rmse: 3.73832 [194] valid_0's rmse: 3.60208 valid_1's rmse: 3.73737 [195] valid_0's rmse: 3.60096 valid_1's rmse: 3.73663 [196] valid_0's rmse: 3.59953 valid_1's rmse: 3.73657 [197] valid_0's rmse: 3.59838 valid_1's rmse: 3.73644 [198] valid_0's rmse: 3.59751 valid_1's rmse: 3.73586 [199] valid_0's rmse: 3.59639 valid_1's rmse: 3.73534 [200] valid_0's rmse: 3.59497 valid_1's rmse: 3.73442 [201] valid_0's rmse: 3.59363 valid_1's rmse: 3.73338 [202] valid_0's rmse: 3.59247 valid_1's rmse: 3.7332 [203] valid_0's rmse: 3.59007 valid_1's rmse: 3.73139 [204] valid_0's rmse: 3.58899 valid_1's rmse: 3.73174 [205] valid_0's rmse: 3.58779 valid_1's rmse: 3.73162 [206] valid_0's rmse: 3.58681 valid_1's rmse: 3.73131 [207] valid_0's rmse: 3.58573 valid_1's rmse: 3.73115 [208] valid_0's rmse: 3.58484 valid_1's rmse: 3.73089 [209] valid_0's rmse: 3.58386 valid_1's rmse: 3.73078 [210] valid_0's rmse: 3.58087 valid_1's rmse: 3.72892 [211] valid_0's rmse: 3.58047 valid_1's rmse: 3.72874 [212] valid_0's rmse: 3.57931 valid_1's rmse: 3.72786 [213] valid_0's rmse: 3.57798 valid_1's rmse: 3.72729 [214] valid_0's rmse: 3.57659 valid_1's rmse: 3.72683 [215] valid_0's rmse: 3.57504 valid_1's rmse: 3.72571 [216] valid_0's rmse: 3.57413 valid_1's rmse: 3.72552 [217] valid_0's rmse: 3.57296 valid_1's rmse: 3.72501 [218] valid_0's rmse: 3.57193 valid_1's rmse: 3.7246 [219] valid_0's rmse: 3.57129 valid_1's rmse: 3.72449 [220] valid_0's rmse: 3.56989 valid_1's rmse: 3.72383 [221] valid_0's rmse: 3.56856 valid_1's rmse: 3.7235 [222] valid_0's rmse: 3.56757 valid_1's rmse: 3.72317 [223] valid_0's rmse: 3.56683 valid_1's rmse: 3.72312 [224] valid_0's rmse: 3.56616 valid_1's rmse: 3.72258 [225] valid_0's rmse: 3.56485 valid_1's rmse: 3.7219 [226] valid_0's rmse: 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valid_1's rmse: 3.66819 [468] valid_0's rmse: 3.38674 valid_1's rmse: 3.66839 [469] valid_0's rmse: 3.38622 valid_1's rmse: 3.66834 [470] valid_0's rmse: 3.38587 valid_1's rmse: 3.66815 [471] valid_0's rmse: 3.38521 valid_1's rmse: 3.66821 [472] valid_0's rmse: 3.38463 valid_1's rmse: 3.66818 [473] valid_0's rmse: 3.38389 valid_1's rmse: 3.66762 [474] valid_0's rmse: 3.38348 valid_1's rmse: 3.6676 [475] valid_0's rmse: 3.38299 valid_1's rmse: 3.66764 [476] valid_0's rmse: 3.38251 valid_1's rmse: 3.66756 [477] valid_0's rmse: 3.38193 valid_1's rmse: 3.66722 [478] valid_0's rmse: 3.38131 valid_1's rmse: 3.66699 [479] valid_0's rmse: 3.38091 valid_1's rmse: 3.66697 [480] valid_0's rmse: 3.38035 valid_1's rmse: 3.66666 [481] valid_0's rmse: 3.37938 valid_1's rmse: 3.66617 [482] valid_0's rmse: 3.37882 valid_1's rmse: 3.66588 [483] valid_0's rmse: 3.37845 valid_1's rmse: 3.66578 [484] valid_0's rmse: 3.37791 valid_1's rmse: 3.6657 [485] valid_0's rmse: 3.37735 valid_1's rmse: 3.66552 [486] valid_0's rmse: 3.37685 valid_1's rmse: 3.66516 [487] valid_0's rmse: 3.3765 valid_1's rmse: 3.6651 [488] valid_0's rmse: 3.3761 valid_1's rmse: 3.66504 [489] valid_0's rmse: 3.37576 valid_1's rmse: 3.66505 [490] valid_0's rmse: 3.3754 valid_1's rmse: 3.66491 [491] valid_0's rmse: 3.37483 valid_1's rmse: 3.66459 [492] valid_0's rmse: 3.37435 valid_1's rmse: 3.6643 [493] valid_0's rmse: 3.37372 valid_1's rmse: 3.66384 [494] valid_0's rmse: 3.37333 valid_1's rmse: 3.66399 [495] valid_0's rmse: 3.37287 valid_1's rmse: 3.66391 [496] valid_0's rmse: 3.37225 valid_1's rmse: 3.6641 [497] valid_0's rmse: 3.37143 valid_1's rmse: 3.66335 [498] valid_0's rmse: 3.37112 valid_1's rmse: 3.66337 [499] valid_0's rmse: 3.37048 valid_1's rmse: 3.66305 [500] valid_0's rmse: 3.36986 valid_1's rmse: 3.66269 [501] valid_0's rmse: 3.36936 valid_1's rmse: 3.66233 [502] valid_0's rmse: 3.36899 valid_1's rmse: 3.66229 [503] valid_0's rmse: 3.36827 valid_1's rmse: 3.66209 [504] valid_0's rmse: 3.36777 valid_1's rmse: 3.6623 [505] valid_0's rmse: 3.36703 valid_1's rmse: 3.66209 [506] valid_0's rmse: 3.36653 valid_1's rmse: 3.66233 [507] valid_0's rmse: 3.36616 valid_1's rmse: 3.66203 [508] valid_0's rmse: 3.36565 valid_1's rmse: 3.66221 [509] valid_0's rmse: 3.36516 valid_1's rmse: 3.66199 [510] valid_0's rmse: 3.36441 valid_1's rmse: 3.66173 [511] valid_0's rmse: 3.36383 valid_1's rmse: 3.66161 [512] valid_0's rmse: 3.36342 valid_1's rmse: 3.66145 [513] valid_0's rmse: 3.363 valid_1's rmse: 3.66132 [514] valid_0's rmse: 3.36257 valid_1's rmse: 3.66122 [515] valid_0's rmse: 3.36215 valid_1's rmse: 3.66099 [516] valid_0's rmse: 3.36175 valid_1's rmse: 3.66085 [517] valid_0's rmse: 3.36141 valid_1's rmse: 3.66072 [518] valid_0's rmse: 3.36089 valid_1's rmse: 3.6606 [519] valid_0's rmse: 3.36035 valid_1's rmse: 3.66053 [520] valid_0's rmse: 3.35991 valid_1's rmse: 3.66044 [521] valid_0's rmse: 3.35942 valid_1's rmse: 3.6604 [522] valid_0's rmse: 3.35889 valid_1's rmse: 3.66051 [523] valid_0's rmse: 3.35829 valid_1's rmse: 3.66019 [524] valid_0's rmse: 3.35793 valid_1's rmse: 3.6603 [525] valid_0's rmse: 3.35755 valid_1's rmse: 3.66008 [526] valid_0's rmse: 3.357 valid_1's rmse: 3.66001 [527] valid_0's rmse: 3.35622 valid_1's rmse: 3.65943 [528] valid_0's rmse: 3.35574 valid_1's rmse: 3.6594 [529] valid_0's rmse: 3.35517 valid_1's rmse: 3.65916 [530] valid_0's rmse: 3.3549 valid_1's rmse: 3.65909 [531] valid_0's rmse: 3.3544 valid_1's rmse: 3.65927 [532] valid_0's rmse: 3.35403 valid_1's rmse: 3.65916 [533] valid_0's rmse: 3.35345 valid_1's rmse: 3.65889 [534] valid_0's rmse: 3.3529 valid_1's rmse: 3.65857 [535] valid_0's rmse: 3.35231 valid_1's rmse: 3.65826 [536] valid_0's rmse: 3.35152 valid_1's rmse: 3.6579 [537] valid_0's rmse: 3.35105 valid_1's rmse: 3.65793 [538] valid_0's rmse: 3.35057 valid_1's rmse: 3.65776 [539] valid_0's rmse: 3.35026 valid_1's rmse: 3.65784 [540] valid_0's rmse: 3.34986 valid_1's rmse: 3.65777 [541] valid_0's rmse: 3.34934 valid_1's rmse: 3.65778 [542] valid_0's rmse: 3.3489 valid_1's rmse: 3.65774 [543] valid_0's rmse: 3.34848 valid_1's rmse: 3.65791 [544] valid_0's rmse: 3.34809 valid_1's rmse: 3.65797 [545] valid_0's rmse: 3.34766 valid_1's rmse: 3.65811 [546] valid_0's rmse: 3.34753 valid_1's rmse: 3.65814 [547] valid_0's rmse: 3.34708 valid_1's rmse: 3.65836 [548] valid_0's rmse: 3.34683 valid_1's rmse: 3.65826 [549] valid_0's rmse: 3.34645 valid_1's rmse: 3.65831 [550] valid_0's rmse: 3.34596 valid_1's rmse: 3.65814 [551] valid_0's rmse: 3.34551 valid_1's rmse: 3.65823 [552] valid_0's rmse: 3.34476 valid_1's rmse: 3.65823 [553] valid_0's rmse: 3.34447 valid_1's rmse: 3.6583 [554] valid_0's rmse: 3.34401 valid_1's rmse: 3.65856 [555] valid_0's rmse: 3.34377 valid_1's rmse: 3.65849 [556] valid_0's rmse: 3.34362 valid_1's rmse: 3.65852 [557] valid_0's rmse: 3.34342 valid_1's rmse: 3.65847 [558] valid_0's rmse: 3.34304 valid_1's rmse: 3.65846 [559] valid_0's rmse: 3.34193 valid_1's rmse: 3.65769 [560] valid_0's rmse: 3.3415 valid_1's rmse: 3.65754 [561] valid_0's rmse: 3.34111 valid_1's rmse: 3.65735 [562] valid_0's rmse: 3.34048 valid_1's rmse: 3.65707 [563] valid_0's rmse: 3.34 valid_1's rmse: 3.65689 [564] valid_0's rmse: 3.33936 valid_1's rmse: 3.6572 [565] valid_0's rmse: 3.33895 valid_1's rmse: 3.65711 [566] valid_0's rmse: 3.33863 valid_1's rmse: 3.65683 [567] valid_0's rmse: 3.33829 valid_1's rmse: 3.6567 [568] valid_0's rmse: 3.33786 valid_1's rmse: 3.65657 [569] valid_0's rmse: 3.33765 valid_1's rmse: 3.65657 [570] valid_0's rmse: 3.3372 valid_1's rmse: 3.65652 [571] valid_0's rmse: 3.33677 valid_1's rmse: 3.6564 [572] valid_0's rmse: 3.33605 valid_1's rmse: 3.65636 [573] valid_0's rmse: 3.33578 valid_1's rmse: 3.65624 [574] valid_0's rmse: 3.33519 valid_1's rmse: 3.656 [575] valid_0's rmse: 3.33473 valid_1's rmse: 3.65593 [576] valid_0's rmse: 3.33414 valid_1's rmse: 3.65602 [577] valid_0's rmse: 3.33356 valid_1's rmse: 3.65613 [578] valid_0's rmse: 3.33328 valid_1's rmse: 3.65614 [579] valid_0's rmse: 3.33271 valid_1's rmse: 3.65577 [580] valid_0's rmse: 3.33223 valid_1's rmse: 3.65573 [581] valid_0's rmse: 3.33185 valid_1's rmse: 3.65581 [582] valid_0's rmse: 3.33148 valid_1's rmse: 3.65576 [583] valid_0's rmse: 3.3309 valid_1's rmse: 3.6558 [584] valid_0's rmse: 3.33041 valid_1's rmse: 3.65567 [585] valid_0's rmse: 3.33018 valid_1's rmse: 3.65571 [586] valid_0's rmse: 3.32978 valid_1's rmse: 3.65565 [587] valid_0's rmse: 3.32931 valid_1's rmse: 3.65556 [588] valid_0's rmse: 3.32871 valid_1's rmse: 3.65611 [589] valid_0's rmse: 3.32781 valid_1's rmse: 3.65557 [590] valid_0's rmse: 3.32754 valid_1's rmse: 3.65557 [591] valid_0's rmse: 3.3273 valid_1's rmse: 3.65555 [592] valid_0's rmse: 3.32709 valid_1's rmse: 3.65555 [593] valid_0's rmse: 3.32665 valid_1's rmse: 3.6554 [594] valid_0's rmse: 3.32615 valid_1's rmse: 3.65532 [595] valid_0's rmse: 3.32566 valid_1's rmse: 3.65522 [596] valid_0's rmse: 3.32527 valid_1's rmse: 3.65503 [597] valid_0's rmse: 3.32484 valid_1's rmse: 3.65496 [598] valid_0's rmse: 3.32455 valid_1's rmse: 3.65489 [599] valid_0's rmse: 3.32435 valid_1's rmse: 3.65485 [600] valid_0's rmse: 3.32375 valid_1's rmse: 3.65458 [601] valid_0's rmse: 3.32335 valid_1's rmse: 3.65472 [602] valid_0's rmse: 3.32301 valid_1's rmse: 3.65466 [603] valid_0's rmse: 3.32262 valid_1's rmse: 3.65452 [604] valid_0's rmse: 3.3223 valid_1's rmse: 3.65441 [605] valid_0's rmse: 3.32213 valid_1's rmse: 3.65435 [606] valid_0's rmse: 3.32169 valid_1's rmse: 3.65437 [607] valid_0's rmse: 3.32137 valid_1's rmse: 3.65432 [608] valid_0's rmse: 3.32089 valid_1's rmse: 3.65403 [609] valid_0's rmse: 3.32055 valid_1's rmse: 3.65398 [610] valid_0's rmse: 3.32033 valid_1's rmse: 3.65391 [611] valid_0's rmse: 3.31997 valid_1's rmse: 3.65376 [612] valid_0's rmse: 3.31949 valid_1's rmse: 3.65377 [613] valid_0's rmse: 3.31924 valid_1's rmse: 3.65381 [614] valid_0's rmse: 3.31902 valid_1's rmse: 3.65382 [615] valid_0's rmse: 3.31871 valid_1's rmse: 3.6538 [616] valid_0's rmse: 3.31835 valid_1's rmse: 3.65363 [617] valid_0's rmse: 3.31796 valid_1's rmse: 3.65362 [618] valid_0's rmse: 3.3175 valid_1's rmse: 3.65379 [619] valid_0's rmse: 3.31724 valid_1's rmse: 3.65376 [620] valid_0's rmse: 3.31686 valid_1's rmse: 3.65368 [621] valid_0's rmse: 3.31636 valid_1's rmse: 3.6535 [622] valid_0's rmse: 3.31603 valid_1's rmse: 3.65351 [623] valid_0's rmse: 3.31557 valid_1's rmse: 3.65336 [624] valid_0's rmse: 3.3152 valid_1's rmse: 3.65328 [625] valid_0's rmse: 3.31482 valid_1's rmse: 3.65343 [626] valid_0's rmse: 3.31443 valid_1's rmse: 3.65326 [627] valid_0's rmse: 3.31396 valid_1's rmse: 3.65311 [628] valid_0's rmse: 3.31355 valid_1's rmse: 3.65303 [629] valid_0's rmse: 3.31311 valid_1's rmse: 3.65332 [630] valid_0's rmse: 3.31269 valid_1's rmse: 3.65347 [631] valid_0's rmse: 3.31232 valid_1's rmse: 3.6534 [632] valid_0's rmse: 3.31175 valid_1's rmse: 3.65316 [633] valid_0's rmse: 3.31139 valid_1's rmse: 3.65308 [634] valid_0's rmse: 3.31127 valid_1's rmse: 3.65299 [635] valid_0's rmse: 3.31011 valid_1's rmse: 3.65202 [636] valid_0's rmse: 3.30966 valid_1's rmse: 3.65222 [637] valid_0's rmse: 3.30929 valid_1's rmse: 3.65227 [638] valid_0's rmse: 3.3088 valid_1's rmse: 3.65211 [639] valid_0's rmse: 3.30836 valid_1's rmse: 3.65192 [640] valid_0's rmse: 3.30806 valid_1's rmse: 3.65183 [641] valid_0's rmse: 3.30762 valid_1's rmse: 3.65153 [642] valid_0's rmse: 3.30713 valid_1's rmse: 3.65173 [643] valid_0's rmse: 3.30684 valid_1's rmse: 3.65173 [644] valid_0's rmse: 3.30658 valid_1's rmse: 3.6518 [645] valid_0's rmse: 3.30623 valid_1's rmse: 3.65189 [646] valid_0's rmse: 3.30582 valid_1's rmse: 3.65199 [647] valid_0's rmse: 3.30536 valid_1's rmse: 3.65209 [648] valid_0's rmse: 3.30492 valid_1's rmse: 3.65213 [649] valid_0's rmse: 3.30446 valid_1's rmse: 3.65192 [650] valid_0's rmse: 3.30407 valid_1's rmse: 3.65178 [651] valid_0's rmse: 3.3037 valid_1's rmse: 3.65171 [652] valid_0's rmse: 3.30324 valid_1's rmse: 3.65156 [653] valid_0's rmse: 3.30289 valid_1's rmse: 3.65187 [654] valid_0's rmse: 3.30262 valid_1's rmse: 3.65189 [655] valid_0's rmse: 3.30233 valid_1's rmse: 3.65172 [656] valid_0's rmse: 3.30197 valid_1's rmse: 3.65163 [657] valid_0's rmse: 3.30168 valid_1's rmse: 3.65157 [658] valid_0's rmse: 3.30136 valid_1's rmse: 3.65169 [659] valid_0's rmse: 3.30089 valid_1's rmse: 3.65208 [660] valid_0's rmse: 3.30053 valid_1's rmse: 3.65208 [661] valid_0's rmse: 3.30016 valid_1's rmse: 3.65248 Early stopping, best iteration is: [641] valid_0's rmse: 3.30762 valid_1's rmse: 3.65153 SCORE: 3.6515290779186165 [1] valid_0's rmse: 8.96997 valid_1's rmse: 8.92875 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37389 valid_1's rmse: 8.33394 [3] valid_0's rmse: 7.85567 valid_1's rmse: 7.81707 [4] valid_0's rmse: 7.39539 valid_1's rmse: 7.35765 [5] valid_0's rmse: 6.97232 valid_1's rmse: 6.93588 [6] valid_0's rmse: 6.63064 valid_1's rmse: 6.59534 [7] valid_0's rmse: 6.33111 valid_1's rmse: 6.29682 [8] valid_0's rmse: 6.06904 valid_1's rmse: 6.03565 [9] valid_0's rmse: 5.83513 valid_1's rmse: 5.80246 [10] valid_0's rmse: 5.63729 valid_1's rmse: 5.60565 [11] valid_0's rmse: 5.46809 valid_1's rmse: 5.43644 [12] valid_0's rmse: 5.32696 valid_1's rmse: 5.29634 [13] valid_0's rmse: 5.20491 valid_1's rmse: 5.17551 [14] valid_0's rmse: 5.06219 valid_1's rmse: 5.03354 [15] valid_0's rmse: 4.96196 valid_1's rmse: 4.93403 [16] valid_0's rmse: 4.86892 valid_1's rmse: 4.84164 [17] valid_0's rmse: 4.77605 valid_1's rmse: 4.74889 [18] valid_0's rmse: 4.71206 valid_1's rmse: 4.68681 [19] valid_0's rmse: 4.6532 valid_1's rmse: 4.62912 [20] valid_0's rmse: 4.59671 valid_1's rmse: 4.57428 [21] valid_0's rmse: 4.55526 valid_1's rmse: 4.53456 [22] valid_0's rmse: 4.51541 valid_1's rmse: 4.49497 [23] valid_0's rmse: 4.47372 valid_1's rmse: 4.45434 [24] valid_0's rmse: 4.43653 valid_1's rmse: 4.41723 [25] valid_0's rmse: 4.39644 valid_1's rmse: 4.3781 [26] valid_0's rmse: 4.36621 valid_1's rmse: 4.34972 [27] valid_0's rmse: 4.32723 valid_1's rmse: 4.31085 [28] valid_0's rmse: 4.30191 valid_1's rmse: 4.28663 [29] valid_0's rmse: 4.28252 valid_1's rmse: 4.26882 [30] valid_0's rmse: 4.2667 valid_1's rmse: 4.2546 [31] valid_0's rmse: 4.23847 valid_1's rmse: 4.22783 [32] valid_0's rmse: 4.21472 valid_1's rmse: 4.20426 [33] valid_0's rmse: 4.19493 valid_1's rmse: 4.18495 [34] valid_0's rmse: 4.17009 valid_1's rmse: 4.16002 [35] valid_0's rmse: 4.15247 valid_1's rmse: 4.14296 [36] valid_0's rmse: 4.14058 valid_1's rmse: 4.13217 [37] valid_0's rmse: 4.12776 valid_1's rmse: 4.12047 [38] valid_0's rmse: 4.11637 valid_1's rmse: 4.11075 [39] valid_0's rmse: 4.10735 valid_1's rmse: 4.1018 [40] valid_0's rmse: 4.09721 valid_1's rmse: 4.09229 [41] valid_0's rmse: 4.08043 valid_1's rmse: 4.07567 [42] valid_0's rmse: 4.06349 valid_1's rmse: 4.05855 [43] valid_0's rmse: 4.05642 valid_1's rmse: 4.05419 [44] valid_0's rmse: 4.04966 valid_1's rmse: 4.04863 [45] valid_0's rmse: 4.04215 valid_1's rmse: 4.04255 [46] valid_0's rmse: 4.03462 valid_1's rmse: 4.03593 [47] valid_0's rmse: 4.02654 valid_1's rmse: 4.02836 [48] valid_0's rmse: 4.01905 valid_1's rmse: 4.02166 [49] valid_0's rmse: 4.01182 valid_1's rmse: 4.01509 [50] valid_0's rmse: 4.00493 valid_1's rmse: 4.00896 [51] valid_0's rmse: 3.99279 valid_1's rmse: 3.99831 [52] valid_0's rmse: 3.98513 valid_1's rmse: 3.99167 [53] valid_0's rmse: 3.9793 valid_1's rmse: 3.98658 [54] valid_0's rmse: 3.97443 valid_1's rmse: 3.9845 [55] valid_0's rmse: 3.96608 valid_1's rmse: 3.9773 [56] valid_0's rmse: 3.96136 valid_1's rmse: 3.97355 [57] valid_0's rmse: 3.95702 valid_1's rmse: 3.97138 [58] valid_0's rmse: 3.95149 valid_1's rmse: 3.967 [59] valid_0's rmse: 3.94706 valid_1's rmse: 3.96353 [60] valid_0's rmse: 3.94243 valid_1's rmse: 3.95958 [61] valid_0's rmse: 3.93413 valid_1's rmse: 3.95139 [62] valid_0's rmse: 3.92755 valid_1's rmse: 3.94665 [63] valid_0's rmse: 3.92398 valid_1's rmse: 3.94497 [64] valid_0's rmse: 3.91749 valid_1's rmse: 3.93953 [65] valid_0's rmse: 3.91106 valid_1's rmse: 3.93412 [66] valid_0's rmse: 3.90561 valid_1's rmse: 3.92975 [67] valid_0's rmse: 3.90138 valid_1's rmse: 3.92592 [68] valid_0's rmse: 3.89671 valid_1's rmse: 3.92314 [69] valid_0's rmse: 3.89063 valid_1's rmse: 3.91746 [70] valid_0's rmse: 3.88712 valid_1's rmse: 3.91437 [71] valid_0's rmse: 3.88351 valid_1's rmse: 3.91138 [72] valid_0's rmse: 3.87622 valid_1's rmse: 3.90419 [73] valid_0's rmse: 3.87321 valid_1's rmse: 3.90187 [74] valid_0's rmse: 3.86951 valid_1's rmse: 3.90062 [75] valid_0's rmse: 3.86596 valid_1's rmse: 3.89794 [76] valid_0's rmse: 3.85882 valid_1's rmse: 3.89128 [77] valid_0's rmse: 3.85489 valid_1's rmse: 3.88856 [78] valid_0's rmse: 3.85221 valid_1's rmse: 3.88707 [79] valid_0's rmse: 3.84573 valid_1's rmse: 3.88102 [80] valid_0's rmse: 3.8417 valid_1's rmse: 3.87748 [81] valid_0's rmse: 3.83649 valid_1's rmse: 3.87381 [82] valid_0's rmse: 3.8302 valid_1's rmse: 3.86867 [83] valid_0's rmse: 3.8266 valid_1's rmse: 3.86615 [84] valid_0's rmse: 3.8233 valid_1's rmse: 3.86366 [85] valid_0's rmse: 3.81854 valid_1's rmse: 3.8594 [86] valid_0's rmse: 3.81549 valid_1's rmse: 3.85716 [87] valid_0's rmse: 3.81151 valid_1's rmse: 3.8543 [88] valid_0's rmse: 3.80775 valid_1's rmse: 3.85081 [89] valid_0's rmse: 3.80448 valid_1's rmse: 3.84911 [90] valid_0's rmse: 3.80238 valid_1's rmse: 3.84817 [91] valid_0's rmse: 3.79972 valid_1's rmse: 3.84731 [92] valid_0's rmse: 3.79762 valid_1's rmse: 3.846 [93] valid_0's rmse: 3.79277 valid_1's rmse: 3.84187 [94] valid_0's rmse: 3.79065 valid_1's rmse: 3.84087 [95] valid_0's rmse: 3.78859 valid_1's rmse: 3.84005 [96] valid_0's rmse: 3.78535 valid_1's rmse: 3.83794 [97] valid_0's rmse: 3.78184 valid_1's rmse: 3.8347 [98] valid_0's rmse: 3.77671 valid_1's rmse: 3.82996 [99] valid_0's rmse: 3.77393 valid_1's rmse: 3.82794 [100] valid_0's rmse: 3.77225 valid_1's rmse: 3.82711 [101] valid_0's rmse: 3.76858 valid_1's rmse: 3.82351 [102] valid_0's rmse: 3.76585 valid_1's rmse: 3.82139 [103] valid_0's rmse: 3.76272 valid_1's rmse: 3.81926 [104] valid_0's rmse: 3.76081 valid_1's rmse: 3.81879 [105] valid_0's rmse: 3.7582 valid_1's rmse: 3.81871 [106] valid_0's rmse: 3.75592 valid_1's rmse: 3.81746 [107] valid_0's rmse: 3.75165 valid_1's rmse: 3.8136 [108] valid_0's rmse: 3.74925 valid_1's rmse: 3.81163 [109] valid_0's rmse: 3.74695 valid_1's rmse: 3.8105 [110] valid_0's rmse: 3.74534 valid_1's rmse: 3.80969 [111] valid_0's rmse: 3.74204 valid_1's rmse: 3.80673 [112] valid_0's rmse: 3.73798 valid_1's rmse: 3.80305 [113] valid_0's rmse: 3.73626 valid_1's rmse: 3.80207 [114] valid_0's rmse: 3.73483 valid_1's rmse: 3.80126 [115] 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3.45877 valid_1's rmse: 3.68592 [357] valid_0's rmse: 3.4579 valid_1's rmse: 3.68547 [358] valid_0's rmse: 3.45739 valid_1's rmse: 3.68532 [359] valid_0's rmse: 3.45652 valid_1's rmse: 3.68513 [360] valid_0's rmse: 3.45567 valid_1's rmse: 3.68516 [361] valid_0's rmse: 3.45519 valid_1's rmse: 3.68519 [362] valid_0's rmse: 3.45426 valid_1's rmse: 3.68506 [363] valid_0's rmse: 3.45363 valid_1's rmse: 3.68456 [364] valid_0's rmse: 3.45312 valid_1's rmse: 3.68449 [365] valid_0's rmse: 3.45231 valid_1's rmse: 3.68401 [366] valid_0's rmse: 3.45166 valid_1's rmse: 3.68404 [367] valid_0's rmse: 3.45107 valid_1's rmse: 3.68366 [368] valid_0's rmse: 3.44961 valid_1's rmse: 3.68244 [369] valid_0's rmse: 3.44902 valid_1's rmse: 3.68206 [370] valid_0's rmse: 3.44831 valid_1's rmse: 3.68162 [371] valid_0's rmse: 3.44765 valid_1's rmse: 3.68166 [372] valid_0's rmse: 3.44715 valid_1's rmse: 3.68187 [373] valid_0's rmse: 3.44664 valid_1's rmse: 3.68174 [374] valid_0's rmse: 3.44616 valid_1's rmse: 3.6815 [375] valid_0's rmse: 3.44567 valid_1's rmse: 3.68158 [376] valid_0's rmse: 3.44537 valid_1's rmse: 3.68147 [377] valid_0's rmse: 3.44443 valid_1's rmse: 3.68141 [378] valid_0's rmse: 3.44394 valid_1's rmse: 3.68115 [379] valid_0's rmse: 3.44321 valid_1's rmse: 3.68118 [380] valid_0's rmse: 3.44256 valid_1's rmse: 3.68127 [381] valid_0's rmse: 3.44185 valid_1's rmse: 3.68101 [382] valid_0's rmse: 3.44127 valid_1's rmse: 3.6808 [383] valid_0's rmse: 3.44042 valid_1's rmse: 3.68022 [384] valid_0's rmse: 3.43968 valid_1's rmse: 3.6801 [385] valid_0's rmse: 3.43897 valid_1's rmse: 3.68003 [386] valid_0's rmse: 3.43842 valid_1's rmse: 3.67994 [387] valid_0's rmse: 3.43799 valid_1's rmse: 3.67993 [388] valid_0's rmse: 3.43747 valid_1's rmse: 3.6801 [389] valid_0's rmse: 3.43633 valid_1's rmse: 3.67919 [390] valid_0's rmse: 3.43579 valid_1's rmse: 3.67882 [391] valid_0's rmse: 3.43518 valid_1's rmse: 3.67832 [392] valid_0's rmse: 3.43463 valid_1's rmse: 3.67824 [393] valid_0's rmse: 3.43361 valid_1's rmse: 3.67836 [394] valid_0's rmse: 3.43311 valid_1's rmse: 3.67823 [395] valid_0's rmse: 3.43293 valid_1's rmse: 3.67818 [396] valid_0's rmse: 3.43224 valid_1's rmse: 3.67814 [397] valid_0's rmse: 3.43156 valid_1's rmse: 3.67808 [398] valid_0's rmse: 3.43131 valid_1's rmse: 3.6781 [399] valid_0's rmse: 3.43081 valid_1's rmse: 3.67822 [400] valid_0's rmse: 3.43013 valid_1's rmse: 3.67776 [401] valid_0's rmse: 3.42937 valid_1's rmse: 3.67707 [402] valid_0's rmse: 3.42844 valid_1's rmse: 3.67671 [403] valid_0's rmse: 3.42828 valid_1's rmse: 3.67673 [404] valid_0's rmse: 3.42761 valid_1's rmse: 3.67646 [405] valid_0's rmse: 3.42698 valid_1's rmse: 3.67609 [406] valid_0's rmse: 3.42653 valid_1's rmse: 3.67615 [407] valid_0's rmse: 3.42573 valid_1's rmse: 3.67558 [408] valid_0's rmse: 3.42515 valid_1's rmse: 3.67561 [409] valid_0's rmse: 3.42458 valid_1's rmse: 3.67544 [410] valid_0's rmse: 3.42399 valid_1's rmse: 3.67525 [411] valid_0's rmse: 3.42351 valid_1's rmse: 3.67549 [412] valid_0's rmse: 3.42275 valid_1's rmse: 3.67537 [413] valid_0's rmse: 3.42207 valid_1's rmse: 3.675 [414] valid_0's rmse: 3.42163 valid_1's rmse: 3.67495 [415] valid_0's rmse: 3.42113 valid_1's rmse: 3.67487 [416] valid_0's rmse: 3.42047 valid_1's rmse: 3.67451 [417] valid_0's rmse: 3.42002 valid_1's rmse: 3.67458 [418] valid_0's rmse: 3.41952 valid_1's rmse: 3.67454 [419] valid_0's rmse: 3.41917 valid_1's rmse: 3.67446 [420] valid_0's rmse: 3.41853 valid_1's rmse: 3.67456 [421] valid_0's rmse: 3.41746 valid_1's rmse: 3.67385 [422] valid_0's rmse: 3.417 valid_1's rmse: 3.67396 [423] valid_0's rmse: 3.41646 valid_1's rmse: 3.67406 [424] valid_0's rmse: 3.4158 valid_1's rmse: 3.6741 [425] valid_0's rmse: 3.41493 valid_1's rmse: 3.6739 [426] valid_0's rmse: 3.41444 valid_1's rmse: 3.6741 [427] valid_0's rmse: 3.41399 valid_1's rmse: 3.6739 [428] valid_0's rmse: 3.4134 valid_1's rmse: 3.67402 [429] valid_0's rmse: 3.41242 valid_1's rmse: 3.67332 [430] valid_0's rmse: 3.41198 valid_1's rmse: 3.6733 [431] valid_0's rmse: 3.41134 valid_1's rmse: 3.67301 [432] valid_0's rmse: 3.41092 valid_1's rmse: 3.67297 [433] valid_0's rmse: 3.41059 valid_1's rmse: 3.67297 [434] valid_0's rmse: 3.41009 valid_1's rmse: 3.67303 [435] valid_0's rmse: 3.40959 valid_1's rmse: 3.67305 [436] valid_0's rmse: 3.40877 valid_1's rmse: 3.67246 [437] valid_0's rmse: 3.40786 valid_1's rmse: 3.6718 [438] valid_0's rmse: 3.40747 valid_1's rmse: 3.67198 [439] valid_0's rmse: 3.40723 valid_1's rmse: 3.67198 [440] valid_0's rmse: 3.40687 valid_1's rmse: 3.67195 [441] valid_0's rmse: 3.40642 valid_1's rmse: 3.67193 [442] valid_0's rmse: 3.40577 valid_1's rmse: 3.67184 [443] valid_0's rmse: 3.40535 valid_1's rmse: 3.67172 [444] valid_0's rmse: 3.40456 valid_1's rmse: 3.67182 [445] valid_0's rmse: 3.40389 valid_1's rmse: 3.67157 [446] valid_0's rmse: 3.40333 valid_1's rmse: 3.67151 [447] valid_0's rmse: 3.40266 valid_1's rmse: 3.67145 [448] valid_0's rmse: 3.40206 valid_1's rmse: 3.67134 [449] valid_0's rmse: 3.40171 valid_1's rmse: 3.67137 [450] valid_0's rmse: 3.40121 valid_1's rmse: 3.67162 [451] valid_0's rmse: 3.40043 valid_1's rmse: 3.67192 [452] valid_0's rmse: 3.39986 valid_1's rmse: 3.67146 [453] valid_0's rmse: 3.3994 valid_1's rmse: 3.67127 [454] valid_0's rmse: 3.39911 valid_1's rmse: 3.67113 [455] valid_0's rmse: 3.39874 valid_1's rmse: 3.67116 [456] valid_0's rmse: 3.39808 valid_1's rmse: 3.67101 [457] valid_0's rmse: 3.39742 valid_1's rmse: 3.67059 [458] valid_0's rmse: 3.39681 valid_1's rmse: 3.67077 [459] valid_0's rmse: 3.39643 valid_1's rmse: 3.67076 [460] valid_0's rmse: 3.39617 valid_1's rmse: 3.67085 [461] valid_0's rmse: 3.39572 valid_1's rmse: 3.67075 [462] valid_0's rmse: 3.39538 valid_1's rmse: 3.67073 [463] valid_0's rmse: 3.39492 valid_1's rmse: 3.67069 [464] valid_0's rmse: 3.39443 valid_1's rmse: 3.67059 [465] valid_0's rmse: 3.39385 valid_1's rmse: 3.67043 [466] valid_0's rmse: 3.39333 valid_1's rmse: 3.67037 [467] valid_0's rmse: 3.39294 valid_1's rmse: 3.67007 [468] valid_0's rmse: 3.39249 valid_1's rmse: 3.67007 [469] valid_0's rmse: 3.39228 valid_1's rmse: 3.67012 [470] valid_0's rmse: 3.39157 valid_1's rmse: 3.67018 [471] valid_0's rmse: 3.39125 valid_1's rmse: 3.67032 [472] valid_0's rmse: 3.39085 valid_1's rmse: 3.67034 [473] valid_0's rmse: 3.39031 valid_1's rmse: 3.6702 [474] valid_0's rmse: 3.38966 valid_1's rmse: 3.67037 [475] valid_0's rmse: 3.38902 valid_1's rmse: 3.67066 [476] valid_0's rmse: 3.38856 valid_1's rmse: 3.67042 [477] valid_0's rmse: 3.38807 valid_1's rmse: 3.67037 [478] valid_0's rmse: 3.38723 valid_1's rmse: 3.67001 [479] valid_0's rmse: 3.38661 valid_1's rmse: 3.66969 [480] valid_0's rmse: 3.38617 valid_1's rmse: 3.66961 [481] valid_0's rmse: 3.38562 valid_1's rmse: 3.6695 [482] valid_0's rmse: 3.38513 valid_1's rmse: 3.66929 [483] valid_0's rmse: 3.38479 valid_1's rmse: 3.66918 [484] valid_0's rmse: 3.3842 valid_1's rmse: 3.6691 [485] valid_0's rmse: 3.38347 valid_1's rmse: 3.66926 [486] valid_0's rmse: 3.38292 valid_1's rmse: 3.66916 [487] valid_0's rmse: 3.38235 valid_1's rmse: 3.6691 [488] valid_0's rmse: 3.382 valid_1's rmse: 3.66908 [489] valid_0's rmse: 3.38159 valid_1's rmse: 3.6689 [490] valid_0's rmse: 3.3808 valid_1's rmse: 3.66844 [491] valid_0's rmse: 3.3804 valid_1's rmse: 3.6682 [492] valid_0's rmse: 3.37991 valid_1's rmse: 3.66804 [493] valid_0's rmse: 3.37938 valid_1's rmse: 3.66785 [494] valid_0's rmse: 3.379 valid_1's rmse: 3.6676 [495] valid_0's rmse: 3.37843 valid_1's rmse: 3.66723 [496] valid_0's rmse: 3.37799 valid_1's rmse: 3.66706 [497] valid_0's rmse: 3.37746 valid_1's rmse: 3.66692 [498] valid_0's rmse: 3.37685 valid_1's rmse: 3.66678 [499] valid_0's rmse: 3.37665 valid_1's rmse: 3.66676 [500] valid_0's rmse: 3.37631 valid_1's rmse: 3.66667 [501] valid_0's rmse: 3.37559 valid_1's rmse: 3.66689 [502] valid_0's rmse: 3.37493 valid_1's rmse: 3.66674 [503] valid_0's rmse: 3.37455 valid_1's rmse: 3.66668 [504] valid_0's rmse: 3.37414 valid_1's rmse: 3.66679 [505] valid_0's rmse: 3.3738 valid_1's rmse: 3.66684 [506] valid_0's rmse: 3.37316 valid_1's rmse: 3.66739 [507] valid_0's rmse: 3.37275 valid_1's rmse: 3.6675 [508] valid_0's rmse: 3.37256 valid_1's rmse: 3.66745 [509] valid_0's rmse: 3.37219 valid_1's rmse: 3.66748 [510] valid_0's rmse: 3.3718 valid_1's rmse: 3.66752 [511] valid_0's rmse: 3.37095 valid_1's rmse: 3.66686 [512] valid_0's rmse: 3.37069 valid_1's rmse: 3.6668 [513] valid_0's rmse: 3.37023 valid_1's rmse: 3.66652 [514] valid_0's rmse: 3.36967 valid_1's rmse: 3.66635 [515] valid_0's rmse: 3.36902 valid_1's rmse: 3.66613 [516] valid_0's rmse: 3.36868 valid_1's rmse: 3.66603 [517] valid_0's rmse: 3.36836 valid_1's rmse: 3.66599 [518] valid_0's rmse: 3.36816 valid_1's rmse: 3.66594 [519] valid_0's rmse: 3.36781 valid_1's rmse: 3.66584 [520] valid_0's rmse: 3.36722 valid_1's rmse: 3.66581 [521] valid_0's rmse: 3.36674 valid_1's rmse: 3.66599 [522] valid_0's rmse: 3.36617 valid_1's rmse: 3.6659 [523] valid_0's rmse: 3.36575 valid_1's rmse: 3.66595 [524] valid_0's rmse: 3.36492 valid_1's rmse: 3.66577 [525] valid_0's rmse: 3.36418 valid_1's rmse: 3.66561 [526] valid_0's rmse: 3.36384 valid_1's rmse: 3.66548 [527] valid_0's rmse: 3.36333 valid_1's rmse: 3.66533 [528] valid_0's rmse: 3.36277 valid_1's rmse: 3.66513 [529] valid_0's rmse: 3.36235 valid_1's rmse: 3.6652 [530] valid_0's rmse: 3.36195 valid_1's rmse: 3.66541 [531] valid_0's rmse: 3.36138 valid_1's rmse: 3.6653 [532] valid_0's rmse: 3.36093 valid_1's rmse: 3.66533 [533] valid_0's rmse: 3.36009 valid_1's rmse: 3.6648 [534] valid_0's rmse: 3.35943 valid_1's rmse: 3.66454 [535] valid_0's rmse: 3.35887 valid_1's rmse: 3.66407 [536] valid_0's rmse: 3.35864 valid_1's rmse: 3.66398 [537] valid_0's rmse: 3.35818 valid_1's rmse: 3.66387 [538] valid_0's rmse: 3.35777 valid_1's rmse: 3.66401 [539] valid_0's rmse: 3.35715 valid_1's rmse: 3.66383 [540] valid_0's rmse: 3.35674 valid_1's rmse: 3.66382 [541] valid_0's rmse: 3.35644 valid_1's rmse: 3.66375 [542] valid_0's rmse: 3.35608 valid_1's rmse: 3.66363 [543] valid_0's rmse: 3.35571 valid_1's rmse: 3.66323 [544] valid_0's rmse: 3.35521 valid_1's rmse: 3.66311 [545] valid_0's rmse: 3.35473 valid_1's rmse: 3.66304 [546] valid_0's rmse: 3.3542 valid_1's rmse: 3.66282 [547] valid_0's rmse: 3.35387 valid_1's rmse: 3.66267 [548] valid_0's rmse: 3.35371 valid_1's rmse: 3.66268 [549] valid_0's rmse: 3.35333 valid_1's rmse: 3.66293 [550] valid_0's rmse: 3.3527 valid_1's rmse: 3.66255 [551] valid_0's rmse: 3.35237 valid_1's rmse: 3.66254 [552] valid_0's rmse: 3.35187 valid_1's rmse: 3.66239 [553] valid_0's rmse: 3.35134 valid_1's rmse: 3.66198 [554] valid_0's rmse: 3.35099 valid_1's rmse: 3.66194 [555] valid_0's rmse: 3.35008 valid_1's rmse: 3.66147 [556] valid_0's rmse: 3.34958 valid_1's rmse: 3.66133 [557] valid_0's rmse: 3.34891 valid_1's rmse: 3.66107 [558] valid_0's rmse: 3.34859 valid_1's rmse: 3.66104 [559] valid_0's rmse: 3.34817 valid_1's rmse: 3.66081 [560] valid_0's rmse: 3.34769 valid_1's rmse: 3.66054 [561] valid_0's rmse: 3.34725 valid_1's rmse: 3.66059 [562] valid_0's rmse: 3.3468 valid_1's rmse: 3.66067 [563] valid_0's rmse: 3.34635 valid_1's rmse: 3.66064 [564] valid_0's rmse: 3.3459 valid_1's rmse: 3.66071 [565] valid_0's rmse: 3.34546 valid_1's rmse: 3.66065 [566] valid_0's rmse: 3.34508 valid_1's rmse: 3.66075 [567] valid_0's rmse: 3.34448 valid_1's rmse: 3.66067 [568] valid_0's rmse: 3.34395 valid_1's rmse: 3.66095 [569] valid_0's rmse: 3.34345 valid_1's rmse: 3.66068 [570] valid_0's rmse: 3.3431 valid_1's rmse: 3.66078 [571] valid_0's rmse: 3.34249 valid_1's rmse: 3.66083 [572] valid_0's rmse: 3.34237 valid_1's rmse: 3.66081 [573] valid_0's rmse: 3.34193 valid_1's rmse: 3.66108 [574] valid_0's rmse: 3.34139 valid_1's rmse: 3.66114 [575] valid_0's rmse: 3.34091 valid_1's rmse: 3.6611 [576] valid_0's rmse: 3.34036 valid_1's rmse: 3.66111 [577] valid_0's rmse: 3.34005 valid_1's rmse: 3.66103 [578] valid_0's rmse: 3.3395 valid_1's rmse: 3.66112 [579] valid_0's rmse: 3.33897 valid_1's rmse: 3.66094 [580] valid_0's rmse: 3.33845 valid_1's rmse: 3.66127 Early stopping, best iteration is: [560] valid_0's rmse: 3.34769 valid_1's rmse: 3.66054 SCORE: 3.6605444716512547 [1] valid_0's rmse: 8.99321 valid_1's rmse: 8.95228 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.4143 valid_1's rmse: 8.37494 [3] valid_0's rmse: 7.89833 valid_1's rmse: 7.86087 [4] valid_0's rmse: 7.45275 valid_1's rmse: 7.41659 [5] valid_0's rmse: 7.06614 valid_1's rmse: 7.03162 [6] valid_0's rmse: 6.72393 valid_1's rmse: 6.69131 [7] valid_0's rmse: 6.43552 valid_1's rmse: 6.40465 [8] valid_0's rmse: 6.18757 valid_1's rmse: 6.158 [9] valid_0's rmse: 5.97206 valid_1's rmse: 5.94414 [10] valid_0's rmse: 5.78679 valid_1's rmse: 5.76015 [11] valid_0's rmse: 5.60506 valid_1's rmse: 5.57954 [12] valid_0's rmse: 5.46404 valid_1's rmse: 5.43916 [13] valid_0's rmse: 5.35085 valid_1's rmse: 5.32686 [14] valid_0's rmse: 5.2219 valid_1's rmse: 5.1994 [15] valid_0's rmse: 5.1066 valid_1's rmse: 5.08473 [16] valid_0's rmse: 5.00776 valid_1's rmse: 4.98615 [17] valid_0's rmse: 4.93872 valid_1's rmse: 4.91853 [18] valid_0's rmse: 4.86483 valid_1's rmse: 4.84483 [19] valid_0's rmse: 4.80257 valid_1's rmse: 4.78313 [20] valid_0's rmse: 4.73016 valid_1's rmse: 4.71123 [21] valid_0's rmse: 4.67851 valid_1's rmse: 4.66039 [22] valid_0's rmse: 4.64131 valid_1's rmse: 4.62388 [23] valid_0's rmse: 4.60182 valid_1's rmse: 4.58508 [24] valid_0's rmse: 4.56345 valid_1's rmse: 4.54765 [25] valid_0's rmse: 4.52052 valid_1's rmse: 4.50556 [26] valid_0's rmse: 4.48804 valid_1's rmse: 4.47385 [27] valid_0's rmse: 4.46632 valid_1's rmse: 4.45254 [28] valid_0's rmse: 4.44356 valid_1's rmse: 4.43137 [29] valid_0's rmse: 4.42177 valid_1's rmse: 4.41118 [30] valid_0's rmse: 4.40581 valid_1's rmse: 4.3955 [31] valid_0's rmse: 4.3768 valid_1's rmse: 4.36713 [32] valid_0's rmse: 4.3379 valid_1's rmse: 4.32889 [33] valid_0's rmse: 4.31609 valid_1's rmse: 4.30839 [34] valid_0's rmse: 4.29107 valid_1's rmse: 4.28358 [35] valid_0's rmse: 4.27586 valid_1's rmse: 4.26911 [36] valid_0's rmse: 4.26092 valid_1's rmse: 4.255 [37] valid_0's rmse: 4.24881 valid_1's rmse: 4.24371 [38] valid_0's rmse: 4.23724 valid_1's rmse: 4.23301 [39] valid_0's rmse: 4.22757 valid_1's rmse: 4.22432 [40] valid_0's rmse: 4.21537 valid_1's rmse: 4.21376 [41] valid_0's rmse: 4.2039 valid_1's rmse: 4.20283 [42] valid_0's rmse: 4.18937 valid_1's rmse: 4.18995 [43] valid_0's rmse: 4.17442 valid_1's rmse: 4.17654 [44] valid_0's rmse: 4.16744 valid_1's rmse: 4.17064 [45] valid_0's rmse: 4.15215 valid_1's rmse: 4.15641 [46] valid_0's rmse: 4.14166 valid_1's rmse: 4.14665 [47] valid_0's rmse: 4.1333 valid_1's rmse: 4.14033 [48] valid_0's rmse: 4.12547 valid_1's rmse: 4.1329 [49] valid_0's rmse: 4.1121 valid_1's rmse: 4.11977 [50] valid_0's rmse: 4.10351 valid_1's rmse: 4.11229 [51] valid_0's rmse: 4.08935 valid_1's rmse: 4.09832 [52] valid_0's rmse: 4.07777 valid_1's rmse: 4.08686 [53] valid_0's rmse: 4.07278 valid_1's rmse: 4.08271 [54] valid_0's rmse: 4.06604 valid_1's rmse: 4.07655 [55] valid_0's rmse: 4.05956 valid_1's rmse: 4.07038 [56] valid_0's rmse: 4.05489 valid_1's rmse: 4.0673 [57] valid_0's rmse: 4.04634 valid_1's rmse: 4.05907 [58] valid_0's rmse: 4.04017 valid_1's rmse: 4.05351 [59] valid_0's rmse: 4.03446 valid_1's rmse: 4.04846 [60] valid_0's rmse: 4.01974 valid_1's rmse: 4.03452 [61] valid_0's rmse: 4.01146 valid_1's rmse: 4.02725 [62] valid_0's rmse: 4.00691 valid_1's rmse: 4.02413 [63] valid_0's rmse: 3.99654 valid_1's rmse: 4.01388 [64] valid_0's rmse: 3.99056 valid_1's rmse: 4.00874 [65] valid_0's rmse: 3.98484 valid_1's rmse: 4.00398 [66] valid_0's rmse: 3.97922 valid_1's rmse: 3.99923 [67] valid_0's rmse: 3.96995 valid_1's rmse: 3.99018 [68] valid_0's rmse: 3.96615 valid_1's rmse: 3.98803 [69] valid_0's rmse: 3.95786 valid_1's rmse: 3.97969 [70] valid_0's rmse: 3.94929 valid_1's rmse: 3.97184 [71] valid_0's rmse: 3.94376 valid_1's rmse: 3.96694 [72] valid_0's rmse: 3.93637 valid_1's rmse: 3.95965 [73] valid_0's rmse: 3.9329 valid_1's rmse: 3.95755 [74] valid_0's rmse: 3.93012 valid_1's rmse: 3.95535 [75] valid_0's rmse: 3.92529 valid_1's rmse: 3.95114 [76] valid_0's rmse: 3.91816 valid_1's rmse: 3.94457 [77] valid_0's rmse: 3.91487 valid_1's rmse: 3.94194 [78] valid_0's rmse: 3.91289 valid_1's rmse: 3.94161 [79] valid_0's rmse: 3.90395 valid_1's rmse: 3.93294 [80] valid_0's rmse: 3.89878 valid_1's rmse: 3.92819 [81] valid_0's rmse: 3.89348 valid_1's rmse: 3.92439 [82] valid_0's rmse: 3.89052 valid_1's rmse: 3.92227 [83] valid_0's rmse: 3.88226 valid_1's rmse: 3.91487 [84] valid_0's rmse: 3.87925 valid_1's rmse: 3.9122 [85] valid_0's rmse: 3.87621 valid_1's rmse: 3.91062 [86] valid_0's rmse: 3.87323 valid_1's rmse: 3.90802 [87] valid_0's rmse: 3.86931 valid_1's rmse: 3.90485 [88] valid_0's rmse: 3.86577 valid_1's rmse: 3.90187 [89] valid_0's rmse: 3.8632 valid_1's rmse: 3.90059 [90] valid_0's rmse: 3.86058 valid_1's rmse: 3.899 [91] valid_0's rmse: 3.85836 valid_1's rmse: 3.8984 [92] valid_0's rmse: 3.85383 valid_1's rmse: 3.89468 [93] valid_0's rmse: 3.84775 valid_1's rmse: 3.88882 [94] valid_0's rmse: 3.84394 valid_1's rmse: 3.88597 [95] valid_0's rmse: 3.83995 valid_1's rmse: 3.8822 [96] valid_0's rmse: 3.83776 valid_1's 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[338] valid_0's rmse: 3.51041 valid_1's rmse: 3.69504 [339] valid_0's rmse: 3.50967 valid_1's rmse: 3.69447 [340] valid_0's rmse: 3.50913 valid_1's rmse: 3.69423 [341] valid_0's rmse: 3.50838 valid_1's rmse: 3.69393 [342] valid_0's rmse: 3.50783 valid_1's rmse: 3.6939 [343] valid_0's rmse: 3.50689 valid_1's rmse: 3.69387 [344] valid_0's rmse: 3.50617 valid_1's rmse: 3.69351 [345] valid_0's rmse: 3.50561 valid_1's rmse: 3.69335 [346] valid_0's rmse: 3.50496 valid_1's rmse: 3.6931 [347] valid_0's rmse: 3.50419 valid_1's rmse: 3.6927 [348] valid_0's rmse: 3.50337 valid_1's rmse: 3.69274 [349] valid_0's rmse: 3.50262 valid_1's rmse: 3.69227 [350] valid_0's rmse: 3.50206 valid_1's rmse: 3.69222 [351] valid_0's rmse: 3.50125 valid_1's rmse: 3.69176 [352] valid_0's rmse: 3.50066 valid_1's rmse: 3.69186 [353] valid_0's rmse: 3.50007 valid_1's rmse: 3.69147 [354] valid_0's rmse: 3.49931 valid_1's rmse: 3.69091 [355] valid_0's rmse: 3.4986 valid_1's rmse: 3.69087 [356] valid_0's rmse: 3.49791 valid_1's rmse: 3.69061 [357] valid_0's rmse: 3.49708 valid_1's rmse: 3.69009 [358] valid_0's rmse: 3.49664 valid_1's rmse: 3.68991 [359] valid_0's rmse: 3.49605 valid_1's rmse: 3.68972 [360] valid_0's rmse: 3.49552 valid_1's rmse: 3.68938 [361] valid_0's rmse: 3.49498 valid_1's rmse: 3.68968 [362] valid_0's rmse: 3.49435 valid_1's rmse: 3.68966 [363] valid_0's rmse: 3.49339 valid_1's rmse: 3.68894 [364] valid_0's rmse: 3.4928 valid_1's rmse: 3.68863 [365] valid_0's rmse: 3.49217 valid_1's rmse: 3.68849 [366] valid_0's rmse: 3.49154 valid_1's rmse: 3.68828 [367] valid_0's rmse: 3.49088 valid_1's rmse: 3.68779 [368] valid_0's rmse: 3.49058 valid_1's rmse: 3.68767 [369] valid_0's rmse: 3.49024 valid_1's rmse: 3.68771 [370] valid_0's rmse: 3.4896 valid_1's rmse: 3.68753 [371] valid_0's rmse: 3.48881 valid_1's rmse: 3.68763 [372] valid_0's rmse: 3.48807 valid_1's rmse: 3.68763 [373] valid_0's rmse: 3.48747 valid_1's rmse: 3.6876 [374] valid_0's rmse: 3.48665 valid_1's rmse: 3.68748 [375] valid_0's rmse: 3.48585 valid_1's rmse: 3.6875 [376] valid_0's rmse: 3.48549 valid_1's rmse: 3.68741 [377] valid_0's rmse: 3.48498 valid_1's rmse: 3.68739 [378] valid_0's rmse: 3.48448 valid_1's rmse: 3.68763 [379] valid_0's rmse: 3.48369 valid_1's rmse: 3.68715 [380] valid_0's rmse: 3.4832 valid_1's rmse: 3.68703 [381] valid_0's rmse: 3.48285 valid_1's rmse: 3.6869 [382] valid_0's rmse: 3.48208 valid_1's rmse: 3.68651 [383] valid_0's rmse: 3.48153 valid_1's rmse: 3.68623 [384] valid_0's rmse: 3.48118 valid_1's rmse: 3.68619 [385] valid_0's rmse: 3.4805 valid_1's rmse: 3.68608 [386] valid_0's rmse: 3.48006 valid_1's rmse: 3.68604 [387] valid_0's rmse: 3.47978 valid_1's rmse: 3.68599 [388] valid_0's rmse: 3.47932 valid_1's rmse: 3.68599 [389] valid_0's rmse: 3.47853 valid_1's rmse: 3.68627 [390] valid_0's rmse: 3.47791 valid_1's rmse: 3.68625 [391] valid_0's rmse: 3.47743 valid_1's rmse: 3.68586 [392] valid_0's rmse: 3.47649 valid_1's rmse: 3.68534 [393] valid_0's rmse: 3.47594 valid_1's rmse: 3.68525 [394] valid_0's rmse: 3.47555 valid_1's rmse: 3.68507 [395] valid_0's rmse: 3.47486 valid_1's rmse: 3.68478 [396] valid_0's rmse: 3.47405 valid_1's rmse: 3.68485 [397] valid_0's rmse: 3.47364 valid_1's rmse: 3.68464 [398] valid_0's rmse: 3.47308 valid_1's rmse: 3.68447 [399] valid_0's rmse: 3.47226 valid_1's rmse: 3.68404 [400] valid_0's rmse: 3.47146 valid_1's rmse: 3.68354 [401] valid_0's rmse: 3.47094 valid_1's rmse: 3.68328 [402] valid_0's rmse: 3.47027 valid_1's rmse: 3.68347 [403] valid_0's rmse: 3.46985 valid_1's rmse: 3.6834 [404] valid_0's rmse: 3.46922 valid_1's rmse: 3.68309 [405] valid_0's rmse: 3.46862 valid_1's rmse: 3.68279 [406] valid_0's rmse: 3.46838 valid_1's rmse: 3.68274 [407] valid_0's rmse: 3.46784 valid_1's rmse: 3.68255 [408] valid_0's rmse: 3.46713 valid_1's rmse: 3.68296 [409] valid_0's rmse: 3.46622 valid_1's rmse: 3.68281 [410] valid_0's rmse: 3.46574 valid_1's rmse: 3.68283 [411] valid_0's rmse: 3.46544 valid_1's rmse: 3.68278 [412] valid_0's rmse: 3.46475 valid_1's rmse: 3.68236 [413] valid_0's rmse: 3.46429 valid_1's rmse: 3.68228 [414] valid_0's rmse: 3.46378 valid_1's rmse: 3.6821 [415] valid_0's rmse: 3.46346 valid_1's rmse: 3.68192 [416] valid_0's rmse: 3.46276 valid_1's rmse: 3.68163 [417] valid_0's rmse: 3.46224 valid_1's rmse: 3.68145 [418] valid_0's rmse: 3.46179 valid_1's rmse: 3.6813 [419] valid_0's rmse: 3.46153 valid_1's rmse: 3.68122 [420] valid_0's rmse: 3.46096 valid_1's rmse: 3.68078 [421] valid_0's rmse: 3.46045 valid_1's rmse: 3.68074 [422] valid_0's rmse: 3.46002 valid_1's rmse: 3.6806 [423] valid_0's rmse: 3.4593 valid_1's rmse: 3.68077 [424] valid_0's rmse: 3.45904 valid_1's rmse: 3.68078 [425] valid_0's rmse: 3.45876 valid_1's rmse: 3.68062 [426] valid_0's rmse: 3.4583 valid_1's rmse: 3.68059 [427] valid_0's rmse: 3.45759 valid_1's rmse: 3.68061 [428] valid_0's rmse: 3.45725 valid_1's rmse: 3.68054 [429] valid_0's rmse: 3.45656 valid_1's rmse: 3.68025 [430] valid_0's rmse: 3.45596 valid_1's rmse: 3.67975 [431] valid_0's rmse: 3.45544 valid_1's rmse: 3.67953 [432] valid_0's rmse: 3.45482 valid_1's rmse: 3.67929 [433] valid_0's rmse: 3.45459 valid_1's rmse: 3.6791 [434] valid_0's rmse: 3.4541 valid_1's rmse: 3.67903 [435] valid_0's rmse: 3.45367 valid_1's rmse: 3.67884 [436] valid_0's rmse: 3.45293 valid_1's rmse: 3.67861 [437] valid_0's rmse: 3.45244 valid_1's rmse: 3.67833 [438] valid_0's rmse: 3.45182 valid_1's rmse: 3.67794 [439] valid_0's rmse: 3.45123 valid_1's rmse: 3.67771 [440] valid_0's rmse: 3.45032 valid_1's rmse: 3.67816 [441] valid_0's rmse: 3.4498 valid_1's rmse: 3.67802 [442] valid_0's rmse: 3.44924 valid_1's rmse: 3.67793 [443] valid_0's rmse: 3.4485 valid_1's rmse: 3.67792 [444] valid_0's rmse: 3.44812 valid_1's rmse: 3.67789 [445] valid_0's rmse: 3.44753 valid_1's rmse: 3.67808 [446] valid_0's rmse: 3.44694 valid_1's rmse: 3.67799 [447] valid_0's rmse: 3.44611 valid_1's rmse: 3.67754 [448] valid_0's rmse: 3.44556 valid_1's rmse: 3.67765 [449] valid_0's rmse: 3.44505 valid_1's rmse: 3.67761 [450] valid_0's rmse: 3.44458 valid_1's rmse: 3.67759 [451] valid_0's rmse: 3.44412 valid_1's rmse: 3.67737 [452] valid_0's rmse: 3.44326 valid_1's rmse: 3.67666 [453] valid_0's rmse: 3.44277 valid_1's rmse: 3.67615 [454] valid_0's rmse: 3.44231 valid_1's rmse: 3.67597 [455] valid_0's rmse: 3.44146 valid_1's rmse: 3.67592 [456] valid_0's rmse: 3.44096 valid_1's rmse: 3.6756 [457] valid_0's rmse: 3.44037 valid_1's rmse: 3.67518 [458] valid_0's rmse: 3.4398 valid_1's rmse: 3.67486 [459] valid_0's rmse: 3.43938 valid_1's rmse: 3.67458 [460] valid_0's rmse: 3.43901 valid_1's rmse: 3.67449 [461] valid_0's rmse: 3.43874 valid_1's rmse: 3.67442 [462] valid_0's rmse: 3.43824 valid_1's rmse: 3.67433 [463] valid_0's rmse: 3.43753 valid_1's rmse: 3.67433 [464] valid_0's rmse: 3.43712 valid_1's rmse: 3.67406 [465] valid_0's rmse: 3.43647 valid_1's rmse: 3.67371 [466] valid_0's rmse: 3.43576 valid_1's rmse: 3.67343 [467] valid_0's rmse: 3.43526 valid_1's rmse: 3.67341 [468] valid_0's rmse: 3.43478 valid_1's rmse: 3.67319 [469] valid_0's rmse: 3.43419 valid_1's rmse: 3.6735 [470] valid_0's rmse: 3.4338 valid_1's rmse: 3.67343 [471] valid_0's rmse: 3.43328 valid_1's rmse: 3.67364 [472] valid_0's rmse: 3.43289 valid_1's rmse: 3.67365 [473] valid_0's rmse: 3.43218 valid_1's rmse: 3.6732 [474] valid_0's rmse: 3.43173 valid_1's rmse: 3.67328 [475] valid_0's rmse: 3.43109 valid_1's rmse: 3.6735 [476] valid_0's rmse: 3.43047 valid_1's rmse: 3.67314 [477] valid_0's rmse: 3.43012 valid_1's rmse: 3.67309 [478] valid_0's rmse: 3.42959 valid_1's rmse: 3.67302 [479] valid_0's rmse: 3.42925 valid_1's rmse: 3.67293 [480] valid_0's rmse: 3.42878 valid_1's rmse: 3.67264 [481] valid_0's rmse: 3.42846 valid_1's rmse: 3.67248 [482] valid_0's rmse: 3.4279 valid_1's rmse: 3.67246 [483] valid_0's rmse: 3.42743 valid_1's rmse: 3.67256 [484] valid_0's rmse: 3.42689 valid_1's rmse: 3.6725 [485] valid_0's rmse: 3.42616 valid_1's rmse: 3.67268 [486] valid_0's rmse: 3.42566 valid_1's rmse: 3.67277 [487] valid_0's rmse: 3.42534 valid_1's rmse: 3.67264 [488] valid_0's rmse: 3.42465 valid_1's rmse: 3.67239 [489] valid_0's rmse: 3.42444 valid_1's rmse: 3.67239 [490] valid_0's rmse: 3.42386 valid_1's rmse: 3.67251 [491] valid_0's rmse: 3.42353 valid_1's rmse: 3.67253 [492] valid_0's rmse: 3.42297 valid_1's rmse: 3.67286 [493] valid_0's rmse: 3.42244 valid_1's rmse: 3.67248 [494] valid_0's rmse: 3.42158 valid_1's rmse: 3.67213 [495] valid_0's rmse: 3.42096 valid_1's rmse: 3.67167 [496] valid_0's rmse: 3.42066 valid_1's rmse: 3.67156 [497] valid_0's rmse: 3.42027 valid_1's rmse: 3.67147 [498] valid_0's rmse: 3.41981 valid_1's rmse: 3.67135 [499] valid_0's rmse: 3.41935 valid_1's rmse: 3.6712 [500] valid_0's rmse: 3.41914 valid_1's rmse: 3.67121 [501] valid_0's rmse: 3.41858 valid_1's rmse: 3.67112 [502] valid_0's rmse: 3.41789 valid_1's rmse: 3.67108 [503] valid_0's rmse: 3.41742 valid_1's rmse: 3.67086 [504] valid_0's rmse: 3.4171 valid_1's rmse: 3.67098 [505] valid_0's rmse: 3.41666 valid_1's rmse: 3.67101 [506] valid_0's rmse: 3.41593 valid_1's rmse: 3.6711 [507] valid_0's rmse: 3.4154 valid_1's rmse: 3.67121 [508] valid_0's rmse: 3.41491 valid_1's rmse: 3.67098 [509] valid_0's rmse: 3.41459 valid_1's rmse: 3.67084 [510] valid_0's rmse: 3.41388 valid_1's rmse: 3.67044 [511] valid_0's rmse: 3.41344 valid_1's rmse: 3.67063 [512] valid_0's rmse: 3.41288 valid_1's rmse: 3.67044 [513] valid_0's rmse: 3.41253 valid_1's rmse: 3.67036 [514] valid_0's rmse: 3.41202 valid_1's rmse: 3.67029 [515] valid_0's rmse: 3.41151 valid_1's rmse: 3.67013 [516] valid_0's rmse: 3.4112 valid_1's rmse: 3.67004 [517] valid_0's rmse: 3.41092 valid_1's rmse: 3.67 [518] valid_0's rmse: 3.41042 valid_1's rmse: 3.66992 [519] valid_0's rmse: 3.41004 valid_1's rmse: 3.66981 [520] valid_0's rmse: 3.40959 valid_1's rmse: 3.6699 [521] valid_0's rmse: 3.40913 valid_1's rmse: 3.66986 [522] valid_0's rmse: 3.40842 valid_1's rmse: 3.66993 [523] valid_0's rmse: 3.40801 valid_1's rmse: 3.67 [524] valid_0's rmse: 3.40781 valid_1's rmse: 3.66999 [525] valid_0's rmse: 3.40726 valid_1's rmse: 3.67002 [526] valid_0's rmse: 3.40686 valid_1's rmse: 3.67014 [527] valid_0's rmse: 3.40664 valid_1's rmse: 3.67008 [528] valid_0's rmse: 3.40612 valid_1's rmse: 3.67003 [529] valid_0's rmse: 3.40587 valid_1's rmse: 3.6699 [530] valid_0's rmse: 3.4055 valid_1's rmse: 3.6699 [531] valid_0's rmse: 3.40495 valid_1's rmse: 3.66986 [532] valid_0's rmse: 3.40439 valid_1's rmse: 3.67017 [533] valid_0's rmse: 3.40398 valid_1's rmse: 3.67004 [534] valid_0's rmse: 3.40365 valid_1's rmse: 3.67012 [535] valid_0's rmse: 3.40329 valid_1's rmse: 3.67019 [536] valid_0's rmse: 3.40276 valid_1's rmse: 3.67027 [537] valid_0's rmse: 3.40208 valid_1's rmse: 3.67013 [538] valid_0's rmse: 3.40157 valid_1's rmse: 3.67004 [539] valid_0's rmse: 3.40127 valid_1's rmse: 3.66982 Early stopping, best iteration is: [519] valid_0's rmse: 3.41004 valid_1's rmse: 3.66981 SCORE: 3.66981385783238 [1] valid_0's rmse: 8.97431 valid_1's rmse: 8.93332 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37608 valid_1's rmse: 8.33684 [3] valid_0's rmse: 7.85495 valid_1's rmse: 7.81705 [4] valid_0's rmse: 7.39568 valid_1's rmse: 7.35834 [5] valid_0's rmse: 7.00099 valid_1's rmse: 6.96437 [6] valid_0's rmse: 6.64799 valid_1's rmse: 6.61178 [7] valid_0's rmse: 6.33828 valid_1's rmse: 6.30351 [8] valid_0's rmse: 6.07668 valid_1's rmse: 6.04315 [9] valid_0's rmse: 5.83898 valid_1's rmse: 5.80607 [10] valid_0's rmse: 5.63389 valid_1's rmse: 5.6015 [11] valid_0's rmse: 5.4733 valid_1's rmse: 5.44283 [12] valid_0's rmse: 5.32559 valid_1's rmse: 5.29576 [13] valid_0's rmse: 5.20437 valid_1's rmse: 5.17649 [14] valid_0's rmse: 5.08317 valid_1's rmse: 5.05603 [15] valid_0's rmse: 4.96479 valid_1's rmse: 4.93821 [16] valid_0's rmse: 4.86814 valid_1's rmse: 4.84244 [17] valid_0's rmse: 4.78119 valid_1's rmse: 4.75643 [18] valid_0's rmse: 4.71302 valid_1's rmse: 4.68904 [19] valid_0's rmse: 4.65889 valid_1's rmse: 4.63797 [20] valid_0's rmse: 4.59821 valid_1's rmse: 4.57768 [21] valid_0's rmse: 4.55767 valid_1's rmse: 4.54015 [22] valid_0's rmse: 4.52059 valid_1's rmse: 4.50366 [23] valid_0's rmse: 4.45948 valid_1's rmse: 4.44324 [24] valid_0's rmse: 4.42341 valid_1's rmse: 4.40838 [25] valid_0's rmse: 4.38506 valid_1's rmse: 4.37038 [26] valid_0's rmse: 4.3618 valid_1's rmse: 4.34912 [27] valid_0's rmse: 4.32877 valid_1's rmse: 4.31671 [28] valid_0's rmse: 4.30725 valid_1's rmse: 4.29611 [29] valid_0's rmse: 4.2875 valid_1's rmse: 4.27846 [30] valid_0's rmse: 4.26587 valid_1's rmse: 4.2588 [31] valid_0's rmse: 4.24782 valid_1's rmse: 4.24273 [32] valid_0's rmse: 4.21745 valid_1's rmse: 4.21287 [33] valid_0's rmse: 4.20028 valid_1's rmse: 4.19656 [34] valid_0's rmse: 4.18554 valid_1's rmse: 4.18384 [35] valid_0's rmse: 4.17275 valid_1's rmse: 4.17206 [36] valid_0's rmse: 4.16238 valid_1's rmse: 4.16193 [37] valid_0's rmse: 4.14192 valid_1's rmse: 4.14234 [38] valid_0's rmse: 4.12907 valid_1's rmse: 4.13077 [39] valid_0's rmse: 4.10516 valid_1's rmse: 4.10789 [40] valid_0's rmse: 4.09913 valid_1's rmse: 4.10326 [41] valid_0's rmse: 4.08994 valid_1's rmse: 4.09443 [42] valid_0's rmse: 4.08222 valid_1's rmse: 4.08818 [43] valid_0's rmse: 4.0711 valid_1's rmse: 4.07785 [44] valid_0's rmse: 4.0627 valid_1's rmse: 4.07103 [45] valid_0's rmse: 4.05727 valid_1's rmse: 4.067 [46] valid_0's rmse: 4.05088 valid_1's rmse: 4.06183 [47] valid_0's rmse: 4.04472 valid_1's rmse: 4.05704 [48] valid_0's rmse: 4.02845 valid_1's rmse: 4.04099 [49] valid_0's rmse: 4.01884 valid_1's rmse: 4.03191 [50] valid_0's rmse: 4.0061 valid_1's rmse: 4.0196 [51] valid_0's rmse: 4.00005 valid_1's rmse: 4.01527 [52] valid_0's rmse: 3.99172 valid_1's rmse: 4.00806 [53] valid_0's rmse: 3.98632 valid_1's rmse: 4.0046 [54] valid_0's rmse: 3.98063 valid_1's rmse: 4.0021 [55] valid_0's rmse: 3.97469 valid_1's rmse: 3.99708 [56] valid_0's rmse: 3.96955 valid_1's rmse: 3.99327 [57] valid_0's rmse: 3.95742 valid_1's rmse: 3.98138 [58] valid_0's rmse: 3.95141 valid_1's rmse: 3.97588 [59] valid_0's rmse: 3.94697 valid_1's rmse: 3.97264 [60] valid_0's rmse: 3.93876 valid_1's rmse: 3.96489 [61] valid_0's rmse: 3.93186 valid_1's rmse: 3.95846 [62] valid_0's rmse: 3.92718 valid_1's rmse: 3.95497 [63] valid_0's rmse: 3.92358 valid_1's rmse: 3.95239 [64] valid_0's rmse: 3.91715 valid_1's rmse: 3.94655 [65] valid_0's rmse: 3.90969 valid_1's rmse: 3.93965 [66] valid_0's rmse: 3.90577 valid_1's rmse: 3.93656 [67] valid_0's rmse: 3.90136 valid_1's rmse: 3.93265 [68] valid_0's rmse: 3.89551 valid_1's rmse: 3.92731 [69] valid_0's rmse: 3.89166 valid_1's rmse: 3.92392 [70] valid_0's rmse: 3.88436 valid_1's rmse: 3.91789 [71] valid_0's rmse: 3.88072 valid_1's rmse: 3.91538 [72] valid_0's rmse: 3.87467 valid_1's rmse: 3.91088 [73] valid_0's rmse: 3.87197 valid_1's rmse: 3.90954 [74] valid_0's rmse: 3.86566 valid_1's rmse: 3.90361 [75] valid_0's rmse: 3.86193 valid_1's rmse: 3.90006 [76] valid_0's rmse: 3.85702 valid_1's rmse: 3.89663 [77] valid_0's rmse: 3.85265 valid_1's rmse: 3.89316 [78] valid_0's rmse: 3.85001 valid_1's rmse: 3.89196 [79] valid_0's rmse: 3.84657 valid_1's rmse: 3.88972 [80] valid_0's rmse: 3.84187 valid_1's rmse: 3.88671 [81] valid_0's rmse: 3.83923 valid_1's rmse: 3.88474 [82] valid_0's rmse: 3.83622 valid_1's rmse: 3.88326 [83] valid_0's rmse: 3.83129 valid_1's rmse: 3.88012 [84] valid_0's rmse: 3.82929 valid_1's rmse: 3.87946 [85] valid_0's rmse: 3.82127 valid_1's rmse: 3.87168 [86] valid_0's rmse: 3.81826 valid_1's rmse: 3.86971 [87] valid_0's rmse: 3.81212 valid_1's rmse: 3.86397 [88] valid_0's rmse: 3.80901 valid_1's rmse: 3.8613 [89] valid_0's rmse: 3.80663 valid_1's rmse: 3.85927 [90] valid_0's rmse: 3.8033 valid_1's rmse: 3.857 [91] valid_0's rmse: 3.7997 valid_1's rmse: 3.85386 [92] valid_0's rmse: 3.7967 valid_1's rmse: 3.85326 [93] valid_0's rmse: 3.79089 valid_1's rmse: 3.84739 [94] valid_0's rmse: 3.78878 valid_1's rmse: 3.84637 [95] valid_0's rmse: 3.78444 valid_1's rmse: 3.84264 [96] valid_0's rmse: 3.78176 valid_1's rmse: 3.84086 [97] valid_0's rmse: 3.77997 valid_1's rmse: 3.84025 [98] valid_0's rmse: 3.77604 valid_1's rmse: 3.83696 [99] valid_0's rmse: 3.77246 valid_1's rmse: 3.83462 [100] valid_0's rmse: 3.76957 valid_1's rmse: 3.83225 [101] valid_0's rmse: 3.76647 valid_1's rmse: 3.83005 [102] valid_0's rmse: 3.76396 valid_1's rmse: 3.82869 [103] valid_0's rmse: 3.76011 valid_1's rmse: 3.82564 [104] valid_0's rmse: 3.75616 valid_1's rmse: 3.82194 [105] valid_0's rmse: 3.75304 valid_1's rmse: 3.81936 [106] valid_0's rmse: 3.74989 valid_1's rmse: 3.81788 [107] valid_0's rmse: 3.74793 valid_1's rmse: 3.81669 [108] valid_0's rmse: 3.74444 valid_1's rmse: 3.81696 [109] valid_0's rmse: 3.74221 valid_1's rmse: 3.81491 [110] valid_0's rmse: 3.74037 valid_1's rmse: 3.81488 [111] valid_0's rmse: 3.73809 valid_1's rmse: 3.81357 [112] valid_0's rmse: 3.73634 valid_1's rmse: 3.81325 [113] valid_0's rmse: 3.73102 valid_1's rmse: 3.80811 [114] valid_0's rmse: 3.7288 valid_1's rmse: 3.80758 [115] valid_0's 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3.30825 valid_1's rmse: 3.6655 [635] valid_0's rmse: 3.30775 valid_1's rmse: 3.66534 [636] valid_0's rmse: 3.30736 valid_1's rmse: 3.66515 [637] valid_0's rmse: 3.30692 valid_1's rmse: 3.6655 [638] valid_0's rmse: 3.30628 valid_1's rmse: 3.6657 [639] valid_0's rmse: 3.30595 valid_1's rmse: 3.66564 [640] valid_0's rmse: 3.30547 valid_1's rmse: 3.66553 [641] valid_0's rmse: 3.30519 valid_1's rmse: 3.66556 [642] valid_0's rmse: 3.30493 valid_1's rmse: 3.6658 [643] valid_0's rmse: 3.30442 valid_1's rmse: 3.66571 [644] valid_0's rmse: 3.30415 valid_1's rmse: 3.66583 [645] valid_0's rmse: 3.30368 valid_1's rmse: 3.66561 [646] valid_0's rmse: 3.30314 valid_1's rmse: 3.66559 [647] valid_0's rmse: 3.30271 valid_1's rmse: 3.66554 [648] valid_0's rmse: 3.30225 valid_1's rmse: 3.66589 [649] valid_0's rmse: 3.30198 valid_1's rmse: 3.66587 [650] valid_0's rmse: 3.3015 valid_1's rmse: 3.6657 [651] valid_0's rmse: 3.3012 valid_1's rmse: 3.66554 [652] valid_0's rmse: 3.30078 valid_1's rmse: 3.66543 [653] valid_0's rmse: 3.29997 valid_1's rmse: 3.66501 [654] valid_0's rmse: 3.29973 valid_1's rmse: 3.6652 [655] valid_0's rmse: 3.2993 valid_1's rmse: 3.66531 [656] valid_0's rmse: 3.29904 valid_1's rmse: 3.66532 [657] valid_0's rmse: 3.29865 valid_1's rmse: 3.66535 [658] valid_0's rmse: 3.29824 valid_1's rmse: 3.66521 [659] valid_0's rmse: 3.29793 valid_1's rmse: 3.66515 [660] valid_0's rmse: 3.2975 valid_1's rmse: 3.66491 [661] valid_0's rmse: 3.29711 valid_1's rmse: 3.66527 [662] valid_0's rmse: 3.29665 valid_1's rmse: 3.66535 [663] valid_0's rmse: 3.29621 valid_1's rmse: 3.66526 [664] valid_0's rmse: 3.29581 valid_1's rmse: 3.66537 [665] valid_0's rmse: 3.29508 valid_1's rmse: 3.66527 [666] valid_0's rmse: 3.29462 valid_1's rmse: 3.66525 [667] valid_0's rmse: 3.29422 valid_1's rmse: 3.66535 [668] valid_0's rmse: 3.29404 valid_1's rmse: 3.66535 [669] valid_0's rmse: 3.29353 valid_1's rmse: 3.66544 [670] valid_0's rmse: 3.29319 valid_1's rmse: 3.66547 [671] valid_0's rmse: 3.29254 valid_1's rmse: 3.66613 [672] valid_0's rmse: 3.29182 valid_1's rmse: 3.66579 [673] valid_0's rmse: 3.29135 valid_1's rmse: 3.66568 [674] valid_0's rmse: 3.29114 valid_1's rmse: 3.66564 [675] valid_0's rmse: 3.29085 valid_1's rmse: 3.66568 [676] valid_0's rmse: 3.29015 valid_1's rmse: 3.66535 [677] valid_0's rmse: 3.28982 valid_1's rmse: 3.66531 [678] valid_0's rmse: 3.28935 valid_1's rmse: 3.6652 [679] valid_0's rmse: 3.28893 valid_1's rmse: 3.66531 [680] valid_0's rmse: 3.28856 valid_1's rmse: 3.66519 Early stopping, best iteration is: [660] valid_0's rmse: 3.2975 valid_1's rmse: 3.66491 SCORE: 3.664914435672418 [1] valid_0's rmse: 8.98019 valid_1's rmse: 8.93932 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39121 valid_1's rmse: 8.35172 [3] valid_0's rmse: 7.86574 valid_1's rmse: 7.82787 [4] valid_0's rmse: 7.40346 valid_1's rmse: 7.36697 [5] valid_0's rmse: 7.00811 valid_1's rmse: 6.97295 [6] valid_0's rmse: 6.662 valid_1's rmse: 6.62801 [7] valid_0's rmse: 6.36585 valid_1's rmse: 6.33214 [8] valid_0's rmse: 6.09873 valid_1's rmse: 6.06582 [9] valid_0's rmse: 5.86307 valid_1's rmse: 5.83025 [10] valid_0's rmse: 5.66898 valid_1's rmse: 5.6374 [11] valid_0's rmse: 5.5112 valid_1's rmse: 5.48082 [12] valid_0's rmse: 5.35022 valid_1's rmse: 5.32102 [13] valid_0's rmse: 5.22119 valid_1's rmse: 5.1925 [14] valid_0's rmse: 5.12082 valid_1's rmse: 5.09276 [15] valid_0's rmse: 5.00958 valid_1's rmse: 4.98154 [16] valid_0's rmse: 4.89899 valid_1's rmse: 4.87177 [17] valid_0's rmse: 4.79747 valid_1's rmse: 4.77092 [18] valid_0's rmse: 4.72902 valid_1's rmse: 4.70281 [19] valid_0's rmse: 4.64728 valid_1's rmse: 4.62132 [20] valid_0's rmse: 4.59286 valid_1's rmse: 4.56746 [21] valid_0's rmse: 4.54391 valid_1's rmse: 4.51975 [22] valid_0's rmse: 4.50573 valid_1's rmse: 4.48263 [23] valid_0's rmse: 4.47129 valid_1's rmse: 4.44873 [24] valid_0's rmse: 4.44056 valid_1's rmse: 4.41867 [25] valid_0's rmse: 4.39999 valid_1's rmse: 4.37924 [26] valid_0's rmse: 4.37367 valid_1's rmse: 4.35442 [27] valid_0's rmse: 4.35309 valid_1's rmse: 4.33497 [28] valid_0's rmse: 4.31736 valid_1's rmse: 4.29943 [29] valid_0's rmse: 4.29445 valid_1's rmse: 4.27676 [30] valid_0's rmse: 4.27838 valid_1's rmse: 4.26169 [31] valid_0's rmse: 4.25952 valid_1's rmse: 4.24344 [32] valid_0's rmse: 4.2328 valid_1's rmse: 4.21792 [33] valid_0's rmse: 4.21149 valid_1's rmse: 4.19752 [34] valid_0's rmse: 4.19057 valid_1's rmse: 4.17765 [35] valid_0's rmse: 4.16821 valid_1's rmse: 4.15577 [36] valid_0's rmse: 4.15974 valid_1's rmse: 4.14741 [37] valid_0's rmse: 4.14278 valid_1's rmse: 4.13102 [38] valid_0's rmse: 4.13212 valid_1's rmse: 4.12269 [39] valid_0's rmse: 4.12554 valid_1's rmse: 4.11715 [40] valid_0's rmse: 4.11353 valid_1's rmse: 4.10551 [41] valid_0's rmse: 4.10074 valid_1's rmse: 4.0929 [42] valid_0's rmse: 4.09336 valid_1's rmse: 4.0872 [43] valid_0's rmse: 4.08587 valid_1's rmse: 4.08101 [44] valid_0's rmse: 4.07757 valid_1's rmse: 4.07337 [45] valid_0's rmse: 4.06543 valid_1's rmse: 4.06389 [46] valid_0's rmse: 4.06038 valid_1's rmse: 4.05974 [47] valid_0's rmse: 4.055 valid_1's rmse: 4.05585 [48] valid_0's rmse: 4.0448 valid_1's rmse: 4.04577 [49] valid_0's rmse: 4.03866 valid_1's rmse: 4.04069 [50] valid_0's rmse: 4.03049 valid_1's rmse: 4.03383 [51] valid_0's rmse: 4.02449 valid_1's rmse: 4.029 [52] valid_0's rmse: 4.01671 valid_1's rmse: 4.02219 [53] valid_0's rmse: 4.00887 valid_1's rmse: 4.01622 [54] valid_0's rmse: 4.00243 valid_1's rmse: 4.01095 [55] valid_0's rmse: 3.9977 valid_1's rmse: 4.00648 [56] valid_0's rmse: 3.99106 valid_1's rmse: 4.00079 [57] valid_0's rmse: 3.98587 valid_1's rmse: 3.99581 [58] valid_0's rmse: 3.97799 valid_1's rmse: 3.98849 [59] valid_0's rmse: 3.97415 valid_1's rmse: 3.98483 [60] valid_0's rmse: 3.96553 valid_1's rmse: 3.97698 [61] valid_0's rmse: 3.95993 valid_1's rmse: 3.97368 [62] valid_0's rmse: 3.95496 valid_1's rmse: 3.96914 [63] valid_0's rmse: 3.95052 valid_1's rmse: 3.96543 [64] valid_0's rmse: 3.93847 valid_1's rmse: 3.95342 [65] valid_0's rmse: 3.92787 valid_1's rmse: 3.94322 [66] valid_0's rmse: 3.92276 valid_1's rmse: 3.9388 [67] valid_0's rmse: 3.91358 valid_1's rmse: 3.93037 [68] valid_0's rmse: 3.91005 valid_1's rmse: 3.92828 [69] valid_0's rmse: 3.90498 valid_1's rmse: 3.92488 [70] valid_0's rmse: 3.90263 valid_1's rmse: 3.9235 [71] valid_0's rmse: 3.89483 valid_1's rmse: 3.91603 [72] valid_0's rmse: 3.88828 valid_1's rmse: 3.90958 [73] valid_0's rmse: 3.88495 valid_1's rmse: 3.9078 [74] valid_0's rmse: 3.88056 valid_1's rmse: 3.90477 [75] valid_0's rmse: 3.87639 valid_1's rmse: 3.90193 [76] valid_0's rmse: 3.87258 valid_1's rmse: 3.89885 [77] valid_0's rmse: 3.86988 valid_1's rmse: 3.89773 [78] valid_0's rmse: 3.8669 valid_1's rmse: 3.89531 [79] valid_0's rmse: 3.86003 valid_1's rmse: 3.88892 [80] valid_0's rmse: 3.85471 valid_1's rmse: 3.88411 [81] valid_0's rmse: 3.84924 valid_1's rmse: 3.87875 [82] valid_0's rmse: 3.84621 valid_1's rmse: 3.87671 [83] valid_0's rmse: 3.84158 valid_1's rmse: 3.8729 [84] valid_0's rmse: 3.8363 valid_1's rmse: 3.86806 [85] valid_0's rmse: 3.83405 valid_1's rmse: 3.86606 [86] valid_0's rmse: 3.83145 valid_1's rmse: 3.86433 [87] valid_0's rmse: 3.82735 valid_1's rmse: 3.86046 [88] valid_0's rmse: 3.82343 valid_1's rmse: 3.85745 [89] valid_0's rmse: 3.82029 valid_1's rmse: 3.85716 [90] valid_0's rmse: 3.81742 valid_1's rmse: 3.85479 [91] valid_0's rmse: 3.81522 valid_1's rmse: 3.85396 [92] valid_0's rmse: 3.81312 valid_1's rmse: 3.85207 [93] valid_0's rmse: 3.81123 valid_1's rmse: 3.85148 [94] valid_0's rmse: 3.80716 valid_1's rmse: 3.84781 [95] valid_0's rmse: 3.80405 valid_1's rmse: 3.84543 [96] valid_0's rmse: 3.79896 valid_1's rmse: 3.8408 [97] valid_0's rmse: 3.79718 valid_1's rmse: 3.84005 [98] valid_0's rmse: 3.79512 valid_1's rmse: 3.8386 [99] valid_0's rmse: 3.79207 valid_1's rmse: 3.83837 [100] valid_0's rmse: 3.79002 valid_1's rmse: 3.83754 [101] valid_0's rmse: 3.78828 valid_1's rmse: 3.83663 [102] valid_0's rmse: 3.78518 valid_1's rmse: 3.83617 [103] valid_0's rmse: 3.78249 valid_1's rmse: 3.83514 [104] valid_0's rmse: 3.77954 valid_1's rmse: 3.83345 [105] valid_0's rmse: 3.77713 valid_1's rmse: 3.83185 [106] valid_0's rmse: 3.77336 valid_1's rmse: 3.82867 [107] valid_0's rmse: 3.77027 valid_1's rmse: 3.82589 [108] valid_0's rmse: 3.76717 valid_1's rmse: 3.82465 [109] valid_0's rmse: 3.76503 valid_1's rmse: 3.82298 [110] valid_0's rmse: 3.76232 valid_1's rmse: 3.82203 [111] valid_0's rmse: 3.76059 valid_1's rmse: 3.82131 [112] valid_0's rmse: 3.75778 valid_1's rmse: 3.81906 [113] valid_0's rmse: 3.75615 valid_1's rmse: 3.81832 [114] valid_0's rmse: 3.75446 valid_1's rmse: 3.8175 [115] valid_0's rmse: 3.75291 valid_1's rmse: 3.8171 [116] valid_0's rmse: 3.75019 valid_1's rmse: 3.81459 [117] valid_0's rmse: 3.74841 valid_1's rmse: 3.81314 [118] valid_0's rmse: 3.74645 valid_1's rmse: 3.81232 [119] valid_0's rmse: 3.74466 valid_1's rmse: 3.81205 [120] valid_0's rmse: 3.74215 valid_1's rmse: 3.8097 [121] valid_0's rmse: 3.73951 valid_1's rmse: 3.80866 [122] valid_0's rmse: 3.73717 valid_1's rmse: 3.8078 [123] valid_0's rmse: 3.73579 valid_1's rmse: 3.80746 [124] valid_0's rmse: 3.73426 valid_1's rmse: 3.80671 [125] valid_0's rmse: 3.73262 valid_1's rmse: 3.80575 [126] valid_0's rmse: 3.73016 valid_1's rmse: 3.80409 [127] valid_0's rmse: 3.72783 valid_1's rmse: 3.80316 [128] valid_0's rmse: 3.72636 valid_1's rmse: 3.80225 [129] valid_0's rmse: 3.72448 valid_1's rmse: 3.80106 [130] valid_0's rmse: 3.72322 valid_1's rmse: 3.8009 [131] valid_0's rmse: 3.72138 valid_1's rmse: 3.80039 [132] valid_0's rmse: 3.71859 valid_1's rmse: 3.79884 [133] valid_0's rmse: 3.71493 valid_1's rmse: 3.79521 [134] valid_0's rmse: 3.71264 valid_1's rmse: 3.7932 [135] valid_0's rmse: 3.71042 valid_1's rmse: 3.79171 [136] valid_0's rmse: 3.70887 valid_1's rmse: 3.79062 [137] valid_0's rmse: 3.70667 valid_1's rmse: 3.78858 [138] valid_0's rmse: 3.70555 valid_1's rmse: 3.78753 [139] valid_0's rmse: 3.70345 valid_1's rmse: 3.78581 [140] valid_0's rmse: 3.70126 valid_1's rmse: 3.78497 [141] valid_0's rmse: 3.69952 valid_1's rmse: 3.78518 [142] valid_0's rmse: 3.69644 valid_1's rmse: 3.78244 [143] valid_0's rmse: 3.69486 valid_1's rmse: 3.78187 [144] valid_0's rmse: 3.69234 valid_1's rmse: 3.77979 [145] valid_0's rmse: 3.69084 valid_1's rmse: 3.77914 [146] valid_0's rmse: 3.68826 valid_1's rmse: 3.7772 [147] valid_0's rmse: 3.6866 valid_1's rmse: 3.77651 [148] valid_0's rmse: 3.68438 valid_1's rmse: 3.77582 [149] valid_0's rmse: 3.68307 valid_1's rmse: 3.77497 [150] valid_0's rmse: 3.68231 valid_1's rmse: 3.77449 [151] valid_0's rmse: 3.68028 valid_1's rmse: 3.77328 [152] valid_0's rmse: 3.67833 valid_1's rmse: 3.77184 [153] valid_0's rmse: 3.67658 valid_1's rmse: 3.77092 [154] valid_0's rmse: 3.67489 valid_1's rmse: 3.77068 [155] valid_0's rmse: 3.67334 valid_1's rmse: 3.76994 [156] valid_0's rmse: 3.67162 valid_1's rmse: 3.76887 [157] valid_0's rmse: 3.66871 valid_1's rmse: 3.76673 [158] valid_0's rmse: 3.6671 valid_1's rmse: 3.76576 [159] valid_0's rmse: 3.66574 valid_1's rmse: 3.76501 [160] valid_0's rmse: 3.66429 valid_1's rmse: 3.76415 [161] valid_0's rmse: 3.66326 valid_1's rmse: 3.76345 [162] valid_0's rmse: 3.66183 valid_1's rmse: 3.76261 [163] valid_0's rmse: 3.66018 valid_1's rmse: 3.76126 [164] valid_0's rmse: 3.65881 valid_1's rmse: 3.76028 [165] valid_0's rmse: 3.65778 valid_1's rmse: 3.76033 [166] valid_0's rmse: 3.65655 valid_1's rmse: 3.7598 [167] valid_0's rmse: 3.65489 valid_1's rmse: 3.75917 [168] valid_0's rmse: 3.65296 valid_1's rmse: 3.7576 [169] valid_0's rmse: 3.65155 valid_1's rmse: 3.75746 [170] valid_0's rmse: 3.6506 valid_1's rmse: 3.75767 [171] valid_0's rmse: 3.64824 valid_1's rmse: 3.75577 [172] valid_0's rmse: 3.64716 valid_1's rmse: 3.75558 [173] valid_0's rmse: 3.64548 valid_1's rmse: 3.75426 [174] valid_0's rmse: 3.6438 valid_1's rmse: 3.75385 [175] valid_0's rmse: 3.64263 valid_1's rmse: 3.75402 [176] valid_0's rmse: 3.64164 valid_1's rmse: 3.75379 [177] valid_0's rmse: 3.64052 valid_1's rmse: 3.75358 [178] valid_0's rmse: 3.63944 valid_1's rmse: 3.75304 [179] valid_0's rmse: 3.63824 valid_1's rmse: 3.75234 [180] valid_0's rmse: 3.63667 valid_1's rmse: 3.75188 [181] valid_0's rmse: 3.63525 valid_1's rmse: 3.75179 [182] valid_0's rmse: 3.63341 valid_1's rmse: 3.75155 [183] valid_0's rmse: 3.63204 valid_1's rmse: 3.75082 [184] valid_0's rmse: 3.63034 valid_1's rmse: 3.75013 [185] valid_0's rmse: 3.62889 valid_1's rmse: 3.74975 [186] valid_0's rmse: 3.62787 valid_1's rmse: 3.74947 [187] valid_0's rmse: 3.62707 valid_1's rmse: 3.74915 [188] valid_0's rmse: 3.62622 valid_1's rmse: 3.74904 [189] valid_0's rmse: 3.62484 valid_1's rmse: 3.74787 [190] valid_0's rmse: 3.62358 valid_1's rmse: 3.74789 [191] valid_0's rmse: 3.62223 valid_1's rmse: 3.7468 [192] valid_0's rmse: 3.6212 valid_1's rmse: 3.74641 [193] valid_0's rmse: 3.61989 valid_1's rmse: 3.74582 [194] valid_0's rmse: 3.61849 valid_1's rmse: 3.74489 [195] valid_0's rmse: 3.61737 valid_1's rmse: 3.74444 [196] valid_0's rmse: 3.61677 valid_1's rmse: 3.74399 [197] valid_0's rmse: 3.61548 valid_1's rmse: 3.74318 [198] valid_0's rmse: 3.61383 valid_1's rmse: 3.74217 [199] valid_0's rmse: 3.61308 valid_1's rmse: 3.74174 [200] valid_0's rmse: 3.61175 valid_1's rmse: 3.7405 [201] valid_0's rmse: 3.61074 valid_1's rmse: 3.7402 [202] valid_0's rmse: 3.60975 valid_1's rmse: 3.73965 [203] valid_0's rmse: 3.60842 valid_1's rmse: 3.73852 [204] valid_0's rmse: 3.60732 valid_1's rmse: 3.73812 [205] valid_0's rmse: 3.60659 valid_1's rmse: 3.73775 [206] valid_0's rmse: 3.60615 valid_1's rmse: 3.7376 [207] valid_0's rmse: 3.60455 valid_1's rmse: 3.73622 [208] valid_0's rmse: 3.60388 valid_1's rmse: 3.73639 [209] valid_0's rmse: 3.60317 valid_1's rmse: 3.73597 [210] valid_0's rmse: 3.60199 valid_1's rmse: 3.73585 [211] valid_0's rmse: 3.60112 valid_1's rmse: 3.73562 [212] valid_0's rmse: 3.60011 valid_1's rmse: 3.73524 [213] valid_0's rmse: 3.59821 valid_1's rmse: 3.73394 [214] valid_0's rmse: 3.59735 valid_1's rmse: 3.73332 [215] valid_0's rmse: 3.59586 valid_1's rmse: 3.73206 [216] valid_0's rmse: 3.59505 valid_1's rmse: 3.73184 [217] valid_0's rmse: 3.59436 valid_1's rmse: 3.73155 [218] valid_0's rmse: 3.59327 valid_1's rmse: 3.73141 [219] valid_0's rmse: 3.59237 valid_1's rmse: 3.73176 [220] valid_0's rmse: 3.59167 valid_1's rmse: 3.73155 [221] valid_0's rmse: 3.59018 valid_1's rmse: 3.73048 [222] valid_0's rmse: 3.58926 valid_1's rmse: 3.73015 [223] valid_0's rmse: 3.58798 valid_1's rmse: 3.72993 [224] valid_0's rmse: 3.58673 valid_1's rmse: 3.72997 [225] valid_0's rmse: 3.58555 valid_1's rmse: 3.72927 [226] valid_0's rmse: 3.58425 valid_1's rmse: 3.72873 [227] valid_0's rmse: 3.58373 valid_1's rmse: 3.72845 [228] valid_0's rmse: 3.58297 valid_1's rmse: 3.728 [229] valid_0's rmse: 3.58209 valid_1's rmse: 3.72825 [230] valid_0's rmse: 3.58113 valid_1's rmse: 3.72812 [231] valid_0's rmse: 3.58038 valid_1's rmse: 3.72807 [232] valid_0's rmse: 3.57924 valid_1's rmse: 3.72737 [233] valid_0's rmse: 3.57801 valid_1's rmse: 3.72664 [234] valid_0's rmse: 3.57656 valid_1's rmse: 3.72603 [235] valid_0's rmse: 3.57532 valid_1's rmse: 3.72583 [236] valid_0's rmse: 3.57358 valid_1's rmse: 3.72488 [237] valid_0's rmse: 3.57275 valid_1's rmse: 3.72425 [238] valid_0's rmse: 3.57195 valid_1's rmse: 3.72366 [239] valid_0's rmse: 3.57107 valid_1's rmse: 3.72334 [240] valid_0's rmse: 3.57056 valid_1's rmse: 3.72303 [241] valid_0's rmse: 3.56932 valid_1's rmse: 3.72234 [242] valid_0's rmse: 3.5685 valid_1's rmse: 3.72209 [243] valid_0's rmse: 3.56755 valid_1's rmse: 3.72196 [244] valid_0's rmse: 3.56644 valid_1's rmse: 3.72155 [245] valid_0's rmse: 3.56552 valid_1's rmse: 3.72118 [246] valid_0's rmse: 3.56453 valid_1's rmse: 3.72068 [247] valid_0's rmse: 3.56342 valid_1's rmse: 3.72012 [248] valid_0's rmse: 3.56255 valid_1's rmse: 3.71972 [249] valid_0's rmse: 3.5617 valid_1's rmse: 3.71941 [250] valid_0's rmse: 3.56095 valid_1's rmse: 3.71945 [251] valid_0's rmse: 3.56041 valid_1's rmse: 3.71935 [252] valid_0's rmse: 3.55948 valid_1's rmse: 3.71955 [253] valid_0's rmse: 3.55875 valid_1's rmse: 3.71962 [254] valid_0's rmse: 3.55787 valid_1's rmse: 3.71906 [255] valid_0's rmse: 3.55693 valid_1's rmse: 3.71846 [256] valid_0's rmse: 3.55602 valid_1's rmse: 3.7188 [257] valid_0's rmse: 3.55503 valid_1's rmse: 3.71841 [258] valid_0's rmse: 3.55433 valid_1's rmse: 3.71803 [259] valid_0's rmse: 3.55327 valid_1's rmse: 3.71732 [260] valid_0's rmse: 3.55231 valid_1's rmse: 3.7172 [261] valid_0's rmse: 3.5513 valid_1's rmse: 3.71699 [262] valid_0's rmse: 3.55073 valid_1's rmse: 3.71687 [263] valid_0's rmse: 3.55019 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valid_0's rmse: 3.53419 valid_1's rmse: 3.70944 [283] valid_0's rmse: 3.53324 valid_1's rmse: 3.70908 [284] valid_0's rmse: 3.53216 valid_1's rmse: 3.70839 [285] valid_0's rmse: 3.5312 valid_1's rmse: 3.70765 [286] valid_0's rmse: 3.5305 valid_1's rmse: 3.70769 [287] valid_0's rmse: 3.52978 valid_1's rmse: 3.70788 [288] valid_0's rmse: 3.52885 valid_1's rmse: 3.70711 [289] valid_0's rmse: 3.52796 valid_1's rmse: 3.7068 [290] valid_0's rmse: 3.52694 valid_1's rmse: 3.70625 [291] valid_0's rmse: 3.52627 valid_1's rmse: 3.70609 [292] valid_0's rmse: 3.52558 valid_1's rmse: 3.70569 [293] valid_0's rmse: 3.52461 valid_1's rmse: 3.70518 [294] valid_0's rmse: 3.52427 valid_1's rmse: 3.70516 [295] valid_0's rmse: 3.52359 valid_1's rmse: 3.70473 [296] valid_0's rmse: 3.52278 valid_1's rmse: 3.70504 [297] valid_0's rmse: 3.52198 valid_1's rmse: 3.70459 [298] valid_0's rmse: 3.52137 valid_1's rmse: 3.70465 [299] valid_0's rmse: 3.52054 valid_1's rmse: 3.70423 [300] valid_0's rmse: 3.5197 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[412] valid_0's rmse: 3.44431 valid_1's rmse: 3.68542 [413] valid_0's rmse: 3.44363 valid_1's rmse: 3.68553 [414] valid_0's rmse: 3.44323 valid_1's rmse: 3.68549 [415] valid_0's rmse: 3.44287 valid_1's rmse: 3.68548 [416] valid_0's rmse: 3.44179 valid_1's rmse: 3.68508 [417] valid_0's rmse: 3.44137 valid_1's rmse: 3.6851 [418] valid_0's rmse: 3.44078 valid_1's rmse: 3.6851 [419] valid_0's rmse: 3.44012 valid_1's rmse: 3.68511 [420] valid_0's rmse: 3.43941 valid_1's rmse: 3.68462 [421] valid_0's rmse: 3.43896 valid_1's rmse: 3.6843 [422] valid_0's rmse: 3.43849 valid_1's rmse: 3.6844 [423] valid_0's rmse: 3.43767 valid_1's rmse: 3.68421 [424] valid_0's rmse: 3.43733 valid_1's rmse: 3.68411 [425] valid_0's rmse: 3.43648 valid_1's rmse: 3.68395 [426] valid_0's rmse: 3.43604 valid_1's rmse: 3.68425 [427] valid_0's rmse: 3.43557 valid_1's rmse: 3.68419 [428] valid_0's rmse: 3.435 valid_1's rmse: 3.68382 [429] valid_0's rmse: 3.43449 valid_1's rmse: 3.68354 [430] valid_0's rmse: 3.43388 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valid_1's rmse: 3.67508 [505] valid_0's rmse: 3.39582 valid_1's rmse: 3.67507 [506] valid_0's rmse: 3.39543 valid_1's rmse: 3.67519 [507] valid_0's rmse: 3.39515 valid_1's rmse: 3.67515 [508] valid_0's rmse: 3.39464 valid_1's rmse: 3.67498 [509] valid_0's rmse: 3.39398 valid_1's rmse: 3.67487 [510] valid_0's rmse: 3.39307 valid_1's rmse: 3.67444 [511] valid_0's rmse: 3.39244 valid_1's rmse: 3.67438 [512] valid_0's rmse: 3.39196 valid_1's rmse: 3.67437 [513] valid_0's rmse: 3.39173 valid_1's rmse: 3.67435 [514] valid_0's rmse: 3.39108 valid_1's rmse: 3.67456 [515] valid_0's rmse: 3.39073 valid_1's rmse: 3.67444 [516] valid_0's rmse: 3.39042 valid_1's rmse: 3.67434 [517] valid_0's rmse: 3.38986 valid_1's rmse: 3.67425 [518] valid_0's rmse: 3.38952 valid_1's rmse: 3.67421 [519] valid_0's rmse: 3.38907 valid_1's rmse: 3.6742 [520] valid_0's rmse: 3.38829 valid_1's rmse: 3.67362 [521] valid_0's rmse: 3.38792 valid_1's rmse: 3.67356 [522] valid_0's rmse: 3.3875 valid_1's rmse: 3.67348 [523] valid_0's rmse: 3.38711 valid_1's rmse: 3.67333 [524] valid_0's rmse: 3.38659 valid_1's rmse: 3.6732 [525] valid_0's rmse: 3.38618 valid_1's rmse: 3.67303 [526] valid_0's rmse: 3.38572 valid_1's rmse: 3.67316 [527] valid_0's rmse: 3.38516 valid_1's rmse: 3.67354 [528] valid_0's rmse: 3.38469 valid_1's rmse: 3.67341 [529] valid_0's rmse: 3.38426 valid_1's rmse: 3.67347 [530] valid_0's rmse: 3.38385 valid_1's rmse: 3.67357 [531] valid_0's rmse: 3.38326 valid_1's rmse: 3.67325 [532] valid_0's rmse: 3.38257 valid_1's rmse: 3.67305 [533] valid_0's rmse: 3.38218 valid_1's rmse: 3.67288 [534] valid_0's rmse: 3.38171 valid_1's rmse: 3.67265 [535] valid_0's rmse: 3.3816 valid_1's rmse: 3.67266 [536] valid_0's rmse: 3.38108 valid_1's rmse: 3.67252 [537] valid_0's rmse: 3.38058 valid_1's rmse: 3.67243 [538] valid_0's rmse: 3.37985 valid_1's rmse: 3.67204 [539] valid_0's rmse: 3.37952 valid_1's rmse: 3.67197 [540] valid_0's rmse: 3.37912 valid_1's rmse: 3.672 [541] valid_0's rmse: 3.37866 valid_1's rmse: 3.67195 [542] valid_0's rmse: 3.37831 valid_1's rmse: 3.6718 [543] valid_0's rmse: 3.3779 valid_1's rmse: 3.67166 [544] valid_0's rmse: 3.37742 valid_1's rmse: 3.67134 [545] valid_0's rmse: 3.3771 valid_1's rmse: 3.67132 [546] valid_0's rmse: 3.37675 valid_1's rmse: 3.67116 [547] valid_0's rmse: 3.37643 valid_1's rmse: 3.67107 [548] valid_0's rmse: 3.37596 valid_1's rmse: 3.67101 [549] valid_0's rmse: 3.37553 valid_1's rmse: 3.67107 [550] valid_0's rmse: 3.37501 valid_1's rmse: 3.67094 [551] valid_0's rmse: 3.3745 valid_1's rmse: 3.67081 [552] valid_0's rmse: 3.37392 valid_1's rmse: 3.67074 [553] valid_0's rmse: 3.37355 valid_1's rmse: 3.67055 [554] valid_0's rmse: 3.37333 valid_1's rmse: 3.67062 [555] valid_0's rmse: 3.37297 valid_1's rmse: 3.67046 [556] valid_0's rmse: 3.37247 valid_1's rmse: 3.67067 [557] valid_0's rmse: 3.37195 valid_1's rmse: 3.67032 [558] valid_0's rmse: 3.3717 valid_1's rmse: 3.67022 [559] valid_0's rmse: 3.37135 valid_1's rmse: 3.67036 [560] valid_0's rmse: 3.37096 valid_1's rmse: 3.67036 [561] valid_0's rmse: 3.37063 valid_1's rmse: 3.67044 [562] valid_0's rmse: 3.37024 valid_1's rmse: 3.67059 [563] valid_0's rmse: 3.36986 valid_1's rmse: 3.67049 [564] valid_0's rmse: 3.36924 valid_1's rmse: 3.67063 [565] valid_0's rmse: 3.36884 valid_1's rmse: 3.67061 [566] valid_0's rmse: 3.36829 valid_1's rmse: 3.67048 [567] valid_0's rmse: 3.36764 valid_1's rmse: 3.67054 [568] valid_0's rmse: 3.36726 valid_1's rmse: 3.67074 [569] valid_0's rmse: 3.36688 valid_1's rmse: 3.67082 [570] valid_0's rmse: 3.36636 valid_1's rmse: 3.6706 [571] valid_0's rmse: 3.3659 valid_1's rmse: 3.67047 [572] valid_0's rmse: 3.36547 valid_1's rmse: 3.67041 [573] valid_0's rmse: 3.36501 valid_1's rmse: 3.67029 [574] valid_0's rmse: 3.36458 valid_1's rmse: 3.67014 [575] valid_0's rmse: 3.36428 valid_1's rmse: 3.67017 [576] valid_0's rmse: 3.36361 valid_1's rmse: 3.67067 [577] valid_0's rmse: 3.3633 valid_1's rmse: 3.67056 [578] valid_0's rmse: 3.36275 valid_1's rmse: 3.67084 [579] valid_0's rmse: 3.36235 valid_1's rmse: 3.6707 [580] valid_0's rmse: 3.36199 valid_1's rmse: 3.6708 [581] valid_0's rmse: 3.36168 valid_1's rmse: 3.67093 [582] valid_0's rmse: 3.36115 valid_1's rmse: 3.67089 [583] valid_0's rmse: 3.36093 valid_1's rmse: 3.67082 [584] valid_0's rmse: 3.36047 valid_1's rmse: 3.67068 [585] valid_0's rmse: 3.36011 valid_1's rmse: 3.67082 [586] valid_0's rmse: 3.3599 valid_1's rmse: 3.67081 [587] valid_0's rmse: 3.35952 valid_1's rmse: 3.67067 [588] valid_0's rmse: 3.35895 valid_1's rmse: 3.67046 [589] valid_0's rmse: 3.35856 valid_1's rmse: 3.67035 [590] valid_0's rmse: 3.35819 valid_1's rmse: 3.67035 [591] valid_0's rmse: 3.35804 valid_1's rmse: 3.67037 [592] valid_0's rmse: 3.35762 valid_1's rmse: 3.67053 [593] valid_0's rmse: 3.35698 valid_1's rmse: 3.67061 [594] valid_0's rmse: 3.35669 valid_1's rmse: 3.6706 Early stopping, best iteration is: [574] valid_0's rmse: 3.36458 valid_1's rmse: 3.67014 SCORE: 3.6701350446967216 [1] valid_0's rmse: 8.97989 valid_1's rmse: 8.93957 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38489 valid_1's rmse: 8.34546 [3] valid_0's rmse: 7.8638 valid_1's rmse: 7.82583 [4] valid_0's rmse: 7.40681 valid_1's rmse: 7.37047 [5] valid_0's rmse: 7.01437 valid_1's rmse: 6.97965 [6] valid_0's rmse: 6.66601 valid_1's rmse: 6.63191 [7] valid_0's rmse: 6.37106 valid_1's rmse: 6.33797 [8] valid_0's rmse: 6.11019 valid_1's rmse: 6.07704 [9] valid_0's rmse: 5.88829 valid_1's rmse: 5.85739 [10] valid_0's rmse: 5.69495 valid_1's rmse: 5.66553 [11] valid_0's rmse: 5.53473 valid_1's rmse: 5.50611 [12] valid_0's rmse: 5.3895 valid_1's rmse: 5.36184 [13] valid_0's rmse: 5.25783 valid_1's rmse: 5.23056 [14] valid_0's rmse: 5.13385 valid_1's rmse: 5.1067 [15] valid_0's rmse: 5.01745 valid_1's rmse: 4.99077 [16] valid_0's rmse: 4.92541 valid_1's rmse: 4.89899 [17] valid_0's rmse: 4.83136 valid_1's rmse: 4.80605 [18] valid_0's rmse: 4.7683 valid_1's rmse: 4.74366 [19] valid_0's rmse: 4.71394 valid_1's rmse: 4.69086 [20] valid_0's rmse: 4.64256 valid_1's rmse: 4.62 [21] valid_0's rmse: 4.59383 valid_1's rmse: 4.57265 [22] valid_0's rmse: 4.55439 valid_1's rmse: 4.53304 [23] valid_0's rmse: 4.51578 valid_1's rmse: 4.495 [24] valid_0's rmse: 4.47299 valid_1's rmse: 4.45266 [25] valid_0's rmse: 4.431 valid_1's rmse: 4.41205 [26] valid_0's rmse: 4.40655 valid_1's rmse: 4.38855 [27] valid_0's rmse: 4.3687 valid_1's rmse: 4.35097 [28] valid_0's rmse: 4.33373 valid_1's rmse: 4.31643 [29] valid_0's rmse: 4.31186 valid_1's rmse: 4.29649 [30] valid_0's rmse: 4.29641 valid_1's rmse: 4.28122 [31] valid_0's rmse: 4.27671 valid_1's rmse: 4.26176 [32] valid_0's rmse: 4.24984 valid_1's rmse: 4.2353 [33] valid_0's rmse: 4.23641 valid_1's rmse: 4.22372 [34] valid_0's rmse: 4.21475 valid_1's rmse: 4.20271 [35] valid_0's rmse: 4.19682 valid_1's rmse: 4.18567 [36] valid_0's rmse: 4.18731 valid_1's rmse: 4.17693 [37] valid_0's rmse: 4.17168 valid_1's rmse: 4.16183 [38] valid_0's rmse: 4.15821 valid_1's rmse: 4.14991 [39] valid_0's rmse: 4.15028 valid_1's rmse: 4.14334 [40] valid_0's rmse: 4.13534 valid_1's rmse: 4.12899 [41] valid_0's rmse: 4.12653 valid_1's rmse: 4.12068 [42] valid_0's rmse: 4.11616 valid_1's rmse: 4.11035 [43] valid_0's rmse: 4.10762 valid_1's rmse: 4.10267 [44] valid_0's rmse: 4.08792 valid_1's rmse: 4.08312 [45] valid_0's rmse: 4.08002 valid_1's rmse: 4.07729 [46] valid_0's rmse: 4.07024 valid_1's rmse: 4.06752 [47] valid_0's rmse: 4.0647 valid_1's rmse: 4.0633 [48] valid_0's rmse: 4.05661 valid_1's rmse: 4.05653 [49] valid_0's rmse: 4.05168 valid_1's rmse: 4.05214 [50] valid_0's rmse: 4.04604 valid_1's rmse: 4.04766 [51] valid_0's rmse: 4.02902 valid_1's rmse: 4.03072 [52] valid_0's rmse: 4.01983 valid_1's rmse: 4.02242 [53] valid_0's rmse: 4.01494 valid_1's rmse: 4.01858 [54] valid_0's rmse: 4.00828 valid_1's rmse: 4.01244 [55] valid_0's rmse: 4.00167 valid_1's rmse: 4.0063 [56] valid_0's rmse: 3.99723 valid_1's rmse: 4.0025 [57] valid_0's rmse: 3.98888 valid_1's rmse: 3.99491 [58] valid_0's rmse: 3.98296 valid_1's rmse: 3.98969 [59] valid_0's rmse: 3.97455 valid_1's rmse: 3.98183 [60] valid_0's rmse: 3.96542 valid_1's rmse: 3.97332 [61] valid_0's rmse: 3.95613 valid_1's rmse: 3.96685 [62] valid_0's rmse: 3.95087 valid_1's rmse: 3.9626 [63] valid_0's rmse: 3.94595 valid_1's rmse: 3.95841 [64] valid_0's rmse: 3.94173 valid_1's rmse: 3.9555 [65] valid_0's rmse: 3.93615 valid_1's rmse: 3.95109 [66] valid_0's rmse: 3.93254 valid_1's rmse: 3.94853 [67] valid_0's rmse: 3.9236 valid_1's rmse: 3.93952 [68] valid_0's rmse: 3.91885 valid_1's rmse: 3.9369 [69] valid_0's rmse: 3.915 valid_1's rmse: 3.93357 [70] valid_0's rmse: 3.91071 valid_1's rmse: 3.93058 [71] valid_0's rmse: 3.90524 valid_1's rmse: 3.92545 [72] valid_0's rmse: 3.90132 valid_1's rmse: 3.9224 [73] valid_0's rmse: 3.89836 valid_1's rmse: 3.92146 [74] valid_0's rmse: 3.88927 valid_1's rmse: 3.91338 [75] valid_0's rmse: 3.88437 valid_1's rmse: 3.90945 [76] valid_0's rmse: 3.88051 valid_1's rmse: 3.90669 [77] valid_0's rmse: 3.87616 valid_1's rmse: 3.90354 [78] valid_0's rmse: 3.87264 valid_1's rmse: 3.90057 [79] valid_0's rmse: 3.86703 valid_1's rmse: 3.89525 [80] valid_0's rmse: 3.86451 valid_1's rmse: 3.89338 [81] valid_0's rmse: 3.85791 valid_1's rmse: 3.88702 [82] valid_0's rmse: 3.85306 valid_1's rmse: 3.8819 [83] valid_0's rmse: 3.85044 valid_1's rmse: 3.88004 [84] valid_0's rmse: 3.84722 valid_1's rmse: 3.87771 [85] valid_0's rmse: 3.84394 valid_1's rmse: 3.87541 [86] valid_0's rmse: 3.83895 valid_1's rmse: 3.87092 [87] valid_0's rmse: 3.83627 valid_1's rmse: 3.86902 [88] valid_0's rmse: 3.83323 valid_1's rmse: 3.86644 [89] valid_0's rmse: 3.82937 valid_1's rmse: 3.86338 [90] valid_0's rmse: 3.8263 valid_1's rmse: 3.86176 [91] valid_0's rmse: 3.82362 valid_1's rmse: 3.86074 [92] valid_0's rmse: 3.81981 valid_1's rmse: 3.85717 [93] valid_0's rmse: 3.81424 valid_1's rmse: 3.85182 [94] valid_0's rmse: 3.81216 valid_1's rmse: 3.85057 [95] valid_0's rmse: 3.81008 valid_1's rmse: 3.84951 [96] valid_0's rmse: 3.80596 valid_1's rmse: 3.84749 [97] valid_0's rmse: 3.80302 valid_1's rmse: 3.8453 [98] valid_0's rmse: 3.79869 valid_1's rmse: 3.8411 [99] valid_0's rmse: 3.79696 valid_1's rmse: 3.84035 [100] valid_0's rmse: 3.79337 valid_1's rmse: 3.83748 [101] valid_0's rmse: 3.79186 valid_1's rmse: 3.83704 [102] valid_0's rmse: 3.78891 valid_1's rmse: 3.83623 [103] valid_0's rmse: 3.78548 valid_1's rmse: 3.83351 [104] valid_0's rmse: 3.78373 valid_1's rmse: 3.83258 [105] valid_0's rmse: 3.78122 valid_1's rmse: 3.83143 [106] valid_0's rmse: 3.77827 valid_1's rmse: 3.82861 [107] valid_0's rmse: 3.77589 valid_1's rmse: 3.82695 [108] valid_0's rmse: 3.77222 valid_1's rmse: 3.82399 [109] valid_0's rmse: 3.77016 valid_1's rmse: 3.82328 [110] valid_0's rmse: 3.76826 valid_1's rmse: 3.82286 [111] valid_0's rmse: 3.76553 valid_1's rmse: 3.82125 [112] valid_0's rmse: 3.76302 valid_1's rmse: 3.81894 [113] valid_0's rmse: 3.76073 valid_1's rmse: 3.81737 [114] valid_0's rmse: 3.75775 valid_1's rmse: 3.81507 [115] valid_0's rmse: 3.75581 valid_1's rmse: 3.8146 [116] valid_0's rmse: 3.75334 valid_1's rmse: 3.81291 [117] valid_0's rmse: 3.75113 valid_1's rmse: 3.81161 [118] valid_0's rmse: 3.74857 valid_1's rmse: 3.80982 [119] valid_0's rmse: 3.74653 valid_1's rmse: 3.80843 [120] valid_0's rmse: 3.74376 valid_1's rmse: 3.80606 [121] valid_0's rmse: 3.74162 valid_1's rmse: 3.80482 [122] valid_0's rmse: 3.74012 valid_1's rmse: 3.8045 [123] valid_0's rmse: 3.7388 valid_1's rmse: 3.80366 [124] valid_0's rmse: 3.73715 valid_1's rmse: 3.80262 [125] valid_0's rmse: 3.73533 valid_1's rmse: 3.8024 [126] valid_0's rmse: 3.73371 valid_1's rmse: 3.80177 [127] valid_0's rmse: 3.73236 valid_1's rmse: 3.80129 [128] valid_0's rmse: 3.73096 valid_1's rmse: 3.80045 [129] valid_0's rmse: 3.72865 valid_1's rmse: 3.79838 [130] valid_0's rmse: 3.72428 valid_1's rmse: 3.79442 [131] valid_0's rmse: 3.723 valid_1's rmse: 3.79341 [132] valid_0's rmse: 3.72101 valid_1's rmse: 3.79197 [133] valid_0's rmse: 3.7196 valid_1's rmse: 3.79098 [134] valid_0's rmse: 3.71846 valid_1's rmse: 3.79007 [135] valid_0's rmse: 3.71503 valid_1's rmse: 3.78739 [136] valid_0's rmse: 3.7134 valid_1's rmse: 3.78713 [137] valid_0's rmse: 3.71218 valid_1's rmse: 3.78668 [138] valid_0's rmse: 3.71027 valid_1's rmse: 3.78523 [139] valid_0's rmse: 3.70831 valid_1's rmse: 3.78434 [140] valid_0's rmse: 3.70661 valid_1's rmse: 3.78404 [141] valid_0's rmse: 3.70526 valid_1's rmse: 3.78366 [142] valid_0's rmse: 3.70364 valid_1's rmse: 3.78243 [143] valid_0's rmse: 3.70175 valid_1's rmse: 3.78154 [144] valid_0's rmse: 3.70058 valid_1's rmse: 3.78115 [145] valid_0's rmse: 3.69893 valid_1's rmse: 3.77976 [146] valid_0's rmse: 3.69743 valid_1's rmse: 3.77868 [147] valid_0's rmse: 3.69559 valid_1's rmse: 3.77756 [148] valid_0's rmse: 3.69435 valid_1's rmse: 3.77733 [149] valid_0's rmse: 3.6929 valid_1's rmse: 3.77627 [150] valid_0's rmse: 3.69124 valid_1's rmse: 3.77551 [151] valid_0's rmse: 3.68951 valid_1's rmse: 3.77428 [152] valid_0's rmse: 3.68749 valid_1's rmse: 3.7732 [153] valid_0's rmse: 3.68566 valid_1's rmse: 3.77173 [154] valid_0's rmse: 3.68413 valid_1's rmse: 3.77026 [155] valid_0's rmse: 3.68272 valid_1's rmse: 3.76973 [156] valid_0's rmse: 3.68091 valid_1's rmse: 3.7681 [157] valid_0's rmse: 3.67882 valid_1's rmse: 3.76677 [158] valid_0's rmse: 3.67662 valid_1's rmse: 3.76544 [159] valid_0's rmse: 3.67585 valid_1's rmse: 3.76511 [160] valid_0's rmse: 3.67407 valid_1's rmse: 3.76439 [161] valid_0's rmse: 3.67232 valid_1's rmse: 3.7638 [162] valid_0's rmse: 3.67092 valid_1's rmse: 3.76339 [163] valid_0's rmse: 3.66912 valid_1's rmse: 3.76251 [164] valid_0's rmse: 3.66699 valid_1's rmse: 3.76264 [165] valid_0's rmse: 3.66578 valid_1's rmse: 3.76247 [166] valid_0's rmse: 3.66451 valid_1's rmse: 3.76198 [167] valid_0's rmse: 3.66254 valid_1's rmse: 3.76046 [168] valid_0's rmse: 3.66116 valid_1's rmse: 3.75955 [169] valid_0's rmse: 3.66025 valid_1's rmse: 3.75925 [170] valid_0's rmse: 3.65947 valid_1's rmse: 3.75926 [171] valid_0's rmse: 3.65741 valid_1's rmse: 3.75742 [172] valid_0's rmse: 3.65606 valid_1's rmse: 3.75698 [173] valid_0's rmse: 3.65433 valid_1's rmse: 3.75635 [174] valid_0's rmse: 3.65272 valid_1's rmse: 3.75544 [175] valid_0's rmse: 3.65131 valid_1's rmse: 3.75499 [176] valid_0's rmse: 3.64964 valid_1's rmse: 3.75386 [177] valid_0's rmse: 3.64828 valid_1's rmse: 3.75338 [178] valid_0's rmse: 3.64748 valid_1's rmse: 3.75332 [179] valid_0's rmse: 3.64608 valid_1's rmse: 3.75249 [180] valid_0's rmse: 3.64463 valid_1's rmse: 3.75216 [181] valid_0's rmse: 3.64317 valid_1's rmse: 3.75144 [182] valid_0's rmse: 3.64164 valid_1's rmse: 3.75162 [183] valid_0's rmse: 3.64071 valid_1's rmse: 3.75132 [184] valid_0's rmse: 3.63962 valid_1's rmse: 3.75109 [185] valid_0's rmse: 3.63832 valid_1's rmse: 3.75027 [186] valid_0's rmse: 3.63719 valid_1's rmse: 3.74989 [187] valid_0's rmse: 3.63517 valid_1's rmse: 3.74863 [188] valid_0's rmse: 3.63404 valid_1's rmse: 3.74782 [189] valid_0's rmse: 3.63299 valid_1's rmse: 3.74724 [190] valid_0's rmse: 3.63212 valid_1's rmse: 3.74717 [191] valid_0's rmse: 3.63045 valid_1's rmse: 3.7468 [192] valid_0's rmse: 3.62927 valid_1's rmse: 3.74644 [193] valid_0's rmse: 3.62792 valid_1's rmse: 3.74591 [194] valid_0's rmse: 3.6267 valid_1's rmse: 3.74549 [195] valid_0's rmse: 3.62558 valid_1's rmse: 3.74526 [196] valid_0's rmse: 3.62447 valid_1's rmse: 3.74457 [197] valid_0's rmse: 3.62353 valid_1's rmse: 3.74453 [198] valid_0's rmse: 3.62189 valid_1's rmse: 3.74451 [199] valid_0's rmse: 3.62107 valid_1's rmse: 3.74445 [200] valid_0's rmse: 3.61965 valid_1's rmse: 3.74331 [201] valid_0's rmse: 3.6185 valid_1's rmse: 3.74222 [202] valid_0's rmse: 3.6171 valid_1's rmse: 3.74194 [203] valid_0's rmse: 3.61634 valid_1's rmse: 3.74152 [204] valid_0's rmse: 3.61511 valid_1's rmse: 3.74052 [205] valid_0's rmse: 3.61308 valid_1's rmse: 3.73928 [206] valid_0's rmse: 3.61255 valid_1's rmse: 3.73933 [207] valid_0's rmse: 3.61161 valid_1's rmse: 3.73898 [208] valid_0's rmse: 3.6102 valid_1's rmse: 3.73877 [209] valid_0's rmse: 3.6096 valid_1's rmse: 3.73864 [210] valid_0's rmse: 3.60794 valid_1's rmse: 3.73753 [211] valid_0's rmse: 3.6069 valid_1's rmse: 3.73764 [212] valid_0's rmse: 3.60536 valid_1's rmse: 3.73748 [213] valid_0's rmse: 3.60458 valid_1's rmse: 3.73721 [214] valid_0's rmse: 3.60351 valid_1's rmse: 3.73721 [215] valid_0's rmse: 3.60224 valid_1's rmse: 3.73611 [216] valid_0's rmse: 3.60124 valid_1's rmse: 3.73608 [217] valid_0's rmse: 3.59984 valid_1's rmse: 3.73556 [218] valid_0's rmse: 3.59877 valid_1's rmse: 3.73517 [219] valid_0's rmse: 3.59734 valid_1's rmse: 3.73418 [220] valid_0's rmse: 3.59657 valid_1's rmse: 3.73391 [221] valid_0's rmse: 3.59576 valid_1's rmse: 3.73358 [222] valid_0's rmse: 3.595 valid_1's rmse: 3.73342 [223] valid_0's rmse: 3.59389 valid_1's rmse: 3.73348 [224] valid_0's rmse: 3.59348 valid_1's rmse: 3.73339 [225] valid_0's rmse: 3.59143 valid_1's rmse: 3.73145 [226] valid_0's rmse: 3.59044 valid_1's 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valid_0's rmse: 3.57062 valid_1's rmse: 3.72357 [246] valid_0's rmse: 3.56966 valid_1's rmse: 3.72294 [247] valid_0's rmse: 3.56914 valid_1's rmse: 3.72285 [248] valid_0's rmse: 3.56757 valid_1's rmse: 3.72161 [249] valid_0's rmse: 3.56655 valid_1's rmse: 3.72096 [250] valid_0's rmse: 3.56603 valid_1's rmse: 3.72086 [251] valid_0's rmse: 3.56493 valid_1's rmse: 3.72045 [252] valid_0's rmse: 3.56358 valid_1's rmse: 3.71947 [253] valid_0's rmse: 3.5629 valid_1's rmse: 3.71913 [254] valid_0's rmse: 3.56248 valid_1's rmse: 3.71904 [255] valid_0's rmse: 3.56135 valid_1's rmse: 3.71859 [256] valid_0's rmse: 3.56069 valid_1's rmse: 3.71863 [257] valid_0's rmse: 3.56003 valid_1's rmse: 3.71838 [258] valid_0's rmse: 3.5591 valid_1's rmse: 3.71836 [259] valid_0's rmse: 3.55717 valid_1's rmse: 3.71704 [260] valid_0's rmse: 3.55679 valid_1's rmse: 3.71681 [261] valid_0's rmse: 3.55566 valid_1's rmse: 3.71604 [262] valid_0's rmse: 3.55506 valid_1's rmse: 3.71615 [263] valid_0's rmse: 3.5544 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3.42168 valid_1's rmse: 3.67593 [468] valid_0's rmse: 3.4209 valid_1's rmse: 3.67571 [469] valid_0's rmse: 3.42052 valid_1's rmse: 3.67558 [470] valid_0's rmse: 3.42025 valid_1's rmse: 3.6756 [471] valid_0's rmse: 3.42007 valid_1's rmse: 3.67561 [472] valid_0's rmse: 3.41964 valid_1's rmse: 3.67568 [473] valid_0's rmse: 3.41932 valid_1's rmse: 3.67576 [474] valid_0's rmse: 3.41894 valid_1's rmse: 3.67576 [475] valid_0's rmse: 3.41831 valid_1's rmse: 3.67555 [476] valid_0's rmse: 3.41787 valid_1's rmse: 3.67535 [477] valid_0's rmse: 3.41731 valid_1's rmse: 3.67519 [478] valid_0's rmse: 3.4166 valid_1's rmse: 3.67484 [479] valid_0's rmse: 3.41562 valid_1's rmse: 3.67406 [480] valid_0's rmse: 3.41525 valid_1's rmse: 3.67415 [481] valid_0's rmse: 3.41491 valid_1's rmse: 3.67418 [482] valid_0's rmse: 3.41436 valid_1's rmse: 3.67412 [483] valid_0's rmse: 3.41391 valid_1's rmse: 3.67386 [484] valid_0's rmse: 3.41355 valid_1's rmse: 3.67377 [485] valid_0's rmse: 3.41293 valid_1's rmse: 3.67373 [486] valid_0's rmse: 3.41262 valid_1's rmse: 3.67369 [487] valid_0's rmse: 3.41227 valid_1's rmse: 3.67364 [488] valid_0's rmse: 3.41173 valid_1's rmse: 3.6736 [489] valid_0's rmse: 3.4113 valid_1's rmse: 3.67339 [490] valid_0's rmse: 3.41083 valid_1's rmse: 3.67335 [491] valid_0's rmse: 3.41034 valid_1's rmse: 3.67348 [492] valid_0's rmse: 3.40997 valid_1's rmse: 3.67336 [493] valid_0's rmse: 3.40936 valid_1's rmse: 3.67335 [494] valid_0's rmse: 3.40911 valid_1's rmse: 3.67339 [495] valid_0's rmse: 3.40834 valid_1's rmse: 3.67356 [496] valid_0's rmse: 3.40772 valid_1's rmse: 3.67333 [497] valid_0's rmse: 3.40714 valid_1's rmse: 3.67298 [498] valid_0's rmse: 3.40669 valid_1's rmse: 3.67286 [499] valid_0's rmse: 3.40609 valid_1's rmse: 3.67252 [500] valid_0's rmse: 3.4059 valid_1's rmse: 3.67245 [501] valid_0's rmse: 3.40536 valid_1's rmse: 3.67266 [502] valid_0's rmse: 3.40468 valid_1's rmse: 3.67277 [503] valid_0's rmse: 3.40408 valid_1's rmse: 3.67266 [504] valid_0's rmse: 3.40346 valid_1's rmse: 3.67233 [505] valid_0's rmse: 3.40317 valid_1's rmse: 3.67228 [506] valid_0's rmse: 3.40226 valid_1's rmse: 3.67267 [507] valid_0's rmse: 3.40176 valid_1's rmse: 3.67232 [508] valid_0's rmse: 3.40139 valid_1's rmse: 3.67236 [509] valid_0's rmse: 3.40098 valid_1's rmse: 3.67232 [510] valid_0's rmse: 3.40053 valid_1's rmse: 3.67229 [511] valid_0's rmse: 3.40018 valid_1's rmse: 3.67221 [512] valid_0's rmse: 3.39976 valid_1's rmse: 3.67195 [513] valid_0's rmse: 3.3994 valid_1's rmse: 3.67197 [514] valid_0's rmse: 3.39903 valid_1's rmse: 3.67191 [515] valid_0's rmse: 3.3986 valid_1's rmse: 3.67163 [516] valid_0's rmse: 3.39837 valid_1's rmse: 3.67166 [517] valid_0's rmse: 3.39786 valid_1's rmse: 3.67124 [518] valid_0's rmse: 3.39702 valid_1's rmse: 3.67082 [519] valid_0's rmse: 3.39649 valid_1's rmse: 3.67065 [520] valid_0's rmse: 3.39609 valid_1's rmse: 3.67049 [521] valid_0's rmse: 3.39578 valid_1's rmse: 3.67031 [522] valid_0's rmse: 3.39522 valid_1's rmse: 3.67017 [523] valid_0's rmse: 3.39497 valid_1's rmse: 3.67015 [524] valid_0's rmse: 3.3946 valid_1's rmse: 3.67005 [525] valid_0's rmse: 3.394 valid_1's rmse: 3.66977 [526] valid_0's rmse: 3.3935 valid_1's rmse: 3.6699 [527] valid_0's rmse: 3.39317 valid_1's rmse: 3.66972 [528] valid_0's rmse: 3.39274 valid_1's rmse: 3.66958 [529] valid_0's rmse: 3.39199 valid_1's rmse: 3.66908 [530] valid_0's rmse: 3.39161 valid_1's rmse: 3.66901 [531] valid_0's rmse: 3.39114 valid_1's rmse: 3.66902 [532] valid_0's rmse: 3.39076 valid_1's rmse: 3.6688 [533] valid_0's rmse: 3.39003 valid_1's rmse: 3.6688 [534] valid_0's rmse: 3.38956 valid_1's rmse: 3.66888 [535] valid_0's rmse: 3.3891 valid_1's rmse: 3.66881 [536] valid_0's rmse: 3.38867 valid_1's rmse: 3.66878 [537] valid_0's rmse: 3.38822 valid_1's rmse: 3.66872 [538] valid_0's rmse: 3.38787 valid_1's rmse: 3.66866 [539] valid_0's rmse: 3.38743 valid_1's rmse: 3.66848 [540] valid_0's rmse: 3.38686 valid_1's rmse: 3.66825 [541] valid_0's rmse: 3.38642 valid_1's rmse: 3.6683 [542] valid_0's rmse: 3.3862 valid_1's rmse: 3.66825 [543] valid_0's rmse: 3.3854 valid_1's rmse: 3.6681 [544] valid_0's rmse: 3.38506 valid_1's rmse: 3.66825 [545] valid_0's rmse: 3.38474 valid_1's rmse: 3.66824 [546] valid_0's rmse: 3.38446 valid_1's rmse: 3.66814 [547] valid_0's rmse: 3.38424 valid_1's rmse: 3.66818 [548] valid_0's rmse: 3.3838 valid_1's rmse: 3.66799 [549] valid_0's rmse: 3.38316 valid_1's rmse: 3.66762 [550] valid_0's rmse: 3.38259 valid_1's rmse: 3.66768 [551] valid_0's rmse: 3.38231 valid_1's rmse: 3.66756 [552] valid_0's rmse: 3.38207 valid_1's rmse: 3.66752 [553] valid_0's rmse: 3.38178 valid_1's rmse: 3.66762 [554] valid_0's rmse: 3.3813 valid_1's rmse: 3.66754 [555] valid_0's rmse: 3.38082 valid_1's rmse: 3.66721 [556] valid_0's rmse: 3.38015 valid_1's rmse: 3.66672 [557] valid_0's rmse: 3.3798 valid_1's rmse: 3.66658 [558] valid_0's rmse: 3.37924 valid_1's rmse: 3.66668 [559] valid_0's rmse: 3.37866 valid_1's rmse: 3.6667 [560] valid_0's rmse: 3.37835 valid_1's rmse: 3.6667 [561] valid_0's rmse: 3.37791 valid_1's rmse: 3.66678 [562] valid_0's rmse: 3.37767 valid_1's rmse: 3.6669 [563] valid_0's rmse: 3.37736 valid_1's rmse: 3.66679 [564] valid_0's rmse: 3.3767 valid_1's rmse: 3.66694 [565] valid_0's rmse: 3.37638 valid_1's rmse: 3.66701 [566] valid_0's rmse: 3.37584 valid_1's rmse: 3.66704 [567] valid_0's rmse: 3.37546 valid_1's rmse: 3.66705 [568] valid_0's rmse: 3.37507 valid_1's rmse: 3.6669 [569] valid_0's rmse: 3.37464 valid_1's rmse: 3.66686 [570] valid_0's rmse: 3.37405 valid_1's rmse: 3.66685 [571] valid_0's rmse: 3.37378 valid_1's rmse: 3.66676 [572] valid_0's rmse: 3.37333 valid_1's rmse: 3.66666 [573] valid_0's rmse: 3.37295 valid_1's rmse: 3.66656 [574] valid_0's rmse: 3.37257 valid_1's rmse: 3.66638 [575] valid_0's rmse: 3.37235 valid_1's rmse: 3.66632 [576] valid_0's rmse: 3.37197 valid_1's rmse: 3.66652 [577] valid_0's rmse: 3.37182 valid_1's rmse: 3.66653 [578] valid_0's rmse: 3.37137 valid_1's rmse: 3.66657 [579] valid_0's rmse: 3.3711 valid_1's rmse: 3.66665 [580] valid_0's rmse: 3.37071 valid_1's rmse: 3.6667 [581] valid_0's rmse: 3.37046 valid_1's rmse: 3.6666 [582] valid_0's rmse: 3.37005 valid_1's rmse: 3.66651 [583] valid_0's rmse: 3.36964 valid_1's rmse: 3.66643 [584] valid_0's rmse: 3.36932 valid_1's rmse: 3.66643 [585] valid_0's rmse: 3.36905 valid_1's rmse: 3.66621 [586] valid_0's rmse: 3.36868 valid_1's rmse: 3.66602 [587] valid_0's rmse: 3.36854 valid_1's rmse: 3.66603 [588] valid_0's rmse: 3.36823 valid_1's rmse: 3.66591 [589] valid_0's rmse: 3.36789 valid_1's rmse: 3.66567 [590] valid_0's rmse: 3.36757 valid_1's rmse: 3.66541 [591] valid_0's rmse: 3.36715 valid_1's rmse: 3.66528 [592] valid_0's rmse: 3.36654 valid_1's rmse: 3.66506 [593] valid_0's rmse: 3.3662 valid_1's rmse: 3.66508 [594] valid_0's rmse: 3.36574 valid_1's rmse: 3.66482 [595] valid_0's rmse: 3.36518 valid_1's rmse: 3.66472 [596] valid_0's rmse: 3.36464 valid_1's rmse: 3.66473 [597] valid_0's rmse: 3.36433 valid_1's rmse: 3.66474 [598] valid_0's rmse: 3.36383 valid_1's rmse: 3.66435 [599] valid_0's rmse: 3.36339 valid_1's rmse: 3.66444 [600] valid_0's rmse: 3.36299 valid_1's rmse: 3.66419 [601] valid_0's rmse: 3.36276 valid_1's rmse: 3.6641 [602] valid_0's rmse: 3.36212 valid_1's rmse: 3.66383 [603] valid_0's rmse: 3.36176 valid_1's rmse: 3.66371 [604] valid_0's rmse: 3.36139 valid_1's rmse: 3.6637 [605] valid_0's rmse: 3.36113 valid_1's rmse: 3.66356 [606] valid_0's rmse: 3.36069 valid_1's rmse: 3.66353 [607] valid_0's rmse: 3.35996 valid_1's rmse: 3.66308 [608] valid_0's rmse: 3.35959 valid_1's rmse: 3.66303 [609] valid_0's rmse: 3.35877 valid_1's rmse: 3.66279 [610] valid_0's rmse: 3.35823 valid_1's rmse: 3.66247 [611] valid_0's rmse: 3.35779 valid_1's rmse: 3.66245 [612] valid_0's rmse: 3.35701 valid_1's rmse: 3.66203 [613] valid_0's rmse: 3.35663 valid_1's rmse: 3.66214 [614] valid_0's rmse: 3.35619 valid_1's rmse: 3.66198 [615] valid_0's rmse: 3.35576 valid_1's rmse: 3.66189 [616] valid_0's rmse: 3.35552 valid_1's rmse: 3.66178 [617] valid_0's rmse: 3.35506 valid_1's rmse: 3.66164 [618] valid_0's rmse: 3.35471 valid_1's rmse: 3.66151 [619] valid_0's rmse: 3.35429 valid_1's rmse: 3.66133 [620] valid_0's rmse: 3.35373 valid_1's rmse: 3.66105 [621] valid_0's rmse: 3.35317 valid_1's rmse: 3.66108 [622] valid_0's rmse: 3.35269 valid_1's rmse: 3.66079 [623] valid_0's rmse: 3.35233 valid_1's rmse: 3.66074 [624] valid_0's rmse: 3.35184 valid_1's rmse: 3.66042 [625] valid_0's rmse: 3.35134 valid_1's rmse: 3.66043 [626] valid_0's rmse: 3.35097 valid_1's rmse: 3.66043 [627] valid_0's rmse: 3.35061 valid_1's rmse: 3.66032 [628] valid_0's rmse: 3.35019 valid_1's rmse: 3.66039 [629] valid_0's rmse: 3.34966 valid_1's rmse: 3.66004 [630] valid_0's rmse: 3.34925 valid_1's rmse: 3.65995 [631] valid_0's rmse: 3.34875 valid_1's rmse: 3.65968 [632] valid_0's rmse: 3.3483 valid_1's rmse: 3.65955 [633] valid_0's rmse: 3.3477 valid_1's rmse: 3.65936 [634] valid_0's rmse: 3.34724 valid_1's rmse: 3.65918 [635] valid_0's rmse: 3.34675 valid_1's rmse: 3.65896 [636] valid_0's rmse: 3.34633 valid_1's rmse: 3.6587 [637] valid_0's rmse: 3.34586 valid_1's rmse: 3.65861 [638] valid_0's rmse: 3.34553 valid_1's rmse: 3.65843 [639] valid_0's rmse: 3.34524 valid_1's rmse: 3.65827 [640] valid_0's rmse: 3.34493 valid_1's rmse: 3.65812 [641] valid_0's rmse: 3.34438 valid_1's rmse: 3.65783 [642] valid_0's rmse: 3.34417 valid_1's rmse: 3.6578 [643] valid_0's rmse: 3.3437 valid_1's rmse: 3.65765 [644] valid_0's rmse: 3.34332 valid_1's rmse: 3.65768 [645] valid_0's rmse: 3.34294 valid_1's rmse: 3.65748 [646] valid_0's rmse: 3.34222 valid_1's rmse: 3.65732 [647] valid_0's rmse: 3.34196 valid_1's rmse: 3.65726 [648] valid_0's rmse: 3.3416 valid_1's rmse: 3.65726 [649] valid_0's rmse: 3.34101 valid_1's rmse: 3.65704 [650] valid_0's rmse: 3.34052 valid_1's rmse: 3.65695 [651] valid_0's rmse: 3.34014 valid_1's rmse: 3.65674 [652] valid_0's rmse: 3.33927 valid_1's rmse: 3.65708 [653] valid_0's rmse: 3.33896 valid_1's rmse: 3.65694 [654] valid_0's rmse: 3.33867 valid_1's rmse: 3.65712 [655] valid_0's rmse: 3.33832 valid_1's rmse: 3.65696 [656] valid_0's rmse: 3.33791 valid_1's rmse: 3.65676 [657] valid_0's rmse: 3.33762 valid_1's rmse: 3.65673 [658] valid_0's rmse: 3.33727 valid_1's rmse: 3.65677 [659] valid_0's rmse: 3.33692 valid_1's rmse: 3.65663 [660] valid_0's rmse: 3.3365 valid_1's rmse: 3.65658 [661] valid_0's rmse: 3.336 valid_1's rmse: 3.65624 [662] valid_0's rmse: 3.33547 valid_1's rmse: 3.6564 [663] valid_0's rmse: 3.335 valid_1's rmse: 3.65624 [664] valid_0's rmse: 3.33483 valid_1's rmse: 3.65627 [665] valid_0's rmse: 3.33438 valid_1's rmse: 3.6562 [666] valid_0's rmse: 3.33383 valid_1's rmse: 3.65606 [667] valid_0's rmse: 3.33338 valid_1's rmse: 3.65602 [668] valid_0's rmse: 3.33318 valid_1's rmse: 3.65606 [669] valid_0's rmse: 3.33284 valid_1's rmse: 3.656 [670] valid_0's rmse: 3.33228 valid_1's rmse: 3.65614 [671] valid_0's rmse: 3.33189 valid_1's rmse: 3.65625 [672] valid_0's rmse: 3.33146 valid_1's rmse: 3.65609 [673] valid_0's rmse: 3.33116 valid_1's rmse: 3.65598 [674] valid_0's rmse: 3.33093 valid_1's rmse: 3.65589 [675] valid_0's rmse: 3.33057 valid_1's rmse: 3.6557 [676] valid_0's rmse: 3.33014 valid_1's rmse: 3.65563 [677] valid_0's rmse: 3.32966 valid_1's rmse: 3.65569 [678] valid_0's rmse: 3.32931 valid_1's rmse: 3.65576 [679] valid_0's rmse: 3.32889 valid_1's rmse: 3.65581 [680] valid_0's rmse: 3.32875 valid_1's rmse: 3.65585 [681] valid_0's rmse: 3.32841 valid_1's rmse: 3.65589 [682] valid_0's rmse: 3.32814 valid_1's rmse: 3.65582 [683] valid_0's rmse: 3.32785 valid_1's rmse: 3.65566 [684] valid_0's rmse: 3.32757 valid_1's rmse: 3.65555 [685] valid_0's rmse: 3.32721 valid_1's rmse: 3.65552 [686] valid_0's rmse: 3.32692 valid_1's rmse: 3.65544 [687] valid_0's rmse: 3.32653 valid_1's rmse: 3.65538 [688] valid_0's rmse: 3.32636 valid_1's rmse: 3.65536 [689] valid_0's rmse: 3.32606 valid_1's rmse: 3.65536 [690] valid_0's rmse: 3.32573 valid_1's rmse: 3.65539 [691] valid_0's rmse: 3.32541 valid_1's rmse: 3.65541 [692] valid_0's rmse: 3.32494 valid_1's rmse: 3.65529 [693] valid_0's rmse: 3.32461 valid_1's rmse: 3.65532 [694] valid_0's rmse: 3.32433 valid_1's rmse: 3.65549 [695] valid_0's rmse: 3.32405 valid_1's rmse: 3.65548 [696] valid_0's rmse: 3.32373 valid_1's rmse: 3.65544 [697] valid_0's rmse: 3.32355 valid_1's rmse: 3.65528 [698] valid_0's rmse: 3.32329 valid_1's rmse: 3.65523 [699] valid_0's rmse: 3.32288 valid_1's rmse: 3.65536 [700] valid_0's rmse: 3.32246 valid_1's rmse: 3.65532 [701] valid_0's rmse: 3.32212 valid_1's rmse: 3.65535 [702] valid_0's rmse: 3.32177 valid_1's rmse: 3.65576 [703] valid_0's rmse: 3.32154 valid_1's rmse: 3.65583 [704] valid_0's rmse: 3.32107 valid_1's rmse: 3.65587 [705] valid_0's rmse: 3.32092 valid_1's rmse: 3.6558 [706] valid_0's rmse: 3.32034 valid_1's rmse: 3.65581 [707] valid_0's rmse: 3.31994 valid_1's rmse: 3.65588 [708] valid_0's rmse: 3.31967 valid_1's rmse: 3.65589 [709] valid_0's rmse: 3.31923 valid_1's rmse: 3.65598 [710] valid_0's rmse: 3.31867 valid_1's rmse: 3.65602 [711] valid_0's rmse: 3.31831 valid_1's rmse: 3.65566 [712] valid_0's rmse: 3.3179 valid_1's rmse: 3.65532 [713] valid_0's rmse: 3.31746 valid_1's rmse: 3.6556 [714] valid_0's rmse: 3.31714 valid_1's rmse: 3.65562 [715] valid_0's rmse: 3.31664 valid_1's rmse: 3.65572 [716] valid_0's rmse: 3.31631 valid_1's rmse: 3.65571 [717] valid_0's rmse: 3.31594 valid_1's rmse: 3.65559 [718] valid_0's rmse: 3.31565 valid_1's rmse: 3.6557 Early stopping, best iteration is: [698] valid_0's rmse: 3.32329 valid_1's rmse: 3.65523 SCORE: 3.6552262206500052 [1] valid_0's rmse: 8.96628 valid_1's rmse: 8.92545 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37964 valid_1's rmse: 8.34037 [3] valid_0's rmse: 7.85247 valid_1's rmse: 7.8144 [4] valid_0's rmse: 7.3929 valid_1's rmse: 7.35622 [5] valid_0's rmse: 7.00156 valid_1's rmse: 6.96582 [6] valid_0's rmse: 6.6585 valid_1's rmse: 6.62454 [7] valid_0's rmse: 6.37322 valid_1's rmse: 6.34122 [8] valid_0's rmse: 6.11443 valid_1's rmse: 6.0827 [9] valid_0's rmse: 5.87366 valid_1's rmse: 5.84314 [10] valid_0's rmse: 5.66878 valid_1's rmse: 5.63917 [11] valid_0's rmse: 5.50807 valid_1's rmse: 5.47853 [12] valid_0's rmse: 5.34481 valid_1's rmse: 5.31514 [13] valid_0's rmse: 5.21972 valid_1's rmse: 5.19084 [14] valid_0's rmse: 5.09928 valid_1's rmse: 5.0713 [15] valid_0's rmse: 4.98658 valid_1's rmse: 4.95894 [16] valid_0's rmse: 4.89262 valid_1's rmse: 4.86544 [17] valid_0's rmse: 4.82437 valid_1's rmse: 4.79935 [18] valid_0's rmse: 4.75466 valid_1's rmse: 4.73112 [19] valid_0's rmse: 4.69106 valid_1's rmse: 4.66794 [20] valid_0's rmse: 4.62718 valid_1's rmse: 4.6044 [21] valid_0's rmse: 4.57786 valid_1's rmse: 4.55625 [22] valid_0's rmse: 4.53685 valid_1's rmse: 4.51621 [23] valid_0's rmse: 4.50373 valid_1's rmse: 4.48379 [24] valid_0's rmse: 4.47243 valid_1's rmse: 4.45401 [25] valid_0's rmse: 4.43213 valid_1's rmse: 4.41378 [26] valid_0's rmse: 4.39819 valid_1's rmse: 4.38073 [27] valid_0's rmse: 4.36378 valid_1's rmse: 4.34634 [28] valid_0's rmse: 4.32798 valid_1's rmse: 4.31043 [29] valid_0's rmse: 4.3084 valid_1's rmse: 4.29112 [30] valid_0's rmse: 4.29153 valid_1's rmse: 4.27538 [31] valid_0's rmse: 4.27113 valid_1's rmse: 4.25627 [32] valid_0's rmse: 4.24506 valid_1's rmse: 4.23043 [33] valid_0's rmse: 4.22614 valid_1's rmse: 4.21161 [34] valid_0's rmse: 4.21328 valid_1's rmse: 4.19949 [35] valid_0's rmse: 4.19152 valid_1's rmse: 4.17817 [36] valid_0's rmse: 4.181 valid_1's rmse: 4.16817 [37] valid_0's rmse: 4.16411 valid_1's rmse: 4.15165 [38] valid_0's rmse: 4.15203 valid_1's rmse: 4.14183 [39] valid_0's rmse: 4.14642 valid_1's rmse: 4.13823 [40] valid_0's rmse: 4.13219 valid_1's rmse: 4.12399 [41] valid_0's rmse: 4.12503 valid_1's rmse: 4.11783 [42] valid_0's rmse: 4.10755 valid_1's rmse: 4.10051 [43] valid_0's rmse: 4.09815 valid_1's rmse: 4.09206 [44] valid_0's rmse: 4.08648 valid_1's rmse: 4.08049 [45] valid_0's rmse: 4.07042 valid_1's rmse: 4.06656 [46] valid_0's rmse: 4.0654 valid_1's rmse: 4.06247 [47] valid_0's rmse: 4.05892 valid_1's rmse: 4.05764 [48] valid_0's rmse: 4.04522 valid_1's rmse: 4.04416 [49] valid_0's rmse: 4.04191 valid_1's rmse: 4.04167 [50] valid_0's rmse: 4.03218 valid_1's rmse: 4.03325 [51] valid_0's rmse: 4.02612 valid_1's rmse: 4.02801 [52] valid_0's rmse: 4.01857 valid_1's rmse: 4.02197 [53] valid_0's rmse: 4.01333 valid_1's rmse: 4.01797 [54] valid_0's rmse: 4.00541 valid_1's rmse: 4.01028 [55] valid_0's rmse: 3.99808 valid_1's rmse: 4.00311 [56] valid_0's rmse: 3.98986 valid_1's rmse: 3.99526 [57] valid_0's rmse: 3.98473 valid_1's rmse: 3.99036 [58] valid_0's rmse: 3.98023 valid_1's rmse: 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[412] valid_0's rmse: 3.47174 valid_1's rmse: 3.69392 [413] valid_0's rmse: 3.47121 valid_1's rmse: 3.69378 [414] valid_0's rmse: 3.47071 valid_1's rmse: 3.69371 [415] valid_0's rmse: 3.4704 valid_1's rmse: 3.69361 [416] valid_0's rmse: 3.47 valid_1's rmse: 3.69372 [417] valid_0's rmse: 3.46969 valid_1's rmse: 3.69366 [418] valid_0's rmse: 3.46911 valid_1's rmse: 3.69329 [419] valid_0's rmse: 3.46879 valid_1's rmse: 3.69312 [420] valid_0's rmse: 3.46823 valid_1's rmse: 3.69291 [421] valid_0's rmse: 3.46759 valid_1's rmse: 3.69293 [422] valid_0's rmse: 3.46699 valid_1's rmse: 3.69274 [423] valid_0's rmse: 3.46654 valid_1's rmse: 3.69263 [424] valid_0's rmse: 3.46514 valid_1's rmse: 3.69148 [425] valid_0's rmse: 3.4647 valid_1's rmse: 3.69142 [426] valid_0's rmse: 3.46413 valid_1's rmse: 3.69127 [427] valid_0's rmse: 3.46314 valid_1's rmse: 3.69073 [428] valid_0's rmse: 3.46253 valid_1's rmse: 3.69037 [429] valid_0's rmse: 3.46191 valid_1's rmse: 3.69029 [430] valid_0's rmse: 3.46147 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rmse: 3.66803 [579] valid_0's rmse: 3.38693 valid_1's rmse: 3.66811 [580] valid_0's rmse: 3.38658 valid_1's rmse: 3.66805 [581] valid_0's rmse: 3.38617 valid_1's rmse: 3.66806 [582] valid_0's rmse: 3.38587 valid_1's rmse: 3.66806 [583] valid_0's rmse: 3.38533 valid_1's rmse: 3.66818 [584] valid_0's rmse: 3.3851 valid_1's rmse: 3.6681 [585] valid_0's rmse: 3.3848 valid_1's rmse: 3.6681 [586] valid_0's rmse: 3.38455 valid_1's rmse: 3.66805 [587] valid_0's rmse: 3.38429 valid_1's rmse: 3.66798 [588] valid_0's rmse: 3.38397 valid_1's rmse: 3.66793 [589] valid_0's rmse: 3.38379 valid_1's rmse: 3.6679 [590] valid_0's rmse: 3.38301 valid_1's rmse: 3.66747 [591] valid_0's rmse: 3.38262 valid_1's rmse: 3.66747 [592] valid_0's rmse: 3.38192 valid_1's rmse: 3.66711 [593] valid_0's rmse: 3.38136 valid_1's rmse: 3.66675 [594] valid_0's rmse: 3.3809 valid_1's rmse: 3.66643 [595] valid_0's rmse: 3.3807 valid_1's rmse: 3.66648 [596] valid_0's rmse: 3.38 valid_1's rmse: 3.66633 [597] valid_0's rmse: 3.37984 valid_1's rmse: 3.66627 [598] valid_0's rmse: 3.37925 valid_1's rmse: 3.66612 [599] valid_0's rmse: 3.37911 valid_1's rmse: 3.66606 [600] valid_0's rmse: 3.37863 valid_1's rmse: 3.66572 [601] valid_0's rmse: 3.37803 valid_1's rmse: 3.66553 [602] valid_0's rmse: 3.3777 valid_1's rmse: 3.66543 [603] valid_0's rmse: 3.37719 valid_1's rmse: 3.66567 [604] valid_0's rmse: 3.3768 valid_1's rmse: 3.66543 [605] valid_0's rmse: 3.37637 valid_1's rmse: 3.66522 [606] valid_0's rmse: 3.37599 valid_1's rmse: 3.66505 [607] valid_0's rmse: 3.37518 valid_1's rmse: 3.66488 [608] valid_0's rmse: 3.37463 valid_1's rmse: 3.66453 [609] valid_0's rmse: 3.37426 valid_1's rmse: 3.66435 [610] valid_0's rmse: 3.37401 valid_1's rmse: 3.66435 [611] valid_0's rmse: 3.37324 valid_1's rmse: 3.66427 [612] valid_0's rmse: 3.37299 valid_1's rmse: 3.66417 [613] valid_0's rmse: 3.37263 valid_1's rmse: 3.66413 [614] valid_0's rmse: 3.37249 valid_1's rmse: 3.66416 [615] valid_0's rmse: 3.37221 valid_1's rmse: 3.66419 [616] valid_0's rmse: 3.37136 valid_1's rmse: 3.6636 [617] valid_0's rmse: 3.37109 valid_1's rmse: 3.6637 [618] valid_0's rmse: 3.37067 valid_1's rmse: 3.66361 [619] valid_0's rmse: 3.37016 valid_1's rmse: 3.66335 [620] valid_0's rmse: 3.36966 valid_1's rmse: 3.66321 [621] valid_0's rmse: 3.36918 valid_1's rmse: 3.66333 [622] valid_0's rmse: 3.36877 valid_1's rmse: 3.66315 [623] valid_0's rmse: 3.36847 valid_1's rmse: 3.66313 [624] valid_0's rmse: 3.36793 valid_1's rmse: 3.66329 [625] valid_0's rmse: 3.36765 valid_1's rmse: 3.66329 [626] valid_0's rmse: 3.36726 valid_1's rmse: 3.66322 [627] valid_0's rmse: 3.36689 valid_1's rmse: 3.66328 [628] valid_0's rmse: 3.36633 valid_1's rmse: 3.66306 [629] valid_0's rmse: 3.366 valid_1's rmse: 3.66279 [630] valid_0's rmse: 3.36526 valid_1's rmse: 3.66307 [631] valid_0's rmse: 3.36488 valid_1's rmse: 3.66283 [632] valid_0's rmse: 3.36457 valid_1's rmse: 3.66281 [633] valid_0's rmse: 3.36426 valid_1's rmse: 3.6628 [634] valid_0's rmse: 3.36383 valid_1's rmse: 3.66253 [635] valid_0's rmse: 3.36351 valid_1's rmse: 3.66251 [636] valid_0's rmse: 3.36329 valid_1's rmse: 3.6624 [637] valid_0's rmse: 3.36293 valid_1's rmse: 3.66237 [638] valid_0's rmse: 3.36262 valid_1's rmse: 3.66256 [639] valid_0's rmse: 3.36221 valid_1's rmse: 3.66237 [640] valid_0's rmse: 3.36208 valid_1's rmse: 3.66235 [641] valid_0's rmse: 3.36164 valid_1's rmse: 3.66258 [642] valid_0's rmse: 3.3613 valid_1's rmse: 3.66267 [643] valid_0's rmse: 3.36069 valid_1's rmse: 3.66235 [644] valid_0's rmse: 3.36041 valid_1's rmse: 3.66228 [645] valid_0's rmse: 3.36023 valid_1's rmse: 3.66225 [646] valid_0's rmse: 3.35975 valid_1's rmse: 3.66229 [647] valid_0's rmse: 3.35949 valid_1's rmse: 3.66257 [648] valid_0's rmse: 3.35901 valid_1's rmse: 3.66247 [649] valid_0's rmse: 3.3587 valid_1's rmse: 3.66232 [650] valid_0's rmse: 3.35833 valid_1's rmse: 3.66226 [651] valid_0's rmse: 3.35787 valid_1's rmse: 3.66185 [652] valid_0's rmse: 3.35756 valid_1's rmse: 3.66173 [653] valid_0's rmse: 3.35732 valid_1's rmse: 3.66184 [654] valid_0's rmse: 3.35706 valid_1's rmse: 3.66184 [655] valid_0's rmse: 3.35645 valid_1's rmse: 3.66176 [656] valid_0's rmse: 3.35613 valid_1's rmse: 3.66173 [657] valid_0's rmse: 3.35579 valid_1's rmse: 3.66155 [658] valid_0's rmse: 3.35561 valid_1's rmse: 3.66153 [659] valid_0's rmse: 3.35498 valid_1's rmse: 3.66133 [660] valid_0's rmse: 3.35469 valid_1's rmse: 3.66123 [661] valid_0's rmse: 3.35432 valid_1's rmse: 3.66121 [662] valid_0's rmse: 3.35399 valid_1's rmse: 3.66108 [663] valid_0's rmse: 3.35344 valid_1's rmse: 3.66109 [664] valid_0's rmse: 3.35283 valid_1's rmse: 3.66094 [665] valid_0's rmse: 3.35246 valid_1's rmse: 3.66092 [666] valid_0's rmse: 3.35205 valid_1's rmse: 3.66095 [667] valid_0's rmse: 3.35166 valid_1's rmse: 3.66092 [668] valid_0's rmse: 3.35113 valid_1's rmse: 3.66068 [669] valid_0's rmse: 3.35083 valid_1's rmse: 3.66055 [670] valid_0's rmse: 3.35053 valid_1's rmse: 3.66052 [671] valid_0's rmse: 3.34995 valid_1's rmse: 3.66062 [672] valid_0's rmse: 3.34942 valid_1's rmse: 3.66063 [673] valid_0's rmse: 3.34862 valid_1's rmse: 3.6602 [674] valid_0's rmse: 3.34841 valid_1's rmse: 3.6602 [675] valid_0's rmse: 3.34819 valid_1's rmse: 3.66021 [676] valid_0's rmse: 3.3476 valid_1's rmse: 3.65995 [677] valid_0's rmse: 3.34734 valid_1's rmse: 3.65991 [678] valid_0's rmse: 3.34693 valid_1's rmse: 3.65994 [679] valid_0's rmse: 3.34635 valid_1's rmse: 3.65954 [680] valid_0's rmse: 3.34551 valid_1's rmse: 3.65902 [681] valid_0's rmse: 3.34522 valid_1's rmse: 3.65916 [682] valid_0's rmse: 3.34479 valid_1's rmse: 3.65884 [683] valid_0's rmse: 3.34452 valid_1's rmse: 3.65873 [684] valid_0's rmse: 3.3442 valid_1's rmse: 3.65875 [685] valid_0's rmse: 3.34371 valid_1's rmse: 3.65866 [686] valid_0's rmse: 3.34328 valid_1's rmse: 3.65898 [687] valid_0's rmse: 3.34281 valid_1's rmse: 3.65875 [688] valid_0's rmse: 3.34231 valid_1's rmse: 3.65874 [689] valid_0's rmse: 3.34189 valid_1's rmse: 3.65866 [690] valid_0's rmse: 3.34149 valid_1's rmse: 3.65881 [691] valid_0's rmse: 3.34128 valid_1's rmse: 3.65879 [692] valid_0's rmse: 3.34094 valid_1's rmse: 3.65867 [693] valid_0's rmse: 3.34044 valid_1's rmse: 3.6583 [694] valid_0's rmse: 3.34012 valid_1's rmse: 3.65822 [695] valid_0's rmse: 3.33972 valid_1's rmse: 3.65811 [696] valid_0's rmse: 3.33931 valid_1's rmse: 3.65768 [697] valid_0's rmse: 3.33868 valid_1's rmse: 3.65741 [698] valid_0's rmse: 3.3383 valid_1's rmse: 3.65735 [699] valid_0's rmse: 3.33808 valid_1's rmse: 3.6573 [700] valid_0's rmse: 3.33782 valid_1's rmse: 3.65718 [701] valid_0's rmse: 3.33733 valid_1's rmse: 3.65742 [702] valid_0's rmse: 3.33685 valid_1's rmse: 3.65751 [703] valid_0's rmse: 3.33644 valid_1's rmse: 3.6579 [704] valid_0's rmse: 3.33606 valid_1's rmse: 3.65782 [705] valid_0's rmse: 3.33586 valid_1's rmse: 3.65779 [706] valid_0's rmse: 3.33561 valid_1's rmse: 3.65767 [707] valid_0's rmse: 3.33505 valid_1's rmse: 3.65752 [708] valid_0's rmse: 3.33459 valid_1's rmse: 3.65748 [709] valid_0's rmse: 3.33416 valid_1's rmse: 3.65731 [710] valid_0's rmse: 3.33387 valid_1's rmse: 3.65716 [711] valid_0's rmse: 3.33346 valid_1's rmse: 3.65701 [712] valid_0's rmse: 3.33307 valid_1's rmse: 3.6569 [713] valid_0's rmse: 3.33275 valid_1's rmse: 3.65674 [714] valid_0's rmse: 3.33236 valid_1's rmse: 3.65662 [715] valid_0's rmse: 3.33209 valid_1's rmse: 3.6566 [716] valid_0's rmse: 3.33184 valid_1's rmse: 3.65666 [717] valid_0's rmse: 3.33155 valid_1's rmse: 3.65672 [718] valid_0's rmse: 3.33127 valid_1's rmse: 3.65663 [719] valid_0's rmse: 3.3306 valid_1's rmse: 3.65599 [720] valid_0's rmse: 3.33014 valid_1's rmse: 3.6557 [721] valid_0's rmse: 3.32976 valid_1's rmse: 3.65563 [722] valid_0's rmse: 3.32952 valid_1's rmse: 3.65559 [723] valid_0's rmse: 3.32911 valid_1's rmse: 3.65574 [724] valid_0's rmse: 3.32872 valid_1's rmse: 3.65555 [725] valid_0's rmse: 3.32844 valid_1's rmse: 3.65551 [726] valid_0's rmse: 3.32821 valid_1's rmse: 3.65552 [727] valid_0's rmse: 3.32805 valid_1's rmse: 3.65544 [728] valid_0's rmse: 3.32765 valid_1's rmse: 3.65532 [729] valid_0's rmse: 3.32728 valid_1's rmse: 3.6552 [730] valid_0's rmse: 3.327 valid_1's rmse: 3.65516 [731] valid_0's rmse: 3.32664 valid_1's rmse: 3.65494 [732] valid_0's rmse: 3.32626 valid_1's rmse: 3.6548 [733] valid_0's rmse: 3.32554 valid_1's rmse: 3.65488 [734] valid_0's rmse: 3.32506 valid_1's rmse: 3.6548 [735] valid_0's rmse: 3.32467 valid_1's rmse: 3.65446 [736] valid_0's rmse: 3.32434 valid_1's rmse: 3.65437 [737] valid_0's rmse: 3.32403 valid_1's rmse: 3.65428 [738] valid_0's rmse: 3.32378 valid_1's rmse: 3.65439 [739] valid_0's rmse: 3.32352 valid_1's rmse: 3.65437 [740] valid_0's rmse: 3.32309 valid_1's rmse: 3.65424 [741] valid_0's rmse: 3.3228 valid_1's rmse: 3.65416 [742] valid_0's rmse: 3.32238 valid_1's rmse: 3.65413 [743] valid_0's rmse: 3.32199 valid_1's rmse: 3.65398 [744] valid_0's rmse: 3.32169 valid_1's rmse: 3.65393 [745] valid_0's rmse: 3.32149 valid_1's rmse: 3.65392 [746] valid_0's rmse: 3.32108 valid_1's rmse: 3.65367 [747] valid_0's rmse: 3.32079 valid_1's rmse: 3.65371 [748] valid_0's rmse: 3.32056 valid_1's rmse: 3.65367 [749] valid_0's rmse: 3.32022 valid_1's rmse: 3.65365 [750] valid_0's rmse: 3.32001 valid_1's rmse: 3.65363 [751] valid_0's rmse: 3.31947 valid_1's rmse: 3.65343 [752] valid_0's rmse: 3.31922 valid_1's rmse: 3.65351 [753] valid_0's rmse: 3.31874 valid_1's rmse: 3.65357 [754] valid_0's rmse: 3.31846 valid_1's rmse: 3.65358 [755] valid_0's rmse: 3.31809 valid_1's rmse: 3.65353 [756] valid_0's rmse: 3.31763 valid_1's rmse: 3.65341 [757] valid_0's rmse: 3.31736 valid_1's rmse: 3.65341 [758] valid_0's rmse: 3.31693 valid_1's rmse: 3.65338 [759] valid_0's rmse: 3.31668 valid_1's rmse: 3.65319 [760] valid_0's rmse: 3.31638 valid_1's rmse: 3.65316 [761] valid_0's rmse: 3.31609 valid_1's rmse: 3.65303 [762] valid_0's rmse: 3.31579 valid_1's rmse: 3.65279 [763] valid_0's rmse: 3.31532 valid_1's rmse: 3.65263 [764] valid_0's rmse: 3.31508 valid_1's rmse: 3.65249 [765] valid_0's rmse: 3.31475 valid_1's rmse: 3.65244 [766] valid_0's rmse: 3.31435 valid_1's rmse: 3.65237 [767] valid_0's rmse: 3.31397 valid_1's rmse: 3.65234 [768] valid_0's rmse: 3.31381 valid_1's rmse: 3.6523 [769] valid_0's rmse: 3.31348 valid_1's rmse: 3.65217 [770] valid_0's rmse: 3.31298 valid_1's rmse: 3.65222 [771] valid_0's rmse: 3.3125 valid_1's rmse: 3.65224 [772] valid_0's rmse: 3.31205 valid_1's rmse: 3.65262 [773] valid_0's rmse: 3.3118 valid_1's rmse: 3.65245 [774] valid_0's rmse: 3.31132 valid_1's rmse: 3.65239 [775] valid_0's rmse: 3.31098 valid_1's rmse: 3.65214 [776] valid_0's rmse: 3.31078 valid_1's rmse: 3.65214 [777] valid_0's rmse: 3.31047 valid_1's rmse: 3.65218 [778] valid_0's rmse: 3.31015 valid_1's rmse: 3.65209 [779] valid_0's rmse: 3.30979 valid_1's rmse: 3.65208 [780] valid_0's rmse: 3.30952 valid_1's rmse: 3.65206 [781] valid_0's rmse: 3.30914 valid_1's rmse: 3.65195 [782] valid_0's rmse: 3.30887 valid_1's rmse: 3.65185 [783] valid_0's rmse: 3.30859 valid_1's rmse: 3.65172 [784] valid_0's rmse: 3.30831 valid_1's rmse: 3.65178 [785] valid_0's rmse: 3.30799 valid_1's rmse: 3.65173 [786] valid_0's rmse: 3.30776 valid_1's rmse: 3.65155 [787] valid_0's rmse: 3.3073 valid_1's rmse: 3.6516 [788] valid_0's rmse: 3.30707 valid_1's rmse: 3.65149 [789] valid_0's rmse: 3.30644 valid_1's rmse: 3.6514 [790] valid_0's rmse: 3.30598 valid_1's rmse: 3.65137 [791] valid_0's rmse: 3.30571 valid_1's rmse: 3.65129 [792] valid_0's rmse: 3.3054 valid_1's rmse: 3.65117 [793] valid_0's rmse: 3.30524 valid_1's rmse: 3.65112 [794] valid_0's rmse: 3.30498 valid_1's rmse: 3.65127 [795] valid_0's rmse: 3.30464 valid_1's rmse: 3.65126 [796] valid_0's rmse: 3.3043 valid_1's rmse: 3.65122 [797] valid_0's rmse: 3.30406 valid_1's rmse: 3.65119 [798] valid_0's rmse: 3.30358 valid_1's rmse: 3.65119 [799] valid_0's rmse: 3.30342 valid_1's rmse: 3.65115 [800] valid_0's rmse: 3.3032 valid_1's rmse: 3.6511 [801] valid_0's rmse: 3.30294 valid_1's rmse: 3.6511 [802] valid_0's rmse: 3.30252 valid_1's rmse: 3.65125 [803] valid_0's rmse: 3.30207 valid_1's rmse: 3.65142 [804] valid_0's rmse: 3.30184 valid_1's rmse: 3.65154 [805] valid_0's rmse: 3.30153 valid_1's rmse: 3.65151 [806] valid_0's rmse: 3.30143 valid_1's rmse: 3.65153 [807] valid_0's rmse: 3.30125 valid_1's rmse: 3.65144 [808] valid_0's rmse: 3.301 valid_1's rmse: 3.65147 [809] valid_0's rmse: 3.30079 valid_1's rmse: 3.65147 [810] valid_0's rmse: 3.30041 valid_1's rmse: 3.65154 [811] valid_0's rmse: 3.30012 valid_1's rmse: 3.65168 [812] valid_0's rmse: 3.29993 valid_1's rmse: 3.65173 [813] valid_0's rmse: 3.29961 valid_1's rmse: 3.65177 [814] valid_0's rmse: 3.29947 valid_1's rmse: 3.65176 [815] valid_0's rmse: 3.2992 valid_1's rmse: 3.65184 [816] valid_0's rmse: 3.29901 valid_1's rmse: 3.65178 [817] valid_0's rmse: 3.29876 valid_1's rmse: 3.65166 [818] valid_0's rmse: 3.29853 valid_1's rmse: 3.65169 [819] valid_0's rmse: 3.29842 valid_1's rmse: 3.65168 [820] valid_0's rmse: 3.29827 valid_1's rmse: 3.6517 [821] valid_0's rmse: 3.29809 valid_1's rmse: 3.65185 Early stopping, best iteration is: [801] valid_0's rmse: 3.30294 valid_1's rmse: 3.6511 SCORE: 3.6511025021869186 [1] valid_0's rmse: 8.96982 valid_1's rmse: 8.9286 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37658 valid_1's rmse: 8.33664 [3] valid_0's rmse: 7.85467 valid_1's rmse: 7.81603 [4] valid_0's rmse: 7.38308 valid_1's rmse: 7.34532 [5] valid_0's rmse: 6.98242 valid_1's rmse: 6.9455 [6] valid_0's rmse: 6.63585 valid_1's rmse: 6.60049 [7] valid_0's rmse: 6.33866 valid_1's rmse: 6.3048 [8] valid_0's rmse: 6.07974 valid_1's rmse: 6.04697 [9] valid_0's rmse: 5.85093 valid_1's rmse: 5.81971 [10] valid_0's rmse: 5.66404 valid_1's rmse: 5.63358 [11] valid_0's rmse: 5.48948 valid_1's rmse: 5.45976 [12] valid_0's rmse: 5.33683 valid_1's rmse: 5.30806 [13] valid_0's rmse: 5.2111 valid_1's rmse: 5.1831 [14] valid_0's rmse: 5.08786 valid_1's rmse: 5.06073 [15] valid_0's rmse: 4.97249 valid_1's rmse: 4.94547 [16] valid_0's rmse: 4.89124 valid_1's rmse: 4.86466 [17] valid_0's rmse: 4.79692 valid_1's rmse: 4.77104 [18] valid_0's rmse: 4.72651 valid_1's rmse: 4.70099 [19] valid_0's rmse: 4.66829 valid_1's rmse: 4.64314 [20] valid_0's rmse: 4.59745 valid_1's rmse: 4.57295 [21] valid_0's rmse: 4.54978 valid_1's rmse: 4.52659 [22] valid_0's rmse: 4.51227 valid_1's rmse: 4.49037 [23] valid_0's rmse: 4.47159 valid_1's rmse: 4.45136 [24] valid_0's rmse: 4.44363 valid_1's rmse: 4.42453 [25] valid_0's rmse: 4.39897 valid_1's rmse: 4.38059 [26] valid_0's rmse: 4.3674 valid_1's rmse: 4.34951 [27] valid_0's rmse: 4.33963 valid_1's rmse: 4.32231 [28] valid_0's rmse: 4.3199 valid_1's rmse: 4.3037 [29] valid_0's rmse: 4.29167 valid_1's rmse: 4.27797 [30] valid_0's rmse: 4.26976 valid_1's rmse: 4.25624 [31] valid_0's rmse: 4.25072 valid_1's rmse: 4.23659 [32] valid_0's rmse: 4.22285 valid_1's rmse: 4.20889 [33] valid_0's rmse: 4.21005 valid_1's rmse: 4.19766 [34] valid_0's rmse: 4.18461 valid_1's rmse: 4.17247 [35] valid_0's rmse: 4.16566 valid_1's rmse: 4.15438 [36] valid_0's rmse: 4.15537 valid_1's rmse: 4.14683 [37] valid_0's rmse: 4.14277 valid_1's rmse: 4.13501 [38] valid_0's rmse: 4.13401 valid_1's rmse: 4.12773 [39] valid_0's rmse: 4.11828 valid_1's rmse: 4.1132 [40] valid_0's rmse: 4.10746 valid_1's rmse: 4.10401 [41] valid_0's rmse: 4.09085 valid_1's rmse: 4.08746 [42] valid_0's rmse: 4.08217 valid_1's rmse: 4.08033 [43] valid_0's rmse: 4.0744 valid_1's rmse: 4.07432 [44] valid_0's rmse: 4.05683 valid_1's rmse: 4.05699 [45] valid_0's rmse: 4.04456 valid_1's rmse: 4.04622 [46] valid_0's rmse: 4.03621 valid_1's rmse: 4.03873 [47] valid_0's rmse: 4.03208 valid_1's rmse: 4.03614 [48] valid_0's rmse: 4.02611 valid_1's rmse: 4.03221 [49] valid_0's rmse: 4.01695 valid_1's rmse: 4.02406 [50] valid_0's rmse: 4.00971 valid_1's rmse: 4.01766 [51] valid_0's rmse: 3.99863 valid_1's rmse: 4.00745 [52] valid_0's rmse: 3.99097 valid_1's rmse: 4.00107 [53] valid_0's rmse: 3.98533 valid_1's rmse: 3.99692 [54] valid_0's rmse: 3.97892 valid_1's rmse: 3.99053 [55] valid_0's rmse: 3.9713 valid_1's rmse: 3.98434 [56] valid_0's rmse: 3.96692 valid_1's rmse: 3.98172 [57] valid_0's rmse: 3.96371 valid_1's rmse: 3.97986 [58] valid_0's rmse: 3.95957 valid_1's rmse: 3.97637 [59] valid_0's rmse: 3.95409 valid_1's rmse: 3.9721 [60] valid_0's rmse: 3.94464 valid_1's rmse: 3.96321 [61] valid_0's rmse: 3.94062 valid_1's rmse: 3.9609 [62] valid_0's rmse: 3.93544 valid_1's rmse: 3.9575 [63] valid_0's rmse: 3.93025 valid_1's rmse: 3.95243 [64] valid_0's rmse: 3.92381 valid_1's rmse: 3.94769 [65] valid_0's rmse: 3.91817 valid_1's rmse: 3.94273 [66] valid_0's rmse: 3.91424 valid_1's rmse: 3.94047 [67] valid_0's rmse: 3.90789 valid_1's rmse: 3.93437 [68] valid_0's rmse: 3.90378 valid_1's rmse: 3.93116 [69] valid_0's rmse: 3.89768 valid_1's rmse: 3.92532 [70] valid_0's rmse: 3.89373 valid_1's rmse: 3.92334 [71] valid_0's rmse: 3.88742 valid_1's rmse: 3.91761 [72] valid_0's rmse: 3.88056 valid_1's rmse: 3.91102 [73] valid_0's rmse: 3.87692 valid_1's rmse: 3.90896 [74] valid_0's rmse: 3.87218 valid_1's rmse: 3.90473 [75] valid_0's rmse: 3.86862 valid_1's rmse: 3.90193 [76] valid_0's rmse: 3.86291 valid_1's rmse: 3.89686 [77] valid_0's rmse: 3.859 valid_1's 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[486] valid_0's rmse: 3.39378 valid_1's rmse: 3.67873 [487] valid_0's rmse: 3.39334 valid_1's rmse: 3.6789 [488] valid_0's rmse: 3.39282 valid_1's rmse: 3.67877 [489] valid_0's rmse: 3.3924 valid_1's rmse: 3.67879 [490] valid_0's rmse: 3.39189 valid_1's rmse: 3.67863 [491] valid_0's rmse: 3.39148 valid_1's rmse: 3.67855 [492] valid_0's rmse: 3.39093 valid_1's rmse: 3.67851 [493] valid_0's rmse: 3.39067 valid_1's rmse: 3.67843 [494] valid_0's rmse: 3.39026 valid_1's rmse: 3.6783 [495] valid_0's rmse: 3.38982 valid_1's rmse: 3.67841 [496] valid_0's rmse: 3.3893 valid_1's rmse: 3.67876 [497] valid_0's rmse: 3.38889 valid_1's rmse: 3.67853 [498] valid_0's rmse: 3.38856 valid_1's rmse: 3.67844 [499] valid_0's rmse: 3.38806 valid_1's rmse: 3.67827 [500] valid_0's rmse: 3.38731 valid_1's rmse: 3.67857 [501] valid_0's rmse: 3.38676 valid_1's rmse: 3.67815 [502] valid_0's rmse: 3.38605 valid_1's rmse: 3.67787 [503] valid_0's rmse: 3.38551 valid_1's rmse: 3.67757 [504] valid_0's rmse: 3.38508 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rmse: 3.34094 valid_1's rmse: 3.66374 [598] valid_0's rmse: 3.34047 valid_1's rmse: 3.66356 [599] valid_0's rmse: 3.34031 valid_1's rmse: 3.66355 [600] valid_0's rmse: 3.34001 valid_1's rmse: 3.66349 [601] valid_0's rmse: 3.33938 valid_1's rmse: 3.66326 [602] valid_0's rmse: 3.33889 valid_1's rmse: 3.66363 [603] valid_0's rmse: 3.33858 valid_1's rmse: 3.66368 [604] valid_0's rmse: 3.3381 valid_1's rmse: 3.66428 [605] valid_0's rmse: 3.33731 valid_1's rmse: 3.66375 [606] valid_0's rmse: 3.33689 valid_1's rmse: 3.66359 [607] valid_0's rmse: 3.33663 valid_1's rmse: 3.66358 [608] valid_0's rmse: 3.33614 valid_1's rmse: 3.66351 [609] valid_0's rmse: 3.33582 valid_1's rmse: 3.66355 [610] valid_0's rmse: 3.33553 valid_1's rmse: 3.66347 [611] valid_0's rmse: 3.33493 valid_1's rmse: 3.66315 [612] valid_0's rmse: 3.33444 valid_1's rmse: 3.66304 [613] valid_0's rmse: 3.33384 valid_1's rmse: 3.66297 [614] valid_0's rmse: 3.33338 valid_1's rmse: 3.66288 [615] valid_0's rmse: 3.33295 valid_1's rmse: 3.66275 [616] valid_0's rmse: 3.33071 valid_1's rmse: 3.66096 [617] valid_0's rmse: 3.33039 valid_1's rmse: 3.661 [618] valid_0's rmse: 3.33014 valid_1's rmse: 3.66097 [619] valid_0's rmse: 3.32966 valid_1's rmse: 3.66127 [620] valid_0's rmse: 3.32925 valid_1's rmse: 3.6613 [621] valid_0's rmse: 3.32879 valid_1's rmse: 3.66128 [622] valid_0's rmse: 3.32852 valid_1's rmse: 3.66121 [623] valid_0's rmse: 3.32816 valid_1's rmse: 3.66129 [624] valid_0's rmse: 3.32788 valid_1's rmse: 3.66122 [625] valid_0's rmse: 3.32744 valid_1's rmse: 3.66116 [626] valid_0's rmse: 3.32696 valid_1's rmse: 3.661 [627] valid_0's rmse: 3.32664 valid_1's rmse: 3.661 [628] valid_0's rmse: 3.32621 valid_1's rmse: 3.66075 [629] valid_0's rmse: 3.32555 valid_1's rmse: 3.66024 [630] valid_0's rmse: 3.32509 valid_1's rmse: 3.66012 [631] valid_0's rmse: 3.3243 valid_1's rmse: 3.6596 [632] valid_0's rmse: 3.32397 valid_1's rmse: 3.65952 [633] valid_0's rmse: 3.3236 valid_1's rmse: 3.6594 [634] valid_0's rmse: 3.32298 valid_1's rmse: 3.65953 [635] valid_0's rmse: 3.32265 valid_1's rmse: 3.65934 [636] valid_0's rmse: 3.32224 valid_1's rmse: 3.65938 [637] valid_0's rmse: 3.32187 valid_1's rmse: 3.65957 [638] valid_0's rmse: 3.32167 valid_1's rmse: 3.65955 [639] valid_0's rmse: 3.32121 valid_1's rmse: 3.65962 [640] valid_0's rmse: 3.32079 valid_1's rmse: 3.65955 [641] valid_0's rmse: 3.32032 valid_1's rmse: 3.65949 [642] valid_0's rmse: 3.31993 valid_1's rmse: 3.65947 [643] valid_0's rmse: 3.31957 valid_1's rmse: 3.65923 [644] valid_0's rmse: 3.31916 valid_1's rmse: 3.65945 [645] valid_0's rmse: 3.31894 valid_1's rmse: 3.65946 [646] valid_0's rmse: 3.31858 valid_1's rmse: 3.65949 [647] valid_0's rmse: 3.31812 valid_1's rmse: 3.65929 [648] valid_0's rmse: 3.31772 valid_1's rmse: 3.65935 [649] valid_0's rmse: 3.31737 valid_1's rmse: 3.65928 [650] valid_0's rmse: 3.31706 valid_1's rmse: 3.65925 [651] valid_0's rmse: 3.31679 valid_1's rmse: 3.65919 [652] valid_0's rmse: 3.31664 valid_1's rmse: 3.65922 [653] valid_0's rmse: 3.31627 valid_1's rmse: 3.65915 [654] valid_0's rmse: 3.31592 valid_1's rmse: 3.65899 [655] valid_0's rmse: 3.31567 valid_1's rmse: 3.659 [656] valid_0's rmse: 3.31541 valid_1's rmse: 3.65901 [657] valid_0's rmse: 3.31514 valid_1's rmse: 3.65907 [658] valid_0's rmse: 3.31498 valid_1's rmse: 3.65907 [659] valid_0's rmse: 3.31484 valid_1's rmse: 3.65895 [660] valid_0's rmse: 3.31445 valid_1's rmse: 3.65909 [661] valid_0's rmse: 3.31409 valid_1's rmse: 3.65906 [662] valid_0's rmse: 3.31366 valid_1's rmse: 3.65919 [663] valid_0's rmse: 3.3131 valid_1's rmse: 3.6593 [664] valid_0's rmse: 3.31283 valid_1's rmse: 3.65933 [665] valid_0's rmse: 3.31252 valid_1's rmse: 3.65939 [666] valid_0's rmse: 3.31225 valid_1's rmse: 3.65951 [667] valid_0's rmse: 3.31184 valid_1's rmse: 3.65949 [668] valid_0's rmse: 3.31153 valid_1's rmse: 3.65944 [669] valid_0's rmse: 3.31108 valid_1's rmse: 3.65938 [670] valid_0's rmse: 3.31069 valid_1's rmse: 3.65927 [671] valid_0's rmse: 3.31026 valid_1's rmse: 3.65907 [672] valid_0's rmse: 3.30977 valid_1's rmse: 3.6593 [673] valid_0's rmse: 3.30949 valid_1's rmse: 3.65921 [674] valid_0's rmse: 3.30911 valid_1's rmse: 3.6591 [675] valid_0's rmse: 3.30867 valid_1's rmse: 3.65899 [676] valid_0's rmse: 3.30827 valid_1's rmse: 3.65901 [677] valid_0's rmse: 3.30787 valid_1's rmse: 3.65934 [678] valid_0's rmse: 3.30741 valid_1's rmse: 3.65936 [679] valid_0's rmse: 3.307 valid_1's rmse: 3.65927 Early stopping, best iteration is: [659] valid_0's rmse: 3.31484 valid_1's rmse: 3.65895 SCORE: 3.6589480593351844 [1] valid_0's rmse: 8.97033 valid_1's rmse: 8.92893 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37961 valid_1's rmse: 8.34042 [3] valid_0's rmse: 7.85701 valid_1's rmse: 7.81914 [4] valid_0's rmse: 7.39718 valid_1's rmse: 7.35985 [5] valid_0's rmse: 6.9942 valid_1's rmse: 6.95839 [6] valid_0's rmse: 6.64091 valid_1's rmse: 6.60558 [7] valid_0's rmse: 6.34528 valid_1's rmse: 6.31142 [8] valid_0's rmse: 6.08749 valid_1's rmse: 6.05414 [9] valid_0's rmse: 5.83519 valid_1's rmse: 5.80253 [10] valid_0's rmse: 5.64624 valid_1's rmse: 5.61476 [11] valid_0's rmse: 5.47159 valid_1's rmse: 5.44137 [12] valid_0's rmse: 5.33295 valid_1's rmse: 5.30355 [13] valid_0's rmse: 5.20171 valid_1's rmse: 5.17342 [14] valid_0's rmse: 5.08983 valid_1's rmse: 5.06211 [15] valid_0's rmse: 4.97714 valid_1's rmse: 4.95013 [16] valid_0's rmse: 4.87949 valid_1's rmse: 4.85426 [17] valid_0's rmse: 4.80212 valid_1's rmse: 4.77812 [18] valid_0's rmse: 4.73016 valid_1's rmse: 4.7071 [19] valid_0's rmse: 4.67339 valid_1's rmse: 4.65131 [20] valid_0's rmse: 4.5972 valid_1's rmse: 4.57528 [21] valid_0's rmse: 4.5565 valid_1's rmse: 4.53561 [22] valid_0's rmse: 4.51216 valid_1's rmse: 4.49226 [23] valid_0's rmse: 4.4599 valid_1's rmse: 4.44073 [24] valid_0's rmse: 4.42387 valid_1's rmse: 4.40475 [25] valid_0's rmse: 4.38557 valid_1's rmse: 4.3672 [26] valid_0's rmse: 4.36103 valid_1's rmse: 4.34464 [27] valid_0's rmse: 4.32291 valid_1's rmse: 4.30644 [28] valid_0's rmse: 4.30096 valid_1's rmse: 4.28609 [29] valid_0's rmse: 4.27974 valid_1's rmse: 4.26611 [30] valid_0's rmse: 4.25888 valid_1's rmse: 4.24729 [31] valid_0's rmse: 4.22968 valid_1's rmse: 4.22003 [32] valid_0's rmse: 4.20531 valid_1's rmse: 4.19598 [33] valid_0's rmse: 4.18937 valid_1's rmse: 4.18153 [34] valid_0's rmse: 4.17768 valid_1's rmse: 4.17145 [35] valid_0's rmse: 4.16333 valid_1's rmse: 4.15911 [36] valid_0's rmse: 4.1529 valid_1's rmse: 4.1499 [37] valid_0's rmse: 4.13835 valid_1's rmse: 4.13588 [38] valid_0's rmse: 4.12448 valid_1's rmse: 4.12256 [39] valid_0's rmse: 4.11161 valid_1's rmse: 4.11034 [40] valid_0's rmse: 4.10238 valid_1's rmse: 4.1026 [41] valid_0's rmse: 4.09339 valid_1's rmse: 4.09505 [42] valid_0's rmse: 4.08595 valid_1's rmse: 4.08861 [43] valid_0's rmse: 4.07967 valid_1's rmse: 4.08245 [44] valid_0's rmse: 4.07216 valid_1's rmse: 4.07615 [45] valid_0's rmse: 4.06493 valid_1's rmse: 4.07036 [46] valid_0's rmse: 4.05918 valid_1's rmse: 4.06538 [47] valid_0's rmse: 4.05283 valid_1's rmse: 4.06081 [48] valid_0's rmse: 4.04293 valid_1's rmse: 4.05148 [49] valid_0's rmse: 4.02806 valid_1's rmse: 4.03717 [50] valid_0's rmse: 4.01551 valid_1's rmse: 4.02484 [51] valid_0's rmse: 4.01005 valid_1's rmse: 4.02118 [52] valid_0's rmse: 3.99807 valid_1's rmse: 4.00949 [53] valid_0's rmse: 3.99163 valid_1's rmse: 4.00346 [54] valid_0's rmse: 3.98674 valid_1's rmse: 3.99927 [55] valid_0's rmse: 3.97921 valid_1's rmse: 3.99198 [56] valid_0's rmse: 3.9738 valid_1's rmse: 3.98765 [57] valid_0's rmse: 3.96457 valid_1's rmse: 3.97896 [58] valid_0's rmse: 3.95897 valid_1's rmse: 3.97436 [59] valid_0's rmse: 3.9518 valid_1's rmse: 3.96742 [60] valid_0's rmse: 3.94185 valid_1's rmse: 3.95788 [61] valid_0's rmse: 3.93561 valid_1's rmse: 3.95167 [62] valid_0's rmse: 3.92993 valid_1's rmse: 3.94666 [63] valid_0's rmse: 3.92607 valid_1's rmse: 3.94393 [64] valid_0's rmse: 3.92233 valid_1's rmse: 3.94065 [65] valid_0's rmse: 3.91423 valid_1's rmse: 3.93278 [66] valid_0's rmse: 3.9106 valid_1's rmse: 3.93066 [67] valid_0's rmse: 3.90469 valid_1's rmse: 3.92486 [68] valid_0's rmse: 3.89893 valid_1's rmse: 3.92103 [69] valid_0's rmse: 3.88962 valid_1's rmse: 3.9123 [70] valid_0's rmse: 3.88553 valid_1's rmse: 3.91114 [71] valid_0's rmse: 3.87951 valid_1's rmse: 3.9054 [72] valid_0's rmse: 3.87653 valid_1's rmse: 3.90308 [73] valid_0's rmse: 3.86981 valid_1's rmse: 3.89653 [74] valid_0's rmse: 3.86678 valid_1's rmse: 3.89438 [75] valid_0's rmse: 3.85957 valid_1's rmse: 3.88833 [76] valid_0's rmse: 3.85693 valid_1's rmse: 3.88623 [77] valid_0's rmse: 3.84978 valid_1's rmse: 3.88005 [78] valid_0's rmse: 3.84581 valid_1's rmse: 3.87827 [79] valid_0's rmse: 3.84143 valid_1's rmse: 3.87436 [80] valid_0's rmse: 3.83745 valid_1's rmse: 3.87101 [81] valid_0's rmse: 3.83236 valid_1's rmse: 3.86642 [82] valid_0's rmse: 3.83004 valid_1's rmse: 3.8652 [83] valid_0's rmse: 3.82638 valid_1's rmse: 3.86168 [84] valid_0's rmse: 3.82013 valid_1's rmse: 3.85613 [85] valid_0's rmse: 3.81715 valid_1's rmse: 3.85396 [86] valid_0's rmse: 3.81474 valid_1's rmse: 3.8528 [87] valid_0's rmse: 3.81234 valid_1's rmse: 3.85118 [88] valid_0's rmse: 3.80867 valid_1's rmse: 3.84851 [89] valid_0's rmse: 3.80265 valid_1's rmse: 3.84265 [90] valid_0's rmse: 3.80034 valid_1's rmse: 3.84142 [91] valid_0's rmse: 3.79662 valid_1's rmse: 3.83868 [92] valid_0's rmse: 3.79413 valid_1's rmse: 3.83713 [93] valid_0's rmse: 3.78924 valid_1's rmse: 3.83279 [94] valid_0's rmse: 3.7863 valid_1's rmse: 3.83032 [95] valid_0's rmse: 3.78312 valid_1's rmse: 3.82817 [96] valid_0's rmse: 3.78068 valid_1's rmse: 3.82742 [97] valid_0's rmse: 3.77851 valid_1's rmse: 3.82635 [98] valid_0's rmse: 3.77579 valid_1's rmse: 3.8261 [99] valid_0's rmse: 3.77266 valid_1's rmse: 3.8246 [100] valid_0's rmse: 3.77084 valid_1's rmse: 3.82335 [101] valid_0's rmse: 3.76891 valid_1's rmse: 3.82229 [102] valid_0's rmse: 3.7662 valid_1's rmse: 3.82225 [103] valid_0's rmse: 3.76341 valid_1's rmse: 3.82054 [104] valid_0's rmse: 3.75974 valid_1's rmse: 3.81718 [105] valid_0's rmse: 3.75759 valid_1's rmse: 3.81609 [106] valid_0's rmse: 3.75566 valid_1's rmse: 3.81558 [107] valid_0's rmse: 3.75396 valid_1's rmse: 3.81496 [108] valid_0's rmse: 3.75023 valid_1's rmse: 3.81177 [109] valid_0's rmse: 3.7459 valid_1's rmse: 3.80779 [110] valid_0's rmse: 3.74397 valid_1's rmse: 3.80744 [111] valid_0's rmse: 3.74109 valid_1's rmse: 3.80537 [112] valid_0's rmse: 3.73886 valid_1's rmse: 3.80367 [113] valid_0's rmse: 3.73619 valid_1's rmse: 3.80167 [114] valid_0's rmse: 3.73377 valid_1's rmse: 3.80016 [115] valid_0's rmse: 3.73218 valid_1's rmse: 3.79956 [116] valid_0's rmse: 3.73013 valid_1's rmse: 3.79834 [117] valid_0's rmse: 3.7269 valid_1's rmse: 3.79574 [118] valid_0's rmse: 3.72462 valid_1's rmse: 3.7945 [119] valid_0's rmse: 3.72008 valid_1's rmse: 3.79031 [120] valid_0's rmse: 3.71879 valid_1's rmse: 3.7897 [121] valid_0's rmse: 3.71577 valid_1's rmse: 3.78698 [122] valid_0's rmse: 3.71392 valid_1's rmse: 3.78604 [123] valid_0's rmse: 3.7122 valid_1's rmse: 3.78505 [124] valid_0's rmse: 3.71011 valid_1's rmse: 3.78422 [125] valid_0's rmse: 3.70771 valid_1's rmse: 3.78254 [126] valid_0's rmse: 3.70601 valid_1's rmse: 3.78171 [127] valid_0's rmse: 3.70414 valid_1's rmse: 3.78169 [128] valid_0's rmse: 3.70262 valid_1's rmse: 3.7814 [129] valid_0's rmse: 3.69912 valid_1's rmse: 3.77811 [130] valid_0's rmse: 3.69739 valid_1's rmse: 3.77703 [131] valid_0's rmse: 3.69552 valid_1's rmse: 3.7756 [132] valid_0's rmse: 3.69345 valid_1's rmse: 3.77398 [133] valid_0's rmse: 3.69128 valid_1's rmse: 3.77218 [134] valid_0's rmse: 3.69021 valid_1's rmse: 3.77179 [135] valid_0's rmse: 3.68857 valid_1's rmse: 3.77093 [136] valid_0's rmse: 3.6868 valid_1's rmse: 3.7711 [137] valid_0's rmse: 3.68561 valid_1's rmse: 3.77034 [138] valid_0's rmse: 3.68437 valid_1's rmse: 3.77011 [139] valid_0's rmse: 3.68285 valid_1's rmse: 3.77012 [140] valid_0's rmse: 3.68035 valid_1's rmse: 3.7682 [141] valid_0's rmse: 3.67917 valid_1's rmse: 3.76789 [142] valid_0's rmse: 3.6772 valid_1's rmse: 3.76752 [143] valid_0's rmse: 3.67505 valid_1's rmse: 3.76663 [144] valid_0's rmse: 3.67373 valid_1's rmse: 3.76588 [145] valid_0's rmse: 3.67219 valid_1's rmse: 3.76507 [146] valid_0's rmse: 3.67103 valid_1's rmse: 3.76497 [147] valid_0's rmse: 3.66938 valid_1's rmse: 3.76406 [148] valid_0's rmse: 3.66783 valid_1's rmse: 3.76284 [149] valid_0's rmse: 3.66658 valid_1's rmse: 3.76256 [150] valid_0's rmse: 3.66504 valid_1's rmse: 3.76176 [151] valid_0's rmse: 3.66326 valid_1's rmse: 3.76132 [152] valid_0's rmse: 3.66134 valid_1's rmse: 3.75974 [153] valid_0's rmse: 3.65953 valid_1's rmse: 3.75927 [154] valid_0's rmse: 3.65821 valid_1's rmse: 3.75878 [155] valid_0's rmse: 3.65632 valid_1's rmse: 3.75822 [156] valid_0's rmse: 3.65519 valid_1's rmse: 3.7576 [157] valid_0's rmse: 3.65345 valid_1's rmse: 3.75653 [158] valid_0's rmse: 3.65208 valid_1's rmse: 3.75581 [159] valid_0's rmse: 3.65105 valid_1's rmse: 3.75535 [160] valid_0's rmse: 3.64968 valid_1's rmse: 3.75441 [161] valid_0's rmse: 3.64807 valid_1's rmse: 3.75434 [162] valid_0's rmse: 3.64665 valid_1's rmse: 3.75396 [163] valid_0's rmse: 3.64456 valid_1's rmse: 3.75209 [164] valid_0's rmse: 3.6428 valid_1's rmse: 3.75122 [165] valid_0's rmse: 3.641 valid_1's rmse: 3.74985 [166] valid_0's rmse: 3.63937 valid_1's rmse: 3.74942 [167] valid_0's rmse: 3.63835 valid_1's rmse: 3.74898 [168] valid_0's rmse: 3.63698 valid_1's rmse: 3.74864 [169] valid_0's rmse: 3.6351 valid_1's rmse: 3.74735 [170] valid_0's rmse: 3.63375 valid_1's rmse: 3.74639 [171] valid_0's rmse: 3.63264 valid_1's rmse: 3.74646 [172] valid_0's rmse: 3.63128 valid_1's rmse: 3.74573 [173] valid_0's rmse: 3.62815 valid_1's rmse: 3.7432 [174] valid_0's rmse: 3.62683 valid_1's rmse: 3.74266 [175] valid_0's rmse: 3.62553 valid_1's rmse: 3.74195 [176] valid_0's rmse: 3.62375 valid_1's rmse: 3.74147 [177] valid_0's rmse: 3.6224 valid_1's rmse: 3.74072 [178] valid_0's rmse: 3.6213 valid_1's rmse: 3.74061 [179] valid_0's rmse: 3.61998 valid_1's rmse: 3.73949 [180] valid_0's rmse: 3.61848 valid_1's rmse: 3.73843 [181] valid_0's rmse: 3.61759 valid_1's rmse: 3.73797 [182] valid_0's rmse: 3.61649 valid_1's rmse: 3.73829 [183] valid_0's rmse: 3.61508 valid_1's rmse: 3.73818 [184] valid_0's rmse: 3.61428 valid_1's rmse: 3.73803 [185] valid_0's rmse: 3.61311 valid_1's rmse: 3.73735 [186] valid_0's rmse: 3.61181 valid_1's rmse: 3.73692 [187] valid_0's rmse: 3.61091 valid_1's rmse: 3.73696 [188] valid_0's rmse: 3.61014 valid_1's rmse: 3.73679 [189] valid_0's rmse: 3.60829 valid_1's rmse: 3.73705 [190] valid_0's rmse: 3.60702 valid_1's rmse: 3.73663 [191] valid_0's rmse: 3.60503 valid_1's rmse: 3.73531 [192] valid_0's rmse: 3.60373 valid_1's rmse: 3.73496 [193] valid_0's rmse: 3.60238 valid_1's rmse: 3.73457 [194] valid_0's rmse: 3.60169 valid_1's rmse: 3.73447 [195] valid_0's rmse: 3.60013 valid_1's rmse: 3.73315 [196] valid_0's rmse: 3.59863 valid_1's rmse: 3.73177 [197] valid_0's rmse: 3.5976 valid_1's rmse: 3.73182 [198] valid_0's rmse: 3.59644 valid_1's rmse: 3.73229 [199] valid_0's rmse: 3.59523 valid_1's rmse: 3.73145 [200] valid_0's rmse: 3.5941 valid_1's rmse: 3.73111 [201] valid_0's rmse: 3.59306 valid_1's rmse: 3.73031 [202] valid_0's rmse: 3.5921 valid_1's rmse: 3.73025 [203] valid_0's rmse: 3.59085 valid_1's rmse: 3.7306 [204] valid_0's rmse: 3.58957 valid_1's rmse: 3.73026 [205] valid_0's rmse: 3.58801 valid_1's rmse: 3.72979 [206] valid_0's rmse: 3.58647 valid_1's rmse: 3.72877 [207] valid_0's rmse: 3.58529 valid_1's rmse: 3.72805 [208] valid_0's rmse: 3.5844 valid_1's rmse: 3.72782 [209] valid_0's rmse: 3.58325 valid_1's rmse: 3.72688 [210] valid_0's rmse: 3.58103 valid_1's rmse: 3.72525 [211] valid_0's rmse: 3.58026 valid_1's rmse: 3.72502 [212] valid_0's rmse: 3.57874 valid_1's rmse: 3.72404 [213] valid_0's rmse: 3.57761 valid_1's rmse: 3.72375 [214] valid_0's rmse: 3.57647 valid_1's rmse: 3.72314 [215] valid_0's rmse: 3.57551 valid_1's rmse: 3.72258 [216] valid_0's rmse: 3.57462 valid_1's rmse: 3.72221 [217] valid_0's rmse: 3.57331 valid_1's rmse: 3.72119 [218] valid_0's rmse: 3.57216 valid_1's rmse: 3.72073 [219] valid_0's rmse: 3.57026 valid_1's rmse: 3.71941 [220] valid_0's rmse: 3.56894 valid_1's rmse: 3.71842 [221] valid_0's rmse: 3.56712 valid_1's rmse: 3.71797 [222] valid_0's rmse: 3.56584 valid_1's rmse: 3.71821 [223] valid_0's rmse: 3.56481 valid_1's rmse: 3.71745 [224] valid_0's rmse: 3.56365 valid_1's rmse: 3.71728 [225] valid_0's rmse: 3.56234 valid_1's rmse: 3.717 [226] valid_0's rmse: 3.56118 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3.66831 [468] valid_0's rmse: 3.38381 valid_1's rmse: 3.6682 [469] valid_0's rmse: 3.38277 valid_1's rmse: 3.66789 [470] valid_0's rmse: 3.3822 valid_1's rmse: 3.66772 [471] valid_0's rmse: 3.38201 valid_1's rmse: 3.6677 [472] valid_0's rmse: 3.38144 valid_1's rmse: 3.66767 [473] valid_0's rmse: 3.38118 valid_1's rmse: 3.66765 [474] valid_0's rmse: 3.38037 valid_1's rmse: 3.66718 [475] valid_0's rmse: 3.37986 valid_1's rmse: 3.6669 [476] valid_0's rmse: 3.37932 valid_1's rmse: 3.66676 [477] valid_0's rmse: 3.37881 valid_1's rmse: 3.66682 [478] valid_0's rmse: 3.37832 valid_1's rmse: 3.66663 [479] valid_0's rmse: 3.3778 valid_1's rmse: 3.66635 [480] valid_0's rmse: 3.37721 valid_1's rmse: 3.66598 [481] valid_0's rmse: 3.37678 valid_1's rmse: 3.66625 [482] valid_0's rmse: 3.37623 valid_1's rmse: 3.66599 [483] valid_0's rmse: 3.37559 valid_1's rmse: 3.66553 [484] valid_0's rmse: 3.37499 valid_1's rmse: 3.66559 [485] valid_0's rmse: 3.37414 valid_1's rmse: 3.66555 [486] valid_0's rmse: 3.37363 valid_1's rmse: 3.66533 [487] valid_0's rmse: 3.3732 valid_1's rmse: 3.66536 [488] valid_0's rmse: 3.37262 valid_1's rmse: 3.66506 [489] valid_0's rmse: 3.37222 valid_1's rmse: 3.66514 [490] valid_0's rmse: 3.37165 valid_1's rmse: 3.66523 [491] valid_0's rmse: 3.37133 valid_1's rmse: 3.66519 [492] valid_0's rmse: 3.371 valid_1's rmse: 3.6653 [493] valid_0's rmse: 3.37038 valid_1's rmse: 3.66508 [494] valid_0's rmse: 3.3699 valid_1's rmse: 3.66483 [495] valid_0's rmse: 3.36973 valid_1's rmse: 3.66484 [496] valid_0's rmse: 3.36926 valid_1's rmse: 3.66499 [497] valid_0's rmse: 3.3689 valid_1's rmse: 3.66488 [498] valid_0's rmse: 3.3684 valid_1's rmse: 3.66486 [499] valid_0's rmse: 3.36798 valid_1's rmse: 3.66478 [500] valid_0's rmse: 3.36753 valid_1's rmse: 3.66446 [501] valid_0's rmse: 3.36733 valid_1's rmse: 3.66446 [502] valid_0's rmse: 3.36699 valid_1's rmse: 3.66457 [503] valid_0's rmse: 3.36678 valid_1's rmse: 3.66446 [504] valid_0's rmse: 3.36644 valid_1's rmse: 3.66446 [505] valid_0's rmse: 3.3661 valid_1's rmse: 3.66442 [506] valid_0's rmse: 3.36565 valid_1's rmse: 3.66424 [507] valid_0's rmse: 3.3651 valid_1's rmse: 3.66407 [508] valid_0's rmse: 3.36457 valid_1's rmse: 3.66406 [509] valid_0's rmse: 3.36428 valid_1's rmse: 3.66414 [510] valid_0's rmse: 3.3641 valid_1's rmse: 3.66417 [511] valid_0's rmse: 3.36381 valid_1's rmse: 3.66421 [512] valid_0's rmse: 3.36306 valid_1's rmse: 3.66376 [513] valid_0's rmse: 3.36254 valid_1's rmse: 3.66368 [514] valid_0's rmse: 3.36207 valid_1's rmse: 3.66372 [515] valid_0's rmse: 3.36163 valid_1's rmse: 3.66384 [516] valid_0's rmse: 3.36126 valid_1's rmse: 3.66363 [517] valid_0's rmse: 3.3608 valid_1's rmse: 3.66351 [518] valid_0's rmse: 3.36029 valid_1's rmse: 3.66323 [519] valid_0's rmse: 3.35965 valid_1's rmse: 3.66284 [520] valid_0's rmse: 3.35884 valid_1's rmse: 3.66222 [521] valid_0's rmse: 3.35829 valid_1's rmse: 3.66236 [522] valid_0's rmse: 3.35804 valid_1's rmse: 3.66246 [523] valid_0's rmse: 3.3576 valid_1's rmse: 3.66243 [524] valid_0's rmse: 3.35703 valid_1's rmse: 3.66245 [525] valid_0's rmse: 3.35651 valid_1's rmse: 3.6622 [526] valid_0's rmse: 3.35585 valid_1's rmse: 3.66207 [527] valid_0's rmse: 3.3555 valid_1's rmse: 3.66223 [528] valid_0's rmse: 3.35513 valid_1's rmse: 3.66214 [529] valid_0's rmse: 3.3545 valid_1's rmse: 3.66191 [530] valid_0's rmse: 3.35414 valid_1's rmse: 3.66188 [531] valid_0's rmse: 3.35367 valid_1's rmse: 3.66164 [532] valid_0's rmse: 3.35313 valid_1's rmse: 3.66167 [533] valid_0's rmse: 3.35256 valid_1's rmse: 3.66117 [534] valid_0's rmse: 3.3522 valid_1's rmse: 3.6612 [535] valid_0's rmse: 3.35167 valid_1's rmse: 3.66119 [536] valid_0's rmse: 3.35124 valid_1's rmse: 3.66109 [537] valid_0's rmse: 3.35069 valid_1's rmse: 3.66134 [538] valid_0's rmse: 3.34996 valid_1's rmse: 3.66093 [539] valid_0's rmse: 3.34955 valid_1's rmse: 3.66081 [540] valid_0's rmse: 3.34885 valid_1's rmse: 3.6606 [541] valid_0's rmse: 3.3484 valid_1's rmse: 3.66071 [542] valid_0's rmse: 3.348 valid_1's rmse: 3.66038 [543] valid_0's rmse: 3.34726 valid_1's rmse: 3.66007 [544] valid_0's rmse: 3.34668 valid_1's rmse: 3.65984 [545] valid_0's rmse: 3.3461 valid_1's rmse: 3.65948 [546] valid_0's rmse: 3.34561 valid_1's rmse: 3.65929 [547] valid_0's rmse: 3.34519 valid_1's rmse: 3.65921 [548] valid_0's rmse: 3.34486 valid_1's rmse: 3.659 [549] valid_0's rmse: 3.34435 valid_1's rmse: 3.65895 [550] valid_0's rmse: 3.34391 valid_1's rmse: 3.65896 [551] valid_0's rmse: 3.34296 valid_1's rmse: 3.6589 [552] valid_0's rmse: 3.3426 valid_1's rmse: 3.65888 [553] valid_0's rmse: 3.34228 valid_1's rmse: 3.6589 [554] valid_0's rmse: 3.34189 valid_1's rmse: 3.65882 [555] valid_0's rmse: 3.34124 valid_1's rmse: 3.65851 [556] valid_0's rmse: 3.34058 valid_1's rmse: 3.65822 [557] valid_0's rmse: 3.34027 valid_1's rmse: 3.65813 [558] valid_0's rmse: 3.33986 valid_1's rmse: 3.65803 [559] valid_0's rmse: 3.3393 valid_1's rmse: 3.65787 [560] valid_0's rmse: 3.33906 valid_1's rmse: 3.65785 [561] valid_0's rmse: 3.33869 valid_1's rmse: 3.65783 [562] valid_0's rmse: 3.33826 valid_1's rmse: 3.65768 [563] valid_0's rmse: 3.33791 valid_1's rmse: 3.65781 [564] valid_0's rmse: 3.3374 valid_1's rmse: 3.65766 [565] valid_0's rmse: 3.33669 valid_1's rmse: 3.65786 [566] valid_0's rmse: 3.33633 valid_1's rmse: 3.65783 [567] valid_0's rmse: 3.33578 valid_1's rmse: 3.6577 [568] valid_0's rmse: 3.33498 valid_1's rmse: 3.65775 [569] valid_0's rmse: 3.33448 valid_1's rmse: 3.65751 [570] valid_0's rmse: 3.33404 valid_1's rmse: 3.65735 [571] valid_0's rmse: 3.33316 valid_1's rmse: 3.65686 [572] valid_0's rmse: 3.33274 valid_1's rmse: 3.65679 [573] valid_0's rmse: 3.33225 valid_1's rmse: 3.65661 [574] valid_0's rmse: 3.33173 valid_1's rmse: 3.65649 [575] valid_0's rmse: 3.33121 valid_1's rmse: 3.65604 [576] valid_0's rmse: 3.331 valid_1's rmse: 3.65592 [577] valid_0's rmse: 3.33044 valid_1's rmse: 3.65569 [578] valid_0's rmse: 3.33015 valid_1's rmse: 3.65567 [579] valid_0's rmse: 3.32948 valid_1's rmse: 3.65537 [580] valid_0's rmse: 3.32913 valid_1's rmse: 3.6552 [581] valid_0's rmse: 3.32875 valid_1's rmse: 3.65535 [582] valid_0's rmse: 3.32837 valid_1's rmse: 3.65536 [583] valid_0's rmse: 3.32774 valid_1's rmse: 3.65498 [584] valid_0's rmse: 3.32722 valid_1's rmse: 3.65468 [585] valid_0's rmse: 3.32668 valid_1's rmse: 3.65452 [586] valid_0's rmse: 3.32629 valid_1's rmse: 3.65438 [587] valid_0's rmse: 3.32561 valid_1's rmse: 3.6542 [588] valid_0's rmse: 3.32525 valid_1's rmse: 3.65397 [589] valid_0's rmse: 3.32481 valid_1's rmse: 3.6538 [590] valid_0's rmse: 3.32428 valid_1's rmse: 3.65337 [591] valid_0's rmse: 3.32388 valid_1's rmse: 3.65335 [592] valid_0's rmse: 3.32332 valid_1's rmse: 3.65329 [593] valid_0's rmse: 3.32289 valid_1's rmse: 3.6533 [594] valid_0's rmse: 3.3224 valid_1's rmse: 3.65337 [595] valid_0's rmse: 3.3219 valid_1's rmse: 3.65319 [596] valid_0's rmse: 3.32129 valid_1's rmse: 3.6529 [597] valid_0's rmse: 3.32075 valid_1's rmse: 3.6529 [598] valid_0's rmse: 3.32008 valid_1's rmse: 3.65264 [599] valid_0's rmse: 3.31946 valid_1's rmse: 3.65236 [600] valid_0's rmse: 3.31923 valid_1's rmse: 3.65237 [601] valid_0's rmse: 3.31863 valid_1's rmse: 3.65202 [602] valid_0's rmse: 3.31815 valid_1's rmse: 3.65208 [603] valid_0's rmse: 3.31778 valid_1's rmse: 3.65213 [604] valid_0's rmse: 3.31734 valid_1's rmse: 3.652 [605] valid_0's rmse: 3.31701 valid_1's rmse: 3.65188 [606] valid_0's rmse: 3.31682 valid_1's rmse: 3.65183 [607] valid_0's rmse: 3.31662 valid_1's rmse: 3.65185 [608] valid_0's rmse: 3.31623 valid_1's rmse: 3.6517 [609] valid_0's rmse: 3.31578 valid_1's rmse: 3.65181 [610] valid_0's rmse: 3.31527 valid_1's rmse: 3.6515 [611] valid_0's rmse: 3.31488 valid_1's rmse: 3.65138 [612] valid_0's rmse: 3.31447 valid_1's rmse: 3.65131 [613] valid_0's rmse: 3.3139 valid_1's rmse: 3.65115 [614] valid_0's rmse: 3.31358 valid_1's rmse: 3.6512 [615] valid_0's rmse: 3.31338 valid_1's rmse: 3.6512 [616] valid_0's rmse: 3.3129 valid_1's rmse: 3.6512 [617] valid_0's rmse: 3.31229 valid_1's rmse: 3.65124 [618] valid_0's rmse: 3.31182 valid_1's rmse: 3.65136 [619] valid_0's rmse: 3.31154 valid_1's rmse: 3.65137 [620] valid_0's rmse: 3.31112 valid_1's rmse: 3.65123 [621] valid_0's rmse: 3.31066 valid_1's rmse: 3.65121 [622] valid_0's rmse: 3.31019 valid_1's rmse: 3.65113 [623] valid_0's rmse: 3.30984 valid_1's rmse: 3.65116 [624] valid_0's rmse: 3.30944 valid_1's rmse: 3.65116 [625] valid_0's rmse: 3.30907 valid_1's rmse: 3.65118 [626] valid_0's rmse: 3.30864 valid_1's rmse: 3.65121 [627] valid_0's rmse: 3.30824 valid_1's rmse: 3.65132 [628] valid_0's rmse: 3.30766 valid_1's rmse: 3.65134 [629] valid_0's rmse: 3.30733 valid_1's rmse: 3.65127 [630] valid_0's rmse: 3.3068 valid_1's rmse: 3.6516 [631] valid_0's rmse: 3.30634 valid_1's rmse: 3.65145 [632] valid_0's rmse: 3.30595 valid_1's rmse: 3.65131 [633] valid_0's rmse: 3.30552 valid_1's rmse: 3.65128 [634] valid_0's rmse: 3.30512 valid_1's rmse: 3.6513 [635] valid_0's rmse: 3.30453 valid_1's rmse: 3.6512 [636] valid_0's rmse: 3.30426 valid_1's rmse: 3.65113 [637] valid_0's rmse: 3.30399 valid_1's rmse: 3.65099 [638] valid_0's rmse: 3.30368 valid_1's rmse: 3.65098 [639] valid_0's rmse: 3.3032 valid_1's rmse: 3.65135 [640] valid_0's rmse: 3.30276 valid_1's rmse: 3.65142 [641] valid_0's rmse: 3.30243 valid_1's rmse: 3.65152 [642] valid_0's rmse: 3.3021 valid_1's rmse: 3.65149 [643] valid_0's rmse: 3.30164 valid_1's rmse: 3.65141 [644] valid_0's rmse: 3.30143 valid_1's rmse: 3.6514 [645] valid_0's rmse: 3.30121 valid_1's rmse: 3.6513 [646] valid_0's rmse: 3.30082 valid_1's rmse: 3.65135 [647] valid_0's rmse: 3.30047 valid_1's rmse: 3.65141 [648] valid_0's rmse: 3.30007 valid_1's rmse: 3.6513 [649] valid_0's rmse: 3.29974 valid_1's rmse: 3.65121 [650] valid_0's rmse: 3.29937 valid_1's rmse: 3.65134 [651] valid_0's rmse: 3.29888 valid_1's rmse: 3.65129 [652] valid_0's rmse: 3.29852 valid_1's rmse: 3.65124 [653] valid_0's rmse: 3.29809 valid_1's rmse: 3.65138 [654] valid_0's rmse: 3.29769 valid_1's rmse: 3.65131 [655] valid_0's rmse: 3.29741 valid_1's rmse: 3.65125 [656] valid_0's rmse: 3.2971 valid_1's rmse: 3.65118 [657] valid_0's rmse: 3.29682 valid_1's rmse: 3.65109 [658] valid_0's rmse: 3.29646 valid_1's rmse: 3.65097 [659] valid_0's rmse: 3.29608 valid_1's rmse: 3.65105 [660] valid_0's rmse: 3.29571 valid_1's rmse: 3.65099 [661] valid_0's rmse: 3.29526 valid_1's rmse: 3.65099 [662] valid_0's rmse: 3.29485 valid_1's rmse: 3.65079 [663] valid_0's rmse: 3.29445 valid_1's rmse: 3.65067 [664] valid_0's rmse: 3.29399 valid_1's rmse: 3.65069 [665] valid_0's rmse: 3.29359 valid_1's rmse: 3.65033 [666] valid_0's rmse: 3.29339 valid_1's rmse: 3.6503 [667] valid_0's rmse: 3.29294 valid_1's rmse: 3.6501 [668] valid_0's rmse: 3.29261 valid_1's rmse: 3.65009 [669] valid_0's rmse: 3.29187 valid_1's rmse: 3.64989 [670] valid_0's rmse: 3.29153 valid_1's rmse: 3.64988 [671] valid_0's rmse: 3.29112 valid_1's rmse: 3.64971 [672] valid_0's rmse: 3.29083 valid_1's rmse: 3.64958 [673] valid_0's rmse: 3.29055 valid_1's rmse: 3.64958 [674] valid_0's rmse: 3.29007 valid_1's rmse: 3.64965 [675] valid_0's rmse: 3.2896 valid_1's rmse: 3.64971 [676] valid_0's rmse: 3.28919 valid_1's rmse: 3.64958 [677] valid_0's rmse: 3.28883 valid_1's rmse: 3.64947 [678] valid_0's rmse: 3.28844 valid_1's rmse: 3.64943 [679] valid_0's rmse: 3.28808 valid_1's rmse: 3.64919 [680] valid_0's rmse: 3.28783 valid_1's rmse: 3.6491 [681] valid_0's rmse: 3.28743 valid_1's rmse: 3.64916 [682] valid_0's rmse: 3.2869 valid_1's rmse: 3.64912 [683] valid_0's rmse: 3.28661 valid_1's rmse: 3.64908 [684] valid_0's rmse: 3.28636 valid_1's rmse: 3.64901 [685] valid_0's rmse: 3.28604 valid_1's rmse: 3.649 [686] valid_0's rmse: 3.28576 valid_1's rmse: 3.64895 [687] valid_0's rmse: 3.2854 valid_1's rmse: 3.64899 [688] valid_0's rmse: 3.28499 valid_1's rmse: 3.64893 [689] valid_0's rmse: 3.28471 valid_1's rmse: 3.64883 [690] valid_0's rmse: 3.28426 valid_1's rmse: 3.64862 [691] valid_0's rmse: 3.28362 valid_1's rmse: 3.64855 [692] valid_0's rmse: 3.28313 valid_1's rmse: 3.64873 [693] valid_0's rmse: 3.28266 valid_1's rmse: 3.64872 [694] valid_0's rmse: 3.28238 valid_1's rmse: 3.64871 [695] valid_0's rmse: 3.28197 valid_1's rmse: 3.64878 [696] valid_0's rmse: 3.28169 valid_1's rmse: 3.64876 [697] valid_0's rmse: 3.28127 valid_1's rmse: 3.64871 [698] valid_0's rmse: 3.28075 valid_1's rmse: 3.64868 [699] valid_0's rmse: 3.28035 valid_1's rmse: 3.6488 [700] valid_0's rmse: 3.28004 valid_1's rmse: 3.64873 [701] valid_0's rmse: 3.27977 valid_1's rmse: 3.64864 [702] valid_0's rmse: 3.27947 valid_1's rmse: 3.64855 [703] valid_0's rmse: 3.27911 valid_1's rmse: 3.64847 [704] valid_0's rmse: 3.27876 valid_1's rmse: 3.64867 [705] valid_0's rmse: 3.27849 valid_1's rmse: 3.64872 [706] valid_0's rmse: 3.2782 valid_1's rmse: 3.64876 [707] valid_0's rmse: 3.27794 valid_1's rmse: 3.64876 [708] valid_0's rmse: 3.27749 valid_1's rmse: 3.64874 [709] valid_0's rmse: 3.27705 valid_1's rmse: 3.64871 [710] valid_0's rmse: 3.27663 valid_1's rmse: 3.64921 [711] valid_0's rmse: 3.27633 valid_1's rmse: 3.64923 [712] valid_0's rmse: 3.27614 valid_1's rmse: 3.6493 [713] valid_0's rmse: 3.27559 valid_1's rmse: 3.64924 [714] valid_0's rmse: 3.27531 valid_1's rmse: 3.64927 [715] valid_0's rmse: 3.27499 valid_1's rmse: 3.64919 [716] valid_0's rmse: 3.27473 valid_1's rmse: 3.64907 [717] valid_0's rmse: 3.27436 valid_1's rmse: 3.64906 [718] valid_0's rmse: 3.27387 valid_1's rmse: 3.64895 [719] valid_0's rmse: 3.27364 valid_1's rmse: 3.64889 [720] valid_0's rmse: 3.27312 valid_1's rmse: 3.64902 [721] valid_0's rmse: 3.27275 valid_1's rmse: 3.64899 [722] valid_0's rmse: 3.27245 valid_1's rmse: 3.64887 [723] valid_0's rmse: 3.27196 valid_1's rmse: 3.64874 Early stopping, best iteration is: [703] valid_0's rmse: 3.27911 valid_1's rmse: 3.64847 SCORE: 3.648474584360729 [1] valid_0's rmse: 8.96838 valid_1's rmse: 8.92722 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38945 valid_1's rmse: 8.34921 [3] valid_0's rmse: 7.8625 valid_1's rmse: 7.82357 [4] valid_0's rmse: 7.40682 valid_1's rmse: 7.37021 [5] valid_0's rmse: 7.01287 valid_1's rmse: 6.97721 [6] valid_0's rmse: 6.66939 valid_1's rmse: 6.63542 [7] valid_0's rmse: 6.38273 valid_1's rmse: 6.35083 [8] valid_0's rmse: 6.12446 valid_1's rmse: 6.09285 [9] valid_0's rmse: 5.88978 valid_1's rmse: 5.85877 [10] valid_0's rmse: 5.68653 valid_1's rmse: 5.65628 [11] valid_0's rmse: 5.50946 valid_1's rmse: 5.47983 [12] valid_0's rmse: 5.3573 valid_1's rmse: 5.32838 [13] valid_0's rmse: 5.22907 valid_1's rmse: 5.20072 [14] valid_0's rmse: 5.11667 valid_1's rmse: 5.08953 [15] valid_0's rmse: 5.01133 valid_1's rmse: 4.98474 [16] valid_0's rmse: 4.89707 valid_1's rmse: 4.87065 [17] valid_0's rmse: 4.82662 valid_1's rmse: 4.80038 [18] valid_0's rmse: 4.74443 valid_1's rmse: 4.7199 [19] valid_0's rmse: 4.68559 valid_1's rmse: 4.66173 [20] valid_0's rmse: 4.62675 valid_1's rmse: 4.60292 [21] valid_0's rmse: 4.57904 valid_1's rmse: 4.55694 [22] valid_0's rmse: 4.52686 valid_1's rmse: 4.50629 [23] valid_0's rmse: 4.49599 valid_1's rmse: 4.47665 [24] valid_0's rmse: 4.46451 valid_1's rmse: 4.44638 [25] valid_0's rmse: 4.42903 valid_1's rmse: 4.41149 [26] valid_0's rmse: 4.3899 valid_1's rmse: 4.37268 [27] valid_0's rmse: 4.36616 valid_1's rmse: 4.34985 [28] valid_0's rmse: 4.33134 valid_1's rmse: 4.31545 [29] valid_0's rmse: 4.30571 valid_1's rmse: 4.28958 [30] valid_0's rmse: 4.2781 valid_1's rmse: 4.26239 [31] valid_0's rmse: 4.25315 valid_1's rmse: 4.23867 [32] valid_0's rmse: 4.22956 valid_1's rmse: 4.21527 [33] valid_0's rmse: 4.21865 valid_1's rmse: 4.20564 [34] valid_0's rmse: 4.19889 valid_1's rmse: 4.18644 [35] valid_0's rmse: 4.17916 valid_1's rmse: 4.16759 [36] valid_0's rmse: 4.17253 valid_1's rmse: 4.16162 [37] valid_0's rmse: 4.1582 valid_1's rmse: 4.14815 [38] valid_0's rmse: 4.14055 valid_1's rmse: 4.13146 [39] valid_0's rmse: 4.13435 valid_1's rmse: 4.12635 [40] valid_0's rmse: 4.12546 valid_1's rmse: 4.118 [41] valid_0's rmse: 4.11994 valid_1's rmse: 4.11341 [42] valid_0's rmse: 4.1069 valid_1's rmse: 4.10106 [43] valid_0's rmse: 4.09593 valid_1's rmse: 4.0911 [44] valid_0's rmse: 4.08928 valid_1's rmse: 4.08552 [45] valid_0's rmse: 4.07918 valid_1's rmse: 4.07661 [46] valid_0's rmse: 4.07308 valid_1's rmse: 4.0709 [47] valid_0's rmse: 4.06564 valid_1's rmse: 4.06446 [48] valid_0's rmse: 4.05374 valid_1's rmse: 4.05305 [49] valid_0's rmse: 4.05073 valid_1's rmse: 4.051 [50] valid_0's rmse: 4.0437 valid_1's rmse: 4.04511 [51] valid_0's rmse: 4.0371 valid_1's rmse: 4.03868 [52] valid_0's rmse: 4.03088 valid_1's rmse: 4.03315 [53] valid_0's rmse: 4.02258 valid_1's rmse: 4.02645 [54] valid_0's rmse: 4.01231 valid_1's rmse: 4.01635 [55] valid_0's rmse: 4.00144 valid_1's rmse: 4.0064 [56] valid_0's rmse: 3.99032 valid_1's rmse: 3.99647 [57] valid_0's rmse: 3.98799 valid_1's rmse: 3.99525 [58] valid_0's rmse: 3.98133 valid_1's rmse: 3.98956 [59] valid_0's rmse: 3.97317 valid_1's rmse: 3.98249 [60] valid_0's rmse: 3.96811 valid_1's rmse: 3.97856 [61] valid_0's rmse: 3.96282 valid_1's rmse: 3.97504 [62] valid_0's rmse: 3.96018 valid_1's rmse: 3.97364 [63] valid_0's rmse: 3.95482 valid_1's rmse: 3.96862 [64] valid_0's rmse: 3.9501 valid_1's rmse: 3.96438 [65] valid_0's rmse: 3.9459 valid_1's rmse: 3.96154 [66] valid_0's rmse: 3.9384 valid_1's rmse: 3.95505 [67] valid_0's rmse: 3.93457 valid_1's rmse: 3.95138 [68] valid_0's rmse: 3.93008 valid_1's rmse: 3.9478 [69] valid_0's rmse: 3.92343 valid_1's rmse: 3.94221 [70] valid_0's rmse: 3.9212 valid_1's rmse: 3.94132 [71] valid_0's rmse: 3.9168 valid_1's rmse: 3.93708 [72] valid_0's rmse: 3.9119 valid_1's rmse: 3.93437 [73] valid_0's rmse: 3.90833 valid_1's rmse: 3.93199 [74] valid_0's rmse: 3.90313 valid_1's rmse: 3.9287 [75] valid_0's rmse: 3.89625 valid_1's rmse: 3.92238 [76] valid_0's rmse: 3.89226 valid_1's rmse: 3.919 [77] valid_0's rmse: 3.88864 valid_1's rmse: 3.91649 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rmse: 3.67609 [579] valid_0's rmse: 3.3943 valid_1's rmse: 3.67603 [580] valid_0's rmse: 3.39354 valid_1's rmse: 3.67627 [581] valid_0's rmse: 3.39292 valid_1's rmse: 3.67633 [582] valid_0's rmse: 3.3924 valid_1's rmse: 3.67611 [583] valid_0's rmse: 3.39207 valid_1's rmse: 3.67609 [584] valid_0's rmse: 3.39178 valid_1's rmse: 3.67597 [585] valid_0's rmse: 3.39122 valid_1's rmse: 3.6756 [586] valid_0's rmse: 3.39045 valid_1's rmse: 3.67574 [587] valid_0's rmse: 3.39017 valid_1's rmse: 3.6755 [588] valid_0's rmse: 3.38974 valid_1's rmse: 3.67562 [589] valid_0's rmse: 3.3893 valid_1's rmse: 3.67546 [590] valid_0's rmse: 3.3888 valid_1's rmse: 3.67524 [591] valid_0's rmse: 3.3886 valid_1's rmse: 3.67521 [592] valid_0's rmse: 3.38777 valid_1's rmse: 3.67481 [593] valid_0's rmse: 3.3875 valid_1's rmse: 3.67465 [594] valid_0's rmse: 3.38712 valid_1's rmse: 3.67456 [595] valid_0's rmse: 3.38694 valid_1's rmse: 3.67459 [596] valid_0's rmse: 3.38641 valid_1's rmse: 3.67428 [597] valid_0's rmse: 3.38599 valid_1's rmse: 3.67416 [598] valid_0's rmse: 3.38553 valid_1's rmse: 3.67402 [599] valid_0's rmse: 3.38525 valid_1's rmse: 3.674 [600] valid_0's rmse: 3.38478 valid_1's rmse: 3.67392 [601] valid_0's rmse: 3.3843 valid_1's rmse: 3.67356 [602] valid_0's rmse: 3.38364 valid_1's rmse: 3.6733 [603] valid_0's rmse: 3.38321 valid_1's rmse: 3.67348 [604] valid_0's rmse: 3.38283 valid_1's rmse: 3.67344 [605] valid_0's rmse: 3.38239 valid_1's rmse: 3.6733 [606] valid_0's rmse: 3.38201 valid_1's rmse: 3.67305 [607] valid_0's rmse: 3.38164 valid_1's rmse: 3.67306 [608] valid_0's rmse: 3.38091 valid_1's rmse: 3.67281 [609] valid_0's rmse: 3.38066 valid_1's rmse: 3.67277 [610] valid_0's rmse: 3.38023 valid_1's rmse: 3.67258 [611] valid_0's rmse: 3.37983 valid_1's rmse: 3.67245 [612] valid_0's rmse: 3.37962 valid_1's rmse: 3.67245 [613] valid_0's rmse: 3.3792 valid_1's rmse: 3.67233 [614] valid_0's rmse: 3.37897 valid_1's rmse: 3.67229 [615] valid_0's rmse: 3.37844 valid_1's rmse: 3.67189 [616] valid_0's rmse: 3.3778 valid_1's rmse: 3.67178 [617] valid_0's rmse: 3.3774 valid_1's rmse: 3.67167 [618] valid_0's rmse: 3.37677 valid_1's rmse: 3.67171 [619] valid_0's rmse: 3.37635 valid_1's rmse: 3.67168 [620] valid_0's rmse: 3.37594 valid_1's rmse: 3.6715 [621] valid_0's rmse: 3.37554 valid_1's rmse: 3.67129 [622] valid_0's rmse: 3.37523 valid_1's rmse: 3.67117 [623] valid_0's rmse: 3.37489 valid_1's rmse: 3.67115 [624] valid_0's rmse: 3.37453 valid_1's rmse: 3.67121 [625] valid_0's rmse: 3.37425 valid_1's rmse: 3.67103 [626] valid_0's rmse: 3.37394 valid_1's rmse: 3.67095 [627] valid_0's rmse: 3.37361 valid_1's rmse: 3.67098 [628] valid_0's rmse: 3.37322 valid_1's rmse: 3.67076 [629] valid_0's rmse: 3.37285 valid_1's rmse: 3.67078 [630] valid_0's rmse: 3.37246 valid_1's rmse: 3.67073 [631] valid_0's rmse: 3.37202 valid_1's rmse: 3.67087 [632] valid_0's rmse: 3.37171 valid_1's rmse: 3.67085 [633] valid_0's rmse: 3.37145 valid_1's rmse: 3.67084 [634] valid_0's rmse: 3.37094 valid_1's rmse: 3.67058 [635] valid_0's rmse: 3.37057 valid_1's rmse: 3.67053 [636] valid_0's rmse: 3.36998 valid_1's rmse: 3.67031 [637] valid_0's rmse: 3.36961 valid_1's rmse: 3.67016 [638] valid_0's rmse: 3.36917 valid_1's rmse: 3.67011 [639] valid_0's rmse: 3.36879 valid_1's rmse: 3.67001 [640] valid_0's rmse: 3.36848 valid_1's rmse: 3.67001 [641] valid_0's rmse: 3.368 valid_1's rmse: 3.67008 [642] valid_0's rmse: 3.36768 valid_1's rmse: 3.67 [643] valid_0's rmse: 3.36693 valid_1's rmse: 3.66966 [644] valid_0's rmse: 3.36627 valid_1's rmse: 3.66993 [645] valid_0's rmse: 3.366 valid_1's rmse: 3.66982 [646] valid_0's rmse: 3.36558 valid_1's rmse: 3.6699 [647] valid_0's rmse: 3.36526 valid_1's rmse: 3.66987 [648] valid_0's rmse: 3.36479 valid_1's rmse: 3.66998 [649] valid_0's rmse: 3.36461 valid_1's rmse: 3.66992 [650] valid_0's rmse: 3.36429 valid_1's rmse: 3.66984 [651] valid_0's rmse: 3.36374 valid_1's rmse: 3.66994 [652] valid_0's rmse: 3.3634 valid_1's rmse: 3.66993 [653] valid_0's rmse: 3.36318 valid_1's rmse: 3.66991 [654] valid_0's rmse: 3.36293 valid_1's rmse: 3.66992 [655] valid_0's rmse: 3.36234 valid_1's rmse: 3.66969 [656] valid_0's rmse: 3.36205 valid_1's rmse: 3.66959 [657] valid_0's rmse: 3.36182 valid_1's rmse: 3.66947 [658] valid_0's rmse: 3.36124 valid_1's rmse: 3.66966 [659] valid_0's rmse: 3.36096 valid_1's rmse: 3.66971 [660] valid_0's rmse: 3.36055 valid_1's rmse: 3.67002 [661] valid_0's rmse: 3.36028 valid_1's rmse: 3.67003 [662] valid_0's rmse: 3.36011 valid_1's rmse: 3.67003 [663] valid_0's rmse: 3.35981 valid_1's rmse: 3.67009 [664] valid_0's rmse: 3.35947 valid_1's rmse: 3.67023 [665] valid_0's rmse: 3.35913 valid_1's rmse: 3.67015 [666] valid_0's rmse: 3.35873 valid_1's rmse: 3.67017 [667] valid_0's rmse: 3.35831 valid_1's rmse: 3.67002 [668] valid_0's rmse: 3.3582 valid_1's rmse: 3.67005 [669] valid_0's rmse: 3.35785 valid_1's rmse: 3.67002 [670] valid_0's rmse: 3.35756 valid_1's rmse: 3.66996 [671] valid_0's rmse: 3.35726 valid_1's rmse: 3.67001 [672] valid_0's rmse: 3.35687 valid_1's rmse: 3.66995 [673] valid_0's rmse: 3.35649 valid_1's rmse: 3.66995 [674] valid_0's rmse: 3.35625 valid_1's rmse: 3.66984 [675] valid_0's rmse: 3.35591 valid_1's rmse: 3.66991 [676] valid_0's rmse: 3.35536 valid_1's rmse: 3.66967 [677] valid_0's rmse: 3.35502 valid_1's rmse: 3.66962 Early stopping, best iteration is: [657] valid_0's rmse: 3.36182 valid_1's rmse: 3.66947 SCORE: 3.6694662328938796 [1] valid_0's rmse: 9.02008 valid_1's rmse: 8.97989 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.45522 valid_1's rmse: 8.41706 [3] valid_0's rmse: 7.96087 valid_1's rmse: 7.92376 [4] valid_0's rmse: 7.52886 valid_1's rmse: 7.49247 [5] valid_0's rmse: 7.16105 valid_1's rmse: 7.12694 [6] valid_0's rmse: 6.85018 valid_1's rmse: 6.81749 [7] valid_0's rmse: 6.56792 valid_1's rmse: 6.53695 [8] valid_0's rmse: 6.33268 valid_1's rmse: 6.30262 [9] valid_0's rmse: 6.134 valid_1's rmse: 6.10584 [10] valid_0's rmse: 5.93843 valid_1's rmse: 5.91199 [11] valid_0's rmse: 5.78966 valid_1's rmse: 5.76522 [12] valid_0's rmse: 5.63774 valid_1's rmse: 5.6153 [13] valid_0's rmse: 5.53228 valid_1's rmse: 5.51043 [14] valid_0's rmse: 5.42902 valid_1's rmse: 5.40845 [15] valid_0's rmse: 5.33908 valid_1's rmse: 5.31986 [16] valid_0's rmse: 5.24248 valid_1's rmse: 5.22424 [17] valid_0's rmse: 5.17293 valid_1's rmse: 5.15629 [18] valid_0's rmse: 5.11193 valid_1's rmse: 5.09598 [19] valid_0's rmse: 5.05964 valid_1's rmse: 5.04535 [20] valid_0's rmse: 5.0165 valid_1's rmse: 5.00287 [21] valid_0's rmse: 4.97323 valid_1's rmse: 4.96003 [22] valid_0's rmse: 4.92622 valid_1's rmse: 4.91354 [23] valid_0's rmse: 4.87283 valid_1's rmse: 4.86086 [24] valid_0's rmse: 4.83187 valid_1's rmse: 4.82069 [25] valid_0's rmse: 4.80464 valid_1's rmse: 4.79475 [26] valid_0's rmse: 4.76519 valid_1's rmse: 4.75506 [27] valid_0's rmse: 4.74286 valid_1's rmse: 4.73402 [28] valid_0's rmse: 4.71337 valid_1's rmse: 4.70491 [29] valid_0's rmse: 4.68262 valid_1's rmse: 4.67428 [30] valid_0's rmse: 4.66221 valid_1's rmse: 4.65494 [31] valid_0's rmse: 4.64594 valid_1's rmse: 4.63911 [32] valid_0's rmse: 4.59999 valid_1's rmse: 4.59383 [33] valid_0's rmse: 4.54346 valid_1's rmse: 4.53705 [34] valid_0's rmse: 4.49648 valid_1's rmse: 4.49041 [35] valid_0's rmse: 4.47783 valid_1's rmse: 4.47182 [36] valid_0's rmse: 4.46294 valid_1's rmse: 4.45715 [37] valid_0's rmse: 4.42602 valid_1's rmse: 4.42033 [38] valid_0's rmse: 4.40637 valid_1's rmse: 4.40085 [39] valid_0's rmse: 4.39175 valid_1's rmse: 4.38641 [40] valid_0's rmse: 4.37846 valid_1's rmse: 4.37317 [41] valid_0's rmse: 4.3654 valid_1's rmse: 4.36017 [42] valid_0's rmse: 4.34142 valid_1's rmse: 4.33615 [43] valid_0's rmse: 4.32034 valid_1's rmse: 4.31597 [44] valid_0's rmse: 4.30917 valid_1's rmse: 4.30519 [45] valid_0's rmse: 4.29884 valid_1's rmse: 4.29511 [46] valid_0's rmse: 4.28477 valid_1's rmse: 4.28162 [47] valid_0's rmse: 4.26566 valid_1's rmse: 4.26288 [48] valid_0's rmse: 4.25386 valid_1's rmse: 4.25133 [49] valid_0's rmse: 4.23531 valid_1's rmse: 4.23296 [50] valid_0's rmse: 4.22957 valid_1's rmse: 4.2273 [51] valid_0's rmse: 4.21154 valid_1's rmse: 4.21013 [52] valid_0's rmse: 4.1946 valid_1's rmse: 4.19341 [53] valid_0's rmse: 4.18732 valid_1's rmse: 4.18647 [54] valid_0's rmse: 4.18272 valid_1's rmse: 4.18228 [55] valid_0's rmse: 4.17541 valid_1's rmse: 4.17522 [56] valid_0's rmse: 4.16877 valid_1's rmse: 4.16944 [57] valid_0's rmse: 4.15378 valid_1's rmse: 4.15498 [58] valid_0's rmse: 4.14765 valid_1's rmse: 4.14916 [59] valid_0's rmse: 4.13734 valid_1's rmse: 4.13905 [60] valid_0's rmse: 4.13093 valid_1's rmse: 4.13326 [61] valid_0's rmse: 4.1194 valid_1's rmse: 4.12206 [62] valid_0's rmse: 4.11499 valid_1's rmse: 4.1179 [63] valid_0's rmse: 4.1103 valid_1's rmse: 4.11393 [64] valid_0's rmse: 4.10352 valid_1's rmse: 4.1074 [65] valid_0's rmse: 4.0963 valid_1's rmse: 4.10098 [66] valid_0's rmse: 4.094 valid_1's rmse: 4.09902 [67] valid_0's rmse: 4.08464 valid_1's rmse: 4.0902 [68] valid_0's rmse: 4.07943 valid_1's rmse: 4.08531 [69] valid_0's rmse: 4.06612 valid_1's rmse: 4.07242 [70] valid_0's rmse: 4.05885 valid_1's rmse: 4.06528 [71] valid_0's rmse: 4.05606 valid_1's rmse: 4.06294 [72] valid_0's rmse: 4.04998 valid_1's rmse: 4.05723 [73] valid_0's rmse: 4.04717 valid_1's rmse: 4.0551 [74] valid_0's rmse: 4.03609 valid_1's rmse: 4.04442 [75] valid_0's rmse: 4.03353 valid_1's rmse: 4.04222 [76] valid_0's rmse: 4.03132 valid_1's rmse: 4.04066 [77] valid_0's rmse: 4.02878 valid_1's rmse: 4.03869 [78] valid_0's rmse: 4.02448 valid_1's rmse: 4.03489 [79] valid_0's rmse: 4.02293 valid_1's rmse: 4.03392 [80] valid_0's rmse: 4.01165 valid_1's rmse: 4.02289 [81] valid_0's rmse: 4.00345 valid_1's rmse: 4.01504 [82] valid_0's rmse: 3.99893 valid_1's rmse: 4.0108 [83] valid_0's rmse: 3.98807 valid_1's rmse: 4.00027 [84] valid_0's rmse: 3.98644 valid_1's rmse: 3.99872 [85] valid_0's rmse: 3.98298 valid_1's rmse: 3.99583 [86] valid_0's rmse: 3.98097 valid_1's rmse: 3.99425 [87] valid_0's rmse: 3.97556 valid_1's rmse: 3.98905 [88] valid_0's rmse: 3.97321 valid_1's rmse: 3.9872 [89] valid_0's rmse: 3.96815 valid_1's rmse: 3.98255 [90] valid_0's rmse: 3.9642 valid_1's rmse: 3.97889 [91] valid_0's rmse: 3.96194 valid_1's rmse: 3.97668 [92] valid_0's rmse: 3.95391 valid_1's rmse: 3.96888 [93] valid_0's rmse: 3.95218 valid_1's rmse: 3.96819 [94] valid_0's rmse: 3.94738 valid_1's rmse: 3.9641 [95] valid_0's rmse: 3.94554 valid_1's rmse: 3.963 [96] valid_0's rmse: 3.94331 valid_1's rmse: 3.96121 [97] valid_0's rmse: 3.9417 valid_1's rmse: 3.96054 [98] valid_0's rmse: 3.93678 valid_1's rmse: 3.95582 [99] valid_0's rmse: 3.9354 valid_1's rmse: 3.95491 [100] valid_0's rmse: 3.92411 valid_1's rmse: 3.94394 [101] valid_0's rmse: 3.92248 valid_1's rmse: 3.94257 [102] valid_0's rmse: 3.91929 valid_1's rmse: 3.93989 [103] valid_0's rmse: 3.91811 valid_1's rmse: 3.93918 [104] valid_0's rmse: 3.91684 valid_1's rmse: 3.93825 [105] valid_0's rmse: 3.91194 valid_1's rmse: 3.93335 [106] valid_0's rmse: 3.90757 valid_1's rmse: 3.92921 [107] valid_0's rmse: 3.90591 valid_1's rmse: 3.92805 [108] valid_0's rmse: 3.90427 valid_1's rmse: 3.92715 [109] valid_0's rmse: 3.90198 valid_1's rmse: 3.92509 [110] valid_0's rmse: 3.90011 valid_1's rmse: 3.92358 [111] valid_0's rmse: 3.89571 valid_1's rmse: 3.91902 [112] valid_0's rmse: 3.8947 valid_1's rmse: 3.91868 [113] valid_0's rmse: 3.89305 valid_1's rmse: 3.91797 [114] valid_0's rmse: 3.8898 valid_1's rmse: 3.915 [115] valid_0's rmse: 3.88632 valid_1's rmse: 3.91199 [116] valid_0's rmse: 3.88119 valid_1's rmse: 3.90742 [117] valid_0's rmse: 3.87959 valid_1's rmse: 3.90658 [118] valid_0's rmse: 3.87819 valid_1's rmse: 3.90554 [119] valid_0's rmse: 3.87577 valid_1's rmse: 3.90327 [120] valid_0's rmse: 3.87324 valid_1's rmse: 3.9009 [121] valid_0's rmse: 3.87217 valid_1's rmse: 3.90023 [122] valid_0's rmse: 3.87011 valid_1's rmse: 3.89831 [123] valid_0's rmse: 3.86905 valid_1's rmse: 3.89814 [124] valid_0's rmse: 3.86728 valid_1's rmse: 3.89771 [125] valid_0's rmse: 3.86526 valid_1's rmse: 3.89607 [126] valid_0's rmse: 3.86363 valid_1's rmse: 3.89484 [127] valid_0's rmse: 3.86188 valid_1's rmse: 3.89337 [128] valid_0's rmse: 3.85889 valid_1's rmse: 3.89062 [129] valid_0's rmse: 3.85784 valid_1's rmse: 3.89008 [130] valid_0's rmse: 3.85721 valid_1's rmse: 3.88968 [131] valid_0's rmse: 3.85572 valid_1's rmse: 3.8885 [132] valid_0's rmse: 3.85434 valid_1's rmse: 3.88748 [133] valid_0's rmse: 3.85223 valid_1's rmse: 3.88586 [134] valid_0's rmse: 3.8512 valid_1's rmse: 3.88562 [135] valid_0's rmse: 3.85018 valid_1's rmse: 3.88502 [136] valid_0's rmse: 3.84782 valid_1's rmse: 3.88317 [137] valid_0's rmse: 3.84612 valid_1's rmse: 3.8818 [138] valid_0's rmse: 3.84377 valid_1's rmse: 3.88012 [139] valid_0's rmse: 3.84269 valid_1's rmse: 3.8797 [140] valid_0's rmse: 3.84201 valid_1's rmse: 3.87922 [141] valid_0's rmse: 3.84044 valid_1's rmse: 3.87798 [142] valid_0's rmse: 3.83413 valid_1's rmse: 3.87253 [143] valid_0's rmse: 3.83219 valid_1's rmse: 3.87107 [144] valid_0's rmse: 3.83 valid_1's rmse: 3.86906 [145] valid_0's rmse: 3.82636 valid_1's rmse: 3.86566 [146] valid_0's rmse: 3.82397 valid_1's rmse: 3.86343 [147] valid_0's rmse: 3.82024 valid_1's rmse: 3.85998 [148] valid_0's rmse: 3.81903 valid_1's rmse: 3.85927 [149] valid_0's rmse: 3.81788 valid_1's rmse: 3.8584 [150] valid_0's rmse: 3.81608 valid_1's rmse: 3.8568 [151] valid_0's rmse: 3.81518 valid_1's rmse: 3.856 [152] valid_0's rmse: 3.81132 valid_1's rmse: 3.85232 [153] valid_0's rmse: 3.80877 valid_1's rmse: 3.85053 [154] valid_0's rmse: 3.80761 valid_1's rmse: 3.84953 [155] valid_0's rmse: 3.80543 valid_1's rmse: 3.84748 [156] valid_0's rmse: 3.80442 valid_1's rmse: 3.84684 [157] valid_0's rmse: 3.80323 valid_1's rmse: 3.84623 [158] valid_0's rmse: 3.80128 valid_1's rmse: 3.84463 [159] valid_0's rmse: 3.79869 valid_1's rmse: 3.8421 [160] valid_0's rmse: 3.79753 valid_1's rmse: 3.84133 [161] valid_0's rmse: 3.79615 valid_1's rmse: 3.84098 [162] valid_0's rmse: 3.79469 valid_1's rmse: 3.84038 [163] valid_0's rmse: 3.79383 valid_1's rmse: 3.84002 [164] valid_0's rmse: 3.79268 valid_1's rmse: 3.83951 [165] valid_0's rmse: 3.79028 valid_1's rmse: 3.83735 [166] valid_0's rmse: 3.78865 valid_1's rmse: 3.83627 [167] valid_0's rmse: 3.78625 valid_1's rmse: 3.8344 [168] valid_0's rmse: 3.78502 valid_1's rmse: 3.8334 [169] valid_0's rmse: 3.78368 valid_1's rmse: 3.8324 [170] valid_0's rmse: 3.77885 valid_1's rmse: 3.82785 [171] valid_0's rmse: 3.77777 valid_1's rmse: 3.82746 [172] valid_0's rmse: 3.77691 valid_1's rmse: 3.82708 [173] valid_0's rmse: 3.77599 valid_1's rmse: 3.82661 [174] valid_0's rmse: 3.77484 valid_1's rmse: 3.82626 [175] valid_0's rmse: 3.77221 valid_1's rmse: 3.82368 [176] valid_0's rmse: 3.77168 valid_1's rmse: 3.82343 [177] valid_0's rmse: 3.77018 valid_1's rmse: 3.8222 [178] valid_0's rmse: 3.76925 valid_1's rmse: 3.82162 [179] valid_0's rmse: 3.76777 valid_1's rmse: 3.82031 [180] valid_0's rmse: 3.76649 valid_1's rmse: 3.81926 [181] valid_0's rmse: 3.76173 valid_1's rmse: 3.81485 [182] valid_0's rmse: 3.76002 valid_1's rmse: 3.81391 [183] valid_0's rmse: 3.75921 valid_1's rmse: 3.81354 [184] valid_0's rmse: 3.75498 valid_1's rmse: 3.80961 [185] valid_0's rmse: 3.75348 valid_1's rmse: 3.80884 [186] valid_0's rmse: 3.7528 valid_1's rmse: 3.80846 [187] valid_0's rmse: 3.75055 valid_1's rmse: 3.80637 [188] valid_0's rmse: 3.74996 valid_1's rmse: 3.80626 [189] valid_0's rmse: 3.74813 valid_1's rmse: 3.80535 [190] valid_0's rmse: 3.74731 valid_1's rmse: 3.80489 [191] valid_0's rmse: 3.74658 valid_1's rmse: 3.80466 [192] valid_0's rmse: 3.74615 valid_1's rmse: 3.80433 [193] valid_0's rmse: 3.74534 valid_1's rmse: 3.80391 [194] valid_0's rmse: 3.74484 valid_1's rmse: 3.80359 [195] valid_0's rmse: 3.74413 valid_1's rmse: 3.80341 [196] valid_0's rmse: 3.7434 valid_1's rmse: 3.80283 [197] valid_0's rmse: 3.74239 valid_1's rmse: 3.80284 [198] valid_0's rmse: 3.74155 valid_1's rmse: 3.80278 [199] valid_0's rmse: 3.73842 valid_1's rmse: 3.80138 [200] valid_0's rmse: 3.73618 valid_1's rmse: 3.79934 [201] valid_0's rmse: 3.73527 valid_1's rmse: 3.7987 [202] valid_0's rmse: 3.7336 valid_1's rmse: 3.79707 [203] valid_0's rmse: 3.73209 valid_1's rmse: 3.79579 [204] valid_0's rmse: 3.73093 valid_1's rmse: 3.79492 [205] valid_0's rmse: 3.7302 valid_1's rmse: 3.79494 [206] valid_0's rmse: 3.72822 valid_1's rmse: 3.79322 [207] valid_0's rmse: 3.7269 valid_1's rmse: 3.79221 [208] 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[431] valid_0's rmse: 3.55775 valid_1's rmse: 3.70881 [432] valid_0's rmse: 3.55735 valid_1's rmse: 3.70875 [433] valid_0's rmse: 3.55634 valid_1's rmse: 3.70795 [434] valid_0's rmse: 3.55592 valid_1's rmse: 3.7078 [435] valid_0's rmse: 3.5556 valid_1's rmse: 3.70774 [436] valid_0's rmse: 3.55478 valid_1's rmse: 3.70721 [437] valid_0's rmse: 3.55455 valid_1's rmse: 3.7071 [438] valid_0's rmse: 3.55422 valid_1's rmse: 3.70698 [439] valid_0's rmse: 3.55389 valid_1's rmse: 3.70682 [440] valid_0's rmse: 3.55318 valid_1's rmse: 3.70627 [441] valid_0's rmse: 3.55288 valid_1's rmse: 3.70624 [442] valid_0's rmse: 3.5521 valid_1's rmse: 3.7061 [443] valid_0's rmse: 3.55157 valid_1's rmse: 3.7059 [444] valid_0's rmse: 3.55102 valid_1's rmse: 3.70593 [445] valid_0's rmse: 3.55057 valid_1's rmse: 3.70562 [446] valid_0's rmse: 3.55023 valid_1's rmse: 3.70547 [447] valid_0's rmse: 3.54965 valid_1's rmse: 3.70534 [448] valid_0's rmse: 3.54929 valid_1's rmse: 3.70529 [449] valid_0's rmse: 3.54862 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valid_0's rmse: 3.53812 valid_1's rmse: 3.70193 [469] valid_0's rmse: 3.53762 valid_1's rmse: 3.70155 [470] valid_0's rmse: 3.53706 valid_1's rmse: 3.70127 [471] valid_0's rmse: 3.53656 valid_1's rmse: 3.70085 [472] valid_0's rmse: 3.53597 valid_1's rmse: 3.70044 [473] valid_0's rmse: 3.53572 valid_1's rmse: 3.70032 [474] valid_0's rmse: 3.53536 valid_1's rmse: 3.7003 [475] valid_0's rmse: 3.53508 valid_1's rmse: 3.70026 [476] valid_0's rmse: 3.5347 valid_1's rmse: 3.70025 [477] valid_0's rmse: 3.53438 valid_1's rmse: 3.70019 [478] valid_0's rmse: 3.53402 valid_1's rmse: 3.70007 [479] valid_0's rmse: 3.53352 valid_1's rmse: 3.70009 [480] valid_0's rmse: 3.53297 valid_1's rmse: 3.7 [481] valid_0's rmse: 3.53267 valid_1's rmse: 3.70018 [482] valid_0's rmse: 3.53223 valid_1's rmse: 3.69993 [483] valid_0's rmse: 3.53185 valid_1's rmse: 3.69983 [484] valid_0's rmse: 3.53148 valid_1's rmse: 3.6998 [485] valid_0's rmse: 3.53121 valid_1's rmse: 3.69955 [486] valid_0's rmse: 3.53097 valid_1's 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[691] valid_0's rmse: 3.45254 valid_1's rmse: 3.68168 [692] valid_0's rmse: 3.45218 valid_1's rmse: 3.6816 [693] valid_0's rmse: 3.45177 valid_1's rmse: 3.68165 [694] valid_0's rmse: 3.45158 valid_1's rmse: 3.68157 [695] valid_0's rmse: 3.45135 valid_1's rmse: 3.68155 [696] valid_0's rmse: 3.4509 valid_1's rmse: 3.68143 [697] valid_0's rmse: 3.4506 valid_1's rmse: 3.6813 [698] valid_0's rmse: 3.45037 valid_1's rmse: 3.68119 [699] valid_0's rmse: 3.45003 valid_1's rmse: 3.68109 [700] valid_0's rmse: 3.44966 valid_1's rmse: 3.68093 [701] valid_0's rmse: 3.44945 valid_1's rmse: 3.68093 [702] valid_0's rmse: 3.44926 valid_1's rmse: 3.681 [703] valid_0's rmse: 3.44896 valid_1's rmse: 3.68089 [704] valid_0's rmse: 3.44874 valid_1's rmse: 3.68094 [705] valid_0's rmse: 3.44822 valid_1's rmse: 3.68062 [706] valid_0's rmse: 3.44805 valid_1's rmse: 3.68055 [707] valid_0's rmse: 3.44773 valid_1's rmse: 3.68056 [708] valid_0's rmse: 3.44759 valid_1's rmse: 3.68045 [709] valid_0's rmse: 3.44729 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valid_0's rmse: 3.44174 valid_1's rmse: 3.67923 [729] valid_0's rmse: 3.44152 valid_1's rmse: 3.67933 [730] valid_0's rmse: 3.4412 valid_1's rmse: 3.6791 [731] valid_0's rmse: 3.44079 valid_1's rmse: 3.67875 [732] valid_0's rmse: 3.44062 valid_1's rmse: 3.67879 [733] valid_0's rmse: 3.44034 valid_1's rmse: 3.67861 [734] valid_0's rmse: 3.43994 valid_1's rmse: 3.67852 [735] valid_0's rmse: 3.43971 valid_1's rmse: 3.67843 [736] valid_0's rmse: 3.4394 valid_1's rmse: 3.67826 [737] valid_0's rmse: 3.43919 valid_1's rmse: 3.67833 [738] valid_0's rmse: 3.43877 valid_1's rmse: 3.67811 [739] valid_0's rmse: 3.43836 valid_1's rmse: 3.67788 [740] valid_0's rmse: 3.43803 valid_1's rmse: 3.67788 [741] valid_0's rmse: 3.43792 valid_1's rmse: 3.67787 [742] valid_0's rmse: 3.43774 valid_1's rmse: 3.67778 [743] valid_0's rmse: 3.43749 valid_1's rmse: 3.67792 [744] valid_0's rmse: 3.43737 valid_1's rmse: 3.67797 [745] valid_0's rmse: 3.43711 valid_1's rmse: 3.67786 [746] valid_0's rmse: 3.4368 valid_1's rmse: 3.67767 [747] valid_0's rmse: 3.43658 valid_1's rmse: 3.6776 [748] valid_0's rmse: 3.43639 valid_1's rmse: 3.67765 [749] valid_0's rmse: 3.43612 valid_1's rmse: 3.67742 [750] valid_0's rmse: 3.43586 valid_1's rmse: 3.67733 [751] valid_0's rmse: 3.43564 valid_1's rmse: 3.6772 [752] valid_0's rmse: 3.43525 valid_1's rmse: 3.67682 [753] valid_0's rmse: 3.43468 valid_1's rmse: 3.6766 [754] valid_0's rmse: 3.43444 valid_1's rmse: 3.67648 [755] valid_0's rmse: 3.43422 valid_1's rmse: 3.67637 [756] valid_0's rmse: 3.43399 valid_1's rmse: 3.67629 [757] valid_0's rmse: 3.43366 valid_1's rmse: 3.67606 [758] valid_0's rmse: 3.43325 valid_1's rmse: 3.67562 [759] valid_0's rmse: 3.43298 valid_1's rmse: 3.67546 [760] valid_0's rmse: 3.43279 valid_1's rmse: 3.67537 [761] valid_0's rmse: 3.43256 valid_1's rmse: 3.67536 [762] valid_0's rmse: 3.4323 valid_1's rmse: 3.67522 [763] valid_0's rmse: 3.43205 valid_1's rmse: 3.67517 [764] valid_0's rmse: 3.4318 valid_1's rmse: 3.67526 [765] valid_0's rmse: 3.43139 valid_1's rmse: 3.67492 [766] valid_0's rmse: 3.43119 valid_1's rmse: 3.67496 [767] valid_0's rmse: 3.43089 valid_1's rmse: 3.67478 [768] valid_0's rmse: 3.43059 valid_1's rmse: 3.67459 [769] valid_0's rmse: 3.43023 valid_1's rmse: 3.67443 [770] valid_0's rmse: 3.42992 valid_1's rmse: 3.67423 [771] valid_0's rmse: 3.42964 valid_1's rmse: 3.6742 [772] valid_0's rmse: 3.42901 valid_1's rmse: 3.67451 [773] valid_0's rmse: 3.42867 valid_1's rmse: 3.6746 [774] valid_0's rmse: 3.42831 valid_1's rmse: 3.67478 [775] valid_0's rmse: 3.42806 valid_1's rmse: 3.67462 [776] valid_0's rmse: 3.42779 valid_1's rmse: 3.67466 [777] valid_0's rmse: 3.42755 valid_1's rmse: 3.67469 [778] valid_0's rmse: 3.4273 valid_1's rmse: 3.67453 [779] valid_0's rmse: 3.42699 valid_1's rmse: 3.67443 [780] valid_0's rmse: 3.42661 valid_1's rmse: 3.67423 [781] valid_0's rmse: 3.42621 valid_1's rmse: 3.67399 [782] valid_0's rmse: 3.42588 valid_1's rmse: 3.67387 [783] valid_0's rmse: 3.42532 valid_1's rmse: 3.67381 [784] valid_0's rmse: 3.42507 valid_1's rmse: 3.67382 [785] valid_0's rmse: 3.42475 valid_1's rmse: 3.67364 [786] valid_0's rmse: 3.42449 valid_1's rmse: 3.67353 [787] valid_0's rmse: 3.4243 valid_1's rmse: 3.67356 [788] valid_0's rmse: 3.42389 valid_1's rmse: 3.67334 [789] valid_0's rmse: 3.42345 valid_1's rmse: 3.67348 [790] valid_0's rmse: 3.4232 valid_1's rmse: 3.67345 [791] valid_0's rmse: 3.42294 valid_1's rmse: 3.6734 [792] valid_0's rmse: 3.42259 valid_1's rmse: 3.67336 [793] valid_0's rmse: 3.42228 valid_1's rmse: 3.67339 [794] valid_0's rmse: 3.42199 valid_1's rmse: 3.67322 [795] valid_0's rmse: 3.42167 valid_1's rmse: 3.6733 [796] valid_0's rmse: 3.42148 valid_1's rmse: 3.67321 [797] valid_0's rmse: 3.4212 valid_1's rmse: 3.67305 [798] valid_0's rmse: 3.42075 valid_1's rmse: 3.67301 [799] valid_0's rmse: 3.42054 valid_1's rmse: 3.67291 [800] valid_0's rmse: 3.42037 valid_1's rmse: 3.6728 [801] valid_0's rmse: 3.41979 valid_1's rmse: 3.67287 [802] valid_0's rmse: 3.41948 valid_1's rmse: 3.67282 [803] valid_0's rmse: 3.41918 valid_1's rmse: 3.67274 [804] valid_0's rmse: 3.41881 valid_1's rmse: 3.67238 [805] valid_0's rmse: 3.41817 valid_1's rmse: 3.67233 [806] valid_0's rmse: 3.41777 valid_1's rmse: 3.6723 [807] valid_0's rmse: 3.41727 valid_1's rmse: 3.67231 [808] valid_0's rmse: 3.41697 valid_1's rmse: 3.6724 [809] valid_0's rmse: 3.41662 valid_1's rmse: 3.67241 [810] valid_0's rmse: 3.41636 valid_1's rmse: 3.67232 [811] valid_0's rmse: 3.416 valid_1's rmse: 3.67253 [812] valid_0's rmse: 3.41569 valid_1's rmse: 3.67267 [813] valid_0's rmse: 3.41548 valid_1's rmse: 3.67273 [814] valid_0's rmse: 3.41516 valid_1's rmse: 3.6725 [815] valid_0's rmse: 3.41489 valid_1's rmse: 3.67257 [816] valid_0's rmse: 3.41467 valid_1's rmse: 3.67252 [817] valid_0's rmse: 3.41457 valid_1's rmse: 3.67253 [818] valid_0's rmse: 3.4144 valid_1's rmse: 3.67249 [819] valid_0's rmse: 3.41417 valid_1's rmse: 3.67268 [820] valid_0's rmse: 3.41403 valid_1's rmse: 3.67264 [821] valid_0's rmse: 3.41363 valid_1's rmse: 3.67269 [822] valid_0's rmse: 3.41343 valid_1's rmse: 3.67272 [823] valid_0's rmse: 3.41316 valid_1's rmse: 3.67267 [824] valid_0's rmse: 3.41289 valid_1's rmse: 3.67261 [825] valid_0's rmse: 3.41278 valid_1's rmse: 3.67257 [826] valid_0's rmse: 3.41246 valid_1's rmse: 3.67242 Early stopping, best iteration is: [806] valid_0's rmse: 3.41777 valid_1's rmse: 3.6723 SCORE: 3.672296993692693 [1] valid_0's rmse: 8.98527 valid_1's rmse: 8.94446 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.3983 valid_1's rmse: 8.35923 [3] valid_0's rmse: 7.87675 valid_1's rmse: 7.83912 [4] valid_0's rmse: 7.4303 valid_1's rmse: 7.39429 [5] valid_0's rmse: 7.03834 valid_1's rmse: 7.00349 [6] valid_0's rmse: 6.69744 valid_1's rmse: 6.66456 [7] valid_0's rmse: 6.41283 valid_1's rmse: 6.38167 [8] valid_0's rmse: 6.15189 valid_1's rmse: 6.1207 [9] valid_0's rmse: 5.92348 valid_1's rmse: 5.8923 [10] valid_0's rmse: 5.71827 valid_1's rmse: 5.68767 [11] valid_0's rmse: 5.54441 valid_1's rmse: 5.51455 [12] valid_0's rmse: 5.39229 valid_1's rmse: 5.3635 [13] valid_0's rmse: 5.26453 valid_1's rmse: 5.23645 [14] valid_0's rmse: 5.14618 valid_1's rmse: 5.11901 [15] valid_0's rmse: 5.04124 valid_1's rmse: 5.01481 [16] valid_0's rmse: 4.95148 valid_1's rmse: 4.92628 [17] valid_0's rmse: 4.87636 valid_1's rmse: 4.85247 [18] valid_0's rmse: 4.8039 valid_1's rmse: 4.78195 [19] valid_0's rmse: 4.74638 valid_1's rmse: 4.72568 [20] valid_0's rmse: 4.6817 valid_1's rmse: 4.66086 [21] valid_0's rmse: 4.63545 valid_1's rmse: 4.61513 [22] valid_0's rmse: 4.59425 valid_1's rmse: 4.57525 [23] valid_0's rmse: 4.55265 valid_1's rmse: 4.53459 [24] valid_0's rmse: 4.50978 valid_1's rmse: 4.49247 [25] valid_0's rmse: 4.46879 valid_1's rmse: 4.45205 [26] valid_0's rmse: 4.43122 valid_1's rmse: 4.41484 [27] valid_0's rmse: 4.40147 valid_1's rmse: 4.38505 [28] valid_0's rmse: 4.36354 valid_1's rmse: 4.34735 [29] valid_0's rmse: 4.33775 valid_1's rmse: 4.3221 [30] valid_0's rmse: 4.30749 valid_1's rmse: 4.29195 [31] valid_0's rmse: 4.27935 valid_1's rmse: 4.26575 [32] valid_0's rmse: 4.25412 valid_1's rmse: 4.24076 [33] valid_0's rmse: 4.24424 valid_1's rmse: 4.23223 [34] valid_0's rmse: 4.22067 valid_1's rmse: 4.20919 [35] valid_0's rmse: 4.20083 valid_1's rmse: 4.19037 [36] valid_0's rmse: 4.19091 valid_1's rmse: 4.18108 [37] valid_0's rmse: 4.18108 valid_1's rmse: 4.17188 [38] valid_0's rmse: 4.16165 valid_1's rmse: 4.15325 [39] valid_0's rmse: 4.15255 valid_1's rmse: 4.14493 [40] valid_0's rmse: 4.14324 valid_1's rmse: 4.1359 [41] valid_0's rmse: 4.13282 valid_1's rmse: 4.12616 [42] valid_0's rmse: 4.1187 valid_1's rmse: 4.11303 [43] valid_0's rmse: 4.10859 valid_1's rmse: 4.10403 [44] valid_0's rmse: 4.10151 valid_1's rmse: 4.09834 [45] valid_0's rmse: 4.09082 valid_1's rmse: 4.08927 [46] valid_0's rmse: 4.08535 valid_1's rmse: 4.0847 [47] valid_0's rmse: 4.07767 valid_1's rmse: 4.07778 [48] valid_0's rmse: 4.06399 valid_1's rmse: 4.06461 [49] valid_0's rmse: 4.06082 valid_1's rmse: 4.06246 [50] valid_0's rmse: 4.04967 valid_1's rmse: 4.05212 [51] valid_0's rmse: 4.04214 valid_1's rmse: 4.04522 [52] valid_0's rmse: 4.03673 valid_1's rmse: 4.03984 [53] valid_0's rmse: 4.02556 valid_1's rmse: 4.03039 [54] valid_0's rmse: 4.01247 valid_1's rmse: 4.01763 [55] valid_0's rmse: 4.00439 valid_1's rmse: 4.00964 [56] valid_0's rmse: 3.99378 valid_1's rmse: 4.0001 [57] valid_0's rmse: 3.98935 valid_1's rmse: 3.99629 [58] valid_0's rmse: 3.9848 valid_1's rmse: 3.99328 [59] valid_0's rmse: 3.97819 valid_1's rmse: 3.98729 [60] valid_0's rmse: 3.96976 valid_1's rmse: 3.98013 [61] valid_0's rmse: 3.96416 valid_1's rmse: 3.97626 [62] valid_0's rmse: 3.96019 valid_1's rmse: 3.97308 [63] valid_0's rmse: 3.95559 valid_1's rmse: 3.96885 [64] valid_0's rmse: 3.95267 valid_1's rmse: 3.96696 [65] valid_0's rmse: 3.94846 valid_1's rmse: 3.96369 [66] valid_0's rmse: 3.94408 valid_1's rmse: 3.96064 [67] valid_0's rmse: 3.93866 valid_1's rmse: 3.95599 [68] valid_0's rmse: 3.93427 valid_1's rmse: 3.95235 [69] valid_0's rmse: 3.92826 valid_1's rmse: 3.9468 [70] valid_0's rmse: 3.92548 valid_1's rmse: 3.94529 [71] valid_0's rmse: 3.91711 valid_1's rmse: 3.93707 [72] valid_0's rmse: 3.91294 valid_1's rmse: 3.93503 [73] valid_0's rmse: 3.90985 valid_1's rmse: 3.93327 [74] valid_0's rmse: 3.90497 valid_1's rmse: 3.93024 [75] valid_0's rmse: 3.89863 valid_1's rmse: 3.92456 [76] valid_0's rmse: 3.8948 valid_1's rmse: 3.92178 [77] valid_0's rmse: 3.89192 valid_1's rmse: 3.92007 [78] valid_0's rmse: 3.8897 valid_1's rmse: 3.91868 [79] valid_0's rmse: 3.88419 valid_1's rmse: 3.91391 [80] valid_0's rmse: 3.87686 valid_1's rmse: 3.90684 [81] valid_0's rmse: 3.87019 valid_1's rmse: 3.90048 [82] valid_0's rmse: 3.86605 valid_1's rmse: 3.89755 [83] valid_0's rmse: 3.86355 valid_1's rmse: 3.89593 [84] valid_0's rmse: 3.86007 valid_1's rmse: 3.89298 [85] valid_0's rmse: 3.85511 valid_1's rmse: 3.88836 [86] valid_0's rmse: 3.85321 valid_1's rmse: 3.887 [87] valid_0's rmse: 3.85084 valid_1's rmse: 3.88473 [88] valid_0's rmse: 3.84731 valid_1's rmse: 3.8823 [89] valid_0's rmse: 3.84345 valid_1's rmse: 3.87908 [90] valid_0's rmse: 3.84114 valid_1's rmse: 3.87716 [91] valid_0's rmse: 3.83908 valid_1's rmse: 3.8761 [92] valid_0's rmse: 3.83676 valid_1's rmse: 3.87485 [93] valid_0's rmse: 3.83356 valid_1's rmse: 3.87174 [94] valid_0's rmse: 3.82834 valid_1's rmse: 3.86693 [95] valid_0's rmse: 3.825 valid_1's rmse: 3.86405 [96] valid_0's rmse: 3.82281 valid_1's rmse: 3.86285 [97] valid_0's rmse: 3.82015 valid_1's rmse: 3.86145 [98] valid_0's rmse: 3.81661 valid_1's rmse: 3.85922 [99] valid_0's rmse: 3.81422 valid_1's rmse: 3.85718 [100] valid_0's rmse: 3.81168 valid_1's rmse: 3.85538 [101] valid_0's rmse: 3.80968 valid_1's rmse: 3.8544 [102] valid_0's rmse: 3.80748 valid_1's rmse: 3.8534 [103] valid_0's rmse: 3.80522 valid_1's rmse: 3.8516 [104] valid_0's rmse: 3.80209 valid_1's rmse: 3.84919 [105] valid_0's rmse: 3.79923 valid_1's rmse: 3.84664 [106] valid_0's rmse: 3.79595 valid_1's rmse: 3.84392 [107] valid_0's rmse: 3.79253 valid_1's rmse: 3.84054 [108] valid_0's rmse: 3.79066 valid_1's rmse: 3.83921 [109] valid_0's rmse: 3.7892 valid_1's rmse: 3.83833 [110] valid_0's rmse: 3.78704 valid_1's rmse: 3.83697 [111] valid_0's rmse: 3.78549 valid_1's rmse: 3.8359 [112] valid_0's rmse: 3.78215 valid_1's rmse: 3.83277 [113] valid_0's rmse: 3.78101 valid_1's rmse: 3.8326 [114] valid_0's rmse: 3.77913 valid_1's rmse: 3.83124 [115] valid_0's rmse: 3.77786 valid_1's rmse: 3.83057 [116] valid_0's rmse: 3.77447 valid_1's rmse: 3.82748 [117] valid_0's rmse: 3.77308 valid_1's rmse: 3.82675 [118] valid_0's rmse: 3.77175 valid_1's rmse: 3.82572 [119] valid_0's rmse: 3.76959 valid_1's rmse: 3.82472 [120] valid_0's rmse: 3.76748 valid_1's rmse: 3.82364 [121] valid_0's rmse: 3.7647 valid_1's rmse: 3.82188 [122] valid_0's rmse: 3.76354 valid_1's rmse: 3.82088 [123] valid_0's rmse: 3.76144 valid_1's rmse: 3.81905 [124] valid_0's rmse: 3.75968 valid_1's rmse: 3.81855 [125] valid_0's rmse: 3.75734 valid_1's rmse: 3.81782 [126] valid_0's rmse: 3.75567 valid_1's rmse: 3.81708 [127] valid_0's rmse: 3.75391 valid_1's rmse: 3.81633 [128] valid_0's rmse: 3.75246 valid_1's rmse: 3.81533 [129] valid_0's rmse: 3.75082 valid_1's rmse: 3.81466 [130] valid_0's rmse: 3.74908 valid_1's rmse: 3.81335 [131] valid_0's rmse: 3.74656 valid_1's rmse: 3.8109 [132] valid_0's rmse: 3.74484 valid_1's rmse: 3.81046 [133] valid_0's rmse: 3.74313 valid_1's rmse: 3.80922 [134] valid_0's rmse: 3.74162 valid_1's rmse: 3.80849 [135] valid_0's rmse: 3.73998 valid_1's rmse: 3.80741 [136] valid_0's rmse: 3.73792 valid_1's rmse: 3.80537 [137] valid_0's rmse: 3.73694 valid_1's rmse: 3.80493 [138] valid_0's rmse: 3.73552 valid_1's rmse: 3.80403 [139] valid_0's rmse: 3.73291 valid_1's rmse: 3.80163 [140] valid_0's rmse: 3.73167 valid_1's rmse: 3.80133 [141] valid_0's rmse: 3.73031 valid_1's rmse: 3.80082 [142] valid_0's rmse: 3.72778 valid_1's rmse: 3.7997 [143] valid_0's rmse: 3.72608 valid_1's rmse: 3.79889 [144] valid_0's rmse: 3.72473 valid_1's rmse: 3.79767 [145] valid_0's rmse: 3.72265 valid_1's rmse: 3.79659 [146] valid_0's rmse: 3.72023 valid_1's rmse: 3.79435 [147] valid_0's rmse: 3.7186 valid_1's rmse: 3.794 [148] valid_0's rmse: 3.71704 valid_1's rmse: 3.7926 [149] valid_0's rmse: 3.71616 valid_1's rmse: 3.79219 [150] valid_0's rmse: 3.71468 valid_1's rmse: 3.79178 [151] valid_0's rmse: 3.71264 valid_1's rmse: 3.7902 [152] valid_0's rmse: 3.71116 valid_1's rmse: 3.78955 [153] valid_0's rmse: 3.70857 valid_1's rmse: 3.7871 [154] valid_0's rmse: 3.70686 valid_1's rmse: 3.78597 [155] valid_0's rmse: 3.70489 valid_1's rmse: 3.78533 [156] valid_0's rmse: 3.70259 valid_1's rmse: 3.78328 [157] valid_0's rmse: 3.70113 valid_1's rmse: 3.78227 [158] valid_0's rmse: 3.70016 valid_1's rmse: 3.78221 [159] valid_0's rmse: 3.6994 valid_1's rmse: 3.78195 [160] valid_0's rmse: 3.69789 valid_1's rmse: 3.78092 [161] valid_0's rmse: 3.69661 valid_1's rmse: 3.78063 [162] valid_0's rmse: 3.69379 valid_1's rmse: 3.77781 [163] valid_0's rmse: 3.69195 valid_1's rmse: 3.77613 [164] valid_0's rmse: 3.69022 valid_1's rmse: 3.77487 [165] valid_0's rmse: 3.68912 valid_1's rmse: 3.77415 [166] valid_0's rmse: 3.68817 valid_1's rmse: 3.77401 [167] valid_0's rmse: 3.68683 valid_1's rmse: 3.77328 [168] valid_0's rmse: 3.68495 valid_1's rmse: 3.77242 [169] valid_0's rmse: 3.68358 valid_1's rmse: 3.77205 [170] valid_0's rmse: 3.68216 valid_1's rmse: 3.77129 [171] valid_0's rmse: 3.6813 valid_1's rmse: 3.77125 [172] valid_0's rmse: 3.68011 valid_1's rmse: 3.77068 [173] valid_0's rmse: 3.67877 valid_1's rmse: 3.77008 [174] valid_0's rmse: 3.67745 valid_1's rmse: 3.76908 [175] valid_0's rmse: 3.67575 valid_1's rmse: 3.76778 [176] valid_0's rmse: 3.67455 valid_1's rmse: 3.76746 [177] valid_0's rmse: 3.67336 valid_1's rmse: 3.76736 [178] valid_0's rmse: 3.67235 valid_1's rmse: 3.76673 [179] valid_0's rmse: 3.67162 valid_1's rmse: 3.76609 [180] valid_0's rmse: 3.67028 valid_1's rmse: 3.76582 [181] valid_0's rmse: 3.66771 valid_1's rmse: 3.76446 [182] valid_0's rmse: 3.66697 valid_1's rmse: 3.76425 [183] valid_0's rmse: 3.6659 valid_1's rmse: 3.76409 [184] valid_0's rmse: 3.66442 valid_1's rmse: 3.76283 [185] valid_0's rmse: 3.663 valid_1's rmse: 3.7621 [186] valid_0's rmse: 3.66229 valid_1's rmse: 3.7618 [187] valid_0's rmse: 3.66093 valid_1's rmse: 3.76135 [188] valid_0's rmse: 3.65985 valid_1's rmse: 3.76145 [189] valid_0's rmse: 3.65889 valid_1's rmse: 3.76172 [190] valid_0's rmse: 3.65768 valid_1's rmse: 3.76093 [191] valid_0's rmse: 3.65576 valid_1's rmse: 3.76021 [192] valid_0's rmse: 3.65454 valid_1's rmse: 3.75965 [193] valid_0's rmse: 3.65303 valid_1's rmse: 3.75859 [194] valid_0's rmse: 3.65193 valid_1's rmse: 3.75847 [195] valid_0's rmse: 3.65095 valid_1's rmse: 3.75806 [196] valid_0's rmse: 3.64859 valid_1's rmse: 3.75588 [197] valid_0's rmse: 3.64765 valid_1's rmse: 3.75545 [198] valid_0's rmse: 3.64661 valid_1's rmse: 3.75538 [199] valid_0's rmse: 3.6454 valid_1's rmse: 3.75489 [200] valid_0's rmse: 3.64397 valid_1's rmse: 3.75378 [201] valid_0's rmse: 3.64237 valid_1's rmse: 3.75232 [202] valid_0's rmse: 3.64137 valid_1's rmse: 3.75194 [203] valid_0's rmse: 3.64029 valid_1's rmse: 3.75121 [204] valid_0's rmse: 3.63913 valid_1's rmse: 3.75063 [205] valid_0's rmse: 3.63827 valid_1's rmse: 3.75042 [206] valid_0's rmse: 3.63738 valid_1's rmse: 3.75029 [207] valid_0's rmse: 3.63626 valid_1's rmse: 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[449] valid_0's rmse: 3.46488 valid_1's rmse: 3.69602 [450] valid_0's rmse: 3.46408 valid_1's rmse: 3.69544 [451] valid_0's rmse: 3.46366 valid_1's rmse: 3.69533 [452] valid_0's rmse: 3.46336 valid_1's rmse: 3.69527 [453] valid_0's rmse: 3.46293 valid_1's rmse: 3.69548 [454] valid_0's rmse: 3.4625 valid_1's rmse: 3.69526 [455] valid_0's rmse: 3.46209 valid_1's rmse: 3.69524 [456] valid_0's rmse: 3.46142 valid_1's rmse: 3.69471 [457] valid_0's rmse: 3.46088 valid_1's rmse: 3.69459 [458] valid_0's rmse: 3.46065 valid_1's rmse: 3.6946 [459] valid_0's rmse: 3.45974 valid_1's rmse: 3.69393 [460] valid_0's rmse: 3.45926 valid_1's rmse: 3.69377 [461] valid_0's rmse: 3.45869 valid_1's rmse: 3.69393 [462] valid_0's rmse: 3.45832 valid_1's rmse: 3.69366 [463] valid_0's rmse: 3.45744 valid_1's rmse: 3.69303 [464] valid_0's rmse: 3.45687 valid_1's rmse: 3.69291 [465] valid_0's rmse: 3.45631 valid_1's rmse: 3.69252 [466] valid_0's rmse: 3.45584 valid_1's rmse: 3.69229 [467] valid_0's rmse: 3.45528 valid_1's rmse: 3.69209 [468] valid_0's rmse: 3.45479 valid_1's rmse: 3.69205 [469] valid_0's rmse: 3.45448 valid_1's rmse: 3.69193 [470] valid_0's rmse: 3.45407 valid_1's rmse: 3.69174 [471] valid_0's rmse: 3.45367 valid_1's rmse: 3.69166 [472] valid_0's rmse: 3.45269 valid_1's rmse: 3.69134 [473] valid_0's rmse: 3.45216 valid_1's rmse: 3.69129 [474] valid_0's rmse: 3.45175 valid_1's rmse: 3.69123 [475] valid_0's rmse: 3.45126 valid_1's rmse: 3.69111 [476] valid_0's rmse: 3.45043 valid_1's rmse: 3.69055 [477] valid_0's rmse: 3.45007 valid_1's rmse: 3.69062 [478] valid_0's rmse: 3.44904 valid_1's rmse: 3.68998 [479] valid_0's rmse: 3.448 valid_1's rmse: 3.68946 [480] valid_0's rmse: 3.4475 valid_1's rmse: 3.68935 [481] valid_0's rmse: 3.44688 valid_1's rmse: 3.68891 [482] valid_0's rmse: 3.44629 valid_1's rmse: 3.68861 [483] valid_0's rmse: 3.44593 valid_1's rmse: 3.68851 [484] valid_0's rmse: 3.44546 valid_1's rmse: 3.68817 [485] valid_0's rmse: 3.44497 valid_1's rmse: 3.68821 [486] valid_0's rmse: 3.44445 valid_1's rmse: 3.68804 [487] valid_0's rmse: 3.44417 valid_1's rmse: 3.68797 [488] valid_0's rmse: 3.44371 valid_1's rmse: 3.6877 [489] valid_0's rmse: 3.44325 valid_1's rmse: 3.68786 [490] valid_0's rmse: 3.44297 valid_1's rmse: 3.6879 [491] valid_0's rmse: 3.44256 valid_1's rmse: 3.68782 [492] valid_0's rmse: 3.44226 valid_1's rmse: 3.68789 [493] valid_0's rmse: 3.44193 valid_1's rmse: 3.68792 [494] valid_0's rmse: 3.44145 valid_1's rmse: 3.68758 [495] valid_0's rmse: 3.44108 valid_1's rmse: 3.68738 [496] valid_0's rmse: 3.44087 valid_1's rmse: 3.6874 [497] valid_0's rmse: 3.44055 valid_1's rmse: 3.68736 [498] valid_0's rmse: 3.44024 valid_1's rmse: 3.68729 [499] valid_0's rmse: 3.44013 valid_1's rmse: 3.68729 [500] valid_0's rmse: 3.4398 valid_1's rmse: 3.68763 [501] valid_0's rmse: 3.43932 valid_1's rmse: 3.68754 [502] valid_0's rmse: 3.43895 valid_1's rmse: 3.6875 [503] valid_0's rmse: 3.43844 valid_1's rmse: 3.68731 [504] valid_0's rmse: 3.43793 valid_1's rmse: 3.68711 [505] valid_0's rmse: 3.43758 valid_1's rmse: 3.68715 [506] valid_0's rmse: 3.4372 valid_1's rmse: 3.68716 [507] valid_0's rmse: 3.43672 valid_1's rmse: 3.68717 [508] valid_0's rmse: 3.43628 valid_1's rmse: 3.6871 [509] valid_0's rmse: 3.43589 valid_1's rmse: 3.687 [510] valid_0's rmse: 3.43546 valid_1's rmse: 3.68709 [511] valid_0's rmse: 3.43507 valid_1's rmse: 3.68703 [512] valid_0's rmse: 3.43472 valid_1's rmse: 3.68722 [513] valid_0's rmse: 3.43424 valid_1's rmse: 3.68693 [514] valid_0's rmse: 3.43396 valid_1's rmse: 3.68685 [515] valid_0's rmse: 3.43351 valid_1's rmse: 3.68672 [516] valid_0's rmse: 3.43329 valid_1's rmse: 3.6866 [517] valid_0's rmse: 3.43293 valid_1's rmse: 3.68677 [518] valid_0's rmse: 3.43241 valid_1's rmse: 3.68661 [519] valid_0's rmse: 3.43195 valid_1's rmse: 3.68636 [520] valid_0's rmse: 3.4314 valid_1's rmse: 3.68635 [521] valid_0's rmse: 3.43093 valid_1's rmse: 3.68624 [522] valid_0's rmse: 3.43023 valid_1's rmse: 3.68619 [523] valid_0's rmse: 3.42983 valid_1's rmse: 3.68608 [524] valid_0's rmse: 3.42953 valid_1's rmse: 3.68615 [525] valid_0's rmse: 3.42921 valid_1's rmse: 3.68613 [526] valid_0's rmse: 3.42897 valid_1's rmse: 3.68617 [527] valid_0's rmse: 3.42861 valid_1's rmse: 3.68626 [528] valid_0's rmse: 3.42822 valid_1's rmse: 3.6864 [529] valid_0's rmse: 3.42793 valid_1's rmse: 3.68635 [530] valid_0's rmse: 3.42744 valid_1's rmse: 3.68625 [531] valid_0's rmse: 3.42707 valid_1's rmse: 3.6861 [532] valid_0's rmse: 3.4266 valid_1's rmse: 3.68607 [533] valid_0's rmse: 3.42601 valid_1's rmse: 3.68611 [534] valid_0's rmse: 3.42542 valid_1's rmse: 3.6858 [535] valid_0's rmse: 3.42509 valid_1's rmse: 3.68574 [536] valid_0's rmse: 3.42464 valid_1's rmse: 3.68577 [537] valid_0's rmse: 3.42422 valid_1's rmse: 3.68598 [538] valid_0's rmse: 3.42398 valid_1's rmse: 3.68591 [539] valid_0's rmse: 3.42375 valid_1's rmse: 3.68598 [540] valid_0's rmse: 3.42355 valid_1's rmse: 3.68593 [541] valid_0's rmse: 3.42313 valid_1's rmse: 3.68586 [542] valid_0's rmse: 3.42275 valid_1's rmse: 3.68566 [543] valid_0's rmse: 3.42231 valid_1's rmse: 3.68565 [544] valid_0's rmse: 3.42186 valid_1's rmse: 3.68565 [545] valid_0's rmse: 3.42141 valid_1's rmse: 3.68572 [546] valid_0's rmse: 3.42096 valid_1's rmse: 3.68574 [547] valid_0's rmse: 3.42058 valid_1's rmse: 3.68611 [548] valid_0's rmse: 3.42014 valid_1's rmse: 3.68591 [549] valid_0's rmse: 3.41985 valid_1's rmse: 3.6859 [550] valid_0's rmse: 3.41949 valid_1's rmse: 3.68607 [551] valid_0's rmse: 3.41918 valid_1's rmse: 3.68616 [552] valid_0's rmse: 3.41868 valid_1's rmse: 3.68586 [553] valid_0's rmse: 3.41832 valid_1's rmse: 3.68571 [554] valid_0's rmse: 3.41816 valid_1's rmse: 3.68573 [555] valid_0's rmse: 3.41797 valid_1's rmse: 3.6856 [556] valid_0's rmse: 3.41766 valid_1's rmse: 3.68568 [557] valid_0's rmse: 3.41737 valid_1's rmse: 3.68562 [558] valid_0's rmse: 3.41686 valid_1's rmse: 3.68558 [559] valid_0's rmse: 3.41644 valid_1's rmse: 3.68551 [560] valid_0's rmse: 3.41601 valid_1's rmse: 3.68553 [561] valid_0's rmse: 3.41559 valid_1's rmse: 3.68533 [562] valid_0's rmse: 3.41447 valid_1's rmse: 3.68453 [563] valid_0's rmse: 3.41406 valid_1's rmse: 3.68453 [564] valid_0's rmse: 3.41365 valid_1's rmse: 3.68438 [565] valid_0's rmse: 3.41318 valid_1's rmse: 3.68432 [566] valid_0's rmse: 3.41249 valid_1's rmse: 3.68445 [567] valid_0's rmse: 3.41199 valid_1's rmse: 3.68432 [568] valid_0's rmse: 3.4116 valid_1's rmse: 3.68431 [569] valid_0's rmse: 3.41111 valid_1's rmse: 3.68405 [570] valid_0's rmse: 3.41035 valid_1's rmse: 3.68375 [571] valid_0's rmse: 3.41002 valid_1's rmse: 3.68366 [572] valid_0's rmse: 3.40968 valid_1's rmse: 3.68375 [573] valid_0's rmse: 3.40934 valid_1's rmse: 3.68368 [574] valid_0's rmse: 3.40887 valid_1's rmse: 3.6837 [575] valid_0's rmse: 3.40848 valid_1's rmse: 3.68343 [576] valid_0's rmse: 3.40809 valid_1's rmse: 3.68327 [577] valid_0's rmse: 3.40768 valid_1's rmse: 3.68307 [578] valid_0's rmse: 3.40738 valid_1's rmse: 3.68287 [579] valid_0's rmse: 3.40709 valid_1's rmse: 3.68296 [580] valid_0's rmse: 3.40654 valid_1's rmse: 3.68262 [581] valid_0's rmse: 3.4063 valid_1's rmse: 3.68251 [582] valid_0's rmse: 3.40602 valid_1's rmse: 3.68226 [583] valid_0's rmse: 3.40569 valid_1's rmse: 3.68186 [584] valid_0's rmse: 3.40504 valid_1's rmse: 3.68136 [585] valid_0's rmse: 3.40467 valid_1's rmse: 3.68127 [586] valid_0's rmse: 3.40413 valid_1's rmse: 3.6812 [587] valid_0's rmse: 3.40387 valid_1's rmse: 3.6811 [588] valid_0's rmse: 3.40361 valid_1's rmse: 3.68105 [589] valid_0's rmse: 3.40322 valid_1's rmse: 3.68095 [590] valid_0's rmse: 3.40295 valid_1's rmse: 3.68088 [591] valid_0's rmse: 3.40252 valid_1's rmse: 3.6809 [592] valid_0's rmse: 3.40212 valid_1's rmse: 3.68087 [593] valid_0's rmse: 3.40163 valid_1's rmse: 3.68053 [594] valid_0's rmse: 3.40134 valid_1's rmse: 3.68041 [595] valid_0's rmse: 3.40122 valid_1's rmse: 3.68042 [596] valid_0's rmse: 3.40082 valid_1's rmse: 3.68026 [597] valid_0's rmse: 3.40048 valid_1's rmse: 3.68025 [598] valid_0's rmse: 3.40001 valid_1's rmse: 3.68053 [599] valid_0's rmse: 3.3998 valid_1's rmse: 3.68054 [600] valid_0's rmse: 3.39915 valid_1's rmse: 3.68015 [601] valid_0's rmse: 3.39885 valid_1's rmse: 3.67998 [602] valid_0's rmse: 3.39869 valid_1's rmse: 3.6799 [603] valid_0's rmse: 3.39826 valid_1's rmse: 3.67998 [604] valid_0's rmse: 3.39784 valid_1's rmse: 3.67986 [605] valid_0's rmse: 3.39752 valid_1's rmse: 3.67963 [606] valid_0's rmse: 3.39727 valid_1's rmse: 3.67951 [607] valid_0's rmse: 3.3967 valid_1's rmse: 3.67915 [608] valid_0's rmse: 3.39631 valid_1's rmse: 3.67921 [609] valid_0's rmse: 3.39586 valid_1's rmse: 3.67903 [610] valid_0's rmse: 3.39553 valid_1's rmse: 3.679 [611] valid_0's rmse: 3.39516 valid_1's rmse: 3.67915 [612] valid_0's rmse: 3.39466 valid_1's rmse: 3.67876 [613] valid_0's rmse: 3.39393 valid_1's rmse: 3.67837 [614] valid_0's rmse: 3.39375 valid_1's rmse: 3.67839 [615] valid_0's rmse: 3.39344 valid_1's rmse: 3.67823 [616] valid_0's rmse: 3.39286 valid_1's rmse: 3.6778 [617] valid_0's rmse: 3.39251 valid_1's rmse: 3.67763 [618] valid_0's rmse: 3.39212 valid_1's rmse: 3.67751 [619] valid_0's rmse: 3.39161 valid_1's rmse: 3.67735 [620] valid_0's rmse: 3.39134 valid_1's rmse: 3.67731 [621] valid_0's rmse: 3.39107 valid_1's rmse: 3.67735 [622] valid_0's rmse: 3.39058 valid_1's rmse: 3.67721 [623] valid_0's rmse: 3.39024 valid_1's rmse: 3.67704 [624] valid_0's rmse: 3.38973 valid_1's rmse: 3.67672 [625] valid_0's rmse: 3.38934 valid_1's rmse: 3.67642 [626] valid_0's rmse: 3.38907 valid_1's rmse: 3.67636 [627] valid_0's rmse: 3.38871 valid_1's rmse: 3.67625 [628] valid_0's rmse: 3.38826 valid_1's rmse: 3.67609 [629] valid_0's rmse: 3.38795 valid_1's rmse: 3.67592 [630] valid_0's rmse: 3.38696 valid_1's rmse: 3.67492 [631] valid_0's rmse: 3.38664 valid_1's rmse: 3.67478 [632] valid_0's rmse: 3.38632 valid_1's rmse: 3.67449 [633] valid_0's rmse: 3.38614 valid_1's rmse: 3.67444 [634] valid_0's rmse: 3.38591 valid_1's rmse: 3.6743 [635] valid_0's rmse: 3.3855 valid_1's rmse: 3.67429 [636] valid_0's rmse: 3.38511 valid_1's rmse: 3.67405 [637] valid_0's rmse: 3.38483 valid_1's rmse: 3.67405 [638] valid_0's rmse: 3.38457 valid_1's rmse: 3.67396 [639] valid_0's rmse: 3.38422 valid_1's rmse: 3.67382 [640] valid_0's rmse: 3.38409 valid_1's rmse: 3.67373 [641] valid_0's rmse: 3.38378 valid_1's rmse: 3.67398 [642] valid_0's rmse: 3.38348 valid_1's rmse: 3.67402 [643] valid_0's rmse: 3.38318 valid_1's rmse: 3.6742 [644] valid_0's rmse: 3.3828 valid_1's rmse: 3.67414 [645] valid_0's rmse: 3.3826 valid_1's rmse: 3.67402 [646] valid_0's rmse: 3.38244 valid_1's rmse: 3.67399 [647] valid_0's rmse: 3.38208 valid_1's rmse: 3.67405 [648] valid_0's rmse: 3.38168 valid_1's rmse: 3.67423 [649] valid_0's rmse: 3.38125 valid_1's rmse: 3.6741 [650] valid_0's rmse: 3.38075 valid_1's rmse: 3.67383 [651] valid_0's rmse: 3.38051 valid_1's rmse: 3.67374 [652] valid_0's rmse: 3.3799 valid_1's rmse: 3.67322 [653] valid_0's rmse: 3.37952 valid_1's rmse: 3.67301 [654] valid_0's rmse: 3.37916 valid_1's rmse: 3.67284 [655] valid_0's rmse: 3.37881 valid_1's rmse: 3.67292 [656] valid_0's rmse: 3.37852 valid_1's rmse: 3.67296 [657] valid_0's rmse: 3.37804 valid_1's rmse: 3.67303 [658] valid_0's rmse: 3.3778 valid_1's rmse: 3.67302 [659] valid_0's rmse: 3.37758 valid_1's rmse: 3.673 [660] valid_0's rmse: 3.37721 valid_1's rmse: 3.67332 [661] valid_0's rmse: 3.37679 valid_1's rmse: 3.67337 [662] valid_0's rmse: 3.37643 valid_1's rmse: 3.67331 [663] valid_0's rmse: 3.37584 valid_1's rmse: 3.67323 [664] valid_0's rmse: 3.37548 valid_1's rmse: 3.6732 [665] valid_0's rmse: 3.37502 valid_1's rmse: 3.67285 [666] valid_0's rmse: 3.37476 valid_1's rmse: 3.67294 [667] valid_0's rmse: 3.37447 valid_1's rmse: 3.67287 [668] valid_0's rmse: 3.37413 valid_1's rmse: 3.6727 [669] valid_0's rmse: 3.37362 valid_1's rmse: 3.6726 [670] valid_0's rmse: 3.37307 valid_1's rmse: 3.6726 [671] valid_0's rmse: 3.37244 valid_1's rmse: 3.67238 [672] valid_0's rmse: 3.37199 valid_1's rmse: 3.67234 [673] valid_0's rmse: 3.37159 valid_1's rmse: 3.67212 [674] valid_0's rmse: 3.37124 valid_1's rmse: 3.67207 [675] valid_0's rmse: 3.37076 valid_1's rmse: 3.67193 [676] valid_0's rmse: 3.37009 valid_1's rmse: 3.67153 [677] valid_0's rmse: 3.3696 valid_1's rmse: 3.67128 [678] valid_0's rmse: 3.36923 valid_1's rmse: 3.67121 [679] valid_0's rmse: 3.36867 valid_1's rmse: 3.67095 [680] valid_0's rmse: 3.36803 valid_1's rmse: 3.67086 [681] valid_0's rmse: 3.3677 valid_1's rmse: 3.67081 [682] valid_0's rmse: 3.36732 valid_1's rmse: 3.67081 [683] valid_0's rmse: 3.36702 valid_1's rmse: 3.67071 [684] valid_0's rmse: 3.36661 valid_1's rmse: 3.67064 [685] valid_0's rmse: 3.3663 valid_1's rmse: 3.67046 [686] valid_0's rmse: 3.36595 valid_1's rmse: 3.67049 [687] valid_0's rmse: 3.36568 valid_1's rmse: 3.67042 [688] valid_0's rmse: 3.36544 valid_1's rmse: 3.67033 [689] valid_0's rmse: 3.36506 valid_1's rmse: 3.66998 [690] valid_0's rmse: 3.36476 valid_1's rmse: 3.66973 [691] valid_0's rmse: 3.3644 valid_1's rmse: 3.66969 [692] valid_0's rmse: 3.36409 valid_1's rmse: 3.6697 [693] valid_0's rmse: 3.36378 valid_1's rmse: 3.66977 [694] valid_0's rmse: 3.36323 valid_1's rmse: 3.66982 [695] valid_0's rmse: 3.36306 valid_1's rmse: 3.66991 [696] valid_0's rmse: 3.3629 valid_1's rmse: 3.66984 [697] valid_0's rmse: 3.36258 valid_1's rmse: 3.66967 [698] valid_0's rmse: 3.36227 valid_1's rmse: 3.66956 [699] valid_0's rmse: 3.36207 valid_1's rmse: 3.66944 [700] valid_0's rmse: 3.3619 valid_1's rmse: 3.66934 [701] valid_0's rmse: 3.36167 valid_1's rmse: 3.66936 [702] valid_0's rmse: 3.36114 valid_1's rmse: 3.66912 [703] valid_0's rmse: 3.36081 valid_1's rmse: 3.66915 [704] valid_0's rmse: 3.36022 valid_1's rmse: 3.66891 [705] valid_0's rmse: 3.35989 valid_1's rmse: 3.66891 [706] valid_0's rmse: 3.35945 valid_1's rmse: 3.66869 [707] valid_0's rmse: 3.35924 valid_1's rmse: 3.66855 [708] valid_0's rmse: 3.35877 valid_1's rmse: 3.66832 [709] valid_0's rmse: 3.35821 valid_1's rmse: 3.66814 [710] valid_0's rmse: 3.35771 valid_1's rmse: 3.66776 [711] valid_0's rmse: 3.35734 valid_1's rmse: 3.66795 [712] valid_0's rmse: 3.35718 valid_1's rmse: 3.66794 [713] valid_0's rmse: 3.35682 valid_1's rmse: 3.66802 [714] valid_0's rmse: 3.3565 valid_1's rmse: 3.66816 [715] valid_0's rmse: 3.35618 valid_1's rmse: 3.66802 [716] valid_0's rmse: 3.35584 valid_1's rmse: 3.66792 [717] valid_0's rmse: 3.35546 valid_1's rmse: 3.66793 [718] valid_0's rmse: 3.35528 valid_1's rmse: 3.66801 [719] valid_0's rmse: 3.35465 valid_1's rmse: 3.66784 [720] valid_0's rmse: 3.35429 valid_1's rmse: 3.6679 [721] valid_0's rmse: 3.35402 valid_1's rmse: 3.66797 [722] valid_0's rmse: 3.35363 valid_1's rmse: 3.66819 [723] valid_0's rmse: 3.35333 valid_1's rmse: 3.66818 [724] valid_0's rmse: 3.35311 valid_1's rmse: 3.6682 [725] valid_0's rmse: 3.35286 valid_1's rmse: 3.6682 [726] valid_0's rmse: 3.35255 valid_1's rmse: 3.6682 [727] valid_0's rmse: 3.35225 valid_1's rmse: 3.66799 [728] valid_0's rmse: 3.35194 valid_1's rmse: 3.66792 [729] valid_0's rmse: 3.35161 valid_1's rmse: 3.66792 [730] valid_0's rmse: 3.35142 valid_1's rmse: 3.66788 Early stopping, best iteration is: [710] valid_0's rmse: 3.35771 valid_1's rmse: 3.66776 SCORE: 3.6677597930203114 [1] valid_0's rmse: 8.97001 valid_1's rmse: 8.92881 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37605 valid_1's rmse: 8.33611 [3] valid_0's rmse: 7.85416 valid_1's rmse: 7.81521 [4] valid_0's rmse: 7.38347 valid_1's rmse: 7.34525 [5] valid_0's rmse: 6.98506 valid_1's rmse: 6.9472 [6] valid_0's rmse: 6.64024 valid_1's rmse: 6.60321 [7] valid_0's rmse: 6.34726 valid_1's rmse: 6.31191 [8] valid_0's rmse: 6.09039 valid_1's rmse: 6.05544 [9] valid_0's rmse: 5.85451 valid_1's rmse: 5.82065 [10] valid_0's rmse: 5.64708 valid_1's rmse: 5.6135 [11] valid_0's rmse: 5.48551 valid_1's rmse: 5.45396 [12] valid_0's rmse: 5.33864 valid_1's rmse: 5.30818 [13] valid_0's rmse: 5.21832 valid_1's rmse: 5.18879 [14] valid_0's rmse: 5.10131 valid_1's rmse: 5.07363 [15] valid_0's rmse: 5.00248 valid_1's rmse: 4.97532 [16] valid_0's rmse: 4.91457 valid_1's rmse: 4.88768 [17] valid_0's rmse: 4.81263 valid_1's rmse: 4.78624 [18] valid_0's rmse: 4.74006 valid_1's rmse: 4.714 [19] valid_0's rmse: 4.68533 valid_1's rmse: 4.66119 [20] valid_0's rmse: 4.60657 valid_1's rmse: 4.5828 [21] valid_0's rmse: 4.55974 valid_1's rmse: 4.53755 [22] valid_0's rmse: 4.5214 valid_1's rmse: 4.50063 [23] valid_0's rmse: 4.46848 valid_1's rmse: 4.44894 [24] valid_0's rmse: 4.43232 valid_1's rmse: 4.41346 [25] valid_0's rmse: 4.38975 valid_1's rmse: 4.37168 [26] valid_0's rmse: 4.36146 valid_1's rmse: 4.34423 [27] valid_0's rmse: 4.33343 valid_1's rmse: 4.31636 [28] valid_0's rmse: 4.31402 valid_1's rmse: 4.29738 [29] valid_0's rmse: 4.29648 valid_1's rmse: 4.282 [30] valid_0's rmse: 4.27922 valid_1's rmse: 4.265 [31] valid_0's rmse: 4.2532 valid_1's rmse: 4.24042 [32] valid_0's rmse: 4.22312 valid_1's rmse: 4.21043 [33] valid_0's rmse: 4.2071 valid_1's rmse: 4.19545 [34] valid_0's rmse: 4.18422 valid_1's rmse: 4.17284 [35] valid_0's rmse: 4.16655 valid_1's rmse: 4.15571 [36] valid_0's rmse: 4.15663 valid_1's rmse: 4.14642 [37] valid_0's rmse: 4.14321 valid_1's rmse: 4.13361 [38] valid_0's rmse: 4.13483 valid_1's rmse: 4.12724 [39] valid_0's rmse: 4.119 valid_1's rmse: 4.11204 [40] 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rmse: 3.6613 [561] valid_0's rmse: 3.34979 valid_1's rmse: 3.66153 [562] valid_0's rmse: 3.34933 valid_1's rmse: 3.66164 [563] valid_0's rmse: 3.34907 valid_1's rmse: 3.66156 [564] valid_0's rmse: 3.34862 valid_1's rmse: 3.66178 [565] valid_0's rmse: 3.34795 valid_1's rmse: 3.66203 [566] valid_0's rmse: 3.34768 valid_1's rmse: 3.66198 [567] valid_0's rmse: 3.34713 valid_1's rmse: 3.66186 [568] valid_0's rmse: 3.34661 valid_1's rmse: 3.662 [569] valid_0's rmse: 3.34599 valid_1's rmse: 3.66167 [570] valid_0's rmse: 3.34541 valid_1's rmse: 3.66178 [571] valid_0's rmse: 3.34499 valid_1's rmse: 3.66181 [572] valid_0's rmse: 3.34467 valid_1's rmse: 3.66177 [573] valid_0's rmse: 3.34419 valid_1's rmse: 3.66176 [574] valid_0's rmse: 3.34376 valid_1's rmse: 3.66157 [575] valid_0's rmse: 3.34335 valid_1's rmse: 3.6614 [576] valid_0's rmse: 3.34307 valid_1's rmse: 3.66137 [577] valid_0's rmse: 3.3426 valid_1's rmse: 3.66131 [578] valid_0's rmse: 3.34217 valid_1's rmse: 3.66122 [579] valid_0's rmse: 3.34159 valid_1's rmse: 3.66098 [580] valid_0's rmse: 3.34103 valid_1's rmse: 3.66079 [581] valid_0's rmse: 3.3406 valid_1's rmse: 3.66089 [582] valid_0's rmse: 3.34013 valid_1's rmse: 3.66083 [583] valid_0's rmse: 3.33964 valid_1's rmse: 3.6607 [584] valid_0's rmse: 3.33907 valid_1's rmse: 3.66076 [585] valid_0's rmse: 3.33875 valid_1's rmse: 3.66058 [586] valid_0's rmse: 3.33854 valid_1's rmse: 3.66067 [587] valid_0's rmse: 3.33834 valid_1's rmse: 3.66068 [588] valid_0's rmse: 3.3379 valid_1's rmse: 3.66044 [589] valid_0's rmse: 3.33742 valid_1's rmse: 3.66025 [590] valid_0's rmse: 3.33686 valid_1's rmse: 3.66023 [591] valid_0's rmse: 3.33656 valid_1's rmse: 3.66024 [592] valid_0's rmse: 3.33612 valid_1's rmse: 3.6601 [593] valid_0's rmse: 3.33578 valid_1's rmse: 3.65994 [594] valid_0's rmse: 3.33511 valid_1's rmse: 3.6596 [595] valid_0's rmse: 3.33443 valid_1's rmse: 3.65929 [596] valid_0's rmse: 3.33388 valid_1's rmse: 3.65912 [597] valid_0's rmse: 3.3335 valid_1's rmse: 3.65904 [598] valid_0's rmse: 3.33307 valid_1's rmse: 3.65881 [599] valid_0's rmse: 3.33271 valid_1's rmse: 3.65876 [600] valid_0's rmse: 3.3324 valid_1's rmse: 3.65878 [601] valid_0's rmse: 3.33194 valid_1's rmse: 3.65878 [602] valid_0's rmse: 3.33144 valid_1's rmse: 3.65915 [603] valid_0's rmse: 3.33103 valid_1's rmse: 3.65895 [604] valid_0's rmse: 3.33056 valid_1's rmse: 3.65931 [605] valid_0's rmse: 3.33021 valid_1's rmse: 3.65914 [606] valid_0's rmse: 3.32984 valid_1's rmse: 3.65912 [607] valid_0's rmse: 3.32936 valid_1's rmse: 3.65896 [608] valid_0's rmse: 3.32888 valid_1's rmse: 3.65864 [609] valid_0's rmse: 3.32837 valid_1's rmse: 3.65869 [610] valid_0's rmse: 3.32783 valid_1's rmse: 3.65839 [611] valid_0's rmse: 3.32721 valid_1's rmse: 3.65802 [612] valid_0's rmse: 3.32699 valid_1's rmse: 3.65798 [613] valid_0's rmse: 3.32658 valid_1's rmse: 3.65811 [614] valid_0's rmse: 3.32618 valid_1's rmse: 3.65809 [615] valid_0's rmse: 3.32571 valid_1's rmse: 3.65797 [616] valid_0's rmse: 3.32529 valid_1's rmse: 3.65786 [617] valid_0's rmse: 3.32494 valid_1's rmse: 3.65803 [618] valid_0's rmse: 3.32457 valid_1's rmse: 3.65787 [619] valid_0's rmse: 3.32414 valid_1's rmse: 3.65791 [620] valid_0's rmse: 3.32373 valid_1's rmse: 3.6578 [621] valid_0's rmse: 3.32317 valid_1's rmse: 3.65744 [622] valid_0's rmse: 3.32285 valid_1's rmse: 3.6573 [623] valid_0's rmse: 3.32233 valid_1's rmse: 3.65726 [624] valid_0's rmse: 3.32184 valid_1's rmse: 3.65691 [625] valid_0's rmse: 3.32137 valid_1's rmse: 3.65679 [626] valid_0's rmse: 3.32085 valid_1's rmse: 3.65683 [627] valid_0's rmse: 3.32035 valid_1's rmse: 3.6566 [628] valid_0's rmse: 3.31993 valid_1's rmse: 3.65659 [629] valid_0's rmse: 3.31948 valid_1's rmse: 3.65664 [630] valid_0's rmse: 3.31901 valid_1's rmse: 3.6566 [631] valid_0's rmse: 3.31856 valid_1's rmse: 3.65629 [632] valid_0's rmse: 3.31814 valid_1's rmse: 3.65612 [633] valid_0's rmse: 3.31783 valid_1's rmse: 3.65604 [634] valid_0's rmse: 3.31744 valid_1's rmse: 3.65587 [635] valid_0's rmse: 3.31688 valid_1's rmse: 3.65584 [636] valid_0's rmse: 3.31647 valid_1's rmse: 3.65583 [637] valid_0's rmse: 3.31617 valid_1's rmse: 3.65581 [638] valid_0's rmse: 3.31572 valid_1's rmse: 3.65591 [639] valid_0's rmse: 3.31521 valid_1's rmse: 3.6556 [640] valid_0's rmse: 3.3146 valid_1's rmse: 3.65532 [641] valid_0's rmse: 3.31428 valid_1's rmse: 3.65522 [642] valid_0's rmse: 3.31374 valid_1's rmse: 3.65519 [643] valid_0's rmse: 3.31323 valid_1's rmse: 3.65539 [644] valid_0's rmse: 3.31281 valid_1's rmse: 3.65525 [645] valid_0's rmse: 3.31245 valid_1's rmse: 3.65525 [646] valid_0's rmse: 3.31207 valid_1's rmse: 3.65502 [647] valid_0's rmse: 3.31144 valid_1's rmse: 3.6547 [648] valid_0's rmse: 3.31113 valid_1's rmse: 3.65461 [649] valid_0's rmse: 3.31093 valid_1's rmse: 3.65468 [650] valid_0's rmse: 3.31063 valid_1's rmse: 3.65467 [651] valid_0's rmse: 3.3103 valid_1's rmse: 3.65451 [652] valid_0's rmse: 3.30972 valid_1's rmse: 3.65437 [653] valid_0's rmse: 3.30947 valid_1's rmse: 3.65449 [654] valid_0's rmse: 3.30915 valid_1's rmse: 3.65431 [655] valid_0's rmse: 3.30824 valid_1's rmse: 3.65423 [656] valid_0's rmse: 3.30794 valid_1's rmse: 3.65415 [657] valid_0's rmse: 3.30761 valid_1's rmse: 3.65416 [658] valid_0's rmse: 3.30705 valid_1's rmse: 3.65421 [659] valid_0's rmse: 3.3066 valid_1's rmse: 3.65381 [660] valid_0's rmse: 3.30627 valid_1's rmse: 3.65362 [661] valid_0's rmse: 3.30585 valid_1's rmse: 3.65351 [662] valid_0's rmse: 3.30537 valid_1's rmse: 3.65323 [663] valid_0's rmse: 3.30523 valid_1's rmse: 3.65324 [664] valid_0's rmse: 3.30512 valid_1's rmse: 3.65323 [665] valid_0's rmse: 3.30484 valid_1's rmse: 3.65318 [666] valid_0's rmse: 3.30445 valid_1's rmse: 3.65317 [667] valid_0's rmse: 3.30412 valid_1's rmse: 3.65329 [668] valid_0's rmse: 3.3038 valid_1's rmse: 3.65346 [669] valid_0's rmse: 3.30336 valid_1's rmse: 3.65333 [670] valid_0's rmse: 3.30317 valid_1's rmse: 3.65334 [671] valid_0's rmse: 3.30293 valid_1's rmse: 3.65339 [672] valid_0's rmse: 3.30262 valid_1's rmse: 3.65337 [673] valid_0's rmse: 3.30229 valid_1's rmse: 3.65335 [674] valid_0's rmse: 3.30184 valid_1's rmse: 3.65332 [675] valid_0's rmse: 3.30159 valid_1's rmse: 3.65328 [676] valid_0's rmse: 3.30117 valid_1's rmse: 3.65306 [677] valid_0's rmse: 3.30071 valid_1's rmse: 3.65302 [678] valid_0's rmse: 3.3004 valid_1's rmse: 3.65303 [679] valid_0's rmse: 3.29999 valid_1's rmse: 3.65285 [680] valid_0's rmse: 3.29947 valid_1's rmse: 3.6532 [681] valid_0's rmse: 3.29908 valid_1's rmse: 3.65324 [682] valid_0's rmse: 3.29881 valid_1's rmse: 3.65322 [683] valid_0's rmse: 3.29845 valid_1's rmse: 3.65309 [684] valid_0's rmse: 3.29814 valid_1's rmse: 3.65315 [685] valid_0's rmse: 3.29778 valid_1's rmse: 3.65314 [686] valid_0's rmse: 3.29745 valid_1's rmse: 3.65311 [687] valid_0's rmse: 3.29713 valid_1's rmse: 3.65307 [688] valid_0's rmse: 3.2967 valid_1's rmse: 3.65324 [689] valid_0's rmse: 3.29628 valid_1's rmse: 3.65331 [690] valid_0's rmse: 3.29583 valid_1's rmse: 3.65362 [691] valid_0's rmse: 3.29552 valid_1's rmse: 3.65353 [692] valid_0's rmse: 3.2952 valid_1's rmse: 3.65335 [693] valid_0's rmse: 3.2949 valid_1's rmse: 3.65323 [694] valid_0's rmse: 3.29446 valid_1's rmse: 3.65334 [695] valid_0's rmse: 3.29407 valid_1's rmse: 3.65321 [696] valid_0's rmse: 3.29377 valid_1's rmse: 3.65302 [697] valid_0's rmse: 3.29324 valid_1's rmse: 3.65293 [698] valid_0's rmse: 3.29288 valid_1's rmse: 3.65301 [699] valid_0's rmse: 3.29246 valid_1's rmse: 3.65316 Early stopping, best iteration is: [679] valid_0's rmse: 3.29999 valid_1's rmse: 3.65285 SCORE: 3.6528514505650267 [1] valid_0's rmse: 8.97727 valid_1's rmse: 8.93682 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38521 valid_1's rmse: 8.34599 [3] valid_0's rmse: 7.86113 valid_1's rmse: 7.8232 [4] valid_0's rmse: 7.39576 valid_1's rmse: 7.359 [5] valid_0's rmse: 6.99344 valid_1's rmse: 6.95767 [6] valid_0's rmse: 6.64621 valid_1's rmse: 6.61121 [7] valid_0's rmse: 6.35553 valid_1's rmse: 6.3214 [8] valid_0's rmse: 6.09301 valid_1's rmse: 6.05954 [9] valid_0's rmse: 5.86893 valid_1's rmse: 5.8365 [10] valid_0's rmse: 5.66454 valid_1's rmse: 5.63305 [11] valid_0's rmse: 5.50213 valid_1's rmse: 5.4719 [12] valid_0's rmse: 5.34586 valid_1's rmse: 5.3162 [13] valid_0's rmse: 5.21622 valid_1's rmse: 5.18753 [14] valid_0's rmse: 5.09821 valid_1's rmse: 5.0701 [15] valid_0's rmse: 4.97542 valid_1's rmse: 4.94762 [16] valid_0's rmse: 4.877 valid_1's rmse: 4.84974 [17] valid_0's rmse: 4.78913 valid_1's rmse: 4.76287 [18] valid_0's rmse: 4.72599 valid_1's rmse: 4.69964 [19] valid_0's rmse: 4.64796 valid_1's rmse: 4.62261 [20] valid_0's rmse: 4.58165 valid_1's rmse: 4.55665 [21] valid_0's rmse: 4.53503 valid_1's rmse: 4.51142 [22] valid_0's rmse: 4.50072 valid_1's rmse: 4.47873 [23] valid_0's rmse: 4.46761 valid_1's rmse: 4.44685 [24] valid_0's rmse: 4.43649 valid_1's rmse: 4.41702 [25] valid_0's rmse: 4.3961 valid_1's rmse: 4.37763 [26] valid_0's rmse: 4.36513 valid_1's rmse: 4.34735 [27] valid_0's rmse: 4.3419 valid_1's rmse: 4.32474 [28] valid_0's rmse: 4.30832 valid_1's rmse: 4.29156 [29] valid_0's rmse: 4.28642 valid_1's rmse: 4.2702 [30] valid_0's rmse: 4.26357 valid_1's rmse: 4.24768 [31] valid_0's rmse: 4.2428 valid_1's rmse: 4.22805 [32] valid_0's rmse: 4.21893 valid_1's rmse: 4.20459 [33] valid_0's rmse: 4.19947 valid_1's rmse: 4.18678 [34] valid_0's rmse: 4.17351 valid_1's rmse: 4.16152 [35] valid_0's rmse: 4.15312 valid_1's rmse: 4.14169 [36] valid_0's rmse: 4.13987 valid_1's rmse: 4.12996 [37] valid_0's rmse: 4.12549 valid_1's rmse: 4.11662 [38] valid_0's rmse: 4.11465 valid_1's rmse: 4.10769 [39] valid_0's rmse: 4.10872 valid_1's rmse: 4.10312 [40] valid_0's rmse: 4.09785 valid_1's rmse: 4.09291 [41] valid_0's rmse: 4.08619 valid_1's rmse: 4.08141 [42] valid_0's rmse: 4.07453 valid_1's rmse: 4.07064 [43] valid_0's rmse: 4.06857 valid_1's rmse: 4.06703 [44] valid_0's rmse: 4.05213 valid_1's rmse: 4.05055 [45] valid_0's rmse: 4.04101 valid_1's rmse: 4.04189 [46] valid_0's rmse: 4.035 valid_1's rmse: 4.03619 [47] valid_0's rmse: 4.03004 valid_1's rmse: 4.03293 [48] valid_0's rmse: 4.02076 valid_1's rmse: 4.0237 [49] valid_0's rmse: 4.01747 valid_1's rmse: 4.02169 [50] valid_0's rmse: 4.01017 valid_1's rmse: 4.01557 [51] valid_0's rmse: 4.00117 valid_1's rmse: 4.00879 [52] valid_0's rmse: 3.99532 valid_1's rmse: 4.00516 [53] valid_0's rmse: 3.99086 valid_1's rmse: 4.00153 [54] valid_0's rmse: 3.98369 valid_1's rmse: 3.99469 [55] valid_0's rmse: 3.97849 valid_1's rmse: 3.98945 [56] valid_0's rmse: 3.9743 valid_1's rmse: 3.98713 [57] valid_0's rmse: 3.97032 valid_1's rmse: 3.98406 [58] valid_0's rmse: 3.96582 valid_1's rmse: 3.98035 [59] valid_0's rmse: 3.96107 valid_1's rmse: 3.97671 [60] valid_0's rmse: 3.95337 valid_1's rmse: 3.96966 [61] valid_0's rmse: 3.94479 valid_1's rmse: 3.96154 [62] valid_0's rmse: 3.9413 valid_1's rmse: 3.95981 [63] valid_0's rmse: 3.93678 valid_1's rmse: 3.95618 [64] valid_0's rmse: 3.93139 valid_1's rmse: 3.95412 [65] valid_0's rmse: 3.92651 valid_1's rmse: 3.95074 [66] valid_0's rmse: 3.91952 valid_1's rmse: 3.94399 [67] valid_0's rmse: 3.91188 valid_1's rmse: 3.93702 [68] valid_0's rmse: 3.90846 valid_1's rmse: 3.93458 [69] valid_0's rmse: 3.90393 valid_1's rmse: 3.93038 [70] valid_0's rmse: 3.89415 valid_1's rmse: 3.92156 [71] valid_0's rmse: 3.88725 valid_1's rmse: 3.91474 [72] valid_0's rmse: 3.8824 valid_1's rmse: 3.91004 [73] valid_0's rmse: 3.87914 valid_1's rmse: 3.9078 [74] valid_0's rmse: 3.87529 valid_1's rmse: 3.90665 [75] valid_0's rmse: 3.87063 valid_1's rmse: 3.90224 [76] valid_0's rmse: 3.86702 valid_1's rmse: 3.89924 [77] valid_0's rmse: 3.86163 valid_1's rmse: 3.89484 [78] valid_0's rmse: 3.85962 valid_1's rmse: 3.89383 [79] valid_0's rmse: 3.85563 valid_1's rmse: 3.89023 [80] valid_0's rmse: 3.85031 valid_1's rmse: 3.88513 [81] valid_0's rmse: 3.84388 valid_1's rmse: 3.87918 [82] valid_0's rmse: 3.84106 valid_1's rmse: 3.87737 [83] valid_0's rmse: 3.83694 valid_1's rmse: 3.8739 [84] valid_0's rmse: 3.83402 valid_1's rmse: 3.87131 [85] valid_0's rmse: 3.83132 valid_1's rmse: 3.87014 [86] valid_0's rmse: 3.82879 valid_1's rmse: 3.86901 [87] valid_0's rmse: 3.82315 valid_1's rmse: 3.86333 [88] valid_0's rmse: 3.81896 valid_1's rmse: 3.85962 [89] valid_0's rmse: 3.81552 valid_1's rmse: 3.85657 [90] valid_0's rmse: 3.81304 valid_1's rmse: 3.85506 [91] valid_0's rmse: 3.81046 valid_1's rmse: 3.85412 [92] valid_0's rmse: 3.80785 valid_1's rmse: 3.8523 [93] valid_0's rmse: 3.80566 valid_1's rmse: 3.8515 [94] valid_0's rmse: 3.80218 valid_1's rmse: 3.84832 [95] valid_0's rmse: 3.79896 valid_1's rmse: 3.84687 [96] valid_0's rmse: 3.79417 valid_1's rmse: 3.84231 [97] valid_0's rmse: 3.7924 valid_1's rmse: 3.8418 [98] valid_0's rmse: 3.78871 valid_1's rmse: 3.83853 [99] valid_0's rmse: 3.78532 valid_1's rmse: 3.83533 [100] valid_0's rmse: 3.78253 valid_1's rmse: 3.83333 [101] valid_0's rmse: 3.78046 valid_1's rmse: 3.83232 [102] valid_0's rmse: 3.77667 valid_1's rmse: 3.82977 [103] valid_0's rmse: 3.77447 valid_1's rmse: 3.82924 [104] valid_0's rmse: 3.77022 valid_1's rmse: 3.82542 [105] valid_0's rmse: 3.76731 valid_1's rmse: 3.82291 [106] valid_0's rmse: 3.76424 valid_1's rmse: 3.82018 [107] valid_0's rmse: 3.76196 valid_1's rmse: 3.81842 [108] valid_0's rmse: 3.7594 valid_1's rmse: 3.81796 [109] valid_0's rmse: 3.7571 valid_1's rmse: 3.81735 [110] valid_0's rmse: 3.7537 valid_1's rmse: 3.81441 [111] valid_0's rmse: 3.75086 valid_1's rmse: 3.81205 [112] valid_0's rmse: 3.74735 valid_1's rmse: 3.80928 [113] valid_0's rmse: 3.74621 valid_1's rmse: 3.8087 [114] valid_0's rmse: 3.74416 valid_1's rmse: 3.80785 [115] valid_0's rmse: 3.74188 valid_1's rmse: 3.8077 [116] valid_0's rmse: 3.73883 valid_1's rmse: 3.80518 [117] valid_0's rmse: 3.73644 valid_1's rmse: 3.80304 [118] valid_0's rmse: 3.73466 valid_1's rmse: 3.80214 [119] valid_0's rmse: 3.73263 valid_1's rmse: 3.80079 [120] valid_0's rmse: 3.731 valid_1's rmse: 3.79997 [121] valid_0's rmse: 3.72873 valid_1's rmse: 3.79865 [122] valid_0's rmse: 3.72735 valid_1's rmse: 3.79785 [123] valid_0's rmse: 3.7256 valid_1's rmse: 3.79633 [124] valid_0's rmse: 3.72333 valid_1's rmse: 3.79496 [125] valid_0's rmse: 3.72081 valid_1's rmse: 3.79381 [126] valid_0's rmse: 3.71833 valid_1's rmse: 3.79196 [127] valid_0's rmse: 3.71651 valid_1's rmse: 3.79152 [128] valid_0's rmse: 3.71449 valid_1's rmse: 3.79054 [129] valid_0's rmse: 3.71228 valid_1's rmse: 3.78865 [130] valid_0's rmse: 3.70995 valid_1's rmse: 3.78657 [131] valid_0's rmse: 3.70754 valid_1's rmse: 3.78486 [132] valid_0's rmse: 3.7058 valid_1's rmse: 3.78409 [133] valid_0's rmse: 3.7043 valid_1's rmse: 3.78342 [134] valid_0's rmse: 3.7016 valid_1's rmse: 3.78066 [135] valid_0's rmse: 3.69952 valid_1's rmse: 3.77963 [136] valid_0's rmse: 3.69755 valid_1's rmse: 3.77826 [137] valid_0's rmse: 3.69533 valid_1's rmse: 3.778 [138] valid_0's rmse: 3.69384 valid_1's rmse: 3.7775 [139] valid_0's rmse: 3.69249 valid_1's rmse: 3.77693 [140] valid_0's rmse: 3.69151 valid_1's rmse: 3.77642 [141] valid_0's rmse: 3.6903 valid_1's rmse: 3.77601 [142] valid_0's rmse: 3.68812 valid_1's rmse: 3.77416 [143] valid_0's rmse: 3.68623 valid_1's rmse: 3.77311 [144] valid_0's rmse: 3.68485 valid_1's rmse: 3.77231 [145] valid_0's rmse: 3.68307 valid_1's rmse: 3.7717 [146] valid_0's rmse: 3.681 valid_1's rmse: 3.77057 [147] valid_0's rmse: 3.67948 valid_1's rmse: 3.76934 [148] valid_0's rmse: 3.67825 valid_1's rmse: 3.76883 [149] valid_0's rmse: 3.67681 valid_1's rmse: 3.7686 [150] valid_0's rmse: 3.67489 valid_1's rmse: 3.76653 [151] valid_0's rmse: 3.67355 valid_1's rmse: 3.76583 [152] valid_0's rmse: 3.67196 valid_1's rmse: 3.76476 [153] valid_0's rmse: 3.66986 valid_1's rmse: 3.76401 [154] valid_0's rmse: 3.66839 valid_1's rmse: 3.76414 [155] valid_0's rmse: 3.66599 valid_1's rmse: 3.76214 [156] valid_0's rmse: 3.66457 valid_1's rmse: 3.76108 [157] valid_0's rmse: 3.66271 valid_1's rmse: 3.76035 [158] valid_0's rmse: 3.66123 valid_1's rmse: 3.76028 [159] valid_0's rmse: 3.6593 valid_1's rmse: 3.75863 [160] valid_0's rmse: 3.65791 valid_1's rmse: 3.75835 [161] valid_0's rmse: 3.65686 valid_1's rmse: 3.758 [162] valid_0's rmse: 3.6557 valid_1's rmse: 3.75701 [163] valid_0's rmse: 3.65425 valid_1's rmse: 3.7562 [164] valid_0's rmse: 3.65339 valid_1's rmse: 3.75586 [165] valid_0's rmse: 3.65228 valid_1's rmse: 3.75544 [166] valid_0's rmse: 3.65131 valid_1's rmse: 3.75491 [167] valid_0's rmse: 3.64995 valid_1's rmse: 3.7543 [168] valid_0's rmse: 3.64892 valid_1's rmse: 3.75375 [169] valid_0's rmse: 3.64801 valid_1's rmse: 3.7538 [170] valid_0's rmse: 3.64671 valid_1's rmse: 3.75333 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valid_0's rmse: 3.44143 valid_1's rmse: 3.68418 [413] valid_0's rmse: 3.44075 valid_1's rmse: 3.68392 [414] valid_0's rmse: 3.44031 valid_1's rmse: 3.68365 [415] valid_0's rmse: 3.43923 valid_1's rmse: 3.68383 [416] valid_0's rmse: 3.43862 valid_1's rmse: 3.6836 [417] valid_0's rmse: 3.43812 valid_1's rmse: 3.68361 [418] valid_0's rmse: 3.43773 valid_1's rmse: 3.68353 [419] valid_0's rmse: 3.43744 valid_1's rmse: 3.68346 [420] valid_0's rmse: 3.43698 valid_1's rmse: 3.68342 [421] valid_0's rmse: 3.43652 valid_1's rmse: 3.68298 [422] valid_0's rmse: 3.43603 valid_1's rmse: 3.68305 [423] valid_0's rmse: 3.43509 valid_1's rmse: 3.68255 [424] valid_0's rmse: 3.43499 valid_1's rmse: 3.68246 [425] valid_0's rmse: 3.43453 valid_1's rmse: 3.68221 [426] valid_0's rmse: 3.43406 valid_1's rmse: 3.68198 [427] valid_0's rmse: 3.43356 valid_1's rmse: 3.68183 [428] valid_0's rmse: 3.43307 valid_1's rmse: 3.6817 [429] valid_0's rmse: 3.43215 valid_1's rmse: 3.68172 [430] valid_0's rmse: 3.43186 valid_1's rmse: 3.68166 [431] valid_0's rmse: 3.43085 valid_1's rmse: 3.6818 [432] valid_0's rmse: 3.43046 valid_1's rmse: 3.68182 [433] valid_0's rmse: 3.42996 valid_1's rmse: 3.68161 [434] valid_0's rmse: 3.42944 valid_1's rmse: 3.68131 [435] valid_0's rmse: 3.42881 valid_1's rmse: 3.68151 [436] valid_0's rmse: 3.42847 valid_1's rmse: 3.68159 [437] valid_0's rmse: 3.42812 valid_1's rmse: 3.68157 [438] valid_0's rmse: 3.42752 valid_1's rmse: 3.68133 [439] valid_0's rmse: 3.4271 valid_1's rmse: 3.68116 [440] valid_0's rmse: 3.42641 valid_1's rmse: 3.68075 [441] valid_0's rmse: 3.42567 valid_1's rmse: 3.68026 [442] valid_0's rmse: 3.42521 valid_1's rmse: 3.68036 [443] valid_0's rmse: 3.42472 valid_1's rmse: 3.68013 [444] valid_0's rmse: 3.42398 valid_1's rmse: 3.67959 [445] valid_0's rmse: 3.42336 valid_1's rmse: 3.67967 [446] valid_0's rmse: 3.42265 valid_1's rmse: 3.6795 [447] valid_0's rmse: 3.42191 valid_1's rmse: 3.67952 [448] valid_0's rmse: 3.42135 valid_1's rmse: 3.67929 [449] valid_0's rmse: 3.42095 valid_1's rmse: 3.67926 [450] valid_0's rmse: 3.4206 valid_1's rmse: 3.67912 [451] valid_0's rmse: 3.42028 valid_1's rmse: 3.67904 [452] valid_0's rmse: 3.41947 valid_1's rmse: 3.67832 [453] valid_0's rmse: 3.41887 valid_1's rmse: 3.67829 [454] valid_0's rmse: 3.41842 valid_1's rmse: 3.67809 [455] valid_0's rmse: 3.41779 valid_1's rmse: 3.67803 [456] valid_0's rmse: 3.4173 valid_1's rmse: 3.6781 [457] valid_0's rmse: 3.4167 valid_1's rmse: 3.67819 [458] valid_0's rmse: 3.41584 valid_1's rmse: 3.67755 [459] valid_0's rmse: 3.41538 valid_1's rmse: 3.67738 [460] valid_0's rmse: 3.41498 valid_1's rmse: 3.67713 [461] valid_0's rmse: 3.41454 valid_1's rmse: 3.67701 [462] valid_0's rmse: 3.41435 valid_1's rmse: 3.677 [463] valid_0's rmse: 3.41389 valid_1's rmse: 3.67683 [464] valid_0's rmse: 3.41341 valid_1's rmse: 3.67694 [465] valid_0's rmse: 3.41283 valid_1's rmse: 3.6765 [466] valid_0's rmse: 3.41197 valid_1's rmse: 3.67564 [467] valid_0's rmse: 3.41153 valid_1's rmse: 3.67585 [468] valid_0's rmse: 3.41118 valid_1's rmse: 3.6757 [469] valid_0's rmse: 3.41067 valid_1's rmse: 3.67551 [470] valid_0's rmse: 3.41017 valid_1's rmse: 3.67546 [471] valid_0's rmse: 3.40965 valid_1's rmse: 3.67544 [472] valid_0's rmse: 3.40915 valid_1's rmse: 3.67533 [473] valid_0's rmse: 3.40811 valid_1's rmse: 3.6746 [474] valid_0's rmse: 3.40766 valid_1's rmse: 3.67468 [475] valid_0's rmse: 3.40692 valid_1's rmse: 3.67464 [476] valid_0's rmse: 3.40631 valid_1's rmse: 3.67485 [477] valid_0's rmse: 3.40581 valid_1's rmse: 3.67498 [478] valid_0's rmse: 3.40532 valid_1's rmse: 3.6749 [479] valid_0's rmse: 3.4046 valid_1's rmse: 3.67461 [480] valid_0's rmse: 3.40357 valid_1's rmse: 3.67409 [481] valid_0's rmse: 3.40293 valid_1's rmse: 3.67398 [482] valid_0's rmse: 3.40235 valid_1's rmse: 3.67407 [483] valid_0's rmse: 3.40183 valid_1's rmse: 3.6739 [484] valid_0's rmse: 3.40137 valid_1's rmse: 3.67376 [485] valid_0's rmse: 3.40092 valid_1's rmse: 3.67363 [486] valid_0's rmse: 3.40006 valid_1's rmse: 3.67345 [487] valid_0's rmse: 3.39975 valid_1's rmse: 3.67344 [488] valid_0's rmse: 3.3995 valid_1's rmse: 3.67342 [489] valid_0's rmse: 3.39908 valid_1's rmse: 3.67315 [490] valid_0's rmse: 3.39811 valid_1's rmse: 3.67244 [491] valid_0's rmse: 3.39757 valid_1's rmse: 3.67241 [492] valid_0's rmse: 3.3972 valid_1's rmse: 3.67224 [493] valid_0's rmse: 3.39675 valid_1's rmse: 3.67211 [494] valid_0's rmse: 3.39654 valid_1's rmse: 3.67213 [495] valid_0's rmse: 3.39618 valid_1's rmse: 3.67207 [496] valid_0's rmse: 3.39571 valid_1's rmse: 3.67199 [497] valid_0's rmse: 3.3951 valid_1's rmse: 3.67188 [498] valid_0's rmse: 3.39461 valid_1's rmse: 3.67166 [499] valid_0's rmse: 3.39411 valid_1's rmse: 3.67153 [500] valid_0's rmse: 3.39359 valid_1's rmse: 3.67136 [501] valid_0's rmse: 3.39307 valid_1's rmse: 3.67123 [502] valid_0's rmse: 3.39282 valid_1's rmse: 3.67121 [503] valid_0's rmse: 3.39231 valid_1's rmse: 3.6711 [504] valid_0's rmse: 3.39198 valid_1's rmse: 3.671 [505] valid_0's rmse: 3.39104 valid_1's rmse: 3.67135 [506] valid_0's rmse: 3.39046 valid_1's rmse: 3.67136 [507] valid_0's rmse: 3.39002 valid_1's rmse: 3.67115 [508] valid_0's rmse: 3.38959 valid_1's rmse: 3.671 [509] valid_0's rmse: 3.38922 valid_1's rmse: 3.67093 [510] valid_0's rmse: 3.38872 valid_1's rmse: 3.67098 [511] valid_0's rmse: 3.38832 valid_1's rmse: 3.67092 [512] valid_0's rmse: 3.38798 valid_1's rmse: 3.67083 [513] valid_0's rmse: 3.38749 valid_1's rmse: 3.67091 [514] valid_0's rmse: 3.38717 valid_1's rmse: 3.67094 [515] valid_0's rmse: 3.38668 valid_1's rmse: 3.67072 [516] valid_0's rmse: 3.38635 valid_1's rmse: 3.67056 [517] valid_0's rmse: 3.38591 valid_1's rmse: 3.67049 [518] valid_0's rmse: 3.3855 valid_1's rmse: 3.67032 [519] valid_0's rmse: 3.38489 valid_1's rmse: 3.66992 [520] valid_0's rmse: 3.38434 valid_1's rmse: 3.66969 [521] valid_0's rmse: 3.38356 valid_1's rmse: 3.66938 [522] valid_0's rmse: 3.38319 valid_1's rmse: 3.66925 [523] valid_0's rmse: 3.38265 valid_1's rmse: 3.669 [524] valid_0's rmse: 3.38237 valid_1's rmse: 3.66903 [525] valid_0's rmse: 3.38191 valid_1's rmse: 3.66902 [526] valid_0's rmse: 3.38128 valid_1's rmse: 3.66898 [527] valid_0's rmse: 3.38088 valid_1's rmse: 3.66882 [528] valid_0's rmse: 3.38057 valid_1's rmse: 3.66893 [529] valid_0's rmse: 3.37997 valid_1's rmse: 3.66884 [530] valid_0's rmse: 3.37954 valid_1's rmse: 3.66873 [531] valid_0's rmse: 3.37903 valid_1's rmse: 3.66843 [532] valid_0's rmse: 3.37869 valid_1's rmse: 3.66826 [533] valid_0's rmse: 3.37819 valid_1's rmse: 3.6683 [534] valid_0's rmse: 3.37779 valid_1's rmse: 3.66833 [535] valid_0's rmse: 3.37755 valid_1's rmse: 3.66822 [536] valid_0's rmse: 3.37704 valid_1's rmse: 3.66823 [537] valid_0's rmse: 3.37655 valid_1's rmse: 3.66799 [538] valid_0's rmse: 3.37598 valid_1's rmse: 3.66791 [539] valid_0's rmse: 3.37554 valid_1's rmse: 3.66779 [540] valid_0's rmse: 3.37512 valid_1's rmse: 3.66773 [541] valid_0's rmse: 3.37486 valid_1's rmse: 3.66762 [542] valid_0's rmse: 3.37454 valid_1's rmse: 3.66756 [543] valid_0's rmse: 3.37427 valid_1's rmse: 3.66757 [544] valid_0's rmse: 3.37394 valid_1's rmse: 3.66741 [545] valid_0's rmse: 3.37347 valid_1's rmse: 3.66737 [546] valid_0's rmse: 3.37311 valid_1's rmse: 3.66735 [547] valid_0's rmse: 3.37274 valid_1's rmse: 3.66726 [548] valid_0's rmse: 3.3719 valid_1's rmse: 3.667 [549] valid_0's rmse: 3.37153 valid_1's rmse: 3.66685 [550] valid_0's rmse: 3.37106 valid_1's rmse: 3.66684 [551] valid_0's rmse: 3.37062 valid_1's rmse: 3.66664 [552] valid_0's rmse: 3.3703 valid_1's rmse: 3.6665 [553] valid_0's rmse: 3.36968 valid_1's rmse: 3.66628 [554] valid_0's rmse: 3.36912 valid_1's rmse: 3.66631 [555] valid_0's rmse: 3.36855 valid_1's rmse: 3.66638 [556] valid_0's rmse: 3.36827 valid_1's rmse: 3.6664 [557] valid_0's rmse: 3.36785 valid_1's rmse: 3.66635 [558] valid_0's rmse: 3.36741 valid_1's rmse: 3.66617 [559] valid_0's rmse: 3.36703 valid_1's rmse: 3.66622 [560] valid_0's rmse: 3.36661 valid_1's rmse: 3.66611 [561] valid_0's rmse: 3.36615 valid_1's rmse: 3.66624 [562] valid_0's rmse: 3.36578 valid_1's rmse: 3.66635 [563] valid_0's rmse: 3.36524 valid_1's rmse: 3.66618 [564] valid_0's rmse: 3.36441 valid_1's rmse: 3.66625 [565] valid_0's rmse: 3.36377 valid_1's rmse: 3.66619 [566] valid_0's rmse: 3.36304 valid_1's rmse: 3.66598 [567] valid_0's rmse: 3.36257 valid_1's rmse: 3.66572 [568] valid_0's rmse: 3.3622 valid_1's rmse: 3.66575 [569] valid_0's rmse: 3.36199 valid_1's rmse: 3.66576 [570] valid_0's rmse: 3.36147 valid_1's rmse: 3.66576 [571] valid_0's rmse: 3.36111 valid_1's rmse: 3.66571 [572] valid_0's rmse: 3.3587 valid_1's rmse: 3.6634 [573] valid_0's rmse: 3.35811 valid_1's rmse: 3.66352 [574] valid_0's rmse: 3.35767 valid_1's rmse: 3.66344 [575] valid_0's rmse: 3.35728 valid_1's rmse: 3.66339 [576] valid_0's rmse: 3.3569 valid_1's rmse: 3.66331 [577] valid_0's rmse: 3.35644 valid_1's rmse: 3.66321 [578] valid_0's rmse: 3.35546 valid_1's rmse: 3.66276 [579] valid_0's rmse: 3.35446 valid_1's rmse: 3.66199 [580] valid_0's rmse: 3.35404 valid_1's rmse: 3.66194 [581] valid_0's rmse: 3.35355 valid_1's rmse: 3.66181 [582] valid_0's rmse: 3.35305 valid_1's rmse: 3.662 [583] valid_0's rmse: 3.35262 valid_1's rmse: 3.66204 [584] valid_0's rmse: 3.35227 valid_1's rmse: 3.66204 [585] valid_0's rmse: 3.3518 valid_1's rmse: 3.66202 [586] valid_0's rmse: 3.35138 valid_1's rmse: 3.66183 [587] valid_0's rmse: 3.3511 valid_1's rmse: 3.66165 [588] valid_0's rmse: 3.35076 valid_1's rmse: 3.66165 [589] valid_0's rmse: 3.35053 valid_1's rmse: 3.66167 [590] valid_0's rmse: 3.35012 valid_1's rmse: 3.6617 [591] valid_0's rmse: 3.34986 valid_1's rmse: 3.66164 [592] valid_0's rmse: 3.34945 valid_1's rmse: 3.66143 [593] valid_0's rmse: 3.34896 valid_1's rmse: 3.66157 [594] valid_0's rmse: 3.34862 valid_1's rmse: 3.66164 [595] valid_0's rmse: 3.34802 valid_1's rmse: 3.66179 [596] valid_0's rmse: 3.34742 valid_1's rmse: 3.66154 [597] valid_0's rmse: 3.3471 valid_1's rmse: 3.66145 [598] valid_0's rmse: 3.34666 valid_1's rmse: 3.66132 [599] valid_0's rmse: 3.34632 valid_1's rmse: 3.66121 [600] valid_0's rmse: 3.34582 valid_1's rmse: 3.66117 [601] valid_0's rmse: 3.3455 valid_1's rmse: 3.66099 [602] valid_0's rmse: 3.34506 valid_1's rmse: 3.66071 [603] valid_0's rmse: 3.34465 valid_1's rmse: 3.66066 [604] valid_0's rmse: 3.34403 valid_1's rmse: 3.66021 [605] valid_0's rmse: 3.34371 valid_1's rmse: 3.66003 [606] valid_0's rmse: 3.34326 valid_1's rmse: 3.65986 [607] valid_0's rmse: 3.34266 valid_1's rmse: 3.65952 [608] valid_0's rmse: 3.34206 valid_1's rmse: 3.65916 [609] valid_0's rmse: 3.3414 valid_1's rmse: 3.65862 [610] valid_0's rmse: 3.34083 valid_1's rmse: 3.65853 [611] valid_0's rmse: 3.34046 valid_1's rmse: 3.65859 [612] valid_0's rmse: 3.3399 valid_1's rmse: 3.65851 [613] valid_0's rmse: 3.3392 valid_1's rmse: 3.65811 [614] valid_0's rmse: 3.33876 valid_1's rmse: 3.65802 [615] valid_0's rmse: 3.33834 valid_1's rmse: 3.65786 [616] valid_0's rmse: 3.33818 valid_1's rmse: 3.6578 [617] valid_0's rmse: 3.33806 valid_1's rmse: 3.65777 [618] valid_0's rmse: 3.33784 valid_1's rmse: 3.6577 [619] valid_0's rmse: 3.3373 valid_1's rmse: 3.6575 [620] valid_0's rmse: 3.33664 valid_1's rmse: 3.65719 [621] valid_0's rmse: 3.33603 valid_1's rmse: 3.65684 [622] valid_0's rmse: 3.33571 valid_1's rmse: 3.65681 [623] valid_0's rmse: 3.33549 valid_1's rmse: 3.65671 [624] valid_0's rmse: 3.33506 valid_1's rmse: 3.65687 [625] valid_0's rmse: 3.33447 valid_1's rmse: 3.65662 [626] valid_0's rmse: 3.33416 valid_1's rmse: 3.65646 [627] valid_0's rmse: 3.33385 valid_1's rmse: 3.65636 [628] valid_0's rmse: 3.33295 valid_1's rmse: 3.65603 [629] valid_0's rmse: 3.3326 valid_1's rmse: 3.65607 [630] valid_0's rmse: 3.33222 valid_1's rmse: 3.65576 [631] valid_0's rmse: 3.33193 valid_1's rmse: 3.65579 [632] valid_0's rmse: 3.3316 valid_1's rmse: 3.65573 [633] valid_0's rmse: 3.33127 valid_1's rmse: 3.65576 [634] valid_0's rmse: 3.3308 valid_1's rmse: 3.65576 [635] valid_0's rmse: 3.33047 valid_1's rmse: 3.65575 [636] valid_0's rmse: 3.33023 valid_1's rmse: 3.65569 [637] valid_0's rmse: 3.32979 valid_1's rmse: 3.65571 [638] valid_0's rmse: 3.3292 valid_1's rmse: 3.65535 [639] valid_0's rmse: 3.32879 valid_1's rmse: 3.65535 [640] valid_0's rmse: 3.32817 valid_1's rmse: 3.65513 [641] valid_0's rmse: 3.32787 valid_1's rmse: 3.65526 [642] valid_0's rmse: 3.32733 valid_1's rmse: 3.65519 [643] valid_0's rmse: 3.32672 valid_1's rmse: 3.65491 [644] valid_0's rmse: 3.3265 valid_1's rmse: 3.65478 [645] valid_0's rmse: 3.32622 valid_1's rmse: 3.65483 [646] valid_0's rmse: 3.32591 valid_1's rmse: 3.65487 [647] valid_0's rmse: 3.32562 valid_1's rmse: 3.65483 [648] valid_0's rmse: 3.32504 valid_1's rmse: 3.65511 [649] valid_0's rmse: 3.32467 valid_1's rmse: 3.65509 [650] valid_0's rmse: 3.32436 valid_1's rmse: 3.65504 [651] valid_0's rmse: 3.32425 valid_1's rmse: 3.65502 [652] valid_0's rmse: 3.32382 valid_1's rmse: 3.6554 [653] valid_0's rmse: 3.32357 valid_1's rmse: 3.65535 [654] valid_0's rmse: 3.32313 valid_1's rmse: 3.6552 [655] valid_0's rmse: 3.32289 valid_1's rmse: 3.6552 [656] valid_0's rmse: 3.32269 valid_1's rmse: 3.65515 [657] valid_0's rmse: 3.32215 valid_1's rmse: 3.65515 [658] valid_0's rmse: 3.3218 valid_1's rmse: 3.65507 [659] valid_0's rmse: 3.32149 valid_1's rmse: 3.65506 [660] valid_0's rmse: 3.32122 valid_1's rmse: 3.65507 [661] valid_0's rmse: 3.32093 valid_1's rmse: 3.65512 [662] valid_0's rmse: 3.32052 valid_1's rmse: 3.65507 [663] valid_0's rmse: 3.32001 valid_1's rmse: 3.65509 [664] valid_0's rmse: 3.31972 valid_1's rmse: 3.65503 Early stopping, best iteration is: [644] valid_0's rmse: 3.3265 valid_1's rmse: 3.65478 SCORE: 3.6547797227002703 [1] valid_0's rmse: 8.96588 valid_1's rmse: 8.92506 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37602 valid_1's rmse: 8.33658 [3] valid_0's rmse: 7.84874 valid_1's rmse: 7.81053 [4] valid_0's rmse: 7.38054 valid_1's rmse: 7.34411 [5] valid_0's rmse: 6.98494 valid_1's rmse: 6.94992 [6] valid_0's rmse: 6.63647 valid_1's rmse: 6.60265 [7] valid_0's rmse: 6.35367 valid_1's rmse: 6.32197 [8] valid_0's rmse: 6.09124 valid_1's rmse: 6.06033 [9] valid_0's rmse: 5.85615 valid_1's rmse: 5.82608 [10] valid_0's rmse: 5.66075 valid_1's rmse: 5.63192 [11] valid_0's rmse: 5.492 valid_1's rmse: 5.46383 [12] valid_0's rmse: 5.34008 valid_1's rmse: 5.31337 [13] valid_0's rmse: 5.21518 valid_1's rmse: 5.18938 [14] valid_0's rmse: 5.10236 valid_1's rmse: 5.07773 [15] valid_0's rmse: 4.98701 valid_1's rmse: 4.96286 [16] valid_0's rmse: 4.88236 valid_1's rmse: 4.85853 [17] valid_0's rmse: 4.7959 valid_1's rmse: 4.77293 [18] valid_0's rmse: 4.73425 valid_1's rmse: 4.71126 [19] valid_0's rmse: 4.65634 valid_1's rmse: 4.63424 [20] valid_0's rmse: 4.59432 valid_1's rmse: 4.57202 [21] valid_0's rmse: 4.54984 valid_1's rmse: 4.52938 [22] valid_0's rmse: 4.51225 valid_1's rmse: 4.49358 [23] valid_0's rmse: 4.4786 valid_1's rmse: 4.46067 [24] valid_0's rmse: 4.44797 valid_1's rmse: 4.43199 [25] valid_0's rmse: 4.40942 valid_1's rmse: 4.3942 [26] valid_0's rmse: 4.38405 valid_1's rmse: 4.36934 [27] valid_0's rmse: 4.3477 valid_1's rmse: 4.33354 [28] valid_0's rmse: 4.31157 valid_1's rmse: 4.29782 [29] valid_0's rmse: 4.29157 valid_1's rmse: 4.27841 [30] valid_0's rmse: 4.2754 valid_1's rmse: 4.26268 [31] valid_0's rmse: 4.25341 valid_1's rmse: 4.24154 [32] valid_0's rmse: 4.22579 valid_1's rmse: 4.21466 [33] valid_0's rmse: 4.21061 valid_1's rmse: 4.19959 [34] valid_0's rmse: 4.18643 valid_1's rmse: 4.17576 [35] valid_0's rmse: 4.16441 valid_1's rmse: 4.15451 [36] valid_0's rmse: 4.1569 valid_1's rmse: 4.14714 [37] valid_0's rmse: 4.14293 valid_1's rmse: 4.13489 [38] valid_0's rmse: 4.13264 valid_1's rmse: 4.12706 [39] valid_0's rmse: 4.1248 valid_1's rmse: 4.12052 [40] valid_0's rmse: 4.11343 valid_1's rmse: 4.11024 [41] valid_0's rmse: 4.10174 valid_1's rmse: 4.09877 [42] valid_0's rmse: 4.09508 valid_1's rmse: 4.09497 [43] valid_0's rmse: 4.08306 valid_1's rmse: 4.08385 [44] valid_0's rmse: 4.07187 valid_1's rmse: 4.07298 [45] valid_0's rmse: 4.0623 valid_1's rmse: 4.06646 [46] valid_0's rmse: 4.05687 valid_1's rmse: 4.06196 [47] valid_0's rmse: 4.05151 valid_1's rmse: 4.05825 [48] valid_0's rmse: 4.04097 valid_1's rmse: 4.04817 [49] valid_0's rmse: 4.03757 valid_1's rmse: 4.04609 [50] valid_0's rmse: 4.02918 valid_1's rmse: 4.03856 [51] valid_0's rmse: 4.01861 valid_1's rmse: 4.02798 [52] valid_0's rmse: 4.01201 valid_1's rmse: 4.02253 [53] valid_0's rmse: 4.00661 valid_1's rmse: 4.01828 [54] valid_0's rmse: 3.99971 valid_1's rmse: 4.01215 [55] valid_0's rmse: 3.99393 valid_1's rmse: 4.00739 [56] valid_0's rmse: 3.98877 valid_1's rmse: 4.00293 [57] valid_0's rmse: 3.98189 valid_1's rmse: 3.99654 [58] valid_0's rmse: 3.9767 valid_1's rmse: 3.99287 [59] valid_0's rmse: 3.97296 valid_1's rmse: 3.98916 [60] valid_0's rmse: 3.96713 valid_1's rmse: 3.984 [61] valid_0's rmse: 3.95818 valid_1's rmse: 3.9754 [62] valid_0's rmse: 3.95168 valid_1's rmse: 3.96996 [63] valid_0's rmse: 3.9467 valid_1's rmse: 3.96544 [64] valid_0's rmse: 3.94212 valid_1's rmse: 3.96264 [65] valid_0's rmse: 3.93742 valid_1's rmse: 3.95841 [66] valid_0's rmse: 3.933 valid_1's rmse: 3.95495 [67] valid_0's rmse: 3.92568 valid_1's rmse: 3.94851 [68] valid_0's rmse: 3.92026 valid_1's rmse: 3.94428 [69] valid_0's rmse: 3.91359 valid_1's rmse: 3.93867 [70] valid_0's rmse: 3.91018 valid_1's rmse: 3.93741 [71] valid_0's rmse: 3.90626 valid_1's rmse: 3.93342 [72] valid_0's rmse: 3.90145 valid_1's rmse: 3.92955 [73] valid_0's rmse: 3.89742 valid_1's rmse: 3.9258 [74] valid_0's rmse: 3.89395 valid_1's rmse: 3.9228 [75] valid_0's rmse: 3.8888 valid_1's rmse: 3.9187 [76] valid_0's rmse: 3.88533 valid_1's rmse: 3.91578 [77] valid_0's rmse: 3.8801 valid_1's rmse: 3.91095 [78] 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[97] valid_0's rmse: 3.80325 valid_1's rmse: 3.84766 [98] valid_0's rmse: 3.80103 valid_1's rmse: 3.84585 [99] valid_0's rmse: 3.79907 valid_1's rmse: 3.84528 [100] valid_0's rmse: 3.79674 valid_1's rmse: 3.8435 [101] valid_0's rmse: 3.79311 valid_1's rmse: 3.84037 [102] valid_0's rmse: 3.78967 valid_1's rmse: 3.83716 [103] valid_0's rmse: 3.78468 valid_1's rmse: 3.83264 [104] valid_0's rmse: 3.78123 valid_1's rmse: 3.82967 [105] valid_0's rmse: 3.77892 valid_1's rmse: 3.82902 [106] valid_0's rmse: 3.77529 valid_1's rmse: 3.82577 [107] valid_0's rmse: 3.77232 valid_1's rmse: 3.82403 [108] valid_0's rmse: 3.76966 valid_1's rmse: 3.82306 [109] valid_0's rmse: 3.76779 valid_1's rmse: 3.82265 [110] valid_0's rmse: 3.76513 valid_1's rmse: 3.8204 [111] valid_0's rmse: 3.76333 valid_1's rmse: 3.81965 [112] valid_0's rmse: 3.76075 valid_1's rmse: 3.81777 [113] valid_0's rmse: 3.75859 valid_1's rmse: 3.81626 [114] valid_0's rmse: 3.75734 valid_1's rmse: 3.81556 [115] valid_0's rmse: 3.75562 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valid_0's rmse: 3.37111 valid_1's rmse: 3.6661 [580] valid_0's rmse: 3.37079 valid_1's rmse: 3.66597 [581] valid_0's rmse: 3.37039 valid_1's rmse: 3.66589 [582] valid_0's rmse: 3.36982 valid_1's rmse: 3.66579 [583] valid_0's rmse: 3.36941 valid_1's rmse: 3.66533 [584] valid_0's rmse: 3.369 valid_1's rmse: 3.6652 [585] valid_0's rmse: 3.36857 valid_1's rmse: 3.66502 [586] valid_0's rmse: 3.36845 valid_1's rmse: 3.66506 [587] valid_0's rmse: 3.36829 valid_1's rmse: 3.66506 [588] valid_0's rmse: 3.36797 valid_1's rmse: 3.6649 [589] valid_0's rmse: 3.36782 valid_1's rmse: 3.66478 [590] valid_0's rmse: 3.36745 valid_1's rmse: 3.66468 [591] valid_0's rmse: 3.36704 valid_1's rmse: 3.66493 [592] valid_0's rmse: 3.36669 valid_1's rmse: 3.66481 [593] valid_0's rmse: 3.36637 valid_1's rmse: 3.66473 [594] valid_0's rmse: 3.36597 valid_1's rmse: 3.66475 [595] valid_0's rmse: 3.36547 valid_1's rmse: 3.66465 [596] valid_0's rmse: 3.36497 valid_1's rmse: 3.66445 [597] valid_0's rmse: 3.36442 valid_1's rmse: 3.66415 [598] valid_0's rmse: 3.36398 valid_1's rmse: 3.66417 [599] valid_0's rmse: 3.3638 valid_1's rmse: 3.66417 [600] valid_0's rmse: 3.36335 valid_1's rmse: 3.66414 [601] valid_0's rmse: 3.36281 valid_1's rmse: 3.66402 [602] valid_0's rmse: 3.36252 valid_1's rmse: 3.664 [603] valid_0's rmse: 3.36212 valid_1's rmse: 3.66399 [604] valid_0's rmse: 3.36175 valid_1's rmse: 3.66396 [605] valid_0's rmse: 3.36111 valid_1's rmse: 3.66383 [606] valid_0's rmse: 3.36078 valid_1's rmse: 3.66377 [607] valid_0's rmse: 3.36022 valid_1's rmse: 3.66375 [608] valid_0's rmse: 3.35975 valid_1's rmse: 3.66356 [609] valid_0's rmse: 3.35948 valid_1's rmse: 3.66365 [610] valid_0's rmse: 3.3592 valid_1's rmse: 3.66373 [611] valid_0's rmse: 3.35893 valid_1's rmse: 3.66367 [612] valid_0's rmse: 3.35856 valid_1's rmse: 3.66353 [613] valid_0's rmse: 3.35834 valid_1's rmse: 3.66343 [614] valid_0's rmse: 3.35809 valid_1's rmse: 3.66331 [615] valid_0's rmse: 3.35777 valid_1's rmse: 3.66325 [616] valid_0's rmse: 3.35732 valid_1's rmse: 3.66362 [617] valid_0's rmse: 3.35699 valid_1's rmse: 3.66355 [618] valid_0's rmse: 3.3565 valid_1's rmse: 3.66361 [619] valid_0's rmse: 3.35612 valid_1's rmse: 3.66344 [620] valid_0's rmse: 3.35578 valid_1's rmse: 3.66357 [621] valid_0's rmse: 3.35549 valid_1's rmse: 3.66317 [622] valid_0's rmse: 3.3546 valid_1's rmse: 3.66258 [623] valid_0's rmse: 3.35428 valid_1's rmse: 3.66242 [624] valid_0's rmse: 3.35386 valid_1's rmse: 3.66229 [625] valid_0's rmse: 3.35359 valid_1's rmse: 3.66224 [626] valid_0's rmse: 3.35329 valid_1's rmse: 3.662 [627] valid_0's rmse: 3.35284 valid_1's rmse: 3.66181 [628] valid_0's rmse: 3.35254 valid_1's rmse: 3.66163 [629] valid_0's rmse: 3.35211 valid_1's rmse: 3.66144 [630] valid_0's rmse: 3.35167 valid_1's rmse: 3.66135 [631] valid_0's rmse: 3.35155 valid_1's rmse: 3.66128 [632] valid_0's rmse: 3.35126 valid_1's rmse: 3.66129 [633] valid_0's rmse: 3.35109 valid_1's rmse: 3.66123 [634] valid_0's rmse: 3.3507 valid_1's rmse: 3.66129 [635] valid_0's rmse: 3.3505 valid_1's rmse: 3.66129 [636] valid_0's rmse: 3.35018 valid_1's rmse: 3.66103 [637] valid_0's rmse: 3.34987 valid_1's rmse: 3.66094 [638] valid_0's rmse: 3.34936 valid_1's rmse: 3.66089 [639] valid_0's rmse: 3.34895 valid_1's rmse: 3.66091 [640] valid_0's rmse: 3.34868 valid_1's rmse: 3.66094 [641] valid_0's rmse: 3.34825 valid_1's rmse: 3.66101 [642] valid_0's rmse: 3.34784 valid_1's rmse: 3.66095 [643] valid_0's rmse: 3.34762 valid_1's rmse: 3.66088 [644] valid_0's rmse: 3.34735 valid_1's rmse: 3.66075 [645] valid_0's rmse: 3.34706 valid_1's rmse: 3.6608 [646] valid_0's rmse: 3.34684 valid_1's rmse: 3.66079 [647] valid_0's rmse: 3.34652 valid_1's rmse: 3.66062 [648] valid_0's rmse: 3.34601 valid_1's rmse: 3.66079 [649] valid_0's rmse: 3.34566 valid_1's rmse: 3.66089 [650] valid_0's rmse: 3.34517 valid_1's rmse: 3.66091 [651] valid_0's rmse: 3.34454 valid_1's rmse: 3.66078 [652] valid_0's rmse: 3.34412 valid_1's rmse: 3.66076 [653] valid_0's rmse: 3.34391 valid_1's rmse: 3.66071 [654] valid_0's rmse: 3.34362 valid_1's rmse: 3.66057 [655] valid_0's rmse: 3.34289 valid_1's rmse: 3.66071 [656] valid_0's rmse: 3.34258 valid_1's rmse: 3.66066 [657] valid_0's rmse: 3.34233 valid_1's rmse: 3.66058 [658] valid_0's rmse: 3.34216 valid_1's rmse: 3.66055 [659] valid_0's rmse: 3.34193 valid_1's rmse: 3.66052 [660] valid_0's rmse: 3.34155 valid_1's rmse: 3.66043 [661] valid_0's rmse: 3.3412 valid_1's rmse: 3.6605 [662] valid_0's rmse: 3.34088 valid_1's rmse: 3.66034 [663] valid_0's rmse: 3.34068 valid_1's rmse: 3.66027 [664] valid_0's rmse: 3.34044 valid_1's rmse: 3.66029 [665] valid_0's rmse: 3.33997 valid_1's rmse: 3.66022 [666] valid_0's rmse: 3.33945 valid_1's rmse: 3.66023 [667] valid_0's rmse: 3.33917 valid_1's rmse: 3.66013 [668] valid_0's rmse: 3.33873 valid_1's rmse: 3.66019 [669] valid_0's rmse: 3.33848 valid_1's rmse: 3.66021 [670] valid_0's rmse: 3.33809 valid_1's rmse: 3.66051 [671] valid_0's rmse: 3.33771 valid_1's rmse: 3.66053 [672] valid_0's rmse: 3.33728 valid_1's rmse: 3.66041 [673] valid_0's rmse: 3.33702 valid_1's rmse: 3.66025 [674] valid_0's rmse: 3.33674 valid_1's rmse: 3.66021 [675] valid_0's rmse: 3.33636 valid_1's rmse: 3.66041 [676] valid_0's rmse: 3.33612 valid_1's rmse: 3.66047 [677] valid_0's rmse: 3.33574 valid_1's rmse: 3.66064 [678] valid_0's rmse: 3.33562 valid_1's rmse: 3.66065 [679] valid_0's rmse: 3.33536 valid_1's rmse: 3.66061 [680] valid_0's rmse: 3.33493 valid_1's rmse: 3.6606 [681] valid_0's rmse: 3.33428 valid_1's rmse: 3.66037 [682] valid_0's rmse: 3.33391 valid_1's rmse: 3.66036 [683] valid_0's rmse: 3.3337 valid_1's rmse: 3.66032 [684] valid_0's rmse: 3.33337 valid_1's rmse: 3.66031 [685] valid_0's rmse: 3.33304 valid_1's rmse: 3.66045 [686] valid_0's rmse: 3.33275 valid_1's rmse: 3.66038 [687] valid_0's rmse: 3.33234 valid_1's rmse: 3.6603 Early stopping, best iteration is: [667] valid_0's rmse: 3.33917 valid_1's rmse: 3.66013 SCORE: 3.6601262569226707 [1] valid_0's rmse: 8.96608 valid_1's rmse: 8.92524 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37631 valid_1's rmse: 8.33682 [3] valid_0's rmse: 7.84903 valid_1's rmse: 7.81095 [4] valid_0's rmse: 7.38276 valid_1's rmse: 7.3461 [5] valid_0's rmse: 6.97409 valid_1's rmse: 6.93824 [6] valid_0's rmse: 6.62307 valid_1's rmse: 6.58826 [7] valid_0's rmse: 6.32414 valid_1's rmse: 6.28962 [8] valid_0's rmse: 6.05964 valid_1's rmse: 6.0262 [9] valid_0's rmse: 5.82731 valid_1's rmse: 5.79413 [10] valid_0's rmse: 5.63123 valid_1's rmse: 5.59924 [11] valid_0's rmse: 5.47086 valid_1's rmse: 5.43993 [12] valid_0's rmse: 5.32793 valid_1's rmse: 5.29767 [13] valid_0's rmse: 5.19991 valid_1's rmse: 5.17033 [14] valid_0's rmse: 5.0897 valid_1's rmse: 5.06124 [15] valid_0's rmse: 4.96346 valid_1's rmse: 4.93488 [16] valid_0's rmse: 4.87822 valid_1's rmse: 4.85066 [17] valid_0's rmse: 4.79654 valid_1's rmse: 4.77032 [18] valid_0's rmse: 4.72635 valid_1's rmse: 4.70038 [19] valid_0's rmse: 4.64766 valid_1's rmse: 4.6221 [20] valid_0's rmse: 4.58734 valid_1's rmse: 4.56158 [21] valid_0's rmse: 4.53939 valid_1's rmse: 4.5148 [22] valid_0's rmse: 4.50159 valid_1's rmse: 4.47873 [23] valid_0's rmse: 4.46816 valid_1's rmse: 4.44584 [24] valid_0's rmse: 4.43914 valid_1's rmse: 4.41833 [25] valid_0's rmse: 4.39141 valid_1's rmse: 4.37095 [26] valid_0's rmse: 4.35766 valid_1's rmse: 4.33723 [27] valid_0's rmse: 4.32501 valid_1's rmse: 4.30472 [28] valid_0's rmse: 4.29617 valid_1's rmse: 4.27709 [29] valid_0's rmse: 4.27963 valid_1's rmse: 4.26162 [30] valid_0's rmse: 4.26419 valid_1's rmse: 4.24738 [31] valid_0's rmse: 4.24214 valid_1's rmse: 4.2261 [32] valid_0's rmse: 4.21755 valid_1's rmse: 4.20177 [33] valid_0's rmse: 4.20283 valid_1's rmse: 4.18798 [34] valid_0's rmse: 4.18084 valid_1's rmse: 4.16705 [35] valid_0's rmse: 4.16079 valid_1's rmse: 4.14791 [36] valid_0's rmse: 4.15264 valid_1's rmse: 4.1406 [37] valid_0's rmse: 4.13823 valid_1's rmse: 4.12646 [38] valid_0's rmse: 4.12441 valid_1's rmse: 4.11353 [39] valid_0's rmse: 4.11677 valid_1's rmse: 4.10765 [40] valid_0's rmse: 4.1042 valid_1's rmse: 4.09636 [41] valid_0's rmse: 4.09311 valid_1's rmse: 4.08534 [42] valid_0's rmse: 4.08257 valid_1's rmse: 4.07644 [43] valid_0's rmse: 4.07406 valid_1's rmse: 4.06891 [44] valid_0's rmse: 4.0665 valid_1's rmse: 4.06227 [45] valid_0's rmse: 4.05725 valid_1's rmse: 4.05569 [46] valid_0's rmse: 4.05222 valid_1's rmse: 4.05137 [47] valid_0's rmse: 4.04646 valid_1's rmse: 4.0474 [48] valid_0's rmse: 4.03417 valid_1's rmse: 4.03539 [49] valid_0's rmse: 4.02947 valid_1's rmse: 4.03152 [50] valid_0's rmse: 4.01986 valid_1's rmse: 4.02272 [51] valid_0's rmse: 4.01117 valid_1's rmse: 4.01456 [52] valid_0's rmse: 4.00468 valid_1's rmse: 4.00962 [53] valid_0's rmse: 4.00005 valid_1's rmse: 4.00687 [54] valid_0's rmse: 3.99288 valid_1's rmse: 4.00039 [55] valid_0's rmse: 3.9869 valid_1's rmse: 3.99555 [56] valid_0's rmse: 3.98226 valid_1's rmse: 3.99243 [57] valid_0's rmse: 3.97628 valid_1's rmse: 3.98667 [58] valid_0's rmse: 3.97182 valid_1's rmse: 3.98347 [59] valid_0's rmse: 3.96766 valid_1's rmse: 3.97927 [60] valid_0's rmse: 3.96279 valid_1's rmse: 3.97526 [61] valid_0's rmse: 3.95387 valid_1's rmse: 3.9671 [62] valid_0's rmse: 3.94995 valid_1's rmse: 3.96394 [63] valid_0's rmse: 3.94557 valid_1's rmse: 3.96012 [64] valid_0's rmse: 3.93734 valid_1's rmse: 3.95229 [65] valid_0's rmse: 3.93257 valid_1's rmse: 3.94904 [66] valid_0's rmse: 3.92872 valid_1's rmse: 3.94591 [67] valid_0's rmse: 3.91875 valid_1's rmse: 3.93611 [68] valid_0's rmse: 3.91394 valid_1's rmse: 3.93414 [69] valid_0's rmse: 3.90858 valid_1's rmse: 3.92919 [70] valid_0's rmse: 3.90596 valid_1's rmse: 3.92791 [71] valid_0's rmse: 3.89667 valid_1's rmse: 3.91841 [72] valid_0's rmse: 3.89031 valid_1's rmse: 3.91242 [73] valid_0's rmse: 3.88677 valid_1's rmse: 3.91009 [74] valid_0's rmse: 3.88295 valid_1's rmse: 3.9076 [75] valid_0's rmse: 3.87787 valid_1's rmse: 3.903 [76] valid_0's rmse: 3.87435 valid_1's rmse: 3.90064 [77] valid_0's rmse: 3.86927 valid_1's rmse: 3.89611 [78] valid_0's rmse: 3.86605 valid_1's rmse: 3.89325 [79] valid_0's rmse: 3.86307 valid_1's rmse: 3.89228 [80] valid_0's rmse: 3.85966 valid_1's rmse: 3.89017 [81] valid_0's rmse: 3.85361 valid_1's rmse: 3.88452 [82] valid_0's rmse: 3.85076 valid_1's rmse: 3.88181 [83] valid_0's rmse: 3.848 valid_1's rmse: 3.87976 [84] valid_0's rmse: 3.84169 valid_1's rmse: 3.87411 [85] valid_0's rmse: 3.83681 valid_1's rmse: 3.86963 [86] valid_0's rmse: 3.83344 valid_1's rmse: 3.86724 [87] valid_0's rmse: 3.83125 valid_1's rmse: 3.86562 [88] valid_0's rmse: 3.82575 valid_1's rmse: 3.86005 [89] valid_0's rmse: 3.82223 valid_1's rmse: 3.85949 [90] valid_0's rmse: 3.81843 valid_1's rmse: 3.85586 [91] valid_0's rmse: 3.81476 valid_1's rmse: 3.85316 [92] valid_0's rmse: 3.81191 valid_1's rmse: 3.85145 [93] valid_0's rmse: 3.80893 valid_1's rmse: 3.84937 [94] valid_0's rmse: 3.80473 valid_1's rmse: 3.84545 [95] valid_0's rmse: 3.80217 valid_1's rmse: 3.84377 [96] valid_0's rmse: 3.79709 valid_1's rmse: 3.83939 [97] valid_0's rmse: 3.79505 valid_1's rmse: 3.83862 [98] valid_0's rmse: 3.79283 valid_1's rmse: 3.83689 [99] valid_0's rmse: 3.79076 valid_1's rmse: 3.83599 [100] valid_0's rmse: 3.78831 valid_1's rmse: 3.83509 [101] valid_0's rmse: 3.78419 valid_1's rmse: 3.83108 [102] valid_0's rmse: 3.78002 valid_1's rmse: 3.82759 [103] valid_0's rmse: 3.77621 valid_1's rmse: 3.82483 [104] valid_0's rmse: 3.77288 valid_1's rmse: 3.82281 [105] valid_0's rmse: 3.77041 valid_1's rmse: 3.822 [106] valid_0's rmse: 3.76735 valid_1's rmse: 3.81938 [107] valid_0's rmse: 3.76499 valid_1's rmse: 3.81808 [108] valid_0's rmse: 3.76224 valid_1's rmse: 3.81839 [109] valid_0's rmse: 3.76061 valid_1's rmse: 3.81788 [110] valid_0's rmse: 3.75804 valid_1's rmse: 3.81636 [111] valid_0's rmse: 3.75539 valid_1's rmse: 3.81427 [112] valid_0's rmse: 3.75295 valid_1's rmse: 3.81236 [113] valid_0's rmse: 3.75129 valid_1's rmse: 3.81127 [114] valid_0's rmse: 3.7498 valid_1's rmse: 3.81066 [115] valid_0's rmse: 3.74822 valid_1's rmse: 3.80951 [116] valid_0's rmse: 3.745 valid_1's rmse: 3.80664 [117] valid_0's rmse: 3.74343 valid_1's rmse: 3.80543 [118] valid_0's rmse: 3.74176 valid_1's rmse: 3.80426 [119] valid_0's rmse: 3.73922 valid_1's rmse: 3.80191 [120] valid_0's rmse: 3.73695 valid_1's rmse: 3.80114 [121] valid_0's rmse: 3.73475 valid_1's rmse: 3.80118 [122] valid_0's rmse: 3.73291 valid_1's rmse: 3.79979 [123] valid_0's rmse: 3.73083 valid_1's rmse: 3.79945 [124] valid_0's rmse: 3.72917 valid_1's rmse: 3.79906 [125] valid_0's rmse: 3.72749 valid_1's rmse: 3.79804 [126] valid_0's rmse: 3.7258 valid_1's rmse: 3.79719 [127] valid_0's rmse: 3.72299 valid_1's rmse: 3.79514 [128] valid_0's rmse: 3.72129 valid_1's rmse: 3.79396 [129] valid_0's rmse: 3.71996 valid_1's rmse: 3.79327 [130] valid_0's rmse: 3.71742 valid_1's rmse: 3.79097 [131] valid_0's rmse: 3.71586 valid_1's rmse: 3.78978 [132] valid_0's rmse: 3.71375 valid_1's rmse: 3.78806 [133] valid_0's rmse: 3.71188 valid_1's rmse: 3.78718 [134] valid_0's rmse: 3.70984 valid_1's rmse: 3.78538 [135] valid_0's rmse: 3.70695 valid_1's rmse: 3.78304 [136] valid_0's rmse: 3.70441 valid_1's rmse: 3.78111 [137] valid_0's rmse: 3.70301 valid_1's rmse: 3.78059 [138] valid_0's rmse: 3.70154 valid_1's rmse: 3.77988 [139] valid_0's rmse: 3.69799 valid_1's rmse: 3.77666 [140] valid_0's rmse: 3.69727 valid_1's rmse: 3.77627 [141] valid_0's rmse: 3.69574 valid_1's rmse: 3.77558 [142] valid_0's rmse: 3.6937 valid_1's rmse: 3.77492 [143] valid_0's rmse: 3.69213 valid_1's rmse: 3.77427 [144] valid_0's rmse: 3.69076 valid_1's rmse: 3.77411 [145] valid_0's rmse: 3.68946 valid_1's rmse: 3.77407 [146] valid_0's rmse: 3.68803 valid_1's rmse: 3.77305 [147] valid_0's rmse: 3.68653 valid_1's rmse: 3.77246 [148] valid_0's rmse: 3.68501 valid_1's rmse: 3.77247 [149] valid_0's rmse: 3.68341 valid_1's rmse: 3.77241 [150] valid_0's rmse: 3.68153 valid_1's rmse: 3.772 [151] valid_0's rmse: 3.67961 valid_1's rmse: 3.77014 [152] valid_0's rmse: 3.67841 valid_1's rmse: 3.76969 [153] valid_0's rmse: 3.67647 valid_1's rmse: 3.76874 [154] valid_0's rmse: 3.67511 valid_1's rmse: 3.76776 [155] valid_0's rmse: 3.67283 valid_1's rmse: 3.76579 [156] valid_0's rmse: 3.67152 valid_1's rmse: 3.76493 [157] valid_0's rmse: 3.67052 valid_1's rmse: 3.76474 [158] valid_0's rmse: 3.66838 valid_1's rmse: 3.76334 [159] valid_0's rmse: 3.66641 valid_1's rmse: 3.7618 [160] valid_0's rmse: 3.66434 valid_1's rmse: 3.76195 [161] valid_0's rmse: 3.66271 valid_1's rmse: 3.76076 [162] valid_0's rmse: 3.66096 valid_1's rmse: 3.75967 [163] valid_0's rmse: 3.65934 valid_1's rmse: 3.75851 [164] valid_0's rmse: 3.6578 valid_1's rmse: 3.75831 [165] valid_0's rmse: 3.65592 valid_1's rmse: 3.75714 [166] valid_0's rmse: 3.65437 valid_1's rmse: 3.75728 [167] valid_0's rmse: 3.653 valid_1's rmse: 3.75686 [168] valid_0's rmse: 3.65148 valid_1's rmse: 3.75582 [169] valid_0's rmse: 3.65036 valid_1's rmse: 3.75562 [170] valid_0's rmse: 3.6491 valid_1's rmse: 3.75556 [171] valid_0's rmse: 3.64745 valid_1's rmse: 3.75491 [172] valid_0's rmse: 3.64605 valid_1's rmse: 3.75417 [173] valid_0's rmse: 3.64461 valid_1's rmse: 3.75371 [174] valid_0's rmse: 3.64317 valid_1's rmse: 3.75279 [175] valid_0's rmse: 3.64092 valid_1's rmse: 3.75123 [176] valid_0's rmse: 3.63972 valid_1's rmse: 3.75098 [177] valid_0's rmse: 3.63875 valid_1's rmse: 3.7505 [178] valid_0's rmse: 3.637 valid_1's rmse: 3.74892 [179] valid_0's rmse: 3.63597 valid_1's rmse: 3.74877 [180] valid_0's rmse: 3.63444 valid_1's rmse: 3.74825 [181] valid_0's rmse: 3.63302 valid_1's rmse: 3.74743 [182] valid_0's rmse: 3.63106 valid_1's rmse: 3.74619 [183] valid_0's rmse: 3.62953 valid_1's rmse: 3.7457 [184] valid_0's rmse: 3.62796 valid_1's rmse: 3.74454 [185] valid_0's rmse: 3.6271 valid_1's rmse: 3.74464 [186] valid_0's rmse: 3.62609 valid_1's rmse: 3.74443 [187] valid_0's rmse: 3.62513 valid_1's rmse: 3.74398 [188] valid_0's rmse: 3.62449 valid_1's rmse: 3.74375 [189] valid_0's rmse: 3.62325 valid_1's rmse: 3.74303 [190] valid_0's rmse: 3.62227 valid_1's rmse: 3.74254 [191] valid_0's rmse: 3.62126 valid_1's rmse: 3.74184 [192] valid_0's rmse: 3.62023 valid_1's rmse: 3.74109 [193] valid_0's rmse: 3.61822 valid_1's rmse: 3.7397 [194] valid_0's rmse: 3.6174 valid_1's rmse: 3.73976 [195] valid_0's rmse: 3.61666 valid_1's rmse: 3.73932 [196] valid_0's rmse: 3.61573 valid_1's rmse: 3.73927 [197] valid_0's rmse: 3.61488 valid_1's rmse: 3.73908 [198] valid_0's rmse: 3.61399 valid_1's rmse: 3.73848 [199] valid_0's rmse: 3.61239 valid_1's rmse: 3.73731 [200] valid_0's rmse: 3.61102 valid_1's rmse: 3.7375 [201] valid_0's rmse: 3.60985 valid_1's rmse: 3.73688 [202] valid_0's rmse: 3.60857 valid_1's rmse: 3.73643 [203] valid_0's rmse: 3.60785 valid_1's rmse: 3.736 [204] valid_0's rmse: 3.60625 valid_1's rmse: 3.73489 [205] valid_0's rmse: 3.60521 valid_1's rmse: 3.73496 [206] valid_0's rmse: 3.60431 valid_1's rmse: 3.73421 [207] valid_0's rmse: 3.60308 valid_1's rmse: 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valid_1's rmse: 3.65998 [728] valid_0's rmse: 3.3103 valid_1's rmse: 3.65997 [729] valid_0's rmse: 3.30983 valid_1's rmse: 3.66013 [730] valid_0's rmse: 3.30961 valid_1's rmse: 3.66008 [731] valid_0's rmse: 3.30932 valid_1's rmse: 3.66 [732] valid_0's rmse: 3.30894 valid_1's rmse: 3.65984 [733] valid_0's rmse: 3.30858 valid_1's rmse: 3.65982 [734] valid_0's rmse: 3.30818 valid_1's rmse: 3.65966 [735] valid_0's rmse: 3.30764 valid_1's rmse: 3.65935 [736] valid_0's rmse: 3.30737 valid_1's rmse: 3.65914 [737] valid_0's rmse: 3.30693 valid_1's rmse: 3.65895 [738] valid_0's rmse: 3.30643 valid_1's rmse: 3.65907 [739] valid_0's rmse: 3.30607 valid_1's rmse: 3.65904 [740] valid_0's rmse: 3.30577 valid_1's rmse: 3.65902 [741] valid_0's rmse: 3.30544 valid_1's rmse: 3.65896 [742] valid_0's rmse: 3.30511 valid_1's rmse: 3.65891 [743] valid_0's rmse: 3.30477 valid_1's rmse: 3.65931 [744] valid_0's rmse: 3.30433 valid_1's rmse: 3.65905 [745] valid_0's rmse: 3.30397 valid_1's rmse: 3.6591 [746] valid_0's rmse: 3.30365 valid_1's rmse: 3.65937 [747] valid_0's rmse: 3.30322 valid_1's rmse: 3.65953 [748] valid_0's rmse: 3.30268 valid_1's rmse: 3.65972 [749] valid_0's rmse: 3.30245 valid_1's rmse: 3.6598 [750] valid_0's rmse: 3.30179 valid_1's rmse: 3.65992 [751] valid_0's rmse: 3.30154 valid_1's rmse: 3.65979 [752] valid_0's rmse: 3.30088 valid_1's rmse: 3.6595 [753] valid_0's rmse: 3.30037 valid_1's rmse: 3.65946 [754] valid_0's rmse: 3.29989 valid_1's rmse: 3.65931 [755] valid_0's rmse: 3.29966 valid_1's rmse: 3.65927 [756] valid_0's rmse: 3.29939 valid_1's rmse: 3.65922 [757] valid_0's rmse: 3.29898 valid_1's rmse: 3.65903 [758] valid_0's rmse: 3.29867 valid_1's rmse: 3.65901 [759] valid_0's rmse: 3.29827 valid_1's rmse: 3.65893 [760] valid_0's rmse: 3.29784 valid_1's rmse: 3.6589 [761] valid_0's rmse: 3.29737 valid_1's rmse: 3.65936 [762] valid_0's rmse: 3.29703 valid_1's rmse: 3.65921 [763] valid_0's rmse: 3.29671 valid_1's rmse: 3.65916 [764] valid_0's rmse: 3.2963 valid_1's rmse: 3.65934 [765] valid_0's rmse: 3.29577 valid_1's rmse: 3.65917 [766] valid_0's rmse: 3.29546 valid_1's rmse: 3.65927 [767] valid_0's rmse: 3.29506 valid_1's rmse: 3.6591 [768] valid_0's rmse: 3.29466 valid_1's rmse: 3.65903 [769] valid_0's rmse: 3.29415 valid_1's rmse: 3.65887 [770] valid_0's rmse: 3.2938 valid_1's rmse: 3.65899 [771] valid_0's rmse: 3.29352 valid_1's rmse: 3.65899 [772] valid_0's rmse: 3.29336 valid_1's rmse: 3.659 [773] valid_0's rmse: 3.29298 valid_1's rmse: 3.6588 [774] valid_0's rmse: 3.29256 valid_1's rmse: 3.65866 [775] valid_0's rmse: 3.29201 valid_1's rmse: 3.65838 [776] valid_0's rmse: 3.29149 valid_1's rmse: 3.65815 [777] valid_0's rmse: 3.29116 valid_1's rmse: 3.65815 [778] valid_0's rmse: 3.29082 valid_1's rmse: 3.65804 [779] valid_0's rmse: 3.29056 valid_1's rmse: 3.65812 [780] valid_0's rmse: 3.29016 valid_1's rmse: 3.65788 [781] valid_0's rmse: 3.28963 valid_1's rmse: 3.6577 [782] valid_0's rmse: 3.28928 valid_1's rmse: 3.6576 [783] valid_0's rmse: 3.28885 valid_1's rmse: 3.65746 [784] valid_0's rmse: 3.28863 valid_1's rmse: 3.65747 [785] valid_0's rmse: 3.2884 valid_1's rmse: 3.65739 [786] valid_0's rmse: 3.28822 valid_1's rmse: 3.65734 [787] valid_0's rmse: 3.28788 valid_1's rmse: 3.65763 [788] valid_0's rmse: 3.28762 valid_1's rmse: 3.65756 [789] valid_0's rmse: 3.28715 valid_1's rmse: 3.65733 [790] valid_0's rmse: 3.28661 valid_1's rmse: 3.65704 [791] valid_0's rmse: 3.28629 valid_1's rmse: 3.65709 [792] valid_0's rmse: 3.28596 valid_1's rmse: 3.65704 [793] valid_0's rmse: 3.28578 valid_1's rmse: 3.657 [794] valid_0's rmse: 3.28536 valid_1's rmse: 3.65711 [795] valid_0's rmse: 3.28495 valid_1's rmse: 3.65709 [796] valid_0's rmse: 3.28466 valid_1's rmse: 3.65708 [797] valid_0's rmse: 3.28403 valid_1's rmse: 3.65676 [798] valid_0's rmse: 3.28375 valid_1's rmse: 3.65669 [799] valid_0's rmse: 3.28359 valid_1's rmse: 3.65663 [800] valid_0's rmse: 3.283 valid_1's rmse: 3.65652 [801] valid_0's rmse: 3.28266 valid_1's rmse: 3.6565 [802] valid_0's rmse: 3.28232 valid_1's rmse: 3.65661 [803] valid_0's rmse: 3.28209 valid_1's rmse: 3.65681 [804] valid_0's rmse: 3.28179 valid_1's rmse: 3.6568 [805] valid_0's rmse: 3.28155 valid_1's rmse: 3.65677 [806] valid_0's rmse: 3.28126 valid_1's rmse: 3.65693 [807] valid_0's rmse: 3.28099 valid_1's rmse: 3.65695 [808] valid_0's rmse: 3.28061 valid_1's rmse: 3.65697 [809] valid_0's rmse: 3.28029 valid_1's rmse: 3.65696 [810] valid_0's rmse: 3.27993 valid_1's rmse: 3.65705 [811] valid_0's rmse: 3.27973 valid_1's rmse: 3.65704 [812] valid_0's rmse: 3.27947 valid_1's rmse: 3.65702 [813] valid_0's rmse: 3.27913 valid_1's rmse: 3.657 [814] valid_0's rmse: 3.27886 valid_1's rmse: 3.65694 [815] valid_0's rmse: 3.27862 valid_1's rmse: 3.65684 [816] valid_0's rmse: 3.2784 valid_1's rmse: 3.65676 [817] valid_0's rmse: 3.27816 valid_1's rmse: 3.65676 [818] valid_0's rmse: 3.27779 valid_1's rmse: 3.65672 [819] valid_0's rmse: 3.27763 valid_1's rmse: 3.6567 [820] valid_0's rmse: 3.27731 valid_1's rmse: 3.6566 [821] valid_0's rmse: 3.27706 valid_1's rmse: 3.65671 Early stopping, best iteration is: [801] valid_0's rmse: 3.28266 valid_1's rmse: 3.6565 SCORE: 3.656497970436898 [1] valid_0's rmse: 8.97034 valid_1's rmse: 8.92894 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37955 valid_1's rmse: 8.34011 [3] valid_0's rmse: 7.8527 valid_1's rmse: 7.81467 [4] valid_0's rmse: 7.39219 valid_1's rmse: 7.35595 [5] valid_0's rmse: 6.99205 valid_1's rmse: 6.95716 [6] valid_0's rmse: 6.64067 valid_1's rmse: 6.60721 [7] valid_0's rmse: 6.34096 valid_1's rmse: 6.30897 [8] valid_0's rmse: 6.08243 valid_1's rmse: 6.05089 [9] valid_0's rmse: 5.85823 valid_1's rmse: 5.82801 [10] valid_0's rmse: 5.6637 valid_1's rmse: 5.63432 [11] valid_0's rmse: 5.49537 valid_1's rmse: 5.467 [12] valid_0's rmse: 5.35994 valid_1's rmse: 5.33282 [13] valid_0's rmse: 5.19439 valid_1's rmse: 5.16807 [14] valid_0's rmse: 5.08323 valid_1's rmse: 5.05813 [15] valid_0's rmse: 4.98853 valid_1's rmse: 4.96473 [16] valid_0's rmse: 4.8906 valid_1's rmse: 4.86763 [17] valid_0's rmse: 4.80698 valid_1's rmse: 4.78545 [18] valid_0's rmse: 4.7356 valid_1's rmse: 4.7149 [19] valid_0's rmse: 4.66735 valid_1's rmse: 4.64709 [20] valid_0's rmse: 4.61071 valid_1's rmse: 4.59154 [21] valid_0's rmse: 4.57024 valid_1's rmse: 4.55227 [22] valid_0's rmse: 4.50393 valid_1's rmse: 4.48666 [23] valid_0's rmse: 4.46108 valid_1's rmse: 4.44442 [24] valid_0's rmse: 4.42324 valid_1's rmse: 4.41018 [25] valid_0's rmse: 4.38218 valid_1's rmse: 4.3699 [26] valid_0's rmse: 4.35325 valid_1's rmse: 4.34254 [27] valid_0's rmse: 4.32261 valid_1's rmse: 4.31238 [28] valid_0's rmse: 4.29242 valid_1's rmse: 4.28284 [29] valid_0's rmse: 4.27212 valid_1's rmse: 4.26416 [30] valid_0's rmse: 4.25386 valid_1's rmse: 4.24688 [31] valid_0's rmse: 4.21857 valid_1's rmse: 4.21174 [32] valid_0's rmse: 4.19973 valid_1's rmse: 4.19507 [33] valid_0's rmse: 4.18425 valid_1's rmse: 4.1813 [34] valid_0's rmse: 4.16956 valid_1's rmse: 4.16784 [35] valid_0's rmse: 4.15118 valid_1's rmse: 4.14985 [36] valid_0's rmse: 4.13895 valid_1's rmse: 4.14028 [37] valid_0's rmse: 4.12706 valid_1's rmse: 4.129 [38] valid_0's rmse: 4.1076 valid_1's rmse: 4.10979 [39] valid_0's rmse: 4.09902 valid_1's rmse: 4.1035 [40] valid_0's rmse: 4.09098 valid_1's rmse: 4.09724 [41] valid_0's rmse: 4.07685 valid_1's rmse: 4.08387 [42] valid_0's rmse: 4.07043 valid_1's rmse: 4.08039 [43] valid_0's rmse: 4.06427 valid_1's rmse: 4.07549 [44] valid_0's rmse: 4.05868 valid_1's rmse: 4.07161 [45] valid_0's rmse: 4.05305 valid_1's rmse: 4.06833 [46] valid_0's rmse: 4.03793 valid_1's rmse: 4.05328 [47] valid_0's rmse: 4.0327 valid_1's rmse: 4.05049 [48] valid_0's rmse: 4.02726 valid_1's rmse: 4.04729 [49] valid_0's rmse: 4.02212 valid_1's rmse: 4.04259 [50] valid_0's rmse: 4.01324 valid_1's rmse: 4.03441 [51] valid_0's rmse: 4.00332 valid_1's rmse: 4.02534 [52] valid_0's rmse: 3.98663 valid_1's rmse: 4.00881 [53] valid_0's rmse: 3.98256 valid_1's rmse: 4.00569 [54] valid_0's rmse: 3.97141 valid_1's rmse: 3.99462 [55] valid_0's rmse: 3.96699 valid_1's rmse: 3.99211 [56] valid_0's rmse: 3.95857 valid_1's rmse: 3.98402 [57] valid_0's rmse: 3.9536 valid_1's rmse: 3.98064 [58] valid_0's rmse: 3.94868 valid_1's rmse: 3.97671 [59] valid_0's rmse: 3.94351 valid_1's rmse: 3.97228 [60] valid_0's rmse: 3.93731 valid_1's rmse: 3.96606 [61] valid_0's rmse: 3.93237 valid_1's rmse: 3.9617 [62] valid_0's rmse: 3.92737 valid_1's rmse: 3.95743 [63] valid_0's rmse: 3.92103 valid_1's rmse: 3.95178 [64] valid_0's rmse: 3.91541 valid_1's rmse: 3.94694 [65] valid_0's rmse: 3.90625 valid_1's rmse: 3.93795 [66] valid_0's rmse: 3.90187 valid_1's rmse: 3.93445 [67] valid_0's rmse: 3.89651 valid_1's rmse: 3.92986 [68] valid_0's rmse: 3.88968 valid_1's rmse: 3.924 [69] valid_0's rmse: 3.88484 valid_1's rmse: 3.92021 [70] valid_0's rmse: 3.88055 valid_1's rmse: 3.91882 [71] valid_0's rmse: 3.874 valid_1's rmse: 3.91286 [72] valid_0's rmse: 3.86468 valid_1's rmse: 3.90397 [73] valid_0's rmse: 3.861 valid_1's rmse: 3.90103 [74] valid_0's rmse: 3.8577 valid_1's rmse: 3.89958 [75] valid_0's rmse: 3.85044 valid_1's rmse: 3.89268 [76] valid_0's rmse: 3.84519 valid_1's rmse: 3.88771 [77] valid_0's rmse: 3.84058 valid_1's rmse: 3.88429 [78] valid_0's rmse: 3.83449 valid_1's rmse: 3.87886 [79] valid_0's rmse: 3.83183 valid_1's rmse: 3.87745 [80] valid_0's rmse: 3.82632 valid_1's rmse: 3.87221 [81] valid_0's rmse: 3.82362 valid_1's rmse: 3.87043 [82] valid_0's rmse: 3.82089 valid_1's rmse: 3.86908 [83] valid_0's rmse: 3.81758 valid_1's rmse: 3.86695 [84] valid_0's rmse: 3.81506 valid_1's rmse: 3.8651 [85] valid_0's rmse: 3.81126 valid_1's rmse: 3.86196 [86] valid_0's rmse: 3.80591 valid_1's rmse: 3.85766 [87] valid_0's rmse: 3.80385 valid_1's rmse: 3.85667 [88] valid_0's rmse: 3.80133 valid_1's rmse: 3.855 [89] valid_0's rmse: 3.7966 valid_1's rmse: 3.85038 [90] valid_0's rmse: 3.79408 valid_1's rmse: 3.84866 [91] valid_0's rmse: 3.79233 valid_1's rmse: 3.84761 [92] valid_0's rmse: 3.78983 valid_1's rmse: 3.84733 [93] valid_0's rmse: 3.78595 valid_1's rmse: 3.84355 [94] valid_0's rmse: 3.7839 valid_1's rmse: 3.84333 [95] valid_0's rmse: 3.77906 valid_1's rmse: 3.83899 [96] valid_0's rmse: 3.77675 valid_1's rmse: 3.8375 [97] valid_0's rmse: 3.77352 valid_1's rmse: 3.83538 [98] valid_0's rmse: 3.77172 valid_1's rmse: 3.83489 [99] valid_0's rmse: 3.76678 valid_1's rmse: 3.83029 [100] valid_0's rmse: 3.76474 valid_1's rmse: 3.8296 [101] valid_0's rmse: 3.76042 valid_1's rmse: 3.82553 [102] valid_0's rmse: 3.7579 valid_1's rmse: 3.82377 [103] valid_0's rmse: 3.75465 valid_1's rmse: 3.82161 [104] valid_0's rmse: 3.75132 valid_1's rmse: 3.81855 [105] valid_0's rmse: 3.74931 valid_1's rmse: 3.81721 [106] valid_0's rmse: 3.74743 valid_1's rmse: 3.81719 [107] valid_0's rmse: 3.74522 valid_1's rmse: 3.81667 [108] valid_0's rmse: 3.74164 valid_1's rmse: 3.81463 [109] valid_0's rmse: 3.73905 valid_1's rmse: 3.81401 [110] valid_0's rmse: 3.73684 valid_1's rmse: 3.81295 [111] valid_0's rmse: 3.73319 valid_1's rmse: 3.80958 [112] valid_0's rmse: 3.73087 valid_1's rmse: 3.80783 [113] valid_0's rmse: 3.72814 valid_1's rmse: 3.80528 [114] valid_0's rmse: 3.72441 valid_1's rmse: 3.80182 [115] valid_0's rmse: 3.72266 valid_1's rmse: 3.80128 [116] valid_0's rmse: 3.7202 valid_1's rmse: 3.79933 [117] valid_0's rmse: 3.71831 valid_1's rmse: 3.7981 [118] valid_0's rmse: 3.71429 valid_1's rmse: 3.79542 [119] valid_0's rmse: 3.71303 valid_1's rmse: 3.79524 [120] valid_0's rmse: 3.71066 valid_1's rmse: 3.79322 [121] valid_0's rmse: 3.70766 valid_1's rmse: 3.79148 [122] valid_0's rmse: 3.70543 valid_1's rmse: 3.78975 [123] valid_0's rmse: 3.70247 valid_1's rmse: 3.78712 [124] valid_0's rmse: 3.69948 valid_1's rmse: 3.78509 [125] valid_0's rmse: 3.69784 valid_1's rmse: 3.78451 [126] valid_0's rmse: 3.69555 valid_1's rmse: 3.78281 [127] valid_0's rmse: 3.69369 valid_1's rmse: 3.78163 [128] valid_0's rmse: 3.6914 valid_1's rmse: 3.77998 [129] valid_0's rmse: 3.68935 valid_1's rmse: 3.77905 [130] valid_0's rmse: 3.68694 valid_1's rmse: 3.77695 [131] valid_0's rmse: 3.68532 valid_1's rmse: 3.77713 [132] valid_0's rmse: 3.68378 valid_1's rmse: 3.77667 [133] valid_0's rmse: 3.68115 valid_1's rmse: 3.77438 [134] valid_0's rmse: 3.67986 valid_1's rmse: 3.77397 [135] valid_0's rmse: 3.67831 valid_1's rmse: 3.7736 [136] valid_0's rmse: 3.67662 valid_1's rmse: 3.77228 [137] valid_0's rmse: 3.67448 valid_1's rmse: 3.77187 [138] valid_0's rmse: 3.67245 valid_1's rmse: 3.77235 [139] valid_0's rmse: 3.67105 valid_1's rmse: 3.77186 [140] valid_0's rmse: 3.66964 valid_1's rmse: 3.77203 [141] valid_0's rmse: 3.66838 valid_1's rmse: 3.77225 [142] valid_0's rmse: 3.66613 valid_1's rmse: 3.77043 [143] valid_0's rmse: 3.66365 valid_1's rmse: 3.7691 [144] valid_0's rmse: 3.66125 valid_1's rmse: 3.76781 [145] valid_0's rmse: 3.65939 valid_1's rmse: 3.7666 [146] valid_0's rmse: 3.65824 valid_1's rmse: 3.76628 [147] valid_0's rmse: 3.65672 valid_1's rmse: 3.76504 [148] valid_0's rmse: 3.65443 valid_1's rmse: 3.76387 [149] valid_0's rmse: 3.6522 valid_1's rmse: 3.76228 [150] valid_0's rmse: 3.65033 valid_1's rmse: 3.76206 [151] valid_0's rmse: 3.6486 valid_1's rmse: 3.7605 [152] valid_0's rmse: 3.64665 valid_1's rmse: 3.75995 [153] valid_0's rmse: 3.64512 valid_1's rmse: 3.75986 [154] valid_0's rmse: 3.64386 valid_1's rmse: 3.75937 [155] valid_0's rmse: 3.64272 valid_1's rmse: 3.7587 [156] valid_0's rmse: 3.64087 valid_1's rmse: 3.75805 [157] valid_0's rmse: 3.63936 valid_1's rmse: 3.75787 [158] valid_0's rmse: 3.6382 valid_1's rmse: 3.7574 [159] valid_0's rmse: 3.63711 valid_1's rmse: 3.75724 [160] valid_0's rmse: 3.63558 valid_1's rmse: 3.75704 [161] valid_0's rmse: 3.63465 valid_1's rmse: 3.75716 [162] valid_0's rmse: 3.63195 valid_1's rmse: 3.75688 [163] valid_0's rmse: 3.6307 valid_1's rmse: 3.75641 [164] valid_0's rmse: 3.62937 valid_1's rmse: 3.75604 [165] valid_0's rmse: 3.62835 valid_1's rmse: 3.75587 [166] valid_0's rmse: 3.62639 valid_1's rmse: 3.75439 [167] valid_0's rmse: 3.62468 valid_1's rmse: 3.75331 [168] valid_0's rmse: 3.62364 valid_1's rmse: 3.75326 [169] valid_0's rmse: 3.62229 valid_1's rmse: 3.7527 [170] valid_0's rmse: 3.62114 valid_1's rmse: 3.75239 [171] valid_0's rmse: 3.62039 valid_1's rmse: 3.75212 [172] valid_0's rmse: 3.61914 valid_1's rmse: 3.75146 [173] valid_0's rmse: 3.61792 valid_1's rmse: 3.75132 [174] valid_0's rmse: 3.61616 valid_1's rmse: 3.75037 [175] valid_0's rmse: 3.61459 valid_1's rmse: 3.74996 [176] valid_0's rmse: 3.6135 valid_1's rmse: 3.74929 [177] valid_0's rmse: 3.6121 valid_1's rmse: 3.74891 [178] valid_0's rmse: 3.61101 valid_1's rmse: 3.74826 [179] valid_0's rmse: 3.60954 valid_1's rmse: 3.74748 [180] valid_0's rmse: 3.60789 valid_1's rmse: 3.74653 [181] valid_0's rmse: 3.60714 valid_1's rmse: 3.74634 [182] valid_0's rmse: 3.60588 valid_1's rmse: 3.74637 [183] valid_0's rmse: 3.60406 valid_1's rmse: 3.74484 [184] valid_0's rmse: 3.60297 valid_1's rmse: 3.74457 [185] valid_0's rmse: 3.60152 valid_1's rmse: 3.74378 [186] valid_0's rmse: 3.60001 valid_1's rmse: 3.74267 [187] valid_0's rmse: 3.59862 valid_1's rmse: 3.74137 [188] valid_0's rmse: 3.59717 valid_1's rmse: 3.74079 [189] valid_0's rmse: 3.59589 valid_1's rmse: 3.74014 [190] valid_0's rmse: 3.59429 valid_1's rmse: 3.7394 [191] valid_0's rmse: 3.59269 valid_1's rmse: 3.7387 [192] valid_0's rmse: 3.5916 valid_1's rmse: 3.73868 [193] valid_0's rmse: 3.59037 valid_1's rmse: 3.73844 [194] valid_0's rmse: 3.58937 valid_1's rmse: 3.73831 [195] valid_0's rmse: 3.58828 valid_1's rmse: 3.73786 [196] valid_0's rmse: 3.5873 valid_1's rmse: 3.73745 [197] valid_0's rmse: 3.58673 valid_1's rmse: 3.73694 [198] valid_0's rmse: 3.58584 valid_1's rmse: 3.73625 [199] valid_0's rmse: 3.5848 valid_1's rmse: 3.73655 [200] valid_0's rmse: 3.58383 valid_1's rmse: 3.73648 [201] valid_0's rmse: 3.58296 valid_1's rmse: 3.73623 [202] valid_0's rmse: 3.58188 valid_1's rmse: 3.73651 [203] valid_0's rmse: 3.58049 valid_1's rmse: 3.73543 [204] valid_0's rmse: 3.57916 valid_1's rmse: 3.73511 [205] valid_0's rmse: 3.57834 valid_1's rmse: 3.73499 [206] valid_0's rmse: 3.57723 valid_1's rmse: 3.73422 [207] valid_0's rmse: 3.57539 valid_1's rmse: 3.73386 [208] valid_0's rmse: 3.57442 valid_1's rmse: 3.7331 [209] valid_0's rmse: 3.57324 valid_1's rmse: 3.73267 [210] valid_0's rmse: 3.57248 valid_1's rmse: 3.73229 [211] valid_0's rmse: 3.57159 valid_1's rmse: 3.73206 [212] valid_0's rmse: 3.56994 valid_1's rmse: 3.73112 [213] valid_0's rmse: 3.56945 valid_1's rmse: 3.73112 [214] valid_0's rmse: 3.56795 valid_1's rmse: 3.73016 [215] valid_0's rmse: 3.56723 valid_1's rmse: 3.72985 [216] valid_0's rmse: 3.56615 valid_1's rmse: 3.72949 [217] valid_0's rmse: 3.56512 valid_1's rmse: 3.72924 [218] valid_0's rmse: 3.56435 valid_1's rmse: 3.72897 [219] valid_0's rmse: 3.56273 valid_1's rmse: 3.72877 [220] valid_0's rmse: 3.5618 valid_1's rmse: 3.72832 [221] valid_0's rmse: 3.56018 valid_1's rmse: 3.72871 [222] valid_0's rmse: 3.55949 valid_1's rmse: 3.72837 [223] valid_0's rmse: 3.55868 valid_1's rmse: 3.72814 [224] valid_0's rmse: 3.5582 valid_1's rmse: 3.72802 [225] valid_0's rmse: 3.55737 valid_1's rmse: 3.72806 [226] valid_0's rmse: 3.55667 valid_1's rmse: 3.72795 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valid_0's rmse: 3.25891 valid_1's rmse: 3.65354 [747] valid_0's rmse: 3.25865 valid_1's rmse: 3.65352 [748] valid_0's rmse: 3.2583 valid_1's rmse: 3.65349 [749] valid_0's rmse: 3.25804 valid_1's rmse: 3.65337 [750] valid_0's rmse: 3.25763 valid_1's rmse: 3.65322 [751] valid_0's rmse: 3.25721 valid_1's rmse: 3.65341 [752] valid_0's rmse: 3.25696 valid_1's rmse: 3.65332 [753] valid_0's rmse: 3.2567 valid_1's rmse: 3.65327 [754] valid_0's rmse: 3.25623 valid_1's rmse: 3.65321 [755] valid_0's rmse: 3.25607 valid_1's rmse: 3.65322 [756] valid_0's rmse: 3.2557 valid_1's rmse: 3.65333 [757] valid_0's rmse: 3.25551 valid_1's rmse: 3.65326 [758] valid_0's rmse: 3.25516 valid_1's rmse: 3.65321 [759] valid_0's rmse: 3.25476 valid_1's rmse: 3.65328 [760] valid_0's rmse: 3.25447 valid_1's rmse: 3.65323 [761] valid_0's rmse: 3.25416 valid_1's rmse: 3.65315 [762] valid_0's rmse: 3.25376 valid_1's rmse: 3.65314 [763] valid_0's rmse: 3.25358 valid_1's rmse: 3.65312 [764] valid_0's rmse: 3.25314 valid_1's rmse: 3.65328 [765] valid_0's rmse: 3.25284 valid_1's rmse: 3.65326 [766] valid_0's rmse: 3.25258 valid_1's rmse: 3.65316 [767] valid_0's rmse: 3.25227 valid_1's rmse: 3.65309 [768] valid_0's rmse: 3.25178 valid_1's rmse: 3.65295 [769] valid_0's rmse: 3.25136 valid_1's rmse: 3.65281 [770] valid_0's rmse: 3.25112 valid_1's rmse: 3.65283 [771] valid_0's rmse: 3.25084 valid_1's rmse: 3.65269 [772] valid_0's rmse: 3.25042 valid_1's rmse: 3.65258 [773] valid_0's rmse: 3.2502 valid_1's rmse: 3.65263 [774] valid_0's rmse: 3.24983 valid_1's rmse: 3.65253 [775] valid_0's rmse: 3.24956 valid_1's rmse: 3.65248 [776] valid_0's rmse: 3.24915 valid_1's rmse: 3.65252 [777] valid_0's rmse: 3.24891 valid_1's rmse: 3.65254 [778] valid_0's rmse: 3.24851 valid_1's rmse: 3.65254 [779] valid_0's rmse: 3.24815 valid_1's rmse: 3.65274 [780] valid_0's rmse: 3.24799 valid_1's rmse: 3.65281 [781] valid_0's rmse: 3.24771 valid_1's rmse: 3.65284 [782] valid_0's rmse: 3.24726 valid_1's rmse: 3.65308 [783] valid_0's rmse: 3.24673 valid_1's rmse: 3.65306 [784] valid_0's rmse: 3.24623 valid_1's rmse: 3.65322 [785] valid_0's rmse: 3.24579 valid_1's rmse: 3.65319 [786] valid_0's rmse: 3.24556 valid_1's rmse: 3.65317 [787] valid_0's rmse: 3.24532 valid_1's rmse: 3.65315 [788] valid_0's rmse: 3.24502 valid_1's rmse: 3.65309 [789] valid_0's rmse: 3.2447 valid_1's rmse: 3.65291 [790] valid_0's rmse: 3.24428 valid_1's rmse: 3.65277 [791] valid_0's rmse: 3.24421 valid_1's rmse: 3.65271 [792] valid_0's rmse: 3.24389 valid_1's rmse: 3.6526 [793] valid_0's rmse: 3.24333 valid_1's rmse: 3.65239 [794] valid_0's rmse: 3.24301 valid_1's rmse: 3.65243 [795] valid_0's rmse: 3.24236 valid_1's rmse: 3.65231 [796] valid_0's rmse: 3.24181 valid_1's rmse: 3.65217 [797] valid_0's rmse: 3.24158 valid_1's rmse: 3.65208 [798] valid_0's rmse: 3.24132 valid_1's rmse: 3.65208 [799] valid_0's rmse: 3.24101 valid_1's rmse: 3.65194 [800] valid_0's rmse: 3.24058 valid_1's rmse: 3.65179 [801] valid_0's rmse: 3.24036 valid_1's rmse: 3.65172 [802] valid_0's rmse: 3.24009 valid_1's rmse: 3.65165 [803] valid_0's rmse: 3.23983 valid_1's rmse: 3.65167 [804] valid_0's rmse: 3.23954 valid_1's rmse: 3.65158 [805] valid_0's rmse: 3.23939 valid_1's rmse: 3.65157 [806] valid_0's rmse: 3.23912 valid_1's rmse: 3.65159 [807] valid_0's rmse: 3.23859 valid_1's rmse: 3.65157 [808] valid_0's rmse: 3.23825 valid_1's rmse: 3.65144 [809] valid_0's rmse: 3.23784 valid_1's rmse: 3.65139 [810] valid_0's rmse: 3.23741 valid_1's rmse: 3.65119 [811] valid_0's rmse: 3.23711 valid_1's rmse: 3.65124 [812] valid_0's rmse: 3.23678 valid_1's rmse: 3.65113 [813] valid_0's rmse: 3.23651 valid_1's rmse: 3.65094 [814] valid_0's rmse: 3.23612 valid_1's rmse: 3.65092 [815] valid_0's rmse: 3.23579 valid_1's rmse: 3.65079 [816] valid_0's rmse: 3.23554 valid_1's rmse: 3.65094 [817] valid_0's rmse: 3.23531 valid_1's rmse: 3.65093 [818] valid_0's rmse: 3.23371 valid_1's rmse: 3.64982 [819] valid_0's rmse: 3.23346 valid_1's rmse: 3.65 [820] valid_0's rmse: 3.23328 valid_1's rmse: 3.65001 [821] valid_0's rmse: 3.233 valid_1's rmse: 3.65014 [822] valid_0's rmse: 3.23264 valid_1's rmse: 3.6501 [823] valid_0's rmse: 3.23214 valid_1's rmse: 3.65028 [824] valid_0's rmse: 3.23187 valid_1's rmse: 3.65037 [825] valid_0's rmse: 3.23152 valid_1's rmse: 3.65031 [826] valid_0's rmse: 3.23114 valid_1's rmse: 3.65024 [827] valid_0's rmse: 3.23072 valid_1's rmse: 3.65029 [828] valid_0's rmse: 3.23039 valid_1's rmse: 3.65034 [829] valid_0's rmse: 3.2302 valid_1's rmse: 3.65033 [830] valid_0's rmse: 3.22995 valid_1's rmse: 3.65033 [831] valid_0's rmse: 3.22972 valid_1's rmse: 3.65039 [832] valid_0's rmse: 3.22936 valid_1's rmse: 3.65045 [833] valid_0's rmse: 3.22896 valid_1's rmse: 3.65044 [834] valid_0's rmse: 3.22854 valid_1's rmse: 3.65074 [835] valid_0's rmse: 3.22786 valid_1's rmse: 3.65034 [836] valid_0's rmse: 3.2276 valid_1's rmse: 3.65024 [837] valid_0's rmse: 3.22733 valid_1's rmse: 3.65029 [838] valid_0's rmse: 3.22685 valid_1's rmse: 3.65039 Early stopping, best iteration is: [818] valid_0's rmse: 3.23371 valid_1's rmse: 3.64982 SCORE: 3.6498160432870423 [1] valid_0's rmse: 8.9693 valid_1's rmse: 8.9279 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37683 valid_1's rmse: 8.33773 [3] valid_0's rmse: 7.85212 valid_1's rmse: 7.81382 [4] valid_0's rmse: 7.3929 valid_1's rmse: 7.35527 [5] valid_0's rmse: 6.99323 valid_1's rmse: 6.95742 [6] valid_0's rmse: 6.64626 valid_1's rmse: 6.61144 [7] valid_0's rmse: 6.35454 valid_1's rmse: 6.32204 [8] valid_0's rmse: 6.06323 valid_1's rmse: 6.03113 [9] valid_0's rmse: 5.83505 valid_1's rmse: 5.80362 [10] valid_0's rmse: 5.64424 valid_1's rmse: 5.61358 [11] valid_0's rmse: 5.47637 valid_1's rmse: 5.44766 [12] valid_0's rmse: 5.33236 valid_1's rmse: 5.3056 [13] valid_0's rmse: 5.19089 valid_1's rmse: 5.16523 [14] valid_0's rmse: 5.08182 valid_1's rmse: 5.05708 [15] valid_0's rmse: 4.9522 valid_1's rmse: 4.92849 [16] valid_0's rmse: 4.85582 valid_1's rmse: 4.83318 [17] valid_0's rmse: 4.78728 valid_1's rmse: 4.76584 [18] valid_0's rmse: 4.71848 valid_1's rmse: 4.69805 [19] valid_0's rmse: 4.65857 valid_1's rmse: 4.63896 [20] valid_0's rmse: 4.61007 valid_1's rmse: 4.59354 [21] valid_0's rmse: 4.54933 valid_1's rmse: 4.53404 [22] valid_0's rmse: 4.50892 valid_1's rmse: 4.49425 [23] valid_0's rmse: 4.46585 valid_1's rmse: 4.45133 [24] valid_0's rmse: 4.43739 valid_1's rmse: 4.42407 [25] valid_0's rmse: 4.40371 valid_1's rmse: 4.39119 [26] valid_0's rmse: 4.37876 valid_1's rmse: 4.36775 [27] valid_0's rmse: 4.35773 valid_1's rmse: 4.34788 [28] valid_0's rmse: 4.32205 valid_1's rmse: 4.31259 [29] valid_0's rmse: 4.28499 valid_1's rmse: 4.27615 [30] valid_0's rmse: 4.26888 valid_1's rmse: 4.26224 [31] valid_0's rmse: 4.23406 valid_1's rmse: 4.22822 [32] valid_0's rmse: 4.21785 valid_1's rmse: 4.21281 [33] valid_0's rmse: 4.20716 valid_1's rmse: 4.20318 [34] valid_0's rmse: 4.19655 valid_1's rmse: 4.19371 [35] valid_0's rmse: 4.17381 valid_1's rmse: 4.1716 [36] valid_0's rmse: 4.15763 valid_1's rmse: 4.1559 [37] valid_0's rmse: 4.1425 valid_1's rmse: 4.14089 [38] valid_0's rmse: 4.12269 valid_1's rmse: 4.12191 [39] valid_0's rmse: 4.11019 valid_1's rmse: 4.10984 [40] valid_0's rmse: 4.10289 valid_1's rmse: 4.10453 [41] valid_0's rmse: 4.09098 valid_1's rmse: 4.09367 [42] valid_0's rmse: 4.08178 valid_1's rmse: 4.08558 [43] valid_0's rmse: 4.07353 valid_1's rmse: 4.07807 [44] valid_0's rmse: 4.05806 valid_1's rmse: 4.06299 [45] valid_0's rmse: 4.05048 valid_1's rmse: 4.05669 [46] valid_0's rmse: 4.04472 valid_1's rmse: 4.05225 [47] valid_0's rmse: 4.04044 valid_1's rmse: 4.04923 [48] valid_0's rmse: 4.026 valid_1's rmse: 4.03506 [49] valid_0's rmse: 4.01705 valid_1's rmse: 4.02668 [50] valid_0's rmse: 4.01138 valid_1's rmse: 4.02326 [51] valid_0's rmse: 4.00535 valid_1's rmse: 4.01867 [52] valid_0's rmse: 3.99987 valid_1's rmse: 4.01523 [53] valid_0's rmse: 3.99172 valid_1's rmse: 4.00863 [54] valid_0's rmse: 3.98142 valid_1's rmse: 3.99853 [55] valid_0's rmse: 3.97323 valid_1's rmse: 3.99092 [56] valid_0's rmse: 3.96539 valid_1's rmse: 3.98345 [57] valid_0's rmse: 3.95942 valid_1's rmse: 3.97789 [58] valid_0's rmse: 3.94884 valid_1's rmse: 3.96789 [59] valid_0's rmse: 3.94374 valid_1's rmse: 3.96577 [60] valid_0's rmse: 3.93026 valid_1's rmse: 3.95238 [61] valid_0's rmse: 3.92245 valid_1's rmse: 3.9454 [62] valid_0's rmse: 3.91666 valid_1's rmse: 3.94074 [63] valid_0's rmse: 3.91091 valid_1's rmse: 3.93564 [64] valid_0's rmse: 3.90562 valid_1's rmse: 3.93132 [65] valid_0's rmse: 3.90027 valid_1's rmse: 3.92673 [66] valid_0's rmse: 3.89562 valid_1's rmse: 3.92419 [67] valid_0's rmse: 3.89043 valid_1's rmse: 3.91904 [68] valid_0's rmse: 3.88323 valid_1's rmse: 3.91427 [69] valid_0's rmse: 3.87978 valid_1's rmse: 3.91133 [70] valid_0's rmse: 3.87565 valid_1's rmse: 3.90843 [71] valid_0's rmse: 3.87248 valid_1's rmse: 3.90615 [72] valid_0's rmse: 3.86913 valid_1's rmse: 3.9036 [73] valid_0's rmse: 3.86263 valid_1's rmse: 3.89797 [74] valid_0's rmse: 3.85827 valid_1's rmse: 3.89404 [75] valid_0's rmse: 3.85414 valid_1's rmse: 3.89062 [76] valid_0's rmse: 3.85124 valid_1's rmse: 3.889 [77] valid_0's rmse: 3.84368 valid_1's rmse: 3.88119 [78] valid_0's rmse: 3.83643 valid_1's rmse: 3.87479 [79] valid_0's rmse: 3.83356 valid_1's rmse: 3.87413 [80] valid_0's rmse: 3.8261 valid_1's rmse: 3.86704 [81] valid_0's rmse: 3.82145 valid_1's rmse: 3.86302 [82] valid_0's rmse: 3.81889 valid_1's rmse: 3.86141 [83] valid_0's rmse: 3.81627 valid_1's rmse: 3.86014 [84] valid_0's rmse: 3.81295 valid_1's rmse: 3.85769 [85] valid_0's rmse: 3.80994 valid_1's rmse: 3.85713 [86] valid_0's rmse: 3.80516 valid_1's rmse: 3.85327 [87] valid_0's rmse: 3.80154 valid_1's rmse: 3.85001 [88] valid_0's rmse: 3.79897 valid_1's rmse: 3.84827 [89] valid_0's rmse: 3.79505 valid_1's rmse: 3.84462 [90] valid_0's rmse: 3.79225 valid_1's rmse: 3.84312 [91] valid_0's rmse: 3.78991 valid_1's rmse: 3.8411 [92] valid_0's rmse: 3.78787 valid_1's rmse: 3.83986 [93] valid_0's rmse: 3.78408 valid_1's rmse: 3.83627 [94] valid_0's rmse: 3.78075 valid_1's rmse: 3.83412 [95] valid_0's rmse: 3.77658 valid_1's rmse: 3.83074 [96] valid_0's rmse: 3.77434 valid_1's rmse: 3.83069 [97] valid_0's rmse: 3.77162 valid_1's rmse: 3.82855 [98] valid_0's rmse: 3.76951 valid_1's rmse: 3.82821 [99] valid_0's rmse: 3.76448 valid_1's rmse: 3.8236 [100] valid_0's rmse: 3.76181 valid_1's rmse: 3.8216 [101] valid_0's rmse: 3.75996 valid_1's rmse: 3.82144 [102] valid_0's rmse: 3.75734 valid_1's rmse: 3.82007 [103] valid_0's rmse: 3.75498 valid_1's rmse: 3.81922 [104] valid_0's rmse: 3.75105 valid_1's rmse: 3.81715 [105] valid_0's rmse: 3.74841 valid_1's rmse: 3.81546 [106] valid_0's rmse: 3.74599 valid_1's rmse: 3.81355 [107] valid_0's rmse: 3.74291 valid_1's rmse: 3.81185 [108] valid_0's rmse: 3.74096 valid_1's rmse: 3.81116 [109] valid_0's rmse: 3.73782 valid_1's rmse: 3.8084 [110] valid_0's rmse: 3.73621 valid_1's rmse: 3.80795 [111] valid_0's rmse: 3.73186 valid_1's rmse: 3.80446 [112] valid_0's rmse: 3.7282 valid_1's rmse: 3.8016 [113] valid_0's rmse: 3.72655 valid_1's rmse: 3.80169 [114] valid_0's rmse: 3.72398 valid_1's rmse: 3.80085 [115] valid_0's rmse: 3.72162 valid_1's rmse: 3.79981 [116] valid_0's rmse: 3.71803 valid_1's rmse: 3.79706 [117] valid_0's rmse: 3.7143 valid_1's rmse: 3.79381 [118] valid_0's rmse: 3.71294 valid_1's rmse: 3.79308 [119] valid_0's rmse: 3.7092 valid_1's rmse: 3.78952 [120] valid_0's rmse: 3.70787 valid_1's rmse: 3.78908 [121] valid_0's rmse: 3.70583 valid_1's rmse: 3.78869 [122] valid_0's rmse: 3.70408 valid_1's rmse: 3.788 [123] valid_0's rmse: 3.70223 valid_1's rmse: 3.78718 [124] valid_0's rmse: 3.69932 valid_1's rmse: 3.78466 [125] valid_0's rmse: 3.69642 valid_1's rmse: 3.78225 [126] valid_0's rmse: 3.69498 valid_1's rmse: 3.78165 [127] valid_0's rmse: 3.69333 valid_1's rmse: 3.78125 [128] valid_0's rmse: 3.69174 valid_1's rmse: 3.78119 [129] valid_0's rmse: 3.68949 valid_1's rmse: 3.77985 [130] valid_0's rmse: 3.68759 valid_1's rmse: 3.77955 [131] valid_0's rmse: 3.68579 valid_1's rmse: 3.7784 [132] valid_0's rmse: 3.68379 valid_1's rmse: 3.77689 [133] valid_0's rmse: 3.68193 valid_1's rmse: 3.7771 [134] valid_0's rmse: 3.68045 valid_1's rmse: 3.77654 [135] valid_0's rmse: 3.67857 valid_1's rmse: 3.77614 [136] valid_0's rmse: 3.67648 valid_1's rmse: 3.77467 [137] valid_0's rmse: 3.67486 valid_1's rmse: 3.77387 [138] valid_0's rmse: 3.67277 valid_1's rmse: 3.77288 [139] valid_0's rmse: 3.67088 valid_1's rmse: 3.77124 [140] valid_0's rmse: 3.66941 valid_1's rmse: 3.77039 [141] valid_0's rmse: 3.66783 valid_1's rmse: 3.77004 [142] valid_0's rmse: 3.66608 valid_1's rmse: 3.76901 [143] valid_0's rmse: 3.66451 valid_1's rmse: 3.76842 [144] valid_0's rmse: 3.66287 valid_1's rmse: 3.76773 [145] valid_0's rmse: 3.6616 valid_1's rmse: 3.76764 [146] valid_0's rmse: 3.65862 valid_1's rmse: 3.7649 [147] valid_0's rmse: 3.65612 valid_1's rmse: 3.7641 [148] valid_0's rmse: 3.65445 valid_1's rmse: 3.76332 [149] valid_0's rmse: 3.65304 valid_1's rmse: 3.76293 [150] valid_0's rmse: 3.65064 valid_1's rmse: 3.761 [151] valid_0's rmse: 3.64876 valid_1's rmse: 3.7595 [152] valid_0's rmse: 3.64725 valid_1's rmse: 3.75921 [153] valid_0's rmse: 3.64589 valid_1's rmse: 3.75889 [154] valid_0's rmse: 3.64484 valid_1's rmse: 3.75839 [155] valid_0's rmse: 3.64354 valid_1's rmse: 3.75758 [156] valid_0's rmse: 3.64209 valid_1's rmse: 3.75699 [157] valid_0's rmse: 3.64102 valid_1's rmse: 3.75673 [158] valid_0's rmse: 3.63972 valid_1's rmse: 3.756 [159] valid_0's rmse: 3.63789 valid_1's rmse: 3.7545 [160] valid_0's rmse: 3.63641 valid_1's rmse: 3.75453 [161] valid_0's rmse: 3.63466 valid_1's rmse: 3.75352 [162] valid_0's rmse: 3.63264 valid_1's rmse: 3.75199 [163] valid_0's rmse: 3.63087 valid_1's rmse: 3.75088 [164] valid_0's rmse: 3.62961 valid_1's rmse: 3.75021 [165] valid_0's rmse: 3.62816 valid_1's rmse: 3.74908 [166] valid_0's rmse: 3.62589 valid_1's rmse: 3.7479 [167] valid_0's rmse: 3.62412 valid_1's rmse: 3.74726 [168] valid_0's rmse: 3.62266 valid_1's rmse: 3.74655 [169] valid_0's rmse: 3.62148 valid_1's rmse: 3.74699 [170] valid_0's rmse: 3.62009 valid_1's rmse: 3.74638 [171] valid_0's rmse: 3.61806 valid_1's rmse: 3.74502 [172] valid_0's rmse: 3.61727 valid_1's rmse: 3.74462 [173] valid_0's rmse: 3.61603 valid_1's rmse: 3.74407 [174] valid_0's rmse: 3.6143 valid_1's rmse: 3.74273 [175] valid_0's rmse: 3.61301 valid_1's rmse: 3.74235 [176] valid_0's rmse: 3.61178 valid_1's rmse: 3.74194 [177] valid_0's rmse: 3.6103 valid_1's rmse: 3.74095 [178] valid_0's rmse: 3.60894 valid_1's rmse: 3.7409 [179] valid_0's rmse: 3.60779 valid_1's rmse: 3.74059 [180] valid_0's rmse: 3.6071 valid_1's rmse: 3.74051 [181] valid_0's rmse: 3.60552 valid_1's rmse: 3.74037 [182] valid_0's rmse: 3.60455 valid_1's rmse: 3.74053 [183] valid_0's rmse: 3.60352 valid_1's rmse: 3.74088 [184] valid_0's rmse: 3.60141 valid_1's rmse: 3.74004 [185] valid_0's rmse: 3.60013 valid_1's rmse: 3.74001 [186] valid_0's rmse: 3.59933 valid_1's rmse: 3.74049 [187] valid_0's rmse: 3.59846 valid_1's rmse: 3.74078 [188] valid_0's rmse: 3.59722 valid_1's rmse: 3.74003 [189] valid_0's rmse: 3.5959 valid_1's rmse: 3.73899 [190] valid_0's rmse: 3.59509 valid_1's rmse: 3.73891 [191] valid_0's rmse: 3.59378 valid_1's rmse: 3.73839 [192] valid_0's rmse: 3.59257 valid_1's rmse: 3.73767 [193] valid_0's rmse: 3.5913 valid_1's rmse: 3.73734 [194] valid_0's rmse: 3.59041 valid_1's rmse: 3.73759 [195] valid_0's rmse: 3.5896 valid_1's rmse: 3.73714 [196] valid_0's rmse: 3.5881 valid_1's rmse: 3.73701 [197] valid_0's rmse: 3.58699 valid_1's rmse: 3.73657 [198] valid_0's rmse: 3.58603 valid_1's rmse: 3.73592 [199] valid_0's rmse: 3.58521 valid_1's rmse: 3.73572 [200] valid_0's rmse: 3.58349 valid_1's rmse: 3.73529 [201] valid_0's rmse: 3.58191 valid_1's rmse: 3.73439 [202] valid_0's rmse: 3.58081 valid_1's rmse: 3.73405 [203] valid_0's rmse: 3.57992 valid_1's rmse: 3.73386 [204] valid_0's rmse: 3.57857 valid_1's rmse: 3.73309 [205] valid_0's rmse: 3.57765 valid_1's rmse: 3.73252 [206] valid_0's rmse: 3.577 valid_1's rmse: 3.73238 [207] valid_0's rmse: 3.57634 valid_1's rmse: 3.73219 [208] valid_0's rmse: 3.57508 valid_1's rmse: 3.73129 [209] valid_0's rmse: 3.57328 valid_1's rmse: 3.73054 [210] valid_0's rmse: 3.57231 valid_1's rmse: 3.73055 [211] valid_0's rmse: 3.57142 valid_1's rmse: 3.73015 [212] valid_0's rmse: 3.57022 valid_1's rmse: 3.72952 [213] valid_0's rmse: 3.56934 valid_1's rmse: 3.7292 [214] valid_0's rmse: 3.56858 valid_1's rmse: 3.72899 [215] valid_0's rmse: 3.56767 valid_1's rmse: 3.72856 [216] valid_0's rmse: 3.56649 valid_1's rmse: 3.72795 [217] valid_0's rmse: 3.56575 valid_1's rmse: 3.72761 [218] valid_0's rmse: 3.56449 valid_1's rmse: 3.72766 [219] valid_0's rmse: 3.56343 valid_1's rmse: 3.72696 [220] valid_0's rmse: 3.56259 valid_1's rmse: 3.72686 [221] valid_0's rmse: 3.56175 valid_1's rmse: 3.72658 [222] valid_0's rmse: 3.5608 valid_1's rmse: 3.72655 [223] valid_0's rmse: 3.55996 valid_1's rmse: 3.72651 [224] valid_0's rmse: 3.55897 valid_1's rmse: 3.72609 [225] valid_0's rmse: 3.55758 valid_1's rmse: 3.7266 [226] valid_0's rmse: 3.5568 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valid_0's rmse: 3.53653 valid_1's rmse: 3.71863 [246] valid_0's rmse: 3.53531 valid_1's rmse: 3.7179 [247] valid_0's rmse: 3.53431 valid_1's rmse: 3.7176 [248] valid_0's rmse: 3.53313 valid_1's rmse: 3.71679 [249] valid_0's rmse: 3.53252 valid_1's rmse: 3.71655 [250] valid_0's rmse: 3.531 valid_1's rmse: 3.71601 [251] valid_0's rmse: 3.53017 valid_1's rmse: 3.71604 [252] valid_0's rmse: 3.52929 valid_1's rmse: 3.71544 [253] valid_0's rmse: 3.52848 valid_1's rmse: 3.71477 [254] valid_0's rmse: 3.52733 valid_1's rmse: 3.71384 [255] valid_0's rmse: 3.52605 valid_1's rmse: 3.71385 [256] valid_0's rmse: 3.5251 valid_1's rmse: 3.71358 [257] valid_0's rmse: 3.5234 valid_1's rmse: 3.71257 [258] valid_0's rmse: 3.52287 valid_1's rmse: 3.71266 [259] valid_0's rmse: 3.52169 valid_1's rmse: 3.71191 [260] valid_0's rmse: 3.52072 valid_1's rmse: 3.71226 [261] valid_0's rmse: 3.51995 valid_1's rmse: 3.71218 [262] valid_0's rmse: 3.51926 valid_1's rmse: 3.71234 [263] valid_0's rmse: 3.51823 valid_1's 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[449] valid_0's rmse: 3.38407 valid_1's rmse: 3.68164 [450] valid_0's rmse: 3.38357 valid_1's rmse: 3.68159 [451] valid_0's rmse: 3.38296 valid_1's rmse: 3.68156 [452] valid_0's rmse: 3.38263 valid_1's rmse: 3.68144 [453] valid_0's rmse: 3.38226 valid_1's rmse: 3.6814 [454] valid_0's rmse: 3.38168 valid_1's rmse: 3.68162 [455] valid_0's rmse: 3.38105 valid_1's rmse: 3.68139 [456] valid_0's rmse: 3.38037 valid_1's rmse: 3.68134 [457] valid_0's rmse: 3.3798 valid_1's rmse: 3.6814 [458] valid_0's rmse: 3.37931 valid_1's rmse: 3.6813 [459] valid_0's rmse: 3.37891 valid_1's rmse: 3.68139 [460] valid_0's rmse: 3.37828 valid_1's rmse: 3.68101 [461] valid_0's rmse: 3.37774 valid_1's rmse: 3.68077 [462] valid_0's rmse: 3.37728 valid_1's rmse: 3.68039 [463] valid_0's rmse: 3.37668 valid_1's rmse: 3.68013 [464] valid_0's rmse: 3.37611 valid_1's rmse: 3.67981 [465] valid_0's rmse: 3.37498 valid_1's rmse: 3.67907 [466] valid_0's rmse: 3.3746 valid_1's rmse: 3.67908 [467] valid_0's rmse: 3.37409 valid_1's rmse: 3.679 [468] valid_0's rmse: 3.37327 valid_1's rmse: 3.67865 [469] valid_0's rmse: 3.37281 valid_1's rmse: 3.6785 [470] valid_0's rmse: 3.3722 valid_1's rmse: 3.6784 [471] valid_0's rmse: 3.3713 valid_1's rmse: 3.67793 [472] valid_0's rmse: 3.37081 valid_1's rmse: 3.67769 [473] valid_0's rmse: 3.37013 valid_1's rmse: 3.67806 [474] valid_0's rmse: 3.36944 valid_1's rmse: 3.67812 [475] valid_0's rmse: 3.36903 valid_1's rmse: 3.67793 [476] valid_0's rmse: 3.36851 valid_1's rmse: 3.67769 [477] valid_0's rmse: 3.3681 valid_1's rmse: 3.67762 [478] valid_0's rmse: 3.36735 valid_1's rmse: 3.67735 [479] valid_0's rmse: 3.36666 valid_1's rmse: 3.67721 [480] valid_0's rmse: 3.36612 valid_1's rmse: 3.67698 [481] valid_0's rmse: 3.36557 valid_1's rmse: 3.67686 [482] valid_0's rmse: 3.36509 valid_1's rmse: 3.67661 [483] valid_0's rmse: 3.36447 valid_1's rmse: 3.67695 [484] valid_0's rmse: 3.36387 valid_1's rmse: 3.67668 [485] valid_0's rmse: 3.36335 valid_1's rmse: 3.6764 [486] valid_0's rmse: 3.3631 valid_1's rmse: 3.67647 [487] valid_0's rmse: 3.36249 valid_1's rmse: 3.67634 [488] valid_0's rmse: 3.36189 valid_1's rmse: 3.67632 [489] valid_0's rmse: 3.36141 valid_1's rmse: 3.67627 [490] valid_0's rmse: 3.3608 valid_1's rmse: 3.67628 [491] valid_0's rmse: 3.36024 valid_1's rmse: 3.67619 [492] valid_0's rmse: 3.35993 valid_1's rmse: 3.67605 [493] valid_0's rmse: 3.3596 valid_1's rmse: 3.67599 [494] valid_0's rmse: 3.35906 valid_1's rmse: 3.67587 [495] valid_0's rmse: 3.35871 valid_1's rmse: 3.67593 [496] valid_0's rmse: 3.35828 valid_1's rmse: 3.67592 [497] valid_0's rmse: 3.35794 valid_1's rmse: 3.6758 [498] valid_0's rmse: 3.35774 valid_1's rmse: 3.67572 [499] valid_0's rmse: 3.35709 valid_1's rmse: 3.67559 [500] valid_0's rmse: 3.35674 valid_1's rmse: 3.67553 [501] valid_0's rmse: 3.35628 valid_1's rmse: 3.6755 [502] valid_0's rmse: 3.35579 valid_1's rmse: 3.67535 [503] valid_0's rmse: 3.3555 valid_1's rmse: 3.67522 [504] valid_0's rmse: 3.35511 valid_1's rmse: 3.67518 [505] valid_0's rmse: 3.35463 valid_1's rmse: 3.67505 [506] valid_0's rmse: 3.35391 valid_1's rmse: 3.67457 [507] valid_0's rmse: 3.35349 valid_1's rmse: 3.67479 [508] valid_0's rmse: 3.35305 valid_1's rmse: 3.67492 [509] valid_0's rmse: 3.35267 valid_1's rmse: 3.67483 [510] valid_0's rmse: 3.35225 valid_1's rmse: 3.67466 [511] valid_0's rmse: 3.35174 valid_1's rmse: 3.67467 [512] valid_0's rmse: 3.35121 valid_1's rmse: 3.67454 [513] valid_0's rmse: 3.35076 valid_1's rmse: 3.67455 [514] valid_0's rmse: 3.35033 valid_1's rmse: 3.67448 [515] valid_0's rmse: 3.34962 valid_1's rmse: 3.67435 [516] valid_0's rmse: 3.34925 valid_1's rmse: 3.67436 [517] valid_0's rmse: 3.34884 valid_1's rmse: 3.67417 [518] valid_0's rmse: 3.34844 valid_1's rmse: 3.67437 [519] valid_0's rmse: 3.34786 valid_1's rmse: 3.67412 [520] valid_0's rmse: 3.34725 valid_1's rmse: 3.67432 [521] valid_0's rmse: 3.34696 valid_1's rmse: 3.67427 [522] valid_0's rmse: 3.34666 valid_1's rmse: 3.67418 [523] valid_0's rmse: 3.34623 valid_1's rmse: 3.67442 [524] valid_0's rmse: 3.34568 valid_1's rmse: 3.67424 [525] valid_0's rmse: 3.34519 valid_1's rmse: 3.67422 [526] valid_0's rmse: 3.34493 valid_1's rmse: 3.67421 [527] valid_0's rmse: 3.34442 valid_1's rmse: 3.67426 [528] valid_0's rmse: 3.34382 valid_1's rmse: 3.67423 [529] valid_0's rmse: 3.34346 valid_1's rmse: 3.67414 [530] valid_0's rmse: 3.34289 valid_1's rmse: 3.67385 [531] valid_0's rmse: 3.34251 valid_1's rmse: 3.67396 [532] valid_0's rmse: 3.342 valid_1's rmse: 3.67366 [533] valid_0's rmse: 3.34155 valid_1's rmse: 3.67347 [534] valid_0's rmse: 3.34104 valid_1's rmse: 3.67329 [535] valid_0's rmse: 3.34065 valid_1's rmse: 3.67321 [536] valid_0's rmse: 3.34012 valid_1's rmse: 3.67288 [537] valid_0's rmse: 3.33985 valid_1's rmse: 3.67295 [538] valid_0's rmse: 3.33948 valid_1's rmse: 3.6728 [539] valid_0's rmse: 3.33899 valid_1's rmse: 3.67251 [540] valid_0's rmse: 3.33853 valid_1's rmse: 3.67233 [541] valid_0's rmse: 3.33801 valid_1's rmse: 3.67246 [542] valid_0's rmse: 3.33762 valid_1's rmse: 3.67228 [543] valid_0's rmse: 3.33744 valid_1's rmse: 3.67229 [544] valid_0's rmse: 3.33708 valid_1's rmse: 3.67224 [545] valid_0's rmse: 3.33649 valid_1's rmse: 3.67225 [546] valid_0's rmse: 3.336 valid_1's rmse: 3.67207 [547] valid_0's rmse: 3.33535 valid_1's rmse: 3.67156 [548] valid_0's rmse: 3.33493 valid_1's rmse: 3.67159 [549] valid_0's rmse: 3.33467 valid_1's rmse: 3.67145 [550] valid_0's rmse: 3.33439 valid_1's rmse: 3.67146 [551] valid_0's rmse: 3.33416 valid_1's rmse: 3.6715 [552] valid_0's rmse: 3.33376 valid_1's rmse: 3.6713 [553] valid_0's rmse: 3.3335 valid_1's rmse: 3.67135 [554] valid_0's rmse: 3.33319 valid_1's rmse: 3.67129 [555] valid_0's rmse: 3.33273 valid_1's rmse: 3.67129 [556] valid_0's rmse: 3.33231 valid_1's rmse: 3.67101 [557] valid_0's rmse: 3.33218 valid_1's rmse: 3.671 [558] valid_0's rmse: 3.33193 valid_1's rmse: 3.67098 [559] valid_0's rmse: 3.33129 valid_1's rmse: 3.67084 [560] valid_0's rmse: 3.33088 valid_1's rmse: 3.67073 [561] valid_0's rmse: 3.33045 valid_1's rmse: 3.6707 [562] valid_0's rmse: 3.32949 valid_1's rmse: 3.67055 [563] valid_0's rmse: 3.32902 valid_1's rmse: 3.67035 [564] valid_0's rmse: 3.32837 valid_1's rmse: 3.6699 [565] valid_0's rmse: 3.32766 valid_1's rmse: 3.66977 [566] valid_0's rmse: 3.32726 valid_1's rmse: 3.6699 [567] valid_0's rmse: 3.32683 valid_1's rmse: 3.66975 [568] valid_0's rmse: 3.32637 valid_1's rmse: 3.66986 [569] valid_0's rmse: 3.32574 valid_1's rmse: 3.66953 [570] valid_0's rmse: 3.32545 valid_1's rmse: 3.66938 [571] valid_0's rmse: 3.32515 valid_1's rmse: 3.66941 [572] valid_0's rmse: 3.32478 valid_1's rmse: 3.66949 [573] valid_0's rmse: 3.32415 valid_1's rmse: 3.6693 [574] valid_0's rmse: 3.3234 valid_1's rmse: 3.66893 [575] valid_0's rmse: 3.32297 valid_1's rmse: 3.66877 [576] valid_0's rmse: 3.32245 valid_1's rmse: 3.66883 [577] valid_0's rmse: 3.3221 valid_1's rmse: 3.66881 [578] valid_0's rmse: 3.32162 valid_1's rmse: 3.66867 [579] valid_0's rmse: 3.3214 valid_1's rmse: 3.66858 [580] valid_0's rmse: 3.32105 valid_1's rmse: 3.66848 [581] valid_0's rmse: 3.32054 valid_1's rmse: 3.66871 [582] valid_0's rmse: 3.31998 valid_1's rmse: 3.66847 [583] valid_0's rmse: 3.31936 valid_1's rmse: 3.66815 [584] valid_0's rmse: 3.31892 valid_1's rmse: 3.66803 [585] valid_0's rmse: 3.31847 valid_1's rmse: 3.66806 [586] valid_0's rmse: 3.31796 valid_1's rmse: 3.66786 [587] valid_0's rmse: 3.31755 valid_1's rmse: 3.66784 [588] valid_0's rmse: 3.31712 valid_1's rmse: 3.66787 [589] valid_0's rmse: 3.31651 valid_1's rmse: 3.66801 [590] valid_0's rmse: 3.3161 valid_1's rmse: 3.6679 [591] valid_0's rmse: 3.31598 valid_1's rmse: 3.66791 [592] valid_0's rmse: 3.31559 valid_1's rmse: 3.66786 [593] valid_0's rmse: 3.31507 valid_1's rmse: 3.66802 [594] valid_0's rmse: 3.3146 valid_1's rmse: 3.66794 [595] valid_0's rmse: 3.31423 valid_1's rmse: 3.66791 [596] valid_0's rmse: 3.31403 valid_1's rmse: 3.66789 [597] valid_0's rmse: 3.31357 valid_1's rmse: 3.66766 [598] valid_0's rmse: 3.31311 valid_1's rmse: 3.66769 [599] valid_0's rmse: 3.3129 valid_1's rmse: 3.66756 [600] valid_0's rmse: 3.31244 valid_1's rmse: 3.66755 [601] valid_0's rmse: 3.31182 valid_1's rmse: 3.66714 [602] valid_0's rmse: 3.31139 valid_1's rmse: 3.66711 [603] valid_0's rmse: 3.31085 valid_1's rmse: 3.66685 [604] valid_0's rmse: 3.31024 valid_1's rmse: 3.66665 [605] valid_0's rmse: 3.30977 valid_1's rmse: 3.66661 [606] valid_0's rmse: 3.3092 valid_1's rmse: 3.66646 [607] valid_0's rmse: 3.30875 valid_1's rmse: 3.66643 [608] valid_0's rmse: 3.30847 valid_1's rmse: 3.66635 [609] valid_0's rmse: 3.30808 valid_1's rmse: 3.66636 [610] valid_0's rmse: 3.30761 valid_1's rmse: 3.66621 [611] valid_0's rmse: 3.30719 valid_1's rmse: 3.6662 [612] valid_0's rmse: 3.30663 valid_1's rmse: 3.66604 [613] valid_0's rmse: 3.30617 valid_1's rmse: 3.66577 [614] valid_0's rmse: 3.30582 valid_1's rmse: 3.66578 [615] valid_0's rmse: 3.30543 valid_1's rmse: 3.66571 [616] valid_0's rmse: 3.30505 valid_1's rmse: 3.66567 [617] valid_0's rmse: 3.30469 valid_1's rmse: 3.66567 [618] valid_0's rmse: 3.30431 valid_1's rmse: 3.66549 [619] valid_0's rmse: 3.30398 valid_1's rmse: 3.66551 [620] valid_0's rmse: 3.30355 valid_1's rmse: 3.6653 [621] valid_0's rmse: 3.30305 valid_1's rmse: 3.66542 [622] valid_0's rmse: 3.30261 valid_1's rmse: 3.66527 [623] valid_0's rmse: 3.30212 valid_1's rmse: 3.66498 [624] valid_0's rmse: 3.3017 valid_1's rmse: 3.66489 [625] valid_0's rmse: 3.30122 valid_1's rmse: 3.66498 [626] valid_0's rmse: 3.30086 valid_1's rmse: 3.66499 [627] valid_0's rmse: 3.30037 valid_1's rmse: 3.66482 [628] valid_0's rmse: 3.30001 valid_1's rmse: 3.6648 [629] valid_0's rmse: 3.29949 valid_1's rmse: 3.6645 [630] valid_0's rmse: 3.29897 valid_1's rmse: 3.66448 [631] valid_0's rmse: 3.2984 valid_1's rmse: 3.66415 [632] valid_0's rmse: 3.29793 valid_1's rmse: 3.66435 [633] valid_0's rmse: 3.29726 valid_1's rmse: 3.66416 [634] valid_0's rmse: 3.29683 valid_1's rmse: 3.66392 [635] valid_0's rmse: 3.29614 valid_1's rmse: 3.66405 [636] valid_0's rmse: 3.2957 valid_1's rmse: 3.66401 [637] valid_0's rmse: 3.29518 valid_1's rmse: 3.66386 [638] valid_0's rmse: 3.29463 valid_1's rmse: 3.66356 [639] valid_0's rmse: 3.29418 valid_1's rmse: 3.66332 [640] valid_0's rmse: 3.29374 valid_1's rmse: 3.66316 [641] valid_0's rmse: 3.29336 valid_1's rmse: 3.66315 [642] valid_0's rmse: 3.29306 valid_1's rmse: 3.66324 [643] valid_0's rmse: 3.2926 valid_1's rmse: 3.66302 [644] valid_0's rmse: 3.29235 valid_1's rmse: 3.66306 [645] valid_0's rmse: 3.29212 valid_1's rmse: 3.66284 [646] valid_0's rmse: 3.29165 valid_1's rmse: 3.66307 [647] valid_0's rmse: 3.29128 valid_1's rmse: 3.66305 [648] valid_0's rmse: 3.29102 valid_1's rmse: 3.66303 [649] valid_0's rmse: 3.29054 valid_1's rmse: 3.66306 [650] valid_0's rmse: 3.2903 valid_1's rmse: 3.663 [651] valid_0's rmse: 3.28984 valid_1's rmse: 3.66293 [652] valid_0's rmse: 3.28913 valid_1's rmse: 3.66283 [653] valid_0's rmse: 3.28872 valid_1's rmse: 3.663 [654] valid_0's rmse: 3.28819 valid_1's rmse: 3.66288 [655] valid_0's rmse: 3.28772 valid_1's rmse: 3.66278 [656] valid_0's rmse: 3.28739 valid_1's rmse: 3.66268 [657] valid_0's rmse: 3.28699 valid_1's rmse: 3.66256 [658] valid_0's rmse: 3.28659 valid_1's rmse: 3.66285 [659] valid_0's rmse: 3.28612 valid_1's rmse: 3.66268 [660] valid_0's rmse: 3.2855 valid_1's rmse: 3.6623 [661] valid_0's rmse: 3.28488 valid_1's rmse: 3.66221 [662] valid_0's rmse: 3.28451 valid_1's rmse: 3.66221 [663] valid_0's rmse: 3.28417 valid_1's rmse: 3.66264 [664] valid_0's rmse: 3.28368 valid_1's rmse: 3.66245 [665] valid_0's rmse: 3.28331 valid_1's rmse: 3.6624 [666] valid_0's rmse: 3.28302 valid_1's rmse: 3.66242 [667] valid_0's rmse: 3.28237 valid_1's rmse: 3.66201 [668] valid_0's rmse: 3.28198 valid_1's rmse: 3.66191 [669] valid_0's rmse: 3.28171 valid_1's rmse: 3.66187 [670] valid_0's rmse: 3.28132 valid_1's rmse: 3.66163 [671] valid_0's rmse: 3.28094 valid_1's rmse: 3.66155 [672] valid_0's rmse: 3.28053 valid_1's rmse: 3.66146 [673] valid_0's rmse: 3.28011 valid_1's rmse: 3.66164 [674] valid_0's rmse: 3.27948 valid_1's rmse: 3.66167 [675] valid_0's rmse: 3.27907 valid_1's rmse: 3.66163 [676] valid_0's rmse: 3.27863 valid_1's rmse: 3.66216 [677] valid_0's rmse: 3.27842 valid_1's rmse: 3.66219 [678] valid_0's rmse: 3.27785 valid_1's rmse: 3.66221 [679] valid_0's rmse: 3.27737 valid_1's rmse: 3.66217 [680] valid_0's rmse: 3.27714 valid_1's rmse: 3.66214 [681] valid_0's rmse: 3.27681 valid_1's rmse: 3.66216 [682] valid_0's rmse: 3.27652 valid_1's rmse: 3.66209 [683] valid_0's rmse: 3.27624 valid_1's rmse: 3.66212 [684] valid_0's rmse: 3.27602 valid_1's rmse: 3.662 [685] valid_0's rmse: 3.27571 valid_1's rmse: 3.66207 [686] valid_0's rmse: 3.27506 valid_1's rmse: 3.66158 [687] valid_0's rmse: 3.27472 valid_1's rmse: 3.66158 [688] valid_0's rmse: 3.27451 valid_1's rmse: 3.66153 [689] valid_0's rmse: 3.27424 valid_1's rmse: 3.66165 [690] valid_0's rmse: 3.27399 valid_1's rmse: 3.66168 [691] valid_0's rmse: 3.27366 valid_1's rmse: 3.66165 [692] valid_0's rmse: 3.27311 valid_1's rmse: 3.66158 Early stopping, best iteration is: [672] valid_0's rmse: 3.28053 valid_1's rmse: 3.66146 SCORE: 3.661457632496067 [1] valid_0's rmse: 8.98026 valid_1's rmse: 8.93935 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39114 valid_1's rmse: 8.35161 [3] valid_0's rmse: 7.86611 valid_1's rmse: 7.8282 [4] valid_0's rmse: 7.4038 valid_1's rmse: 7.3671 [5] valid_0's rmse: 7.00865 valid_1's rmse: 6.9733 [6] valid_0's rmse: 6.66152 valid_1's rmse: 6.62684 [7] valid_0's rmse: 6.3667 valid_1's rmse: 6.3321 [8] valid_0's rmse: 6.10379 valid_1's rmse: 6.07058 [9] valid_0's rmse: 5.87878 valid_1's rmse: 5.84567 [10] valid_0's rmse: 5.68908 valid_1's rmse: 5.6567 [11] valid_0's rmse: 5.5268 valid_1's rmse: 5.49507 [12] valid_0's rmse: 5.36518 valid_1's rmse: 5.33463 [13] valid_0's rmse: 5.2366 valid_1's rmse: 5.20665 [14] valid_0's rmse: 5.12753 valid_1's rmse: 5.09866 [15] valid_0's rmse: 5.00501 valid_1's rmse: 4.97597 [16] valid_0's rmse: 4.89029 valid_1's rmse: 4.86183 [17] valid_0's rmse: 4.80151 valid_1's rmse: 4.7744 [18] valid_0's rmse: 4.73392 valid_1's rmse: 4.7063 [19] valid_0's rmse: 4.65044 valid_1's rmse: 4.62358 [20] valid_0's rmse: 4.58431 valid_1's rmse: 4.55788 [21] valid_0's rmse: 4.53031 valid_1's rmse: 4.50496 [22] valid_0's rmse: 4.49076 valid_1's rmse: 4.46664 [23] valid_0's rmse: 4.45835 valid_1's rmse: 4.43498 [24] valid_0's rmse: 4.42966 valid_1's rmse: 4.40763 [25] valid_0's rmse: 4.38926 valid_1's rmse: 4.36815 [26] valid_0's rmse: 4.35743 valid_1's rmse: 4.33677 [27] valid_0's rmse: 4.32995 valid_1's rmse: 4.30989 [28] valid_0's rmse: 4.29727 valid_1's rmse: 4.27742 [29] valid_0's rmse: 4.27561 valid_1's rmse: 4.25672 [30] valid_0's rmse: 4.26012 valid_1's rmse: 4.2414 [31] valid_0's rmse: 4.24033 valid_1's rmse: 4.22302 [32] valid_0's rmse: 4.21249 valid_1's rmse: 4.19591 [33] valid_0's rmse: 4.19257 valid_1's rmse: 4.17682 [34] valid_0's rmse: 4.17009 valid_1's rmse: 4.155 [35] valid_0's rmse: 4.15051 valid_1's rmse: 4.13607 [36] valid_0's rmse: 4.14215 valid_1's rmse: 4.12777 [37] valid_0's rmse: 4.12859 valid_1's rmse: 4.11529 [38] valid_0's rmse: 4.11941 valid_1's rmse: 4.10804 [39] valid_0's rmse: 4.11394 valid_1's rmse: 4.10317 [40] valid_0's rmse: 4.10211 valid_1's rmse: 4.09214 [41] valid_0's rmse: 4.09188 valid_1's rmse: 4.08246 [42] valid_0's rmse: 4.08541 valid_1's rmse: 4.07643 [43] valid_0's rmse: 4.07853 valid_1's rmse: 4.07162 [44] valid_0's rmse: 4.061 valid_1's rmse: 4.05395 [45] valid_0's rmse: 4.05146 valid_1's rmse: 4.04729 [46] valid_0's rmse: 4.04507 valid_1's rmse: 4.04144 [47] valid_0's rmse: 4.03899 valid_1's rmse: 4.03623 [48] valid_0's rmse: 4.02985 valid_1's rmse: 4.02737 [49] valid_0's rmse: 4.02433 valid_1's rmse: 4.02238 [50] valid_0's rmse: 4.01412 valid_1's rmse: 4.01263 [51] valid_0's rmse: 4.00421 valid_1's rmse: 4.0029 [52] valid_0's rmse: 3.9978 valid_1's rmse: 3.99913 [53] valid_0's rmse: 3.99298 valid_1's rmse: 3.99543 [54] valid_0's rmse: 3.98601 valid_1's rmse: 3.98906 [55] valid_0's rmse: 3.9806 valid_1's rmse: 3.98534 [56] valid_0's rmse: 3.97547 valid_1's rmse: 3.98176 [57] valid_0's rmse: 3.96735 valid_1's rmse: 3.97403 [58] valid_0's rmse: 3.96177 valid_1's rmse: 3.9694 [59] valid_0's rmse: 3.9577 valid_1's rmse: 3.9658 [60] valid_0's rmse: 3.95288 valid_1's rmse: 3.96169 [61] valid_0's rmse: 3.94836 valid_1's rmse: 3.95985 [62] valid_0's rmse: 3.944 valid_1's rmse: 3.95689 [63] valid_0's rmse: 3.93751 valid_1's rmse: 3.9506 [64] valid_0's rmse: 3.93339 valid_1's rmse: 3.94799 [65] valid_0's rmse: 3.92842 valid_1's rmse: 3.94377 [66] valid_0's rmse: 3.92483 valid_1's rmse: 3.94125 [67] valid_0's rmse: 3.91506 valid_1's rmse: 3.93152 [68] valid_0's rmse: 3.91159 valid_1's rmse: 3.9297 [69] valid_0's rmse: 3.90594 valid_1's rmse: 3.92504 [70] valid_0's rmse: 3.90136 valid_1's rmse: 3.92113 [71] valid_0's rmse: 3.89304 valid_1's rmse: 3.91325 [72] valid_0's rmse: 3.88761 valid_1's rmse: 3.90824 [73] valid_0's rmse: 3.88433 valid_1's rmse: 3.90624 [74] valid_0's rmse: 3.88115 valid_1's rmse: 3.9047 [75] valid_0's rmse: 3.87614 valid_1's rmse: 3.90083 [76] valid_0's rmse: 3.87151 valid_1's rmse: 3.89715 [77] valid_0's rmse: 3.86718 valid_1's rmse: 3.89399 [78] valid_0's rmse: 3.86286 valid_1's rmse: 3.88981 [79] valid_0's rmse: 3.85924 valid_1's rmse: 3.88715 [80] valid_0's rmse: 3.85434 valid_1's rmse: 3.88253 [81] valid_0's rmse: 3.8476 valid_1's rmse: 3.87616 [82] valid_0's rmse: 3.84434 valid_1's rmse: 3.87358 [83] valid_0's rmse: 3.83934 valid_1's rmse: 3.86948 [84] valid_0's rmse: 3.83481 valid_1's rmse: 3.86466 [85] valid_0's rmse: 3.83251 valid_1's rmse: 3.86323 [86] valid_0's rmse: 3.82943 valid_1's rmse: 3.86026 [87] valid_0's rmse: 3.82411 valid_1's rmse: 3.8551 [88] valid_0's rmse: 3.81996 valid_1's rmse: 3.85142 [89] valid_0's rmse: 3.81688 valid_1's rmse: 3.85092 [90] valid_0's rmse: 3.81428 valid_1's rmse: 3.84915 [91] valid_0's rmse: 3.81147 valid_1's rmse: 3.84904 [92] valid_0's rmse: 3.80702 valid_1's rmse: 3.84492 [93] valid_0's rmse: 3.80312 valid_1's rmse: 3.8415 [94] valid_0's rmse: 3.80036 valid_1's rmse: 3.84003 [95] valid_0's rmse: 3.79854 valid_1's rmse: 3.83901 [96] valid_0's rmse: 3.79376 valid_1's rmse: 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valid_1's rmse: 3.66851 [617] valid_0's rmse: 3.35108 valid_1's rmse: 3.66836 [618] valid_0's rmse: 3.35073 valid_1's rmse: 3.66848 [619] valid_0's rmse: 3.35024 valid_1's rmse: 3.66845 [620] valid_0's rmse: 3.34974 valid_1's rmse: 3.66829 [621] valid_0's rmse: 3.34945 valid_1's rmse: 3.66827 [622] valid_0's rmse: 3.34831 valid_1's rmse: 3.66727 [623] valid_0's rmse: 3.34796 valid_1's rmse: 3.66736 [624] valid_0's rmse: 3.34766 valid_1's rmse: 3.66756 [625] valid_0's rmse: 3.34725 valid_1's rmse: 3.66746 [626] valid_0's rmse: 3.34657 valid_1's rmse: 3.66722 [627] valid_0's rmse: 3.3462 valid_1's rmse: 3.66721 [628] valid_0's rmse: 3.34568 valid_1's rmse: 3.6674 [629] valid_0's rmse: 3.34533 valid_1's rmse: 3.6673 [630] valid_0's rmse: 3.34493 valid_1's rmse: 3.66734 [631] valid_0's rmse: 3.34431 valid_1's rmse: 3.66751 [632] valid_0's rmse: 3.34396 valid_1's rmse: 3.6674 [633] valid_0's rmse: 3.3436 valid_1's rmse: 3.6672 [634] valid_0's rmse: 3.34323 valid_1's rmse: 3.66709 [635] valid_0's rmse: 3.34286 valid_1's rmse: 3.66695 [636] valid_0's rmse: 3.34261 valid_1's rmse: 3.667 [637] valid_0's rmse: 3.34245 valid_1's rmse: 3.66694 [638] valid_0's rmse: 3.34212 valid_1's rmse: 3.66674 [639] valid_0's rmse: 3.34175 valid_1's rmse: 3.66664 [640] valid_0's rmse: 3.34154 valid_1's rmse: 3.66661 [641] valid_0's rmse: 3.34115 valid_1's rmse: 3.66667 [642] valid_0's rmse: 3.34065 valid_1's rmse: 3.66679 [643] valid_0's rmse: 3.34045 valid_1's rmse: 3.66672 [644] valid_0's rmse: 3.34007 valid_1's rmse: 3.66673 [645] valid_0's rmse: 3.33978 valid_1's rmse: 3.66676 [646] valid_0's rmse: 3.33945 valid_1's rmse: 3.66692 [647] valid_0's rmse: 3.3391 valid_1's rmse: 3.6668 [648] valid_0's rmse: 3.33873 valid_1's rmse: 3.66689 [649] valid_0's rmse: 3.33842 valid_1's rmse: 3.66673 [650] valid_0's rmse: 3.33799 valid_1's rmse: 3.66692 [651] valid_0's rmse: 3.33747 valid_1's rmse: 3.66705 [652] valid_0's rmse: 3.3371 valid_1's rmse: 3.66695 [653] valid_0's rmse: 3.33679 valid_1's rmse: 3.66675 [654] valid_0's rmse: 3.33658 valid_1's rmse: 3.66683 [655] valid_0's rmse: 3.33628 valid_1's rmse: 3.66671 [656] valid_0's rmse: 3.33598 valid_1's rmse: 3.66677 [657] valid_0's rmse: 3.3356 valid_1's rmse: 3.6665 [658] valid_0's rmse: 3.33519 valid_1's rmse: 3.66672 [659] valid_0's rmse: 3.33482 valid_1's rmse: 3.66681 [660] valid_0's rmse: 3.33449 valid_1's rmse: 3.66662 [661] valid_0's rmse: 3.33421 valid_1's rmse: 3.6666 [662] valid_0's rmse: 3.33402 valid_1's rmse: 3.66657 [663] valid_0's rmse: 3.33356 valid_1's rmse: 3.6664 [664] valid_0's rmse: 3.3331 valid_1's rmse: 3.66631 [665] valid_0's rmse: 3.33279 valid_1's rmse: 3.66633 [666] valid_0's rmse: 3.33253 valid_1's rmse: 3.66619 [667] valid_0's rmse: 3.33222 valid_1's rmse: 3.66608 [668] valid_0's rmse: 3.33199 valid_1's rmse: 3.66621 [669] valid_0's rmse: 3.33155 valid_1's rmse: 3.66594 [670] valid_0's rmse: 3.33114 valid_1's rmse: 3.66581 [671] valid_0's rmse: 3.33063 valid_1's rmse: 3.66573 [672] valid_0's rmse: 3.33018 valid_1's rmse: 3.66556 [673] valid_0's rmse: 3.32985 valid_1's rmse: 3.66561 [674] valid_0's rmse: 3.32959 valid_1's rmse: 3.66547 [675] valid_0's rmse: 3.32929 valid_1's rmse: 3.66536 [676] valid_0's rmse: 3.32872 valid_1's rmse: 3.66531 [677] valid_0's rmse: 3.32834 valid_1's rmse: 3.66524 [678] valid_0's rmse: 3.3277 valid_1's rmse: 3.66529 [679] valid_0's rmse: 3.32735 valid_1's rmse: 3.66529 [680] valid_0's rmse: 3.32684 valid_1's rmse: 3.66523 [681] valid_0's rmse: 3.32653 valid_1's rmse: 3.66524 [682] valid_0's rmse: 3.32629 valid_1's rmse: 3.66531 [683] valid_0's rmse: 3.32592 valid_1's rmse: 3.66517 [684] valid_0's rmse: 3.32562 valid_1's rmse: 3.66514 [685] valid_0's rmse: 3.32542 valid_1's rmse: 3.66517 [686] valid_0's rmse: 3.32495 valid_1's rmse: 3.66515 [687] valid_0's rmse: 3.32477 valid_1's rmse: 3.66523 [688] valid_0's rmse: 3.32448 valid_1's rmse: 3.66513 [689] valid_0's rmse: 3.32404 valid_1's rmse: 3.66489 [690] valid_0's rmse: 3.32374 valid_1's rmse: 3.6649 [691] valid_0's rmse: 3.3234 valid_1's rmse: 3.66487 [692] valid_0's rmse: 3.32288 valid_1's rmse: 3.6646 [693] valid_0's rmse: 3.3226 valid_1's rmse: 3.66458 [694] valid_0's rmse: 3.3223 valid_1's rmse: 3.66456 [695] valid_0's rmse: 3.32195 valid_1's rmse: 3.66462 [696] valid_0's rmse: 3.32163 valid_1's rmse: 3.66454 [697] valid_0's rmse: 3.32086 valid_1's rmse: 3.66416 [698] valid_0's rmse: 3.32057 valid_1's rmse: 3.66402 [699] valid_0's rmse: 3.32012 valid_1's rmse: 3.6639 [700] valid_0's rmse: 3.31991 valid_1's rmse: 3.66391 [701] valid_0's rmse: 3.31952 valid_1's rmse: 3.66373 [702] valid_0's rmse: 3.31896 valid_1's rmse: 3.66327 [703] valid_0's rmse: 3.31857 valid_1's rmse: 3.66348 [704] valid_0's rmse: 3.31825 valid_1's rmse: 3.66343 [705] valid_0's rmse: 3.31798 valid_1's rmse: 3.66326 [706] valid_0's rmse: 3.31765 valid_1's rmse: 3.66338 [707] valid_0's rmse: 3.31725 valid_1's rmse: 3.66328 [708] valid_0's rmse: 3.31693 valid_1's rmse: 3.66313 [709] valid_0's rmse: 3.31655 valid_1's rmse: 3.66317 [710] valid_0's rmse: 3.31627 valid_1's rmse: 3.66305 [711] valid_0's rmse: 3.31587 valid_1's rmse: 3.663 [712] valid_0's rmse: 3.31563 valid_1's rmse: 3.66302 [713] valid_0's rmse: 3.31514 valid_1's rmse: 3.66305 [714] valid_0's rmse: 3.31471 valid_1's rmse: 3.66308 [715] valid_0's rmse: 3.31445 valid_1's rmse: 3.6631 [716] valid_0's rmse: 3.31394 valid_1's rmse: 3.66278 [717] valid_0's rmse: 3.31368 valid_1's rmse: 3.66273 [718] valid_0's rmse: 3.31335 valid_1's rmse: 3.66279 [719] valid_0's rmse: 3.313 valid_1's rmse: 3.66269 [720] valid_0's rmse: 3.3127 valid_1's rmse: 3.66268 [721] valid_0's rmse: 3.31257 valid_1's rmse: 3.66263 [722] valid_0's rmse: 3.31235 valid_1's rmse: 3.66257 [723] valid_0's rmse: 3.31214 valid_1's rmse: 3.66254 [724] valid_0's rmse: 3.31183 valid_1's rmse: 3.66247 [725] valid_0's rmse: 3.31162 valid_1's rmse: 3.66241 [726] valid_0's rmse: 3.3113 valid_1's rmse: 3.66237 [727] valid_0's rmse: 3.31105 valid_1's rmse: 3.66243 [728] valid_0's rmse: 3.31076 valid_1's rmse: 3.66237 [729] valid_0's rmse: 3.31052 valid_1's rmse: 3.66232 [730] valid_0's rmse: 3.31004 valid_1's rmse: 3.66215 [731] valid_0's rmse: 3.30981 valid_1's rmse: 3.66209 [732] valid_0's rmse: 3.30958 valid_1's rmse: 3.662 [733] valid_0's rmse: 3.30936 valid_1's rmse: 3.66194 [734] valid_0's rmse: 3.30875 valid_1's rmse: 3.66166 [735] valid_0's rmse: 3.3083 valid_1's rmse: 3.66167 [736] valid_0's rmse: 3.30793 valid_1's rmse: 3.66192 [737] valid_0's rmse: 3.3075 valid_1's rmse: 3.66187 [738] valid_0's rmse: 3.30727 valid_1's rmse: 3.66183 [739] valid_0's rmse: 3.30657 valid_1's rmse: 3.66148 [740] valid_0's rmse: 3.30635 valid_1's rmse: 3.66145 [741] valid_0's rmse: 3.30596 valid_1's rmse: 3.66138 [742] valid_0's rmse: 3.30544 valid_1's rmse: 3.66135 [743] valid_0's rmse: 3.30495 valid_1's rmse: 3.66121 [744] valid_0's rmse: 3.30457 valid_1's rmse: 3.66107 [745] valid_0's rmse: 3.30428 valid_1's rmse: 3.66127 [746] valid_0's rmse: 3.30389 valid_1's rmse: 3.66121 [747] valid_0's rmse: 3.30339 valid_1's rmse: 3.66149 [748] valid_0's rmse: 3.30285 valid_1's rmse: 3.66167 [749] valid_0's rmse: 3.30253 valid_1's rmse: 3.66164 [750] valid_0's rmse: 3.30231 valid_1's rmse: 3.6616 [751] valid_0's rmse: 3.30214 valid_1's rmse: 3.66157 [752] valid_0's rmse: 3.30175 valid_1's rmse: 3.66162 [753] valid_0's rmse: 3.30136 valid_1's rmse: 3.66159 [754] valid_0's rmse: 3.30107 valid_1's rmse: 3.66156 [755] valid_0's rmse: 3.30082 valid_1's rmse: 3.66149 [756] valid_0's rmse: 3.30062 valid_1's rmse: 3.66151 [757] valid_0's rmse: 3.30025 valid_1's rmse: 3.66151 [758] valid_0's rmse: 3.29987 valid_1's rmse: 3.66176 [759] valid_0's rmse: 3.29948 valid_1's rmse: 3.66164 [760] valid_0's rmse: 3.29904 valid_1's rmse: 3.66126 [761] valid_0's rmse: 3.29866 valid_1's rmse: 3.6613 [762] valid_0's rmse: 3.29845 valid_1's rmse: 3.6613 [763] valid_0's rmse: 3.29809 valid_1's rmse: 3.66142 [764] valid_0's rmse: 3.29773 valid_1's rmse: 3.66141 Early stopping, best iteration is: [744] valid_0's rmse: 3.30457 valid_1's rmse: 3.66107 SCORE: 3.6610695422605506 [1] valid_0's rmse: 8.96835 valid_1's rmse: 8.92719 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38738 valid_1's rmse: 8.34692 [3] valid_0's rmse: 7.86019 valid_1's rmse: 7.82124 [4] valid_0's rmse: 7.44011 valid_1's rmse: 7.40325 [5] valid_0's rmse: 7.04212 valid_1's rmse: 7.0067 [6] valid_0's rmse: 6.69622 valid_1's rmse: 6.66246 [7] valid_0's rmse: 6.42011 valid_1's rmse: 6.38744 [8] valid_0's rmse: 6.15941 valid_1's rmse: 6.12722 [9] valid_0's rmse: 5.92338 valid_1's rmse: 5.89137 [10] valid_0's rmse: 5.71369 valid_1's rmse: 5.68277 [11] valid_0's rmse: 5.539 valid_1's rmse: 5.50867 [12] valid_0's rmse: 5.37191 valid_1's rmse: 5.34299 [13] valid_0's rmse: 5.24548 valid_1's rmse: 5.21721 [14] valid_0's rmse: 5.14236 valid_1's rmse: 5.11492 [15] valid_0's rmse: 5.03107 valid_1's rmse: 5.00382 [16] valid_0's rmse: 4.92084 valid_1's rmse: 4.89356 [17] valid_0's rmse: 4.85623 valid_1's rmse: 4.82981 [18] valid_0's rmse: 4.77315 valid_1's rmse: 4.74841 [19] valid_0's rmse: 4.70763 valid_1's rmse: 4.68371 [20] valid_0's rmse: 4.6768 valid_1's rmse: 4.65285 [21] valid_0's rmse: 4.61612 valid_1's rmse: 4.59245 [22] valid_0's rmse: 4.5739 valid_1's rmse: 4.55116 [23] valid_0's rmse: 4.53775 valid_1's rmse: 4.51668 [24] valid_0's rmse: 4.49131 valid_1's rmse: 4.47121 [25] valid_0's rmse: 4.45512 valid_1's rmse: 4.43586 [26] valid_0's rmse: 4.41156 valid_1's rmse: 4.39302 [27] valid_0's rmse: 4.38605 valid_1's rmse: 4.36781 [28] valid_0's rmse: 4.35505 valid_1's rmse: 4.33718 [29] valid_0's rmse: 4.33261 valid_1's rmse: 4.31478 [30] valid_0's rmse: 4.3012 valid_1's rmse: 4.28345 [31] valid_0's rmse: 4.2715 valid_1's rmse: 4.2551 [32] valid_0's rmse: 4.24532 valid_1's rmse: 4.22915 [33] valid_0's rmse: 4.23488 valid_1's rmse: 4.21978 [34] valid_0's rmse: 4.21403 valid_1's rmse: 4.19954 [35] valid_0's rmse: 4.19162 valid_1's rmse: 4.1779 [36] valid_0's rmse: 4.18286 valid_1's rmse: 4.1694 [37] valid_0's rmse: 4.17197 valid_1's rmse: 4.1596 [38] valid_0's rmse: 4.15356 valid_1's rmse: 4.14191 [39] valid_0's rmse: 4.14752 valid_1's rmse: 4.13744 [40] valid_0's rmse: 4.1382 valid_1's rmse: 4.12835 [41] valid_0's rmse: 4.13209 valid_1's rmse: 4.1236 [42] valid_0's rmse: 4.12166 valid_1's rmse: 4.11358 [43] valid_0's rmse: 4.11265 valid_1's rmse: 4.10473 [44] valid_0's rmse: 4.10172 valid_1's rmse: 4.0941 [45] valid_0's rmse: 4.08471 valid_1's rmse: 4.07742 [46] valid_0's rmse: 4.0793 valid_1's rmse: 4.07248 [47] valid_0's rmse: 4.06938 valid_1's rmse: 4.06298 [48] valid_0's rmse: 4.05773 valid_1's rmse: 4.05161 [49] valid_0's rmse: 4.05473 valid_1's rmse: 4.04956 [50] valid_0's rmse: 4.04684 valid_1's rmse: 4.04281 [51] valid_0's rmse: 4.04133 valid_1's rmse: 4.03871 [52] valid_0's rmse: 4.03519 valid_1's rmse: 4.0336 [53] valid_0's rmse: 4.02487 valid_1's rmse: 4.02441 [54] valid_0's rmse: 4.01551 valid_1's rmse: 4.0155 [55] valid_0's rmse: 4.00441 valid_1's rmse: 4.00468 [56] valid_0's rmse: 3.99301 valid_1's rmse: 3.99495 [57] valid_0's rmse: 3.99044 valid_1's rmse: 3.99345 [58] valid_0's rmse: 3.98609 valid_1's rmse: 3.99015 [59] valid_0's rmse: 3.98116 valid_1's rmse: 3.98648 [60] valid_0's rmse: 3.97367 valid_1's rmse: 3.98026 [61] valid_0's rmse: 3.96847 valid_1's rmse: 3.97678 [62] valid_0's rmse: 3.96597 valid_1's rmse: 3.97596 [63] valid_0's rmse: 3.96311 valid_1's rmse: 3.97376 [64] valid_0's rmse: 3.96004 valid_1's rmse: 3.97148 [65] valid_0's rmse: 3.9555 valid_1's rmse: 3.96862 [66] valid_0's rmse: 3.9525 valid_1's rmse: 3.96649 [67] valid_0's rmse: 3.94817 valid_1's rmse: 3.96286 [68] valid_0's rmse: 3.94312 valid_1's rmse: 3.95927 [69] valid_0's rmse: 3.9378 valid_1's rmse: 3.95473 [70] valid_0's rmse: 3.93523 valid_1's rmse: 3.95331 [71] valid_0's rmse: 3.93098 valid_1's rmse: 3.94997 [72] valid_0's rmse: 3.92661 valid_1's rmse: 3.94826 [73] valid_0's rmse: 3.92347 valid_1's rmse: 3.94606 [74] valid_0's rmse: 3.91926 valid_1's rmse: 3.94315 [75] valid_0's rmse: 3.91392 valid_1's rmse: 3.93836 [76] valid_0's rmse: 3.91002 valid_1's rmse: 3.93494 [77] valid_0's rmse: 3.9067 valid_1's rmse: 3.93305 [78] valid_0's rmse: 3.89913 valid_1's rmse: 3.9259 [79] valid_0's rmse: 3.89569 valid_1's rmse: 3.92292 [80] valid_0's rmse: 3.89235 valid_1's rmse: 3.91982 [81] valid_0's rmse: 3.88641 valid_1's rmse: 3.91416 [82] valid_0's rmse: 3.88392 valid_1's rmse: 3.91264 [83] valid_0's rmse: 3.8813 valid_1's rmse: 3.91153 [84] valid_0's rmse: 3.87814 valid_1's rmse: 3.90862 [85] valid_0's rmse: 3.87324 valid_1's rmse: 3.90388 [86] valid_0's rmse: 3.86977 valid_1's rmse: 3.90101 [87] valid_0's rmse: 3.86812 valid_1's rmse: 3.89997 [88] valid_0's rmse: 3.86598 valid_1's rmse: 3.89874 [89] valid_0's rmse: 3.85962 valid_1's rmse: 3.89255 [90] valid_0's rmse: 3.85837 valid_1's rmse: 3.89187 [91] valid_0's rmse: 3.85315 valid_1's rmse: 3.88692 [92] valid_0's rmse: 3.84854 valid_1's rmse: 3.88311 [93] valid_0's rmse: 3.84672 valid_1's rmse: 3.88207 [94] valid_0's rmse: 3.84179 valid_1's rmse: 3.8776 [95] valid_0's rmse: 3.8405 valid_1's rmse: 3.87686 [96] valid_0's rmse: 3.83782 valid_1's rmse: 3.87532 [97] valid_0's rmse: 3.83465 valid_1's rmse: 3.87357 [98] valid_0's rmse: 3.83162 valid_1's rmse: 3.87097 [99] valid_0's rmse: 3.82916 valid_1's rmse: 3.86997 [100] valid_0's rmse: 3.82726 valid_1's rmse: 3.86889 [101] valid_0's rmse: 3.82515 valid_1's rmse: 3.86756 [102] valid_0's rmse: 3.8193 valid_1's rmse: 3.86186 [103] valid_0's rmse: 3.81717 valid_1's rmse: 3.86031 [104] valid_0's rmse: 3.81315 valid_1's rmse: 3.85655 [105] valid_0's rmse: 3.81041 valid_1's rmse: 3.85545 [106] valid_0's rmse: 3.80784 valid_1's rmse: 3.85341 [107] valid_0's rmse: 3.8043 valid_1's rmse: 3.85036 [108] valid_0's rmse: 3.80258 valid_1's rmse: 3.84945 [109] valid_0's rmse: 3.79945 valid_1's rmse: 3.84676 [110] valid_0's rmse: 3.79755 valid_1's rmse: 3.8461 [111] valid_0's rmse: 3.79579 valid_1's rmse: 3.84546 [112] valid_0's rmse: 3.7914 valid_1's rmse: 3.84136 [113] valid_0's rmse: 3.78994 valid_1's rmse: 3.84125 [114] valid_0's rmse: 3.78734 valid_1's rmse: 3.83892 [115] valid_0's rmse: 3.78561 valid_1's rmse: 3.83833 [116] valid_0's rmse: 3.782 valid_1's rmse: 3.8348 [117] valid_0's rmse: 3.77938 valid_1's rmse: 3.83274 [118] valid_0's rmse: 3.77743 valid_1's rmse: 3.83216 [119] valid_0's rmse: 3.77397 valid_1's rmse: 3.82906 [120] valid_0's rmse: 3.77146 valid_1's rmse: 3.82784 [121] valid_0's rmse: 3.76872 valid_1's rmse: 3.82673 [122] valid_0's rmse: 3.76758 valid_1's rmse: 3.82629 [123] valid_0's rmse: 3.76621 valid_1's rmse: 3.82595 [124] valid_0's rmse: 3.76364 valid_1's rmse: 3.82379 [125] valid_0's rmse: 3.76198 valid_1's rmse: 3.82309 [126] valid_0's rmse: 3.76076 valid_1's rmse: 3.82234 [127] valid_0's rmse: 3.7578 valid_1's rmse: 3.82017 [128] valid_0's rmse: 3.75612 valid_1's rmse: 3.81881 [129] valid_0's rmse: 3.75387 valid_1's rmse: 3.81697 [130] valid_0's rmse: 3.75234 valid_1's rmse: 3.81633 [131] valid_0's rmse: 3.74877 valid_1's rmse: 3.81272 [132] valid_0's rmse: 3.74734 valid_1's rmse: 3.81262 [133] valid_0's rmse: 3.74623 valid_1's rmse: 3.81191 [134] valid_0's rmse: 3.74422 valid_1's rmse: 3.81045 [135] valid_0's rmse: 3.74269 valid_1's rmse: 3.80978 [136] valid_0's rmse: 3.74141 valid_1's rmse: 3.80915 [137] valid_0's rmse: 3.74023 valid_1's rmse: 3.80862 [138] valid_0's rmse: 3.73813 valid_1's rmse: 3.80737 [139] valid_0's rmse: 3.73559 valid_1's rmse: 3.80545 [140] valid_0's rmse: 3.73447 valid_1's rmse: 3.80538 [141] valid_0's rmse: 3.73329 valid_1's rmse: 3.80491 [142] valid_0's rmse: 3.73036 valid_1's rmse: 3.80238 [143] valid_0's rmse: 3.72852 valid_1's rmse: 3.80128 [144] valid_0's rmse: 3.72684 valid_1's rmse: 3.80075 [145] valid_0's rmse: 3.72572 valid_1's rmse: 3.80056 [146] valid_0's rmse: 3.7242 valid_1's rmse: 3.79919 [147] valid_0's rmse: 3.72306 valid_1's rmse: 3.79866 [148] valid_0's rmse: 3.72143 valid_1's rmse: 3.797 [149] valid_0's rmse: 3.71954 valid_1's rmse: 3.79549 [150] valid_0's rmse: 3.71802 valid_1's rmse: 3.79458 [151] valid_0's rmse: 3.71637 valid_1's rmse: 3.79312 [152] valid_0's rmse: 3.71523 valid_1's rmse: 3.79245 [153] valid_0's rmse: 3.71379 valid_1's rmse: 3.79221 [154] valid_0's rmse: 3.71189 valid_1's rmse: 3.79084 [155] valid_0's rmse: 3.70988 valid_1's rmse: 3.78924 [156] valid_0's rmse: 3.70815 valid_1's rmse: 3.78866 [157] valid_0's rmse: 3.70621 valid_1's rmse: 3.78759 [158] valid_0's rmse: 3.70468 valid_1's rmse: 3.78748 [159] valid_0's rmse: 3.70353 valid_1's rmse: 3.78731 [160] valid_0's rmse: 3.70211 valid_1's rmse: 3.78624 [161] valid_0's rmse: 3.70064 valid_1's rmse: 3.78572 [162] valid_0's rmse: 3.69846 valid_1's rmse: 3.78417 [163] valid_0's rmse: 3.69706 valid_1's rmse: 3.78323 [164] valid_0's rmse: 3.69554 valid_1's rmse: 3.78271 [165] valid_0's rmse: 3.69371 valid_1's rmse: 3.78138 [166] valid_0's rmse: 3.69109 valid_1's rmse: 3.77902 [167] valid_0's rmse: 3.68935 valid_1's rmse: 3.778 [168] valid_0's rmse: 3.68715 valid_1's rmse: 3.77813 [169] valid_0's rmse: 3.68617 valid_1's rmse: 3.77756 [170] valid_0's rmse: 3.68512 valid_1's rmse: 3.77735 [171] 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[264] valid_0's rmse: 3.58369 valid_1's rmse: 3.72621 [265] valid_0's rmse: 3.58297 valid_1's rmse: 3.72645 [266] valid_0's rmse: 3.58255 valid_1's rmse: 3.7264 [267] valid_0's rmse: 3.58168 valid_1's rmse: 3.726 [268] valid_0's rmse: 3.58063 valid_1's rmse: 3.72532 [269] valid_0's rmse: 3.57994 valid_1's rmse: 3.7249 [270] valid_0's rmse: 3.57889 valid_1's rmse: 3.72481 [271] valid_0's rmse: 3.57808 valid_1's rmse: 3.72434 [272] valid_0's rmse: 3.57735 valid_1's rmse: 3.72401 [273] valid_0's rmse: 3.57688 valid_1's rmse: 3.7237 [274] valid_0's rmse: 3.5764 valid_1's rmse: 3.72342 [275] valid_0's rmse: 3.5759 valid_1's rmse: 3.72319 [276] valid_0's rmse: 3.57507 valid_1's rmse: 3.72325 [277] valid_0's rmse: 3.57442 valid_1's rmse: 3.72265 [278] valid_0's rmse: 3.57328 valid_1's rmse: 3.72177 [279] valid_0's rmse: 3.57213 valid_1's rmse: 3.72094 [280] valid_0's rmse: 3.57048 valid_1's rmse: 3.71948 [281] valid_0's rmse: 3.5691 valid_1's rmse: 3.71878 [282] valid_0's rmse: 3.56774 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[394] valid_0's rmse: 3.49329 valid_1's rmse: 3.69644 [395] valid_0's rmse: 3.49267 valid_1's rmse: 3.69632 [396] valid_0's rmse: 3.49208 valid_1's rmse: 3.69612 [397] valid_0's rmse: 3.49133 valid_1's rmse: 3.69577 [398] valid_0's rmse: 3.49108 valid_1's rmse: 3.69568 [399] valid_0's rmse: 3.49061 valid_1's rmse: 3.69544 [400] valid_0's rmse: 3.49029 valid_1's rmse: 3.69529 [401] valid_0's rmse: 3.48947 valid_1's rmse: 3.69521 [402] valid_0's rmse: 3.48868 valid_1's rmse: 3.69487 [403] valid_0's rmse: 3.48797 valid_1's rmse: 3.69454 [404] valid_0's rmse: 3.48718 valid_1's rmse: 3.69392 [405] valid_0's rmse: 3.48644 valid_1's rmse: 3.69336 [406] valid_0's rmse: 3.48547 valid_1's rmse: 3.69356 [407] valid_0's rmse: 3.4853 valid_1's rmse: 3.69356 [408] valid_0's rmse: 3.48491 valid_1's rmse: 3.69334 [409] valid_0's rmse: 3.48407 valid_1's rmse: 3.69344 [410] valid_0's rmse: 3.48368 valid_1's rmse: 3.69324 [411] valid_0's rmse: 3.48347 valid_1's rmse: 3.69311 [412] valid_0's rmse: 3.48291 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valid_0's rmse: 3.45296 valid_1's rmse: 3.68385 [469] valid_0's rmse: 3.45242 valid_1's rmse: 3.68364 [470] valid_0's rmse: 3.45216 valid_1's rmse: 3.68355 [471] valid_0's rmse: 3.45185 valid_1's rmse: 3.68349 [472] valid_0's rmse: 3.45137 valid_1's rmse: 3.68327 [473] valid_0's rmse: 3.4509 valid_1's rmse: 3.68307 [474] valid_0's rmse: 3.45074 valid_1's rmse: 3.68298 [475] valid_0's rmse: 3.44996 valid_1's rmse: 3.68296 [476] valid_0's rmse: 3.44965 valid_1's rmse: 3.68293 [477] valid_0's rmse: 3.44923 valid_1's rmse: 3.68281 [478] valid_0's rmse: 3.44907 valid_1's rmse: 3.68278 [479] valid_0's rmse: 3.44859 valid_1's rmse: 3.68257 [480] valid_0's rmse: 3.44789 valid_1's rmse: 3.68247 [481] valid_0's rmse: 3.44754 valid_1's rmse: 3.68236 [482] valid_0's rmse: 3.44712 valid_1's rmse: 3.68221 [483] valid_0's rmse: 3.44669 valid_1's rmse: 3.68221 [484] valid_0's rmse: 3.44614 valid_1's rmse: 3.68182 [485] valid_0's rmse: 3.4454 valid_1's rmse: 3.68135 [486] valid_0's rmse: 3.44508 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valid_1's rmse: 3.66337 [691] valid_0's rmse: 3.36275 valid_1's rmse: 3.66321 [692] valid_0's rmse: 3.36245 valid_1's rmse: 3.66323 [693] valid_0's rmse: 3.36188 valid_1's rmse: 3.66351 [694] valid_0's rmse: 3.36156 valid_1's rmse: 3.66348 [695] valid_0's rmse: 3.36123 valid_1's rmse: 3.66345 [696] valid_0's rmse: 3.36096 valid_1's rmse: 3.66327 [697] valid_0's rmse: 3.3605 valid_1's rmse: 3.66309 [698] valid_0's rmse: 3.3602 valid_1's rmse: 3.66312 [699] valid_0's rmse: 3.35998 valid_1's rmse: 3.66303 [700] valid_0's rmse: 3.35967 valid_1's rmse: 3.66292 [701] valid_0's rmse: 3.35921 valid_1's rmse: 3.66302 [702] valid_0's rmse: 3.35883 valid_1's rmse: 3.66291 [703] valid_0's rmse: 3.35833 valid_1's rmse: 3.66269 [704] valid_0's rmse: 3.3579 valid_1's rmse: 3.66281 [705] valid_0's rmse: 3.35764 valid_1's rmse: 3.66288 [706] valid_0's rmse: 3.35707 valid_1's rmse: 3.66306 [707] valid_0's rmse: 3.35677 valid_1's rmse: 3.66289 [708] valid_0's rmse: 3.3565 valid_1's rmse: 3.66279 [709] valid_0's rmse: 3.35596 valid_1's rmse: 3.66243 [710] valid_0's rmse: 3.35557 valid_1's rmse: 3.66231 [711] valid_0's rmse: 3.35525 valid_1's rmse: 3.66216 [712] valid_0's rmse: 3.35491 valid_1's rmse: 3.66208 [713] valid_0's rmse: 3.35454 valid_1's rmse: 3.66206 [714] valid_0's rmse: 3.35431 valid_1's rmse: 3.66193 [715] valid_0's rmse: 3.3539 valid_1's rmse: 3.66193 [716] valid_0's rmse: 3.35349 valid_1's rmse: 3.66171 [717] valid_0's rmse: 3.35301 valid_1's rmse: 3.66157 [718] valid_0's rmse: 3.35275 valid_1's rmse: 3.66168 [719] valid_0's rmse: 3.35248 valid_1's rmse: 3.66176 [720] valid_0's rmse: 3.35214 valid_1's rmse: 3.66166 [721] valid_0's rmse: 3.35178 valid_1's rmse: 3.66179 [722] valid_0's rmse: 3.35145 valid_1's rmse: 3.66167 [723] valid_0's rmse: 3.35113 valid_1's rmse: 3.66159 [724] valid_0's rmse: 3.3508 valid_1's rmse: 3.66142 [725] valid_0's rmse: 3.35048 valid_1's rmse: 3.66144 [726] valid_0's rmse: 3.35026 valid_1's rmse: 3.66135 [727] valid_0's rmse: 3.34998 valid_1's rmse: 3.66131 [728] valid_0's rmse: 3.34942 valid_1's rmse: 3.66105 [729] valid_0's rmse: 3.34913 valid_1's rmse: 3.66107 [730] valid_0's rmse: 3.34872 valid_1's rmse: 3.66097 [731] valid_0's rmse: 3.34824 valid_1's rmse: 3.66091 [732] valid_0's rmse: 3.34794 valid_1's rmse: 3.66086 [733] valid_0's rmse: 3.34756 valid_1's rmse: 3.66071 [734] valid_0's rmse: 3.34697 valid_1's rmse: 3.66025 [735] valid_0's rmse: 3.34675 valid_1's rmse: 3.66034 [736] valid_0's rmse: 3.34638 valid_1's rmse: 3.66053 [737] valid_0's rmse: 3.34618 valid_1's rmse: 3.66043 [738] valid_0's rmse: 3.34579 valid_1's rmse: 3.6603 [739] valid_0's rmse: 3.34536 valid_1's rmse: 3.66025 [740] valid_0's rmse: 3.34493 valid_1's rmse: 3.66032 [741] valid_0's rmse: 3.34466 valid_1's rmse: 3.66025 [742] valid_0's rmse: 3.34438 valid_1's rmse: 3.66029 [743] valid_0's rmse: 3.34422 valid_1's rmse: 3.66033 [744] valid_0's rmse: 3.34381 valid_1's rmse: 3.66017 [745] valid_0's rmse: 3.34345 valid_1's rmse: 3.66002 [746] valid_0's rmse: 3.34321 valid_1's rmse: 3.66018 [747] valid_0's rmse: 3.34268 valid_1's rmse: 3.65992 [748] valid_0's rmse: 3.34231 valid_1's rmse: 3.65991 [749] valid_0's rmse: 3.34213 valid_1's rmse: 3.65997 [750] valid_0's rmse: 3.34184 valid_1's rmse: 3.66005 [751] valid_0's rmse: 3.34157 valid_1's rmse: 3.66008 [752] valid_0's rmse: 3.34112 valid_1's rmse: 3.65996 [753] valid_0's rmse: 3.34089 valid_1's rmse: 3.66 [754] valid_0's rmse: 3.34054 valid_1's rmse: 3.66002 [755] valid_0's rmse: 3.34027 valid_1's rmse: 3.66016 [756] valid_0's rmse: 3.33984 valid_1's rmse: 3.65995 [757] valid_0's rmse: 3.33943 valid_1's rmse: 3.65975 [758] valid_0's rmse: 3.33892 valid_1's rmse: 3.6597 [759] valid_0's rmse: 3.33852 valid_1's rmse: 3.65974 [760] valid_0's rmse: 3.33816 valid_1's rmse: 3.65964 [761] valid_0's rmse: 3.33782 valid_1's rmse: 3.65964 [762] valid_0's rmse: 3.33766 valid_1's rmse: 3.65963 [763] valid_0's rmse: 3.33725 valid_1's rmse: 3.65937 [764] valid_0's rmse: 3.33697 valid_1's rmse: 3.65925 [765] valid_0's rmse: 3.33678 valid_1's rmse: 3.65924 [766] valid_0's rmse: 3.33663 valid_1's rmse: 3.6593 [767] valid_0's rmse: 3.33622 valid_1's rmse: 3.6591 [768] valid_0's rmse: 3.33602 valid_1's rmse: 3.6591 [769] valid_0's rmse: 3.33545 valid_1's rmse: 3.65887 [770] valid_0's rmse: 3.33512 valid_1's rmse: 3.65897 [771] valid_0's rmse: 3.33483 valid_1's rmse: 3.65897 [772] valid_0's rmse: 3.33464 valid_1's rmse: 3.65904 [773] valid_0's rmse: 3.3344 valid_1's rmse: 3.65904 [774] valid_0's rmse: 3.33425 valid_1's rmse: 3.65904 [775] valid_0's rmse: 3.33394 valid_1's rmse: 3.65891 [776] valid_0's rmse: 3.33368 valid_1's rmse: 3.65889 [777] valid_0's rmse: 3.33348 valid_1's rmse: 3.65889 [778] valid_0's rmse: 3.33315 valid_1's rmse: 3.659 [779] valid_0's rmse: 3.33281 valid_1's rmse: 3.6588 [780] valid_0's rmse: 3.33247 valid_1's rmse: 3.65874 [781] valid_0's rmse: 3.33228 valid_1's rmse: 3.65871 [782] valid_0's rmse: 3.33213 valid_1's rmse: 3.65868 [783] valid_0's rmse: 3.33159 valid_1's rmse: 3.6585 [784] valid_0's rmse: 3.33138 valid_1's rmse: 3.65844 [785] valid_0's rmse: 3.3311 valid_1's rmse: 3.65833 [786] valid_0's rmse: 3.33089 valid_1's rmse: 3.6583 [787] valid_0's rmse: 3.33062 valid_1's rmse: 3.65821 [788] valid_0's rmse: 3.33041 valid_1's rmse: 3.65823 [789] valid_0's rmse: 3.33003 valid_1's rmse: 3.65805 [790] valid_0's rmse: 3.32972 valid_1's rmse: 3.65786 [791] valid_0's rmse: 3.32935 valid_1's rmse: 3.65788 [792] valid_0's rmse: 3.32915 valid_1's rmse: 3.65782 [793] valid_0's rmse: 3.32884 valid_1's rmse: 3.65769 [794] valid_0's rmse: 3.32843 valid_1's rmse: 3.65757 [795] valid_0's rmse: 3.32823 valid_1's rmse: 3.65764 [796] valid_0's rmse: 3.32805 valid_1's rmse: 3.6577 [797] valid_0's rmse: 3.32771 valid_1's rmse: 3.65767 [798] valid_0's rmse: 3.32718 valid_1's rmse: 3.65771 [799] valid_0's rmse: 3.32688 valid_1's rmse: 3.65759 [800] valid_0's rmse: 3.32668 valid_1's rmse: 3.65745 [801] valid_0's rmse: 3.32633 valid_1's rmse: 3.65737 [802] valid_0's rmse: 3.32585 valid_1's rmse: 3.65725 [803] valid_0's rmse: 3.32555 valid_1's rmse: 3.6573 [804] valid_0's rmse: 3.3252 valid_1's rmse: 3.65725 [805] valid_0's rmse: 3.32421 valid_1's rmse: 3.65722 [806] valid_0's rmse: 3.32392 valid_1's rmse: 3.65735 [807] valid_0's rmse: 3.32377 valid_1's rmse: 3.65744 [808] valid_0's rmse: 3.32336 valid_1's rmse: 3.65725 [809] valid_0's rmse: 3.32298 valid_1's rmse: 3.65731 [810] valid_0's rmse: 3.32281 valid_1's rmse: 3.65724 [811] valid_0's rmse: 3.32242 valid_1's rmse: 3.65731 [812] valid_0's rmse: 3.3221 valid_1's rmse: 3.65736 [813] valid_0's rmse: 3.32178 valid_1's rmse: 3.65743 [814] valid_0's rmse: 3.3215 valid_1's rmse: 3.65735 [815] valid_0's rmse: 3.32127 valid_1's rmse: 3.65729 [816] valid_0's rmse: 3.32102 valid_1's rmse: 3.65715 [817] valid_0's rmse: 3.3207 valid_1's rmse: 3.65707 [818] valid_0's rmse: 3.32058 valid_1's rmse: 3.65707 [819] valid_0's rmse: 3.3204 valid_1's rmse: 3.65705 [820] valid_0's rmse: 3.32021 valid_1's rmse: 3.65698 [821] valid_0's rmse: 3.31989 valid_1's rmse: 3.65715 [822] valid_0's rmse: 3.31967 valid_1's rmse: 3.65731 [823] valid_0's rmse: 3.3193 valid_1's rmse: 3.65733 [824] valid_0's rmse: 3.31884 valid_1's rmse: 3.65732 [825] valid_0's rmse: 3.31841 valid_1's rmse: 3.65746 [826] valid_0's rmse: 3.3182 valid_1's rmse: 3.65724 [827] valid_0's rmse: 3.31793 valid_1's rmse: 3.65723 [828] valid_0's rmse: 3.31763 valid_1's rmse: 3.65726 [829] valid_0's rmse: 3.31733 valid_1's rmse: 3.65714 [830] valid_0's rmse: 3.31704 valid_1's rmse: 3.65704 [831] valid_0's rmse: 3.31668 valid_1's rmse: 3.65702 [832] valid_0's rmse: 3.31635 valid_1's rmse: 3.65707 [833] valid_0's rmse: 3.31603 valid_1's rmse: 3.65711 [834] valid_0's rmse: 3.31585 valid_1's rmse: 3.65713 [835] valid_0's rmse: 3.31545 valid_1's rmse: 3.6573 [836] valid_0's rmse: 3.31497 valid_1's rmse: 3.65719 [837] valid_0's rmse: 3.31476 valid_1's rmse: 3.65723 [838] valid_0's rmse: 3.31457 valid_1's rmse: 3.65721 [839] valid_0's rmse: 3.31417 valid_1's rmse: 3.65692 [840] valid_0's rmse: 3.31394 valid_1's rmse: 3.65688 [841] valid_0's rmse: 3.31342 valid_1's rmse: 3.65683 [842] valid_0's rmse: 3.31297 valid_1's rmse: 3.65714 [843] valid_0's rmse: 3.31267 valid_1's rmse: 3.65705 [844] valid_0's rmse: 3.31242 valid_1's rmse: 3.65695 [845] valid_0's rmse: 3.31226 valid_1's rmse: 3.65696 [846] valid_0's rmse: 3.31204 valid_1's rmse: 3.65688 [847] valid_0's rmse: 3.3117 valid_1's rmse: 3.65681 [848] valid_0's rmse: 3.31148 valid_1's rmse: 3.65702 [849] valid_0's rmse: 3.31129 valid_1's rmse: 3.657 [850] valid_0's rmse: 3.31093 valid_1's rmse: 3.65698 [851] valid_0's rmse: 3.31071 valid_1's rmse: 3.65691 [852] valid_0's rmse: 3.31056 valid_1's rmse: 3.65693 [853] valid_0's rmse: 3.3104 valid_1's rmse: 3.6568 [854] valid_0's rmse: 3.3102 valid_1's rmse: 3.65676 [855] valid_0's rmse: 3.30984 valid_1's rmse: 3.65657 [856] valid_0's rmse: 3.30949 valid_1's rmse: 3.65682 [857] valid_0's rmse: 3.30891 valid_1's rmse: 3.65687 [858] valid_0's rmse: 3.30846 valid_1's rmse: 3.65665 [859] valid_0's rmse: 3.30809 valid_1's rmse: 3.65649 [860] valid_0's rmse: 3.308 valid_1's rmse: 3.65641 [861] valid_0's rmse: 3.30782 valid_1's rmse: 3.6564 [862] valid_0's rmse: 3.3076 valid_1's rmse: 3.65635 [863] valid_0's rmse: 3.30737 valid_1's rmse: 3.65637 [864] valid_0's rmse: 3.3071 valid_1's rmse: 3.65625 [865] valid_0's rmse: 3.30664 valid_1's rmse: 3.65637 [866] valid_0's rmse: 3.30641 valid_1's rmse: 3.65628 [867] valid_0's rmse: 3.30613 valid_1's rmse: 3.65625 [868] valid_0's rmse: 3.30586 valid_1's rmse: 3.65619 [869] valid_0's rmse: 3.30565 valid_1's rmse: 3.65622 [870] valid_0's rmse: 3.30547 valid_1's rmse: 3.6562 [871] valid_0's rmse: 3.30526 valid_1's rmse: 3.65612 [872] valid_0's rmse: 3.30489 valid_1's rmse: 3.65606 [873] valid_0's rmse: 3.30447 valid_1's rmse: 3.656 [874] valid_0's rmse: 3.30412 valid_1's rmse: 3.65604 [875] valid_0's rmse: 3.30389 valid_1's rmse: 3.65606 [876] valid_0's rmse: 3.30364 valid_1's rmse: 3.65608 [877] valid_0's rmse: 3.30344 valid_1's rmse: 3.65602 [878] valid_0's rmse: 3.3031 valid_1's rmse: 3.65598 [879] valid_0's rmse: 3.30264 valid_1's rmse: 3.65575 [880] valid_0's rmse: 3.30233 valid_1's rmse: 3.65565 [881] valid_0's rmse: 3.30194 valid_1's rmse: 3.65589 [882] valid_0's rmse: 3.30098 valid_1's rmse: 3.65561 [883] valid_0's rmse: 3.30077 valid_1's rmse: 3.65566 [884] valid_0's rmse: 3.30047 valid_1's rmse: 3.65582 [885] valid_0's rmse: 3.30014 valid_1's rmse: 3.65571 [886] valid_0's rmse: 3.29981 valid_1's rmse: 3.65589 [887] valid_0's rmse: 3.29957 valid_1's rmse: 3.65576 [888] valid_0's rmse: 3.29924 valid_1's rmse: 3.65588 [889] valid_0's rmse: 3.2991 valid_1's rmse: 3.65586 [890] valid_0's rmse: 3.29889 valid_1's rmse: 3.6559 [891] valid_0's rmse: 3.29863 valid_1's rmse: 3.65588 [892] valid_0's rmse: 3.29836 valid_1's rmse: 3.65569 [893] valid_0's rmse: 3.29828 valid_1's rmse: 3.65566 [894] valid_0's rmse: 3.2979 valid_1's rmse: 3.65544 [895] valid_0's rmse: 3.29764 valid_1's rmse: 3.65544 [896] valid_0's rmse: 3.29724 valid_1's rmse: 3.65533 [897] valid_0's rmse: 3.29695 valid_1's rmse: 3.6554 [898] valid_0's rmse: 3.2968 valid_1's rmse: 3.65539 [899] valid_0's rmse: 3.29647 valid_1's rmse: 3.65539 [900] valid_0's rmse: 3.29625 valid_1's rmse: 3.65533 [901] valid_0's rmse: 3.29584 valid_1's rmse: 3.65526 [902] valid_0's rmse: 3.29553 valid_1's rmse: 3.65507 [903] valid_0's rmse: 3.29508 valid_1's rmse: 3.65476 [904] valid_0's rmse: 3.29484 valid_1's rmse: 3.6549 [905] valid_0's rmse: 3.29471 valid_1's rmse: 3.65495 [906] valid_0's rmse: 3.29454 valid_1's rmse: 3.65499 [907] valid_0's rmse: 3.29421 valid_1's rmse: 3.65499 [908] valid_0's rmse: 3.29384 valid_1's rmse: 3.65477 [909] valid_0's rmse: 3.29364 valid_1's rmse: 3.65468 [910] valid_0's rmse: 3.29325 valid_1's rmse: 3.65451 [911] valid_0's rmse: 3.2929 valid_1's rmse: 3.65447 [912] valid_0's rmse: 3.29259 valid_1's rmse: 3.65453 [913] valid_0's rmse: 3.29231 valid_1's rmse: 3.65448 [914] valid_0's rmse: 3.29181 valid_1's rmse: 3.65443 [915] valid_0's rmse: 3.29139 valid_1's rmse: 3.65428 [916] valid_0's rmse: 3.2913 valid_1's rmse: 3.65422 [917] valid_0's rmse: 3.29097 valid_1's rmse: 3.65422 [918] valid_0's rmse: 3.29055 valid_1's rmse: 3.65412 [919] valid_0's rmse: 3.29035 valid_1's rmse: 3.65399 [920] valid_0's rmse: 3.29007 valid_1's rmse: 3.654 [921] valid_0's rmse: 3.28978 valid_1's rmse: 3.65399 [922] valid_0's rmse: 3.28942 valid_1's rmse: 3.6539 [923] valid_0's rmse: 3.2891 valid_1's rmse: 3.65387 [924] valid_0's rmse: 3.28884 valid_1's rmse: 3.65398 [925] valid_0's rmse: 3.28857 valid_1's rmse: 3.65398 [926] valid_0's rmse: 3.28833 valid_1's rmse: 3.65407 [927] valid_0's rmse: 3.28816 valid_1's rmse: 3.6541 [928] valid_0's rmse: 3.28766 valid_1's rmse: 3.6543 [929] valid_0's rmse: 3.28741 valid_1's rmse: 3.65436 [930] valid_0's rmse: 3.28717 valid_1's rmse: 3.65436 [931] valid_0's rmse: 3.28668 valid_1's rmse: 3.65421 [932] valid_0's rmse: 3.28632 valid_1's rmse: 3.65436 [933] valid_0's rmse: 3.28614 valid_1's rmse: 3.65444 [934] valid_0's rmse: 3.286 valid_1's rmse: 3.65443 [935] valid_0's rmse: 3.28554 valid_1's rmse: 3.65414 [936] valid_0's rmse: 3.28526 valid_1's rmse: 3.65409 [937] valid_0's rmse: 3.28489 valid_1's rmse: 3.65423 [938] valid_0's rmse: 3.28464 valid_1's rmse: 3.65422 [939] valid_0's rmse: 3.28444 valid_1's rmse: 3.65415 [940] valid_0's rmse: 3.28411 valid_1's rmse: 3.65413 [941] valid_0's rmse: 3.2838 valid_1's rmse: 3.65397 [942] valid_0's rmse: 3.28357 valid_1's rmse: 3.6539 [943] valid_0's rmse: 3.28337 valid_1's rmse: 3.65394 Early stopping, best iteration is: [923] valid_0's rmse: 3.2891 valid_1's rmse: 3.65387 SCORE: 3.6538746368924415 [1] valid_0's rmse: 8.97727 valid_1's rmse: 8.93682 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38557 valid_1's rmse: 8.3462 [3] valid_0's rmse: 7.86176 valid_1's rmse: 7.82366 [4] valid_0's rmse: 7.39613 valid_1's rmse: 7.35918 [5] valid_0's rmse: 6.99777 valid_1's rmse: 6.96189 [6] valid_0's rmse: 6.65015 valid_1's rmse: 6.61501 [7] valid_0's rmse: 6.35952 valid_1's rmse: 6.32512 [8] valid_0's rmse: 6.09592 valid_1's rmse: 6.062 [9] valid_0's rmse: 5.87154 valid_1's rmse: 5.83888 [10] valid_0's rmse: 5.66673 valid_1's rmse: 5.63492 [11] valid_0's rmse: 5.48984 valid_1's rmse: 5.45893 [12] valid_0's rmse: 5.33252 valid_1's rmse: 5.30246 [13] valid_0's rmse: 5.20236 valid_1's rmse: 5.17283 [14] valid_0's rmse: 5.08384 valid_1's rmse: 5.055 [15] valid_0's rmse: 4.96295 valid_1's rmse: 4.9349 [16] valid_0's rmse: 4.86451 valid_1's rmse: 4.83713 [17] valid_0's rmse: 4.78533 valid_1's rmse: 4.75874 [18] valid_0's rmse: 4.71822 valid_1's rmse: 4.6919 [19] valid_0's rmse: 4.64469 valid_1's rmse: 4.61955 [20] valid_0's rmse: 4.60131 valid_1's rmse: 4.57593 [21] valid_0's rmse: 4.54563 valid_1's rmse: 4.5213 [22] valid_0's rmse: 4.50725 valid_1's rmse: 4.48305 [23] valid_0's rmse: 4.4712 valid_1's rmse: 4.44806 [24] valid_0's rmse: 4.44107 valid_1's rmse: 4.41898 [25] valid_0's rmse: 4.40091 valid_1's rmse: 4.37988 [26] valid_0's rmse: 4.36714 valid_1's rmse: 4.34671 [27] valid_0's rmse: 4.34627 valid_1's rmse: 4.32753 [28] valid_0's rmse: 4.30974 valid_1's rmse: 4.29105 [29] valid_0's rmse: 4.2884 valid_1's rmse: 4.27055 [30] valid_0's rmse: 4.26505 valid_1's rmse: 4.24716 [31] valid_0's rmse: 4.24514 valid_1's rmse: 4.22874 [32] valid_0's rmse: 4.22003 valid_1's rmse: 4.20417 [33] valid_0's rmse: 4.19915 valid_1's rmse: 4.18485 [34] valid_0's rmse: 4.17405 valid_1's rmse: 4.16024 [35] valid_0's rmse: 4.15657 valid_1's rmse: 4.14427 [36] valid_0's rmse: 4.14412 valid_1's rmse: 4.1327 [37] valid_0's rmse: 4.12653 valid_1's rmse: 4.11575 [38] valid_0's rmse: 4.11506 valid_1's rmse: 4.10635 [39] valid_0's rmse: 4.10929 valid_1's rmse: 4.10141 [40] valid_0's rmse: 4.0976 valid_1's rmse: 4.09055 [41] valid_0's rmse: 4.08946 valid_1's rmse: 4.0832 [42] valid_0's rmse: 4.08072 valid_1's rmse: 4.07576 [43] valid_0's rmse: 4.07382 valid_1's rmse: 4.07028 [44] valid_0's rmse: 4.05705 valid_1's rmse: 4.05358 [45] valid_0's rmse: 4.04826 valid_1's rmse: 4.04768 [46] valid_0's rmse: 4.04342 valid_1's rmse: 4.04391 [47] valid_0's rmse: 4.03887 valid_1's rmse: 4.04052 [48] valid_0's rmse: 4.0299 valid_1's rmse: 4.0316 [49] valid_0's rmse: 4.025 valid_1's rmse: 4.02714 [50] valid_0's rmse: 4.01765 valid_1's rmse: 4.02134 [51] valid_0's rmse: 4.00757 valid_1's rmse: 4.01304 [52] valid_0's rmse: 4.00128 valid_1's rmse: 4.00897 [53] valid_0's rmse: 3.99443 valid_1's rmse: 4.00212 [54] valid_0's rmse: 3.98704 valid_1's rmse: 3.99583 [55] valid_0's rmse: 3.98171 valid_1's rmse: 3.99062 [56] valid_0's rmse: 3.97608 valid_1's rmse: 3.98632 [57] valid_0's rmse: 3.96972 valid_1's rmse: 3.98197 [58] valid_0's rmse: 3.96424 valid_1's rmse: 3.97765 [59] valid_0's rmse: 3.96083 valid_1's rmse: 3.97571 [60] valid_0's rmse: 3.95629 valid_1's rmse: 3.97181 [61] valid_0's rmse: 3.94691 valid_1's rmse: 3.96337 [62] valid_0's rmse: 3.94339 valid_1's rmse: 3.96018 [63] valid_0's rmse: 3.93839 valid_1's rmse: 3.95629 [64] valid_0's rmse: 3.93397 valid_1's rmse: 3.95425 [65] valid_0's rmse: 3.92605 valid_1's rmse: 3.9477 [66] valid_0's rmse: 3.92107 valid_1's rmse: 3.94315 [67] valid_0's rmse: 3.9116 valid_1's rmse: 3.93366 [68] valid_0's rmse: 3.90799 valid_1's rmse: 3.93172 [69] valid_0's rmse: 3.90285 valid_1's rmse: 3.9273 [70] valid_0's rmse: 3.89884 valid_1's rmse: 3.92532 [71] valid_0's rmse: 3.89115 valid_1's rmse: 3.9179 [72] valid_0's rmse: 3.88567 valid_1's rmse: 3.91263 [73] valid_0's rmse: 3.88252 valid_1's rmse: 3.91037 [74] valid_0's rmse: 3.87964 valid_1's rmse: 3.90874 [75] valid_0's rmse: 3.87656 valid_1's rmse: 3.9059 [76] valid_0's rmse: 3.87145 valid_1's rmse: 3.90119 [77] valid_0's rmse: 3.86886 valid_1's rmse: 3.89961 [78] valid_0's rmse: 3.86672 valid_1's rmse: 3.8984 [79] valid_0's rmse: 3.86143 valid_1's rmse: 3.89375 [80] valid_0's rmse: 3.85787 valid_1's rmse: 3.89123 [81] valid_0's rmse: 3.85258 valid_1's rmse: 3.88724 [82] valid_0's rmse: 3.85027 valid_1's rmse: 3.88543 [83] valid_0's rmse: 3.84533 valid_1's rmse: 3.88152 [84] valid_0's rmse: 3.84056 valid_1's rmse: 3.87771 [85] valid_0's rmse: 3.83826 valid_1's rmse: 3.87652 [86] valid_0's rmse: 3.83567 valid_1's rmse: 3.87489 [87] valid_0's rmse: 3.83013 valid_1's rmse: 3.86986 [88] valid_0's rmse: 3.82515 valid_1's rmse: 3.86512 [89] valid_0's rmse: 3.82237 valid_1's rmse: 3.86483 [90] valid_0's rmse: 3.81991 valid_1's rmse: 3.86324 [91] valid_0's rmse: 3.81733 valid_1's rmse: 3.86186 [92] valid_0's rmse: 3.81494 valid_1's rmse: 3.86021 [93] valid_0's rmse: 3.81278 valid_1's rmse: 3.85907 [94] valid_0's rmse: 3.80864 valid_1's rmse: 3.8551 [95] valid_0's rmse: 3.8057 valid_1's rmse: 3.85405 [96] valid_0's rmse: 3.80003 valid_1's 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[134] valid_0's rmse: 3.70775 valid_1's rmse: 3.7849 [135] valid_0's rmse: 3.70561 valid_1's rmse: 3.78377 [136] valid_0's rmse: 3.70357 valid_1's rmse: 3.78219 [137] valid_0's rmse: 3.70199 valid_1's rmse: 3.78102 [138] valid_0's rmse: 3.69925 valid_1's rmse: 3.77863 [139] valid_0's rmse: 3.69758 valid_1's rmse: 3.77781 [140] valid_0's rmse: 3.69591 valid_1's rmse: 3.77719 [141] valid_0's rmse: 3.69466 valid_1's rmse: 3.77653 [142] valid_0's rmse: 3.69268 valid_1's rmse: 3.77607 [143] valid_0's rmse: 3.69004 valid_1's rmse: 3.7738 [144] valid_0's rmse: 3.68851 valid_1's rmse: 3.77297 [145] valid_0's rmse: 3.68698 valid_1's rmse: 3.77186 [146] valid_0's rmse: 3.68548 valid_1's rmse: 3.77108 [147] valid_0's rmse: 3.68322 valid_1's rmse: 3.76941 [148] valid_0's rmse: 3.68205 valid_1's rmse: 3.76904 [149] valid_0's rmse: 3.68039 valid_1's rmse: 3.7684 [150] valid_0's rmse: 3.67902 valid_1's rmse: 3.7671 [151] valid_0's rmse: 3.6779 valid_1's rmse: 3.76657 [152] valid_0's rmse: 3.67619 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[264] valid_0's rmse: 3.54457 valid_1's rmse: 3.70951 [265] valid_0's rmse: 3.54424 valid_1's rmse: 3.70949 [266] valid_0's rmse: 3.54357 valid_1's rmse: 3.70918 [267] valid_0's rmse: 3.54281 valid_1's rmse: 3.70881 [268] valid_0's rmse: 3.54169 valid_1's rmse: 3.70815 [269] valid_0's rmse: 3.54107 valid_1's rmse: 3.70809 [270] valid_0's rmse: 3.53969 valid_1's rmse: 3.70735 [271] valid_0's rmse: 3.53877 valid_1's rmse: 3.70709 [272] valid_0's rmse: 3.53791 valid_1's rmse: 3.70707 [273] valid_0's rmse: 3.53726 valid_1's rmse: 3.70709 [274] valid_0's rmse: 3.53617 valid_1's rmse: 3.70614 [275] valid_0's rmse: 3.53552 valid_1's rmse: 3.70611 [276] valid_0's rmse: 3.53489 valid_1's rmse: 3.70601 [277] valid_0's rmse: 3.53412 valid_1's rmse: 3.70557 [278] valid_0's rmse: 3.53338 valid_1's rmse: 3.70534 [279] valid_0's rmse: 3.53265 valid_1's rmse: 3.70531 [280] valid_0's rmse: 3.53208 valid_1's rmse: 3.70513 [281] valid_0's rmse: 3.53094 valid_1's rmse: 3.7053 [282] valid_0's rmse: 3.52991 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[394] valid_0's rmse: 3.45035 valid_1's rmse: 3.68086 [395] valid_0's rmse: 3.44957 valid_1's rmse: 3.68086 [396] valid_0's rmse: 3.44894 valid_1's rmse: 3.68041 [397] valid_0's rmse: 3.44839 valid_1's rmse: 3.68024 [398] valid_0's rmse: 3.44775 valid_1's rmse: 3.68001 [399] valid_0's rmse: 3.44742 valid_1's rmse: 3.68014 [400] valid_0's rmse: 3.4469 valid_1's rmse: 3.68035 [401] valid_0's rmse: 3.44605 valid_1's rmse: 3.68029 [402] valid_0's rmse: 3.44546 valid_1's rmse: 3.68002 [403] valid_0's rmse: 3.44494 valid_1's rmse: 3.67989 [404] valid_0's rmse: 3.44396 valid_1's rmse: 3.67942 [405] valid_0's rmse: 3.44348 valid_1's rmse: 3.67935 [406] valid_0's rmse: 3.44281 valid_1's rmse: 3.67904 [407] valid_0's rmse: 3.44263 valid_1's rmse: 3.67904 [408] valid_0's rmse: 3.44221 valid_1's rmse: 3.67896 [409] valid_0's rmse: 3.44146 valid_1's rmse: 3.67866 [410] valid_0's rmse: 3.44061 valid_1's rmse: 3.67884 [411] valid_0's rmse: 3.44006 valid_1's rmse: 3.67887 [412] valid_0's rmse: 3.43932 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valid_0's rmse: 3.35533 valid_1's rmse: 3.65828 [580] valid_0's rmse: 3.35507 valid_1's rmse: 3.65818 [581] valid_0's rmse: 3.35465 valid_1's rmse: 3.65822 [582] valid_0's rmse: 3.35407 valid_1's rmse: 3.65809 [583] valid_0's rmse: 3.35381 valid_1's rmse: 3.65805 [584] valid_0's rmse: 3.3536 valid_1's rmse: 3.65802 [585] valid_0's rmse: 3.35334 valid_1's rmse: 3.65795 [586] valid_0's rmse: 3.35292 valid_1's rmse: 3.6578 [587] valid_0's rmse: 3.35257 valid_1's rmse: 3.65772 [588] valid_0's rmse: 3.35215 valid_1's rmse: 3.65757 [589] valid_0's rmse: 3.35178 valid_1's rmse: 3.65755 [590] valid_0's rmse: 3.35146 valid_1's rmse: 3.6575 [591] valid_0's rmse: 3.35105 valid_1's rmse: 3.65726 [592] valid_0's rmse: 3.35061 valid_1's rmse: 3.65702 [593] valid_0's rmse: 3.35019 valid_1's rmse: 3.65681 [594] valid_0's rmse: 3.34975 valid_1's rmse: 3.65668 [595] valid_0's rmse: 3.34932 valid_1's rmse: 3.65663 [596] valid_0's rmse: 3.34891 valid_1's rmse: 3.65663 [597] valid_0's rmse: 3.34808 valid_1's rmse: 3.65641 [598] valid_0's rmse: 3.34777 valid_1's rmse: 3.65626 [599] valid_0's rmse: 3.34753 valid_1's rmse: 3.65615 [600] valid_0's rmse: 3.34724 valid_1's rmse: 3.65604 [601] valid_0's rmse: 3.34693 valid_1's rmse: 3.65606 [602] valid_0's rmse: 3.3464 valid_1's rmse: 3.65588 [603] valid_0's rmse: 3.34593 valid_1's rmse: 3.65561 [604] valid_0's rmse: 3.34552 valid_1's rmse: 3.65568 [605] valid_0's rmse: 3.34512 valid_1's rmse: 3.65568 [606] valid_0's rmse: 3.34456 valid_1's rmse: 3.6557 [607] valid_0's rmse: 3.34408 valid_1's rmse: 3.65557 [608] valid_0's rmse: 3.34383 valid_1's rmse: 3.65551 [609] valid_0's rmse: 3.34324 valid_1's rmse: 3.65531 [610] valid_0's rmse: 3.3429 valid_1's rmse: 3.65529 [611] valid_0's rmse: 3.34255 valid_1's rmse: 3.65525 [612] valid_0's rmse: 3.34199 valid_1's rmse: 3.65529 [613] valid_0's rmse: 3.34172 valid_1's rmse: 3.6553 [614] valid_0's rmse: 3.34112 valid_1's rmse: 3.65501 [615] valid_0's rmse: 3.34074 valid_1's rmse: 3.65483 [616] valid_0's rmse: 3.34041 valid_1's rmse: 3.65483 [617] valid_0's rmse: 3.33977 valid_1's rmse: 3.65473 [618] valid_0's rmse: 3.33937 valid_1's rmse: 3.65476 [619] valid_0's rmse: 3.339 valid_1's rmse: 3.65461 [620] valid_0's rmse: 3.33854 valid_1's rmse: 3.65441 [621] valid_0's rmse: 3.3382 valid_1's rmse: 3.6544 [622] valid_0's rmse: 3.33761 valid_1's rmse: 3.65409 [623] valid_0's rmse: 3.33703 valid_1's rmse: 3.65397 [624] valid_0's rmse: 3.33641 valid_1's rmse: 3.65363 [625] valid_0's rmse: 3.33615 valid_1's rmse: 3.65363 [626] valid_0's rmse: 3.33548 valid_1's rmse: 3.65351 [627] valid_0's rmse: 3.33507 valid_1's rmse: 3.65346 [628] valid_0's rmse: 3.33461 valid_1's rmse: 3.65345 [629] valid_0's rmse: 3.33411 valid_1's rmse: 3.65326 [630] valid_0's rmse: 3.33346 valid_1's rmse: 3.65314 [631] valid_0's rmse: 3.33323 valid_1's rmse: 3.6531 [632] valid_0's rmse: 3.33281 valid_1's rmse: 3.6529 [633] valid_0's rmse: 3.33233 valid_1's rmse: 3.65295 [634] valid_0's rmse: 3.33203 valid_1's rmse: 3.6534 [635] valid_0's rmse: 3.33148 valid_1's rmse: 3.65334 [636] valid_0's rmse: 3.33125 valid_1's rmse: 3.65321 [637] valid_0's rmse: 3.33071 valid_1's rmse: 3.65306 [638] valid_0's rmse: 3.33014 valid_1's rmse: 3.65287 [639] valid_0's rmse: 3.3298 valid_1's rmse: 3.65299 [640] valid_0's rmse: 3.32928 valid_1's rmse: 3.65263 [641] valid_0's rmse: 3.32868 valid_1's rmse: 3.65258 [642] valid_0's rmse: 3.32819 valid_1's rmse: 3.65247 [643] valid_0's rmse: 3.32782 valid_1's rmse: 3.65218 [644] valid_0's rmse: 3.32726 valid_1's rmse: 3.65206 [645] valid_0's rmse: 3.32681 valid_1's rmse: 3.65217 [646] valid_0's rmse: 3.32635 valid_1's rmse: 3.65212 [647] valid_0's rmse: 3.32615 valid_1's rmse: 3.65216 [648] valid_0's rmse: 3.32582 valid_1's rmse: 3.65218 [649] valid_0's rmse: 3.32533 valid_1's rmse: 3.65193 [650] valid_0's rmse: 3.32506 valid_1's rmse: 3.65191 [651] valid_0's rmse: 3.32449 valid_1's rmse: 3.65187 [652] valid_0's rmse: 3.32402 valid_1's rmse: 3.65185 [653] valid_0's rmse: 3.32365 valid_1's rmse: 3.65165 [654] valid_0's rmse: 3.32318 valid_1's rmse: 3.65159 [655] valid_0's rmse: 3.3227 valid_1's rmse: 3.65142 [656] valid_0's rmse: 3.32235 valid_1's rmse: 3.65118 [657] valid_0's rmse: 3.32191 valid_1's rmse: 3.65104 [658] valid_0's rmse: 3.32143 valid_1's rmse: 3.65125 [659] valid_0's rmse: 3.32106 valid_1's rmse: 3.65123 [660] valid_0's rmse: 3.3206 valid_1's rmse: 3.65134 [661] valid_0's rmse: 3.32025 valid_1's rmse: 3.65127 [662] valid_0's rmse: 3.31991 valid_1's rmse: 3.65124 [663] valid_0's rmse: 3.31954 valid_1's rmse: 3.6512 [664] valid_0's rmse: 3.31942 valid_1's rmse: 3.65121 [665] valid_0's rmse: 3.31913 valid_1's rmse: 3.65115 [666] valid_0's rmse: 3.31862 valid_1's rmse: 3.65108 [667] valid_0's rmse: 3.31807 valid_1's rmse: 3.65098 [668] valid_0's rmse: 3.31756 valid_1's rmse: 3.65092 [669] valid_0's rmse: 3.31714 valid_1's rmse: 3.65082 [670] valid_0's rmse: 3.31679 valid_1's rmse: 3.65092 [671] valid_0's rmse: 3.3163 valid_1's rmse: 3.65078 [672] valid_0's rmse: 3.31612 valid_1's rmse: 3.65072 [673] valid_0's rmse: 3.31574 valid_1's rmse: 3.65084 [674] valid_0's rmse: 3.31533 valid_1's rmse: 3.65069 [675] valid_0's rmse: 3.31504 valid_1's rmse: 3.65071 [676] valid_0's rmse: 3.31472 valid_1's rmse: 3.65068 [677] valid_0's rmse: 3.31426 valid_1's rmse: 3.65043 [678] valid_0's rmse: 3.31397 valid_1's rmse: 3.65032 [679] valid_0's rmse: 3.31351 valid_1's rmse: 3.65024 [680] valid_0's rmse: 3.31322 valid_1's rmse: 3.65016 [681] valid_0's rmse: 3.31281 valid_1's rmse: 3.6501 [682] valid_0's rmse: 3.3125 valid_1's rmse: 3.65007 [683] valid_0's rmse: 3.31214 valid_1's rmse: 3.64989 [684] valid_0's rmse: 3.31172 valid_1's rmse: 3.64987 [685] valid_0's rmse: 3.31129 valid_1's rmse: 3.64979 [686] valid_0's rmse: 3.31093 valid_1's rmse: 3.6497 [687] valid_0's rmse: 3.31071 valid_1's rmse: 3.64969 [688] valid_0's rmse: 3.31026 valid_1's rmse: 3.64956 [689] valid_0's rmse: 3.30996 valid_1's rmse: 3.64953 [690] valid_0's rmse: 3.30934 valid_1's rmse: 3.64913 [691] valid_0's rmse: 3.30896 valid_1's rmse: 3.64905 [692] valid_0's rmse: 3.30867 valid_1's rmse: 3.64894 [693] valid_0's rmse: 3.30825 valid_1's rmse: 3.64873 [694] valid_0's rmse: 3.30778 valid_1's rmse: 3.64875 [695] valid_0's rmse: 3.30749 valid_1's rmse: 3.64881 [696] valid_0's rmse: 3.30708 valid_1's rmse: 3.64869 [697] valid_0's rmse: 3.30676 valid_1's rmse: 3.6487 [698] valid_0's rmse: 3.30641 valid_1's rmse: 3.64872 [699] valid_0's rmse: 3.3061 valid_1's rmse: 3.64875 [700] valid_0's rmse: 3.30575 valid_1's rmse: 3.64903 [701] valid_0's rmse: 3.30538 valid_1's rmse: 3.64875 [702] valid_0's rmse: 3.305 valid_1's rmse: 3.64877 [703] valid_0's rmse: 3.30467 valid_1's rmse: 3.64886 [704] valid_0's rmse: 3.3042 valid_1's rmse: 3.64858 [705] valid_0's rmse: 3.30396 valid_1's rmse: 3.64852 [706] valid_0's rmse: 3.30362 valid_1's rmse: 3.64844 [707] valid_0's rmse: 3.30331 valid_1's rmse: 3.64832 [708] valid_0's rmse: 3.30289 valid_1's rmse: 3.6482 [709] valid_0's rmse: 3.30228 valid_1's rmse: 3.64797 [710] valid_0's rmse: 3.30209 valid_1's rmse: 3.64792 [711] valid_0's rmse: 3.30176 valid_1's rmse: 3.6478 [712] valid_0's rmse: 3.30132 valid_1's rmse: 3.64759 [713] valid_0's rmse: 3.3007 valid_1's rmse: 3.64724 [714] valid_0's rmse: 3.30047 valid_1's rmse: 3.64718 [715] valid_0's rmse: 3.30017 valid_1's rmse: 3.64713 [716] valid_0's rmse: 3.29975 valid_1's rmse: 3.64691 [717] valid_0's rmse: 3.2994 valid_1's rmse: 3.64671 [718] valid_0's rmse: 3.29919 valid_1's rmse: 3.64665 [719] valid_0's rmse: 3.29896 valid_1's rmse: 3.64664 [720] valid_0's rmse: 3.29849 valid_1's rmse: 3.64677 [721] valid_0's rmse: 3.29807 valid_1's rmse: 3.64674 [722] valid_0's rmse: 3.29781 valid_1's rmse: 3.64672 [723] valid_0's rmse: 3.29759 valid_1's rmse: 3.64674 [724] valid_0's rmse: 3.29722 valid_1's rmse: 3.64667 [725] valid_0's rmse: 3.29698 valid_1's rmse: 3.64668 [726] valid_0's rmse: 3.29674 valid_1's rmse: 3.64658 [727] valid_0's rmse: 3.29661 valid_1's rmse: 3.64654 [728] valid_0's rmse: 3.29624 valid_1's rmse: 3.64628 [729] valid_0's rmse: 3.29575 valid_1's rmse: 3.64645 [730] valid_0's rmse: 3.29538 valid_1's rmse: 3.64642 [731] valid_0's rmse: 3.29493 valid_1's rmse: 3.64646 [732] valid_0's rmse: 3.29469 valid_1's rmse: 3.64654 [733] valid_0's rmse: 3.29428 valid_1's rmse: 3.64667 [734] valid_0's rmse: 3.29397 valid_1's rmse: 3.64665 [735] valid_0's rmse: 3.29361 valid_1's rmse: 3.64675 [736] valid_0's rmse: 3.29334 valid_1's rmse: 3.64668 [737] valid_0's rmse: 3.29293 valid_1's rmse: 3.64649 [738] valid_0's rmse: 3.29253 valid_1's rmse: 3.64645 [739] valid_0's rmse: 3.29227 valid_1's rmse: 3.64652 [740] valid_0's rmse: 3.29173 valid_1's rmse: 3.64664 [741] valid_0's rmse: 3.2913 valid_1's rmse: 3.64667 [742] valid_0's rmse: 3.29088 valid_1's rmse: 3.64681 [743] valid_0's rmse: 3.29049 valid_1's rmse: 3.64686 [744] valid_0's rmse: 3.29016 valid_1's rmse: 3.64682 [745] valid_0's rmse: 3.28988 valid_1's rmse: 3.64684 [746] valid_0's rmse: 3.28968 valid_1's rmse: 3.64689 [747] valid_0's rmse: 3.28945 valid_1's rmse: 3.64684 [748] valid_0's rmse: 3.28915 valid_1's rmse: 3.64685 Early stopping, best iteration is: [728] valid_0's rmse: 3.29624 valid_1's rmse: 3.64628 SCORE: 3.646284027120229 [1] valid_0's rmse: 8.9931 valid_1's rmse: 8.95237 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.41335 valid_1's rmse: 8.37434 [3] valid_0's rmse: 7.89851 valid_1's rmse: 7.86144 [4] valid_0's rmse: 7.45334 valid_1's rmse: 7.41781 [5] valid_0's rmse: 7.07724 valid_1's rmse: 7.04306 [6] valid_0's rmse: 6.73277 valid_1's rmse: 6.70082 [7] valid_0's rmse: 6.44213 valid_1's rmse: 6.41114 [8] valid_0's rmse: 6.19289 valid_1's rmse: 6.16342 [9] valid_0's rmse: 5.97996 valid_1's rmse: 5.95175 [10] valid_0's rmse: 5.79269 valid_1's rmse: 5.7657 [11] valid_0's rmse: 5.62506 valid_1's rmse: 5.59935 [12] valid_0's rmse: 5.47268 valid_1's rmse: 5.44846 [13] valid_0's rmse: 5.36128 valid_1's rmse: 5.33794 [14] valid_0's rmse: 5.23424 valid_1's rmse: 5.21186 [15] valid_0's rmse: 5.10772 valid_1's rmse: 5.08599 [16] valid_0's rmse: 5.02224 valid_1's rmse: 5.00093 [17] valid_0's rmse: 4.9465 valid_1's rmse: 4.9268 [18] valid_0's rmse: 4.87803 valid_1's rmse: 4.85964 [19] valid_0's rmse: 4.82844 valid_1's rmse: 4.81022 [20] valid_0's rmse: 4.76824 valid_1's rmse: 4.75088 [21] valid_0's rmse: 4.72458 valid_1's rmse: 4.70842 [22] valid_0's rmse: 4.68296 valid_1's rmse: 4.66803 [23] valid_0's rmse: 4.63921 valid_1's rmse: 4.62573 [24] valid_0's rmse: 4.60567 valid_1's rmse: 4.59307 [25] valid_0's rmse: 4.56693 valid_1's rmse: 4.55564 [26] valid_0's rmse: 4.53243 valid_1's rmse: 4.52183 [27] valid_0's rmse: 4.50779 valid_1's rmse: 4.4978 [28] valid_0's rmse: 4.48235 valid_1's rmse: 4.47282 [29] valid_0's rmse: 4.46055 valid_1's rmse: 4.45239 [30] valid_0's rmse: 4.43781 valid_1's rmse: 4.42975 [31] valid_0's rmse: 4.4034 valid_1's rmse: 4.39543 [32] valid_0's rmse: 4.36193 valid_1's rmse: 4.35428 [33] valid_0's rmse: 4.33806 valid_1's rmse: 4.33131 [34] valid_0's rmse: 4.31177 valid_1's rmse: 4.30554 [35] valid_0's rmse: 4.29378 valid_1's rmse: 4.28864 [36] valid_0's rmse: 4.27543 valid_1's rmse: 4.26995 [37] valid_0's rmse: 4.26338 valid_1's rmse: 4.25852 [38] valid_0's rmse: 4.2499 valid_1's rmse: 4.2461 [39] valid_0's rmse: 4.24155 valid_1's rmse: 4.23844 [40] valid_0's rmse: 4.23032 valid_1's rmse: 4.22888 [41] valid_0's rmse: 4.2205 valid_1's rmse: 4.21952 [42] valid_0's rmse: 4.19544 valid_1's rmse: 4.19439 [43] valid_0's rmse: 4.18882 valid_1's rmse: 4.18947 [44] valid_0's rmse: 4.16964 valid_1's rmse: 4.17052 [45] valid_0's rmse: 4.15785 valid_1's rmse: 4.16026 [46] valid_0's rmse: 4.14712 valid_1's rmse: 4.14951 [47] valid_0's rmse: 4.138 valid_1's rmse: 4.1413 [48] valid_0's rmse: 4.12955 valid_1's rmse: 4.13385 [49] valid_0's rmse: 4.11876 valid_1's rmse: 4.12332 [50] valid_0's rmse: 4.1113 valid_1's rmse: 4.11707 [51] valid_0's rmse: 4.09889 valid_1's rmse: 4.10501 [52] valid_0's rmse: 4.08852 valid_1's rmse: 4.09616 [53] valid_0's rmse: 4.07918 valid_1's rmse: 4.08729 [54] valid_0's rmse: 4.07163 valid_1's rmse: 4.0799 [55] valid_0's rmse: 4.06411 valid_1's rmse: 4.0725 [56] valid_0's rmse: 4.05716 valid_1's rmse: 4.06647 [57] valid_0's rmse: 4.05114 valid_1's rmse: 4.06107 [58] valid_0's rmse: 4.0442 valid_1's rmse: 4.05462 [59] valid_0's rmse: 4.03976 valid_1's rmse: 4.05058 [60] valid_0's rmse: 4.02596 valid_1's rmse: 4.03742 [61] valid_0's rmse: 4.01696 valid_1's rmse: 4.02973 [62] valid_0's rmse: 4.01204 valid_1's rmse: 4.02541 [63] valid_0's rmse: 4.0076 valid_1's rmse: 4.02159 [64] valid_0's rmse: 4.0001 valid_1's rmse: 4.01606 [65] valid_0's rmse: 3.98996 valid_1's rmse: 4.0063 [66] valid_0's rmse: 3.98602 valid_1's rmse: 4.0037 [67] valid_0's rmse: 3.97551 valid_1's rmse: 3.99339 [68] valid_0's rmse: 3.96987 valid_1's rmse: 3.98819 [69] valid_0's rmse: 3.96353 valid_1's rmse: 3.98215 [70] valid_0's rmse: 3.95041 valid_1's rmse: 3.96966 [71] valid_0's rmse: 3.94446 valid_1's rmse: 3.96416 [72] valid_0's rmse: 3.93511 valid_1's rmse: 3.95515 [73] valid_0's rmse: 3.9319 valid_1's rmse: 3.95287 [74] valid_0's rmse: 3.92221 valid_1's rmse: 3.94346 [75] valid_0's rmse: 3.91818 valid_1's rmse: 3.94031 [76] valid_0's rmse: 3.91333 valid_1's rmse: 3.93598 [77] valid_0's rmse: 3.90947 valid_1's rmse: 3.93381 [78] valid_0's rmse: 3.90717 valid_1's rmse: 3.9323 [79] valid_0's rmse: 3.90012 valid_1's rmse: 3.9257 [80] valid_0's rmse: 3.89547 valid_1's rmse: 3.92116 [81] valid_0's rmse: 3.88931 valid_1's rmse: 3.91534 [82] valid_0's rmse: 3.88655 valid_1's rmse: 3.91334 [83] valid_0's rmse: 3.87987 valid_1's rmse: 3.90756 [84] valid_0's rmse: 3.87682 valid_1's rmse: 3.90457 [85] valid_0's rmse: 3.87411 valid_1's rmse: 3.9037 [86] valid_0's rmse: 3.86904 valid_1's rmse: 3.8991 [87] valid_0's rmse: 3.86457 valid_1's rmse: 3.895 [88] valid_0's rmse: 3.85923 valid_1's rmse: 3.88983 [89] valid_0's rmse: 3.85638 valid_1's rmse: 3.88869 [90] valid_0's rmse: 3.85396 valid_1's rmse: 3.88658 [91] valid_0's rmse: 3.85074 valid_1's rmse: 3.88402 [92] valid_0's rmse: 3.84659 valid_1's rmse: 3.88018 [93] valid_0's rmse: 3.84353 valid_1's rmse: 3.87768 [94] valid_0's rmse: 3.83981 valid_1's rmse: 3.87438 [95] valid_0's rmse: 3.83482 valid_1's rmse: 3.87013 [96] valid_0's rmse: 3.8309 valid_1's rmse: 3.86703 [97] valid_0's rmse: 3.82767 valid_1's rmse: 3.86523 [98] valid_0's rmse: 3.8208 valid_1's rmse: 3.85879 [99] valid_0's rmse: 3.81858 valid_1's rmse: 3.85743 [100] valid_0's rmse: 3.8152 valid_1's rmse: 3.85481 [101] valid_0's rmse: 3.81361 valid_1's rmse: 3.85445 [102] valid_0's rmse: 3.80973 valid_1's rmse: 3.85194 [103] valid_0's rmse: 3.80662 valid_1's rmse: 3.84955 [104] valid_0's rmse: 3.80475 valid_1's rmse: 3.84854 [105] valid_0's rmse: 3.80235 valid_1's rmse: 3.84749 [106] valid_0's rmse: 3.79782 valid_1's rmse: 3.84342 [107] valid_0's rmse: 3.79587 valid_1's rmse: 3.84207 [108] valid_0's rmse: 3.79199 valid_1's rmse: 3.8391 [109] valid_0's rmse: 3.79 valid_1's rmse: 3.83806 [110] valid_0's rmse: 3.78833 valid_1's rmse: 3.83812 [111] valid_0's rmse: 3.78598 valid_1's rmse: 3.83653 [112] valid_0's rmse: 3.78293 valid_1's rmse: 3.83423 [113] valid_0's rmse: 3.781 valid_1's rmse: 3.83322 [114] valid_0's rmse: 3.77938 valid_1's rmse: 3.83285 [115] valid_0's rmse: 3.77446 valid_1's rmse: 3.82826 [116] valid_0's rmse: 3.77156 valid_1's rmse: 3.8263 [117] valid_0's rmse: 3.76993 valid_1's rmse: 3.82534 [118] valid_0's rmse: 3.76819 valid_1's rmse: 3.82435 [119] valid_0's rmse: 3.76628 valid_1's rmse: 3.82314 [120] valid_0's rmse: 3.76472 valid_1's rmse: 3.82248 [121] valid_0's rmse: 3.76298 valid_1's rmse: 3.82134 [122] valid_0's rmse: 3.76133 valid_1's rmse: 3.82032 [123] valid_0's rmse: 3.75937 valid_1's rmse: 3.81944 [124] valid_0's rmse: 3.75716 valid_1's rmse: 3.81832 [125] valid_0's rmse: 3.75428 valid_1's rmse: 3.8168 [126] valid_0's rmse: 3.75241 valid_1's rmse: 3.81579 [127] valid_0's rmse: 3.75038 valid_1's rmse: 3.81436 [128] valid_0's rmse: 3.74901 valid_1's rmse: 3.81349 [129] valid_0's rmse: 3.74604 valid_1's rmse: 3.81099 [130] valid_0's rmse: 3.74311 valid_1's rmse: 3.80848 [131] valid_0's rmse: 3.74035 valid_1's rmse: 3.80705 [132] valid_0's rmse: 3.73933 valid_1's rmse: 3.80636 [133] valid_0's rmse: 3.73488 valid_1's rmse: 3.80241 [134] valid_0's rmse: 3.73351 valid_1's rmse: 3.80177 [135] valid_0's rmse: 3.73183 valid_1's rmse: 3.80087 [136] valid_0's rmse: 3.72912 valid_1's rmse: 3.79859 [137] valid_0's rmse: 3.72789 valid_1's rmse: 3.79729 [138] valid_0's rmse: 3.72452 valid_1's rmse: 3.79441 [139] valid_0's rmse: 3.7224 valid_1's rmse: 3.79275 [140] valid_0's rmse: 3.72124 valid_1's rmse: 3.79244 [141] valid_0's rmse: 3.71945 valid_1's rmse: 3.79167 [142] valid_0's rmse: 3.71726 valid_1's rmse: 3.79177 [143] valid_0's rmse: 3.71495 valid_1's rmse: 3.78985 [144] valid_0's rmse: 3.71292 valid_1's rmse: 3.78836 [145] valid_0's rmse: 3.71118 valid_1's rmse: 3.78694 [146] valid_0's rmse: 3.7086 valid_1's rmse: 3.7847 [147] valid_0's rmse: 3.70718 valid_1's rmse: 3.78369 [148] valid_0's rmse: 3.7054 valid_1's rmse: 3.78239 [149] valid_0's rmse: 3.70417 valid_1's rmse: 3.78203 [150] valid_0's rmse: 3.7027 valid_1's rmse: 3.78157 [151] valid_0's rmse: 3.70123 valid_1's rmse: 3.78055 [152] valid_0's rmse: 3.69979 valid_1's 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[357] valid_0's rmse: 3.50238 valid_1's rmse: 3.7024 [358] valid_0's rmse: 3.50161 valid_1's rmse: 3.70219 [359] valid_0's rmse: 3.50072 valid_1's rmse: 3.70192 [360] valid_0's rmse: 3.50001 valid_1's rmse: 3.70148 [361] valid_0's rmse: 3.49934 valid_1's rmse: 3.70102 [362] valid_0's rmse: 3.49864 valid_1's rmse: 3.70065 [363] valid_0's rmse: 3.49827 valid_1's rmse: 3.70065 [364] valid_0's rmse: 3.49769 valid_1's rmse: 3.70086 [365] valid_0's rmse: 3.49699 valid_1's rmse: 3.70095 [366] valid_0's rmse: 3.49644 valid_1's rmse: 3.70083 [367] valid_0's rmse: 3.49578 valid_1's rmse: 3.70081 [368] valid_0's rmse: 3.49545 valid_1's rmse: 3.7006 [369] valid_0's rmse: 3.49508 valid_1's rmse: 3.70048 [370] valid_0's rmse: 3.49446 valid_1's rmse: 3.70063 [371] valid_0's rmse: 3.49409 valid_1's rmse: 3.70047 [372] valid_0's rmse: 3.49329 valid_1's rmse: 3.70037 [373] valid_0's rmse: 3.49265 valid_1's rmse: 3.70042 [374] valid_0's rmse: 3.49177 valid_1's rmse: 3.70002 [375] valid_0's rmse: 3.49129 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3.65792 [672] valid_0's rmse: 3.34932 valid_1's rmse: 3.65773 [673] valid_0's rmse: 3.34883 valid_1's rmse: 3.65776 [674] valid_0's rmse: 3.34845 valid_1's rmse: 3.65776 [675] valid_0's rmse: 3.34798 valid_1's rmse: 3.65749 [676] valid_0's rmse: 3.34769 valid_1's rmse: 3.65747 [677] valid_0's rmse: 3.34735 valid_1's rmse: 3.65737 [678] valid_0's rmse: 3.3469 valid_1's rmse: 3.65711 [679] valid_0's rmse: 3.3465 valid_1's rmse: 3.65741 [680] valid_0's rmse: 3.34598 valid_1's rmse: 3.65709 [681] valid_0's rmse: 3.34574 valid_1's rmse: 3.65709 [682] valid_0's rmse: 3.3455 valid_1's rmse: 3.65686 [683] valid_0's rmse: 3.34527 valid_1's rmse: 3.65658 [684] valid_0's rmse: 3.3451 valid_1's rmse: 3.65666 [685] valid_0's rmse: 3.3448 valid_1's rmse: 3.65683 [686] valid_0's rmse: 3.34461 valid_1's rmse: 3.65673 [687] valid_0's rmse: 3.34431 valid_1's rmse: 3.65674 [688] valid_0's rmse: 3.34415 valid_1's rmse: 3.65672 [689] valid_0's rmse: 3.34394 valid_1's rmse: 3.65675 [690] valid_0's rmse: 3.34344 valid_1's rmse: 3.65645 [691] valid_0's rmse: 3.34319 valid_1's rmse: 3.65638 [692] valid_0's rmse: 3.34299 valid_1's rmse: 3.65627 [693] valid_0's rmse: 3.34237 valid_1's rmse: 3.65637 [694] valid_0's rmse: 3.34212 valid_1's rmse: 3.6564 [695] valid_0's rmse: 3.34169 valid_1's rmse: 3.65611 [696] valid_0's rmse: 3.3414 valid_1's rmse: 3.656 [697] valid_0's rmse: 3.34101 valid_1's rmse: 3.65599 [698] valid_0's rmse: 3.34048 valid_1's rmse: 3.6557 [699] valid_0's rmse: 3.34015 valid_1's rmse: 3.65548 [700] valid_0's rmse: 3.33988 valid_1's rmse: 3.65534 [701] valid_0's rmse: 3.33947 valid_1's rmse: 3.65522 [702] valid_0's rmse: 3.33884 valid_1's rmse: 3.65515 [703] valid_0's rmse: 3.33846 valid_1's rmse: 3.65509 [704] valid_0's rmse: 3.33818 valid_1's rmse: 3.65509 [705] valid_0's rmse: 3.33796 valid_1's rmse: 3.65508 [706] valid_0's rmse: 3.33758 valid_1's rmse: 3.65519 [707] valid_0's rmse: 3.33722 valid_1's rmse: 3.65526 [708] valid_0's rmse: 3.33699 valid_1's rmse: 3.65515 [709] valid_0's rmse: 3.33649 valid_1's rmse: 3.65494 [710] valid_0's rmse: 3.33628 valid_1's rmse: 3.65492 [711] valid_0's rmse: 3.33605 valid_1's rmse: 3.65487 [712] valid_0's rmse: 3.33576 valid_1's rmse: 3.65502 [713] valid_0's rmse: 3.33533 valid_1's rmse: 3.6551 [714] valid_0's rmse: 3.33504 valid_1's rmse: 3.65518 [715] valid_0's rmse: 3.33469 valid_1's rmse: 3.6551 [716] valid_0's rmse: 3.33437 valid_1's rmse: 3.65513 [717] valid_0's rmse: 3.33407 valid_1's rmse: 3.65506 [718] valid_0's rmse: 3.33369 valid_1's rmse: 3.65496 [719] valid_0's rmse: 3.33334 valid_1's rmse: 3.65498 [720] valid_0's rmse: 3.33297 valid_1's rmse: 3.65495 [721] valid_0's rmse: 3.33263 valid_1's rmse: 3.65485 [722] valid_0's rmse: 3.33202 valid_1's rmse: 3.65495 [723] valid_0's rmse: 3.33162 valid_1's rmse: 3.65488 [724] valid_0's rmse: 3.33135 valid_1's rmse: 3.65481 [725] valid_0's rmse: 3.33081 valid_1's rmse: 3.65486 [726] valid_0's rmse: 3.33052 valid_1's rmse: 3.65481 [727] valid_0's rmse: 3.33034 valid_1's rmse: 3.65487 [728] valid_0's rmse: 3.33007 valid_1's rmse: 3.65481 [729] valid_0's rmse: 3.32961 valid_1's rmse: 3.65492 [730] valid_0's rmse: 3.32919 valid_1's rmse: 3.65473 [731] valid_0's rmse: 3.32898 valid_1's rmse: 3.65475 [732] valid_0's rmse: 3.32869 valid_1's rmse: 3.65469 [733] valid_0's rmse: 3.3285 valid_1's rmse: 3.65463 [734] valid_0's rmse: 3.32755 valid_1's rmse: 3.65384 [735] valid_0's rmse: 3.32729 valid_1's rmse: 3.65419 [736] valid_0's rmse: 3.32703 valid_1's rmse: 3.65415 [737] valid_0's rmse: 3.3267 valid_1's rmse: 3.65426 [738] valid_0's rmse: 3.32646 valid_1's rmse: 3.65421 [739] valid_0's rmse: 3.3263 valid_1's rmse: 3.65423 [740] valid_0's rmse: 3.32602 valid_1's rmse: 3.6541 [741] valid_0's rmse: 3.32557 valid_1's rmse: 3.65382 [742] valid_0's rmse: 3.32525 valid_1's rmse: 3.65364 [743] valid_0's rmse: 3.32499 valid_1's rmse: 3.65365 [744] valid_0's rmse: 3.32468 valid_1's rmse: 3.65352 [745] valid_0's rmse: 3.32428 valid_1's rmse: 3.65377 [746] valid_0's rmse: 3.32373 valid_1's rmse: 3.65377 [747] valid_0's rmse: 3.32322 valid_1's rmse: 3.65384 [748] valid_0's rmse: 3.32277 valid_1's rmse: 3.6539 [749] valid_0's rmse: 3.32231 valid_1's rmse: 3.65367 [750] valid_0's rmse: 3.32211 valid_1's rmse: 3.65358 [751] valid_0's rmse: 3.3219 valid_1's rmse: 3.65351 [752] valid_0's rmse: 3.32145 valid_1's rmse: 3.6535 [753] valid_0's rmse: 3.32076 valid_1's rmse: 3.65329 [754] valid_0's rmse: 3.32021 valid_1's rmse: 3.65303 [755] valid_0's rmse: 3.31993 valid_1's rmse: 3.65322 [756] valid_0's rmse: 3.31965 valid_1's rmse: 3.6531 [757] valid_0's rmse: 3.31939 valid_1's rmse: 3.65313 [758] valid_0's rmse: 3.31911 valid_1's rmse: 3.65309 [759] valid_0's rmse: 3.31888 valid_1's rmse: 3.65302 [760] valid_0's rmse: 3.31857 valid_1's rmse: 3.65295 [761] valid_0's rmse: 3.31829 valid_1's rmse: 3.65289 [762] valid_0's rmse: 3.31806 valid_1's rmse: 3.65295 [763] valid_0's rmse: 3.31786 valid_1's rmse: 3.65292 [764] valid_0's rmse: 3.31728 valid_1's rmse: 3.65263 [765] valid_0's rmse: 3.317 valid_1's rmse: 3.65261 [766] valid_0's rmse: 3.31675 valid_1's rmse: 3.65271 [767] valid_0's rmse: 3.3165 valid_1's rmse: 3.65277 [768] valid_0's rmse: 3.31625 valid_1's rmse: 3.65269 [769] valid_0's rmse: 3.31587 valid_1's rmse: 3.65259 [770] valid_0's rmse: 3.31556 valid_1's rmse: 3.65253 [771] valid_0's rmse: 3.31533 valid_1's rmse: 3.65244 [772] valid_0's rmse: 3.31506 valid_1's rmse: 3.65237 [773] valid_0's rmse: 3.3147 valid_1's rmse: 3.65216 [774] valid_0's rmse: 3.31425 valid_1's rmse: 3.65196 [775] valid_0's rmse: 3.31404 valid_1's rmse: 3.652 [776] valid_0's rmse: 3.3135 valid_1's rmse: 3.65172 [777] valid_0's rmse: 3.31309 valid_1's rmse: 3.65163 [778] valid_0's rmse: 3.31253 valid_1's rmse: 3.65182 [779] valid_0's rmse: 3.31226 valid_1's rmse: 3.65172 [780] valid_0's rmse: 3.31192 valid_1's rmse: 3.65152 [781] valid_0's rmse: 3.31147 valid_1's rmse: 3.65138 [782] valid_0's rmse: 3.31124 valid_1's rmse: 3.65141 [783] valid_0's rmse: 3.31091 valid_1's rmse: 3.65137 [784] valid_0's rmse: 3.31075 valid_1's rmse: 3.65132 [785] valid_0's rmse: 3.31041 valid_1's rmse: 3.65135 [786] valid_0's rmse: 3.3101 valid_1's rmse: 3.65139 [787] valid_0's rmse: 3.30989 valid_1's rmse: 3.65133 [788] valid_0's rmse: 3.30952 valid_1's rmse: 3.65131 [789] valid_0's rmse: 3.30915 valid_1's rmse: 3.65112 [790] valid_0's rmse: 3.30895 valid_1's rmse: 3.65108 [791] valid_0's rmse: 3.30853 valid_1's rmse: 3.65099 [792] valid_0's rmse: 3.30841 valid_1's rmse: 3.65102 [793] valid_0's rmse: 3.30818 valid_1's rmse: 3.65095 [794] valid_0's rmse: 3.30793 valid_1's rmse: 3.65085 [795] valid_0's rmse: 3.30771 valid_1's rmse: 3.65095 [796] valid_0's rmse: 3.30729 valid_1's rmse: 3.65087 [797] valid_0's rmse: 3.30712 valid_1's rmse: 3.65082 [798] valid_0's rmse: 3.30663 valid_1's rmse: 3.65051 [799] valid_0's rmse: 3.30639 valid_1's rmse: 3.65047 [800] valid_0's rmse: 3.30588 valid_1's rmse: 3.65047 [801] valid_0's rmse: 3.30553 valid_1's rmse: 3.65046 [802] valid_0's rmse: 3.3051 valid_1's rmse: 3.65036 [803] valid_0's rmse: 3.30488 valid_1's rmse: 3.65047 [804] valid_0's rmse: 3.30466 valid_1's rmse: 3.6505 [805] valid_0's rmse: 3.30428 valid_1's rmse: 3.65096 [806] valid_0's rmse: 3.30405 valid_1's rmse: 3.65087 [807] valid_0's rmse: 3.30368 valid_1's rmse: 3.65075 [808] valid_0's rmse: 3.3034 valid_1's rmse: 3.65081 [809] valid_0's rmse: 3.30321 valid_1's rmse: 3.65078 [810] valid_0's rmse: 3.30281 valid_1's rmse: 3.65047 [811] valid_0's rmse: 3.30254 valid_1's rmse: 3.65055 [812] valid_0's rmse: 3.30225 valid_1's rmse: 3.65052 [813] valid_0's rmse: 3.30192 valid_1's rmse: 3.65047 [814] valid_0's rmse: 3.30166 valid_1's rmse: 3.65042 [815] valid_0's rmse: 3.3013 valid_1's rmse: 3.65024 [816] valid_0's rmse: 3.30109 valid_1's rmse: 3.6502 [817] valid_0's rmse: 3.30086 valid_1's rmse: 3.65013 [818] valid_0's rmse: 3.30058 valid_1's rmse: 3.65002 [819] valid_0's rmse: 3.30024 valid_1's rmse: 3.65012 [820] valid_0's rmse: 3.29995 valid_1's rmse: 3.65005 [821] valid_0's rmse: 3.29962 valid_1's rmse: 3.65002 [822] valid_0's rmse: 3.29935 valid_1's rmse: 3.6501 [823] valid_0's rmse: 3.29908 valid_1's rmse: 3.64997 [824] valid_0's rmse: 3.29884 valid_1's rmse: 3.64999 [825] valid_0's rmse: 3.29857 valid_1's rmse: 3.64998 [826] valid_0's rmse: 3.29826 valid_1's rmse: 3.64996 [827] valid_0's rmse: 3.29797 valid_1's rmse: 3.64979 [828] valid_0's rmse: 3.29774 valid_1's rmse: 3.64974 [829] valid_0's rmse: 3.29745 valid_1's rmse: 3.64984 [830] valid_0's rmse: 3.29729 valid_1's rmse: 3.64985 [831] valid_0's rmse: 3.29702 valid_1's rmse: 3.64981 [832] valid_0's rmse: 3.29662 valid_1's rmse: 3.64976 [833] valid_0's rmse: 3.2962 valid_1's rmse: 3.64967 [834] valid_0's rmse: 3.29603 valid_1's rmse: 3.64967 [835] valid_0's rmse: 3.29575 valid_1's rmse: 3.64968 [836] valid_0's rmse: 3.2955 valid_1's rmse: 3.6496 [837] valid_0's rmse: 3.29526 valid_1's rmse: 3.64957 [838] valid_0's rmse: 3.29494 valid_1's rmse: 3.64952 [839] valid_0's rmse: 3.29431 valid_1's rmse: 3.64936 [840] valid_0's rmse: 3.29419 valid_1's rmse: 3.6493 [841] valid_0's rmse: 3.29384 valid_1's rmse: 3.64911 [842] valid_0's rmse: 3.2936 valid_1's rmse: 3.64908 [843] valid_0's rmse: 3.29343 valid_1's rmse: 3.64905 [844] valid_0's rmse: 3.29306 valid_1's rmse: 3.64883 [845] valid_0's rmse: 3.29265 valid_1's rmse: 3.64878 [846] valid_0's rmse: 3.29233 valid_1's rmse: 3.6487 [847] valid_0's rmse: 3.29211 valid_1's rmse: 3.6486 [848] valid_0's rmse: 3.2916 valid_1's rmse: 3.64851 [849] valid_0's rmse: 3.29119 valid_1's rmse: 3.64838 [850] valid_0's rmse: 3.29106 valid_1's rmse: 3.64834 [851] valid_0's rmse: 3.29081 valid_1's rmse: 3.64839 [852] valid_0's rmse: 3.29043 valid_1's rmse: 3.64824 [853] valid_0's rmse: 3.29016 valid_1's rmse: 3.64821 [854] valid_0's rmse: 3.28995 valid_1's rmse: 3.64821 [855] valid_0's rmse: 3.28952 valid_1's rmse: 3.64835 [856] valid_0's rmse: 3.28917 valid_1's rmse: 3.64825 [857] valid_0's rmse: 3.28896 valid_1's rmse: 3.64829 [858] valid_0's rmse: 3.28854 valid_1's rmse: 3.64818 [859] valid_0's rmse: 3.28832 valid_1's rmse: 3.64809 [860] valid_0's rmse: 3.28804 valid_1's rmse: 3.64805 [861] valid_0's rmse: 3.2877 valid_1's rmse: 3.64815 [862] valid_0's rmse: 3.28746 valid_1's rmse: 3.64803 [863] valid_0's rmse: 3.28721 valid_1's rmse: 3.64795 [864] valid_0's rmse: 3.28699 valid_1's rmse: 3.64802 [865] valid_0's rmse: 3.2867 valid_1's rmse: 3.64804 [866] valid_0's rmse: 3.28634 valid_1's rmse: 3.64783 [867] valid_0's rmse: 3.2859 valid_1's rmse: 3.64793 [868] valid_0's rmse: 3.28563 valid_1's rmse: 3.64801 [869] valid_0's rmse: 3.28516 valid_1's rmse: 3.64745 [870] valid_0's rmse: 3.28475 valid_1's rmse: 3.64736 [871] valid_0's rmse: 3.28452 valid_1's rmse: 3.6474 [872] valid_0's rmse: 3.28427 valid_1's rmse: 3.64739 [873] valid_0's rmse: 3.28394 valid_1's rmse: 3.64724 [874] valid_0's rmse: 3.28366 valid_1's rmse: 3.64718 [875] valid_0's rmse: 3.28334 valid_1's rmse: 3.64718 [876] valid_0's rmse: 3.28244 valid_1's rmse: 3.64655 [877] valid_0's rmse: 3.28223 valid_1's rmse: 3.64655 [878] valid_0's rmse: 3.28185 valid_1's rmse: 3.64656 [879] valid_0's rmse: 3.28157 valid_1's rmse: 3.64657 [880] valid_0's rmse: 3.28133 valid_1's rmse: 3.6466 [881] valid_0's rmse: 3.28109 valid_1's rmse: 3.64652 [882] valid_0's rmse: 3.28076 valid_1's rmse: 3.64642 [883] valid_0's rmse: 3.28056 valid_1's rmse: 3.64634 [884] valid_0's rmse: 3.28035 valid_1's rmse: 3.64623 [885] valid_0's rmse: 3.28006 valid_1's rmse: 3.64615 [886] valid_0's rmse: 3.27987 valid_1's rmse: 3.64615 [887] valid_0's rmse: 3.27962 valid_1's rmse: 3.64626 [888] valid_0's rmse: 3.27927 valid_1's rmse: 3.64628 [889] valid_0's rmse: 3.27908 valid_1's rmse: 3.64642 [890] valid_0's rmse: 3.27876 valid_1's rmse: 3.64634 [891] valid_0's rmse: 3.27834 valid_1's rmse: 3.64627 [892] valid_0's rmse: 3.27809 valid_1's rmse: 3.64614 [893] valid_0's rmse: 3.27789 valid_1's rmse: 3.64598 [894] valid_0's rmse: 3.27744 valid_1's rmse: 3.64586 [895] valid_0's rmse: 3.27701 valid_1's rmse: 3.64598 [896] valid_0's rmse: 3.27677 valid_1's rmse: 3.64596 [897] valid_0's rmse: 3.27647 valid_1's rmse: 3.646 [898] valid_0's rmse: 3.27624 valid_1's rmse: 3.64605 [899] valid_0's rmse: 3.27603 valid_1's rmse: 3.64601 [900] valid_0's rmse: 3.27562 valid_1's rmse: 3.64587 [901] valid_0's rmse: 3.27544 valid_1's rmse: 3.64586 [902] valid_0's rmse: 3.27515 valid_1's rmse: 3.64589 [903] valid_0's rmse: 3.2749 valid_1's rmse: 3.64577 [904] valid_0's rmse: 3.27458 valid_1's rmse: 3.64578 [905] valid_0's rmse: 3.27427 valid_1's rmse: 3.64585 [906] valid_0's rmse: 3.27386 valid_1's rmse: 3.64581 [907] valid_0's rmse: 3.27371 valid_1's rmse: 3.64588 [908] valid_0's rmse: 3.27346 valid_1's rmse: 3.64597 [909] valid_0's rmse: 3.27328 valid_1's rmse: 3.646 [910] valid_0's rmse: 3.27305 valid_1's rmse: 3.64607 [911] valid_0's rmse: 3.2729 valid_1's rmse: 3.64611 [912] valid_0's rmse: 3.27261 valid_1's rmse: 3.64605 [913] valid_0's rmse: 3.27236 valid_1's rmse: 3.64611 [914] valid_0's rmse: 3.27205 valid_1's rmse: 3.64615 [915] valid_0's rmse: 3.27177 valid_1's rmse: 3.64604 [916] valid_0's rmse: 3.27142 valid_1's rmse: 3.64617 [917] valid_0's rmse: 3.2709 valid_1's rmse: 3.64625 [918] valid_0's rmse: 3.27057 valid_1's rmse: 3.64618 [919] valid_0's rmse: 3.27032 valid_1's rmse: 3.64631 [920] valid_0's rmse: 3.26984 valid_1's rmse: 3.64655 [921] valid_0's rmse: 3.26965 valid_1's rmse: 3.64637 [922] valid_0's rmse: 3.26936 valid_1's rmse: 3.6461 [923] valid_0's rmse: 3.269 valid_1's rmse: 3.64626 Early stopping, best iteration is: [903] valid_0's rmse: 3.2749 valid_1's rmse: 3.64577 SCORE: 3.645773380183725 [1] valid_0's rmse: 8.96979 valid_1's rmse: 8.92892 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37398 valid_1's rmse: 8.33474 [3] valid_0's rmse: 7.8527 valid_1's rmse: 7.81469 [4] valid_0's rmse: 7.39542 valid_1's rmse: 7.3584 [5] valid_0's rmse: 6.98441 valid_1's rmse: 6.94817 [6] valid_0's rmse: 6.63806 valid_1's rmse: 6.60279 [7] valid_0's rmse: 6.3433 valid_1's rmse: 6.30908 [8] valid_0's rmse: 6.07307 valid_1's rmse: 6.03944 [9] valid_0's rmse: 5.83693 valid_1's rmse: 5.80469 [10] valid_0's rmse: 5.6472 valid_1's rmse: 5.6163 [11] valid_0's rmse: 5.47463 valid_1's rmse: 5.44496 [12] valid_0's rmse: 5.33887 valid_1's rmse: 5.30989 [13] valid_0's rmse: 5.20546 valid_1's rmse: 5.177 [14] valid_0's rmse: 5.09947 valid_1's rmse: 5.07321 [15] valid_0's rmse: 5.00305 valid_1's rmse: 4.97833 [16] valid_0's rmse: 4.90571 valid_1's rmse: 4.88189 [17] valid_0's rmse: 4.81053 valid_1's rmse: 4.78659 [18] valid_0's rmse: 4.74265 valid_1's rmse: 4.71956 [19] valid_0's rmse: 4.68708 valid_1's rmse: 4.66545 [20] valid_0's rmse: 4.61363 valid_1's rmse: 4.59261 [21] valid_0's rmse: 4.574 valid_1's rmse: 4.55492 [22] valid_0's rmse: 4.54044 valid_1's rmse: 4.52246 [23] valid_0's rmse: 4.48606 valid_1's rmse: 4.46842 [24] valid_0's rmse: 4.42945 valid_1's rmse: 4.41227 [25] valid_0's rmse: 4.37927 valid_1's rmse: 4.3627 [26] valid_0's rmse: 4.35202 valid_1's rmse: 4.33677 [27] valid_0's rmse: 4.32959 valid_1's rmse: 4.31519 [28] valid_0's rmse: 4.30358 valid_1's rmse: 4.29039 [29] valid_0's rmse: 4.28385 valid_1's rmse: 4.27188 [30] valid_0's rmse: 4.26883 valid_1's rmse: 4.25828 [31] valid_0's rmse: 4.25042 valid_1's rmse: 4.24285 [32] valid_0's rmse: 4.22719 valid_1's rmse: 4.22005 [33] valid_0's rmse: 4.21067 valid_1's rmse: 4.20444 [34] valid_0's rmse: 4.18783 valid_1's rmse: 4.1827 [35] valid_0's rmse: 4.17429 valid_1's rmse: 4.17035 [36] valid_0's rmse: 4.16084 valid_1's rmse: 4.15815 [37] valid_0's rmse: 4.14319 valid_1's rmse: 4.14123 [38] valid_0's rmse: 4.13422 valid_1's rmse: 4.1338 [39] valid_0's rmse: 4.12121 valid_1's rmse: 4.12096 [40] valid_0's rmse: 4.11207 valid_1's rmse: 4.11239 [41] valid_0's rmse: 4.10288 valid_1's rmse: 4.10329 [42] valid_0's rmse: 4.08182 valid_1's rmse: 4.08284 [43] valid_0's rmse: 4.07666 valid_1's rmse: 4.0785 [44] valid_0's rmse: 4.06705 valid_1's rmse: 4.06972 [45] valid_0's rmse: 4.0602 valid_1's rmse: 4.06408 [46] valid_0's rmse: 4.05428 valid_1's rmse: 4.05951 [47] valid_0's rmse: 4.04261 valid_1's rmse: 4.04882 [48] valid_0's rmse: 4.02696 valid_1's rmse: 4.03337 [49] valid_0's rmse: 4.02007 valid_1's rmse: 4.02717 [50] valid_0's rmse: 4.01011 valid_1's rmse: 4.01807 [51] valid_0's rmse: 4.00474 valid_1's rmse: 4.01465 [52] valid_0's rmse: 3.99385 valid_1's rmse: 4.00492 [53] valid_0's rmse: 3.98883 valid_1's rmse: 4.00071 [54] valid_0's rmse: 3.98372 valid_1's rmse: 3.99941 [55] valid_0's rmse: 3.97751 valid_1's rmse: 3.99318 [56] valid_0's rmse: 3.96739 valid_1's rmse: 3.9842 [57] valid_0's rmse: 3.95902 valid_1's rmse: 3.97661 [58] valid_0's rmse: 3.95272 valid_1's rmse: 3.97072 [59] valid_0's rmse: 3.94752 valid_1's rmse: 3.966 [60] valid_0's rmse: 3.9426 valid_1's rmse: 3.96136 [61] valid_0's rmse: 3.9385 valid_1's rmse: 3.95882 [62] valid_0's rmse: 3.93454 valid_1's rmse: 3.95728 [63] valid_0's rmse: 3.92821 valid_1's rmse: 3.95095 [64] valid_0's rmse: 3.92182 valid_1's rmse: 3.94511 [65] valid_0's rmse: 3.91573 valid_1's rmse: 3.93978 [66] valid_0's rmse: 3.90908 valid_1's rmse: 3.93352 [67] valid_0's rmse: 3.90416 valid_1's rmse: 3.92885 [68] valid_0's rmse: 3.90111 valid_1's rmse: 3.9264 [69] valid_0's rmse: 3.89418 valid_1's rmse: 3.91992 [70] valid_0's rmse: 3.89005 valid_1's rmse: 3.91831 [71] valid_0's rmse: 3.88664 valid_1's rmse: 3.91556 [72] valid_0's rmse: 3.88073 valid_1's rmse: 3.90972 [73] valid_0's rmse: 3.87709 valid_1's rmse: 3.90685 [74] valid_0's rmse: 3.87431 valid_1's rmse: 3.90558 [75] valid_0's rmse: 3.87078 valid_1's rmse: 3.90312 [76] valid_0's rmse: 3.86647 valid_1's rmse: 3.89947 [77] valid_0's rmse: 3.86238 valid_1's 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[189] valid_0's rmse: 3.60284 valid_1's rmse: 3.74154 [190] valid_0's rmse: 3.60217 valid_1's rmse: 3.74131 [191] valid_0's rmse: 3.60084 valid_1's rmse: 3.74117 [192] valid_0's rmse: 3.59995 valid_1's rmse: 3.74088 [193] valid_0's rmse: 3.59937 valid_1's rmse: 3.74083 [194] valid_0's rmse: 3.59822 valid_1's rmse: 3.74054 [195] valid_0's rmse: 3.59717 valid_1's rmse: 3.74004 [196] valid_0's rmse: 3.59618 valid_1's rmse: 3.73974 [197] valid_0's rmse: 3.59506 valid_1's rmse: 3.73926 [198] valid_0's rmse: 3.59408 valid_1's rmse: 3.73907 [199] valid_0's rmse: 3.59251 valid_1's rmse: 3.73805 [200] valid_0's rmse: 3.59117 valid_1's rmse: 3.73693 [201] valid_0's rmse: 3.59001 valid_1's rmse: 3.73626 [202] valid_0's rmse: 3.58866 valid_1's rmse: 3.73652 [203] valid_0's rmse: 3.58754 valid_1's rmse: 3.73571 [204] valid_0's rmse: 3.58642 valid_1's rmse: 3.73496 [205] valid_0's rmse: 3.58474 valid_1's rmse: 3.73328 [206] valid_0's rmse: 3.58413 valid_1's rmse: 3.73308 [207] valid_0's rmse: 3.5831 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valid_1's rmse: 3.66967 [579] valid_0's rmse: 3.33367 valid_1's rmse: 3.6697 [580] valid_0's rmse: 3.33313 valid_1's rmse: 3.66963 [581] valid_0's rmse: 3.33264 valid_1's rmse: 3.66968 [582] valid_0's rmse: 3.33225 valid_1's rmse: 3.6696 [583] valid_0's rmse: 3.332 valid_1's rmse: 3.66973 [584] valid_0's rmse: 3.33145 valid_1's rmse: 3.66991 [585] valid_0's rmse: 3.33099 valid_1's rmse: 3.66985 [586] valid_0's rmse: 3.33076 valid_1's rmse: 3.66986 [587] valid_0's rmse: 3.33044 valid_1's rmse: 3.66999 [588] valid_0's rmse: 3.33007 valid_1's rmse: 3.66983 [589] valid_0's rmse: 3.32971 valid_1's rmse: 3.66974 [590] valid_0's rmse: 3.32913 valid_1's rmse: 3.6695 [591] valid_0's rmse: 3.329 valid_1's rmse: 3.66948 [592] valid_0's rmse: 3.3286 valid_1's rmse: 3.66937 [593] valid_0's rmse: 3.32829 valid_1's rmse: 3.66924 [594] valid_0's rmse: 3.32788 valid_1's rmse: 3.66909 [595] valid_0's rmse: 3.32776 valid_1's rmse: 3.66909 [596] valid_0's rmse: 3.32735 valid_1's rmse: 3.66914 [597] valid_0's rmse: 3.3271 valid_1's rmse: 3.66906 [598] valid_0's rmse: 3.32652 valid_1's rmse: 3.66885 [599] valid_0's rmse: 3.326 valid_1's rmse: 3.66844 [600] valid_0's rmse: 3.32554 valid_1's rmse: 3.66841 [601] valid_0's rmse: 3.32497 valid_1's rmse: 3.66826 [602] valid_0's rmse: 3.32442 valid_1's rmse: 3.66827 [603] valid_0's rmse: 3.32401 valid_1's rmse: 3.6682 [604] valid_0's rmse: 3.32329 valid_1's rmse: 3.66784 [605] valid_0's rmse: 3.32274 valid_1's rmse: 3.66801 [606] valid_0's rmse: 3.32214 valid_1's rmse: 3.66783 [607] valid_0's rmse: 3.32171 valid_1's rmse: 3.66775 [608] valid_0's rmse: 3.32128 valid_1's rmse: 3.66767 [609] valid_0's rmse: 3.32053 valid_1's rmse: 3.66783 [610] valid_0's rmse: 3.32032 valid_1's rmse: 3.66786 [611] valid_0's rmse: 3.31945 valid_1's rmse: 3.66764 [612] valid_0's rmse: 3.31903 valid_1's rmse: 3.66759 [613] valid_0's rmse: 3.31865 valid_1's rmse: 3.6675 [614] valid_0's rmse: 3.31819 valid_1's rmse: 3.66729 [615] valid_0's rmse: 3.31765 valid_1's rmse: 3.66725 [616] valid_0's rmse: 3.31731 valid_1's rmse: 3.66706 [617] valid_0's rmse: 3.31706 valid_1's rmse: 3.66706 [618] valid_0's rmse: 3.31672 valid_1's rmse: 3.6671 [619] valid_0's rmse: 3.3162 valid_1's rmse: 3.66675 [620] valid_0's rmse: 3.31575 valid_1's rmse: 3.66651 [621] valid_0's rmse: 3.3153 valid_1's rmse: 3.66662 [622] valid_0's rmse: 3.31486 valid_1's rmse: 3.66664 [623] valid_0's rmse: 3.31414 valid_1's rmse: 3.66634 [624] valid_0's rmse: 3.31354 valid_1's rmse: 3.66623 [625] valid_0's rmse: 3.31297 valid_1's rmse: 3.666 [626] valid_0's rmse: 3.31242 valid_1's rmse: 3.6659 [627] valid_0's rmse: 3.31201 valid_1's rmse: 3.66598 [628] valid_0's rmse: 3.31138 valid_1's rmse: 3.66579 [629] valid_0's rmse: 3.31103 valid_1's rmse: 3.6659 [630] valid_0's rmse: 3.31075 valid_1's rmse: 3.66595 [631] valid_0's rmse: 3.30993 valid_1's rmse: 3.66543 [632] valid_0's rmse: 3.30939 valid_1's rmse: 3.66528 [633] valid_0's rmse: 3.30897 valid_1's rmse: 3.66496 [634] valid_0's rmse: 3.30857 valid_1's rmse: 3.66481 [635] valid_0's rmse: 3.3079 valid_1's rmse: 3.66431 [636] valid_0's rmse: 3.30725 valid_1's rmse: 3.66396 [637] valid_0's rmse: 3.30666 valid_1's rmse: 3.66363 [638] valid_0's rmse: 3.30619 valid_1's rmse: 3.66348 [639] valid_0's rmse: 3.3057 valid_1's rmse: 3.6633 [640] valid_0's rmse: 3.30528 valid_1's rmse: 3.66337 [641] valid_0's rmse: 3.30491 valid_1's rmse: 3.66342 [642] valid_0's rmse: 3.3045 valid_1's rmse: 3.66369 [643] valid_0's rmse: 3.30409 valid_1's rmse: 3.6636 [644] valid_0's rmse: 3.30367 valid_1's rmse: 3.6637 [645] valid_0's rmse: 3.30337 valid_1's rmse: 3.66364 [646] valid_0's rmse: 3.30296 valid_1's rmse: 3.66354 [647] valid_0's rmse: 3.30261 valid_1's rmse: 3.66342 [648] valid_0's rmse: 3.30206 valid_1's rmse: 3.66301 [649] valid_0's rmse: 3.30173 valid_1's rmse: 3.66299 [650] valid_0's rmse: 3.30131 valid_1's rmse: 3.66305 [651] valid_0's rmse: 3.301 valid_1's rmse: 3.66304 [652] valid_0's rmse: 3.30037 valid_1's rmse: 3.66266 [653] valid_0's rmse: 3.30019 valid_1's rmse: 3.66259 [654] valid_0's rmse: 3.29999 valid_1's rmse: 3.66253 [655] valid_0's rmse: 3.29962 valid_1's rmse: 3.66232 [656] valid_0's rmse: 3.29905 valid_1's rmse: 3.66198 [657] valid_0's rmse: 3.29878 valid_1's rmse: 3.66199 [658] valid_0's rmse: 3.29824 valid_1's rmse: 3.6624 [659] valid_0's rmse: 3.29791 valid_1's rmse: 3.6623 [660] valid_0's rmse: 3.29753 valid_1's rmse: 3.66237 [661] valid_0's rmse: 3.29711 valid_1's rmse: 3.66253 [662] valid_0's rmse: 3.29682 valid_1's rmse: 3.6627 [663] valid_0's rmse: 3.29626 valid_1's rmse: 3.66296 [664] valid_0's rmse: 3.29575 valid_1's rmse: 3.6628 [665] valid_0's rmse: 3.29539 valid_1's rmse: 3.6628 [666] valid_0's rmse: 3.29508 valid_1's rmse: 3.66267 [667] valid_0's rmse: 3.29431 valid_1's rmse: 3.66211 [668] valid_0's rmse: 3.29381 valid_1's rmse: 3.66174 [669] valid_0's rmse: 3.29312 valid_1's rmse: 3.66142 [670] valid_0's rmse: 3.29278 valid_1's rmse: 3.66122 [671] valid_0's rmse: 3.29252 valid_1's rmse: 3.66115 [672] valid_0's rmse: 3.29234 valid_1's rmse: 3.66106 [673] valid_0's rmse: 3.29202 valid_1's rmse: 3.66108 [674] valid_0's rmse: 3.29161 valid_1's rmse: 3.66133 [675] valid_0's rmse: 3.29117 valid_1's rmse: 3.66124 [676] valid_0's rmse: 3.29074 valid_1's rmse: 3.66133 [677] valid_0's rmse: 3.29034 valid_1's rmse: 3.66123 [678] valid_0's rmse: 3.28993 valid_1's rmse: 3.66109 [679] valid_0's rmse: 3.28964 valid_1's rmse: 3.6611 [680] valid_0's rmse: 3.28912 valid_1's rmse: 3.66089 [681] valid_0's rmse: 3.28875 valid_1's rmse: 3.66076 [682] valid_0's rmse: 3.28841 valid_1's rmse: 3.66074 [683] valid_0's rmse: 3.28797 valid_1's rmse: 3.66059 [684] valid_0's rmse: 3.28742 valid_1's rmse: 3.66048 [685] valid_0's rmse: 3.28703 valid_1's rmse: 3.66039 [686] valid_0's rmse: 3.28672 valid_1's rmse: 3.66047 [687] valid_0's rmse: 3.28631 valid_1's rmse: 3.66041 [688] valid_0's rmse: 3.28572 valid_1's rmse: 3.66037 [689] valid_0's rmse: 3.28529 valid_1's rmse: 3.66025 [690] valid_0's rmse: 3.28501 valid_1's rmse: 3.6603 [691] valid_0's rmse: 3.28463 valid_1's rmse: 3.66034 [692] valid_0's rmse: 3.28421 valid_1's rmse: 3.66021 [693] valid_0's rmse: 3.28389 valid_1's rmse: 3.66017 [694] valid_0's rmse: 3.28347 valid_1's rmse: 3.66017 [695] valid_0's rmse: 3.28311 valid_1's rmse: 3.66008 [696] valid_0's rmse: 3.28255 valid_1's rmse: 3.65992 [697] valid_0's rmse: 3.28216 valid_1's rmse: 3.65979 [698] valid_0's rmse: 3.28176 valid_1's rmse: 3.65981 [699] valid_0's rmse: 3.28144 valid_1's rmse: 3.65977 [700] valid_0's rmse: 3.28106 valid_1's rmse: 3.65971 [701] valid_0's rmse: 3.28083 valid_1's rmse: 3.65973 [702] valid_0's rmse: 3.28045 valid_1's rmse: 3.66006 [703] valid_0's rmse: 3.28011 valid_1's rmse: 3.66021 [704] valid_0's rmse: 3.27981 valid_1's rmse: 3.6602 [705] valid_0's rmse: 3.27952 valid_1's rmse: 3.66021 [706] valid_0's rmse: 3.27909 valid_1's rmse: 3.66013 [707] valid_0's rmse: 3.27858 valid_1's rmse: 3.66023 [708] valid_0's rmse: 3.27814 valid_1's rmse: 3.66028 [709] valid_0's rmse: 3.27794 valid_1's rmse: 3.6605 [710] valid_0's rmse: 3.27762 valid_1's rmse: 3.66039 [711] valid_0's rmse: 3.27712 valid_1's rmse: 3.66024 [712] valid_0's rmse: 3.27664 valid_1's rmse: 3.65998 [713] valid_0's rmse: 3.27621 valid_1's rmse: 3.65981 [714] valid_0's rmse: 3.27543 valid_1's rmse: 3.65947 [715] valid_0's rmse: 3.27515 valid_1's rmse: 3.65941 [716] valid_0's rmse: 3.27459 valid_1's rmse: 3.65917 [717] valid_0's rmse: 3.27427 valid_1's rmse: 3.65911 [718] valid_0's rmse: 3.27387 valid_1's rmse: 3.65905 [719] valid_0's rmse: 3.27344 valid_1's rmse: 3.65906 [720] valid_0's rmse: 3.2732 valid_1's rmse: 3.65899 [721] valid_0's rmse: 3.27278 valid_1's rmse: 3.65895 [722] valid_0's rmse: 3.27244 valid_1's rmse: 3.65899 [723] valid_0's rmse: 3.27214 valid_1's rmse: 3.65899 [724] valid_0's rmse: 3.27183 valid_1's rmse: 3.65896 [725] valid_0's rmse: 3.2715 valid_1's rmse: 3.65901 [726] valid_0's rmse: 3.27113 valid_1's rmse: 3.65895 [727] valid_0's rmse: 3.27075 valid_1's rmse: 3.65897 [728] valid_0's rmse: 3.27038 valid_1's rmse: 3.65894 [729] valid_0's rmse: 3.2701 valid_1's rmse: 3.65879 [730] valid_0's rmse: 3.26953 valid_1's rmse: 3.65853 [731] valid_0's rmse: 3.26919 valid_1's rmse: 3.65846 [732] valid_0's rmse: 3.26888 valid_1's rmse: 3.6583 [733] valid_0's rmse: 3.26845 valid_1's rmse: 3.65857 [734] valid_0's rmse: 3.2682 valid_1's rmse: 3.65846 [735] valid_0's rmse: 3.26798 valid_1's rmse: 3.65846 [736] valid_0's rmse: 3.26769 valid_1's rmse: 3.65829 [737] valid_0's rmse: 3.26728 valid_1's rmse: 3.65817 [738] valid_0's rmse: 3.26698 valid_1's rmse: 3.65803 [739] valid_0's rmse: 3.26666 valid_1's rmse: 3.65792 [740] valid_0's rmse: 3.26635 valid_1's rmse: 3.65781 [741] valid_0's rmse: 3.26591 valid_1's rmse: 3.65767 [742] valid_0's rmse: 3.26555 valid_1's rmse: 3.65773 [743] valid_0's rmse: 3.26529 valid_1's rmse: 3.65767 [744] valid_0's rmse: 3.26494 valid_1's rmse: 3.65754 [745] valid_0's rmse: 3.26459 valid_1's rmse: 3.65764 [746] valid_0's rmse: 3.26422 valid_1's rmse: 3.65742 [747] valid_0's rmse: 3.26395 valid_1's rmse: 3.65735 [748] valid_0's rmse: 3.26357 valid_1's rmse: 3.6571 [749] valid_0's rmse: 3.26318 valid_1's rmse: 3.65678 [750] valid_0's rmse: 3.26288 valid_1's rmse: 3.65695 [751] valid_0's rmse: 3.26238 valid_1's rmse: 3.65685 [752] valid_0's rmse: 3.26201 valid_1's rmse: 3.65687 [753] valid_0's rmse: 3.26163 valid_1's rmse: 3.65675 [754] valid_0's rmse: 3.26131 valid_1's rmse: 3.65683 [755] valid_0's rmse: 3.26091 valid_1's rmse: 3.65657 [756] valid_0's rmse: 3.26058 valid_1's rmse: 3.65654 [757] valid_0's rmse: 3.26033 valid_1's rmse: 3.65644 [758] valid_0's rmse: 3.25996 valid_1's rmse: 3.65659 [759] valid_0's rmse: 3.25971 valid_1's rmse: 3.6566 [760] valid_0's rmse: 3.25943 valid_1's rmse: 3.65657 [761] valid_0's rmse: 3.25915 valid_1's rmse: 3.6566 [762] valid_0's rmse: 3.25882 valid_1's rmse: 3.65657 [763] valid_0's rmse: 3.25863 valid_1's rmse: 3.65654 [764] valid_0's rmse: 3.25836 valid_1's rmse: 3.65654 [765] valid_0's rmse: 3.258 valid_1's rmse: 3.65658 [766] valid_0's rmse: 3.25759 valid_1's rmse: 3.65634 [767] valid_0's rmse: 3.25724 valid_1's rmse: 3.65641 [768] valid_0's rmse: 3.25687 valid_1's rmse: 3.65628 [769] valid_0's rmse: 3.25629 valid_1's rmse: 3.65675 [770] valid_0's rmse: 3.2559 valid_1's rmse: 3.65673 [771] valid_0's rmse: 3.25563 valid_1's rmse: 3.65671 [772] valid_0's rmse: 3.25531 valid_1's rmse: 3.65665 [773] valid_0's rmse: 3.25505 valid_1's rmse: 3.65648 [774] valid_0's rmse: 3.25475 valid_1's rmse: 3.65654 [775] valid_0's rmse: 3.25459 valid_1's rmse: 3.65655 [776] valid_0's rmse: 3.25396 valid_1's rmse: 3.65632 [777] valid_0's rmse: 3.25358 valid_1's rmse: 3.65615 [778] valid_0's rmse: 3.25325 valid_1's rmse: 3.6565 [779] valid_0's rmse: 3.25301 valid_1's rmse: 3.65654 [780] valid_0's rmse: 3.25261 valid_1's rmse: 3.65639 [781] valid_0's rmse: 3.25235 valid_1's rmse: 3.65634 [782] valid_0's rmse: 3.25201 valid_1's rmse: 3.6563 [783] valid_0's rmse: 3.25167 valid_1's rmse: 3.6563 [784] valid_0's rmse: 3.25135 valid_1's rmse: 3.65619 [785] valid_0's rmse: 3.25109 valid_1's rmse: 3.65607 [786] valid_0's rmse: 3.25078 valid_1's rmse: 3.65619 [787] valid_0's rmse: 3.25038 valid_1's rmse: 3.65621 [788] valid_0's rmse: 3.25006 valid_1's rmse: 3.65615 [789] valid_0's rmse: 3.24984 valid_1's rmse: 3.65605 [790] valid_0's rmse: 3.24938 valid_1's rmse: 3.65593 [791] valid_0's rmse: 3.24909 valid_1's rmse: 3.65586 [792] valid_0's rmse: 3.24873 valid_1's rmse: 3.65576 [793] valid_0's rmse: 3.24848 valid_1's rmse: 3.65574 [794] valid_0's rmse: 3.24826 valid_1's rmse: 3.65584 [795] valid_0's rmse: 3.24796 valid_1's rmse: 3.65588 [796] valid_0's rmse: 3.24766 valid_1's rmse: 3.65585 [797] valid_0's rmse: 3.24733 valid_1's rmse: 3.65575 [798] valid_0's rmse: 3.247 valid_1's rmse: 3.65569 [799] valid_0's rmse: 3.24669 valid_1's rmse: 3.65564 [800] valid_0's rmse: 3.24646 valid_1's rmse: 3.65557 [801] valid_0's rmse: 3.24602 valid_1's rmse: 3.65542 [802] valid_0's rmse: 3.24571 valid_1's rmse: 3.65536 [803] valid_0's rmse: 3.24549 valid_1's rmse: 3.65532 [804] valid_0's rmse: 3.24517 valid_1's rmse: 3.65522 [805] valid_0's rmse: 3.2449 valid_1's rmse: 3.65507 [806] valid_0's rmse: 3.24463 valid_1's rmse: 3.65508 [807] valid_0's rmse: 3.24435 valid_1's rmse: 3.65521 [808] valid_0's rmse: 3.24405 valid_1's rmse: 3.65527 [809] valid_0's rmse: 3.24375 valid_1's rmse: 3.65516 [810] valid_0's rmse: 3.24348 valid_1's rmse: 3.65513 [811] valid_0's rmse: 3.24321 valid_1's rmse: 3.65502 [812] valid_0's rmse: 3.24298 valid_1's rmse: 3.65495 [813] valid_0's rmse: 3.24265 valid_1's rmse: 3.65489 [814] valid_0's rmse: 3.24234 valid_1's rmse: 3.65512 [815] valid_0's rmse: 3.24205 valid_1's rmse: 3.65495 [816] valid_0's rmse: 3.24175 valid_1's rmse: 3.65481 [817] valid_0's rmse: 3.24146 valid_1's rmse: 3.65469 [818] valid_0's rmse: 3.24124 valid_1's rmse: 3.65469 [819] valid_0's rmse: 3.24092 valid_1's rmse: 3.65464 [820] valid_0's rmse: 3.24063 valid_1's rmse: 3.65454 [821] valid_0's rmse: 3.24037 valid_1's rmse: 3.65457 [822] valid_0's rmse: 3.24017 valid_1's rmse: 3.65461 [823] valid_0's rmse: 3.2399 valid_1's rmse: 3.65459 [824] valid_0's rmse: 3.23961 valid_1's rmse: 3.65465 [825] valid_0's rmse: 3.23925 valid_1's rmse: 3.65466 [826] valid_0's rmse: 3.23881 valid_1's rmse: 3.65436 [827] valid_0's rmse: 3.23846 valid_1's rmse: 3.65424 [828] valid_0's rmse: 3.23812 valid_1's rmse: 3.65427 [829] valid_0's rmse: 3.23789 valid_1's rmse: 3.65429 [830] valid_0's rmse: 3.23752 valid_1's rmse: 3.65439 [831] valid_0's rmse: 3.23725 valid_1's rmse: 3.65446 [832] valid_0's rmse: 3.23699 valid_1's rmse: 3.65449 [833] valid_0's rmse: 3.23661 valid_1's rmse: 3.65441 [834] valid_0's rmse: 3.23633 valid_1's rmse: 3.65443 [835] valid_0's rmse: 3.23606 valid_1's rmse: 3.65447 [836] valid_0's rmse: 3.23551 valid_1's rmse: 3.65437 [837] valid_0's rmse: 3.23523 valid_1's rmse: 3.6543 [838] valid_0's rmse: 3.23486 valid_1's rmse: 3.6543 [839] valid_0's rmse: 3.23462 valid_1's rmse: 3.65429 [840] valid_0's rmse: 3.23445 valid_1's rmse: 3.6543 [841] valid_0's rmse: 3.23392 valid_1's rmse: 3.65461 [842] valid_0's rmse: 3.23345 valid_1's rmse: 3.65481 [843] valid_0's rmse: 3.23321 valid_1's rmse: 3.65473 [844] valid_0's rmse: 3.23298 valid_1's rmse: 3.65455 [845] valid_0's rmse: 3.23277 valid_1's rmse: 3.65458 [846] valid_0's rmse: 3.23222 valid_1's rmse: 3.65442 [847] valid_0's rmse: 3.2319 valid_1's rmse: 3.65437 Early stopping, best iteration is: [827] valid_0's rmse: 3.23846 valid_1's rmse: 3.65424 SCORE: 3.654239047209773 [1] valid_0's rmse: 8.96631 valid_1's rmse: 8.92548 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38066 valid_1's rmse: 8.34112 [3] valid_0's rmse: 7.85079 valid_1's rmse: 7.81287 [4] valid_0's rmse: 7.38648 valid_1's rmse: 7.3502 [5] valid_0's rmse: 6.98934 valid_1's rmse: 6.95459 [6] valid_0's rmse: 6.64795 valid_1's rmse: 6.61463 [7] valid_0's rmse: 6.3637 valid_1's rmse: 6.33223 [8] valid_0's rmse: 6.10698 valid_1's rmse: 6.0761 [9] valid_0's rmse: 5.86977 valid_1's rmse: 5.83895 [10] valid_0's rmse: 5.664 valid_1's rmse: 5.63395 [11] valid_0's rmse: 5.48964 valid_1's rmse: 5.45976 [12] valid_0's rmse: 5.34162 valid_1's rmse: 5.31285 [13] valid_0's rmse: 5.21544 valid_1's rmse: 5.18769 [14] valid_0's rmse: 5.10213 valid_1's rmse: 5.07531 [15] valid_0's rmse: 4.99646 valid_1's rmse: 4.96995 [16] valid_0's rmse: 4.89475 valid_1's rmse: 4.86915 [17] valid_0's rmse: 4.7925 valid_1's rmse: 4.76713 [18] valid_0's rmse: 4.72913 valid_1's rmse: 4.7045 [19] valid_0's rmse: 4.65361 valid_1's rmse: 4.63005 [20] valid_0's rmse: 4.59316 valid_1's rmse: 4.56984 [21] valid_0's rmse: 4.5474 valid_1's rmse: 4.52487 [22] valid_0's rmse: 4.51139 valid_1's rmse: 4.49054 [23] valid_0's rmse: 4.47676 valid_1's rmse: 4.45682 [24] valid_0's rmse: 4.44493 valid_1's rmse: 4.42567 [25] valid_0's rmse: 4.39612 valid_1's rmse: 4.37712 [26] valid_0's rmse: 4.36939 valid_1's rmse: 4.35116 [27] valid_0's rmse: 4.34648 valid_1's rmse: 4.32885 [28] valid_0's rmse: 4.31119 valid_1's rmse: 4.29432 [29] valid_0's rmse: 4.28912 valid_1's rmse: 4.27266 [30] valid_0's rmse: 4.25961 valid_1's rmse: 4.2431 [31] valid_0's rmse: 4.23811 valid_1's rmse: 4.22338 [32] valid_0's rmse: 4.21669 valid_1's rmse: 4.20274 [33] valid_0's rmse: 4.20178 valid_1's rmse: 4.18771 [34] valid_0's rmse: 4.18038 valid_1's rmse: 4.16679 [35] valid_0's rmse: 4.15958 valid_1's rmse: 4.14693 [36] valid_0's rmse: 4.15077 valid_1's rmse: 4.13914 [37] valid_0's rmse: 4.14008 valid_1's rmse: 4.12897 [38] valid_0's rmse: 4.12837 valid_1's rmse: 4.11842 [39] valid_0's rmse: 4.12231 valid_1's rmse: 4.11349 [40] valid_0's rmse: 4.11197 valid_1's rmse: 4.10369 [41] valid_0's rmse: 4.10576 valid_1's rmse: 4.09789 [42] valid_0's rmse: 4.09525 valid_1's rmse: 4.08801 [43] valid_0's rmse: 4.0883 valid_1's rmse: 4.08185 [44] valid_0's rmse: 4.07762 valid_1's rmse: 4.07172 [45] valid_0's rmse: 4.06871 valid_1's rmse: 4.06537 [46] valid_0's rmse: 4.06334 valid_1's rmse: 4.06054 [47] valid_0's rmse: 4.05778 valid_1's rmse: 4.05634 [48] valid_0's rmse: 4.04632 valid_1's rmse: 4.04509 [49] valid_0's rmse: 4.0436 valid_1's rmse: 4.04363 [50] valid_0's rmse: 4.03542 valid_1's rmse: 4.03653 [51] valid_0's rmse: 4.02733 valid_1's rmse: 4.02883 [52] valid_0's rmse: 4.02223 valid_1's rmse: 4.0252 [53] valid_0's rmse: 4.01646 valid_1's rmse: 4.02019 [54] valid_0's rmse: 4.01119 valid_1's rmse: 4.01619 [55] valid_0's rmse: 4.00312 valid_1's rmse: 4.00812 [56] valid_0's rmse: 3.99665 valid_1's rmse: 4.00248 [57] valid_0's rmse: 3.99118 valid_1's rmse: 3.99732 [58] valid_0's rmse: 3.98553 valid_1's rmse: 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valid_0's rmse: 3.55127 valid_1's rmse: 3.72105 [283] valid_0's rmse: 3.55073 valid_1's rmse: 3.72126 [284] valid_0's rmse: 3.54987 valid_1's rmse: 3.72118 [285] valid_0's rmse: 3.54917 valid_1's rmse: 3.72122 [286] valid_0's rmse: 3.54797 valid_1's rmse: 3.72132 [287] valid_0's rmse: 3.5475 valid_1's rmse: 3.72107 [288] valid_0's rmse: 3.54681 valid_1's rmse: 3.72062 [289] valid_0's rmse: 3.54565 valid_1's rmse: 3.71955 [290] valid_0's rmse: 3.54507 valid_1's rmse: 3.71953 [291] valid_0's rmse: 3.54425 valid_1's rmse: 3.71926 [292] valid_0's rmse: 3.54358 valid_1's rmse: 3.71922 [293] valid_0's rmse: 3.54241 valid_1's rmse: 3.71827 [294] valid_0's rmse: 3.54185 valid_1's rmse: 3.71837 [295] valid_0's rmse: 3.5414 valid_1's rmse: 3.71841 [296] valid_0's rmse: 3.5402 valid_1's rmse: 3.71755 [297] valid_0's rmse: 3.53936 valid_1's rmse: 3.71758 [298] valid_0's rmse: 3.53869 valid_1's rmse: 3.71774 [299] valid_0's rmse: 3.53779 valid_1's rmse: 3.71709 [300] valid_0's rmse: 3.53705 valid_1's rmse: 3.71671 [301] valid_0's rmse: 3.53621 valid_1's rmse: 3.71655 [302] valid_0's rmse: 3.53484 valid_1's rmse: 3.71616 [303] valid_0's rmse: 3.53398 valid_1's rmse: 3.71559 [304] valid_0's rmse: 3.53352 valid_1's rmse: 3.71579 [305] valid_0's rmse: 3.53272 valid_1's rmse: 3.71565 [306] valid_0's rmse: 3.53196 valid_1's rmse: 3.71501 [307] valid_0's rmse: 3.53126 valid_1's rmse: 3.7146 [308] valid_0's rmse: 3.53055 valid_1's rmse: 3.71453 [309] valid_0's rmse: 3.52987 valid_1's rmse: 3.71421 [310] valid_0's rmse: 3.52857 valid_1's rmse: 3.71312 [311] valid_0's rmse: 3.52767 valid_1's rmse: 3.71249 [312] valid_0's rmse: 3.52674 valid_1's rmse: 3.71272 [313] valid_0's rmse: 3.52608 valid_1's rmse: 3.71264 [314] valid_0's rmse: 3.52576 valid_1's rmse: 3.71266 [315] valid_0's rmse: 3.525 valid_1's rmse: 3.71256 [316] valid_0's rmse: 3.52451 valid_1's rmse: 3.71251 [317] valid_0's rmse: 3.52337 valid_1's rmse: 3.71154 [318] valid_0's rmse: 3.52291 valid_1's rmse: 3.71149 [319] valid_0's rmse: 3.5221 valid_1's rmse: 3.7113 [320] valid_0's rmse: 3.52172 valid_1's rmse: 3.71111 [321] valid_0's rmse: 3.52049 valid_1's rmse: 3.71057 [322] valid_0's rmse: 3.51855 valid_1's rmse: 3.70911 [323] valid_0's rmse: 3.5181 valid_1's rmse: 3.70893 [324] valid_0's rmse: 3.5175 valid_1's rmse: 3.70865 [325] valid_0's rmse: 3.51714 valid_1's rmse: 3.7086 [326] valid_0's rmse: 3.51678 valid_1's rmse: 3.70863 [327] valid_0's rmse: 3.51608 valid_1's rmse: 3.70855 [328] valid_0's rmse: 3.51516 valid_1's rmse: 3.70828 [329] valid_0's rmse: 3.51456 valid_1's rmse: 3.70835 [330] valid_0's rmse: 3.51392 valid_1's rmse: 3.70836 [331] valid_0's rmse: 3.51345 valid_1's rmse: 3.70811 [332] valid_0's rmse: 3.51298 valid_1's rmse: 3.70815 [333] valid_0's rmse: 3.51262 valid_1's rmse: 3.70801 [334] valid_0's rmse: 3.51234 valid_1's rmse: 3.70784 [335] valid_0's rmse: 3.51178 valid_1's rmse: 3.70743 [336] valid_0's rmse: 3.51091 valid_1's rmse: 3.70696 [337] valid_0's rmse: 3.51015 valid_1's rmse: 3.7065 [338] valid_0's rmse: 3.50942 valid_1's rmse: 3.70615 [339] valid_0's rmse: 3.50837 valid_1's rmse: 3.70539 [340] valid_0's rmse: 3.50758 valid_1's rmse: 3.70545 [341] valid_0's rmse: 3.50692 valid_1's rmse: 3.7051 [342] valid_0's rmse: 3.50634 valid_1's rmse: 3.705 [343] valid_0's rmse: 3.50546 valid_1's rmse: 3.70449 [344] valid_0's rmse: 3.505 valid_1's rmse: 3.70421 [345] valid_0's rmse: 3.5042 valid_1's rmse: 3.70428 [346] valid_0's rmse: 3.50341 valid_1's rmse: 3.70397 [347] valid_0's rmse: 3.50274 valid_1's rmse: 3.70374 [348] valid_0's rmse: 3.50231 valid_1's rmse: 3.70354 [349] valid_0's rmse: 3.50188 valid_1's rmse: 3.70336 [350] valid_0's rmse: 3.50124 valid_1's rmse: 3.70318 [351] valid_0's rmse: 3.50051 valid_1's rmse: 3.70253 [352] valid_0's rmse: 3.49991 valid_1's rmse: 3.7022 [353] valid_0's rmse: 3.49942 valid_1's rmse: 3.70229 [354] valid_0's rmse: 3.49868 valid_1's rmse: 3.70171 [355] valid_0's rmse: 3.49816 valid_1's rmse: 3.70171 [356] valid_0's rmse: 3.49742 valid_1's rmse: 3.70123 [357] valid_0's rmse: 3.49664 valid_1's rmse: 3.70097 [358] valid_0's rmse: 3.49614 valid_1's rmse: 3.70086 [359] valid_0's rmse: 3.49545 valid_1's rmse: 3.70031 [360] valid_0's rmse: 3.49512 valid_1's rmse: 3.70021 [361] valid_0's rmse: 3.49455 valid_1's rmse: 3.70028 [362] valid_0's rmse: 3.49401 valid_1's rmse: 3.70002 [363] valid_0's rmse: 3.49338 valid_1's rmse: 3.69988 [364] valid_0's rmse: 3.4924 valid_1's rmse: 3.69992 [365] valid_0's rmse: 3.49189 valid_1's rmse: 3.69978 [366] valid_0's rmse: 3.49114 valid_1's rmse: 3.6995 [367] valid_0's rmse: 3.49085 valid_1's rmse: 3.69958 [368] valid_0's rmse: 3.4906 valid_1's rmse: 3.69945 [369] valid_0's rmse: 3.49013 valid_1's rmse: 3.69947 [370] valid_0's rmse: 3.48941 valid_1's rmse: 3.69973 [371] valid_0's rmse: 3.48877 valid_1's rmse: 3.69935 [372] valid_0's rmse: 3.48814 valid_1's rmse: 3.69904 [373] valid_0's rmse: 3.48757 valid_1's rmse: 3.69865 [374] valid_0's rmse: 3.48704 valid_1's rmse: 3.69846 [375] valid_0's rmse: 3.48626 valid_1's rmse: 3.69818 [376] valid_0's rmse: 3.48561 valid_1's rmse: 3.69827 [377] valid_0's rmse: 3.48495 valid_1's rmse: 3.69814 [378] valid_0's rmse: 3.48461 valid_1's rmse: 3.69798 [379] valid_0's rmse: 3.48405 valid_1's rmse: 3.69787 [380] valid_0's rmse: 3.48366 valid_1's rmse: 3.698 [381] valid_0's rmse: 3.48301 valid_1's rmse: 3.69782 [382] valid_0's rmse: 3.48235 valid_1's rmse: 3.69797 [383] valid_0's rmse: 3.48175 valid_1's rmse: 3.69777 [384] valid_0's rmse: 3.48133 valid_1's rmse: 3.69777 [385] valid_0's rmse: 3.48083 valid_1's rmse: 3.69774 [386] valid_0's rmse: 3.48016 valid_1's rmse: 3.69719 [387] valid_0's rmse: 3.47961 valid_1's rmse: 3.69726 [388] valid_0's rmse: 3.47903 valid_1's rmse: 3.69739 [389] valid_0's rmse: 3.47854 valid_1's rmse: 3.69738 [390] valid_0's rmse: 3.47825 valid_1's rmse: 3.6973 [391] valid_0's rmse: 3.47742 valid_1's rmse: 3.69704 [392] valid_0's rmse: 3.47702 valid_1's rmse: 3.697 [393] valid_0's rmse: 3.4763 valid_1's rmse: 3.69698 [394] valid_0's rmse: 3.47608 valid_1's rmse: 3.69694 [395] valid_0's rmse: 3.47545 valid_1's rmse: 3.69673 [396] valid_0's rmse: 3.47505 valid_1's rmse: 3.69673 [397] valid_0's rmse: 3.47454 valid_1's rmse: 3.69679 [398] valid_0's rmse: 3.47291 valid_1's rmse: 3.69576 [399] valid_0's rmse: 3.47233 valid_1's rmse: 3.69572 [400] valid_0's rmse: 3.47155 valid_1's rmse: 3.69578 [401] valid_0's rmse: 3.4708 valid_1's rmse: 3.69608 [402] valid_0's rmse: 3.47024 valid_1's rmse: 3.69613 [403] valid_0's rmse: 3.4695 valid_1's rmse: 3.69577 [404] valid_0's rmse: 3.46895 valid_1's rmse: 3.69559 [405] valid_0's rmse: 3.46834 valid_1's rmse: 3.69569 [406] valid_0's rmse: 3.46799 valid_1's rmse: 3.69567 [407] valid_0's rmse: 3.46736 valid_1's rmse: 3.69549 [408] valid_0's rmse: 3.46679 valid_1's rmse: 3.69525 [409] valid_0's rmse: 3.4662 valid_1's rmse: 3.69556 [410] valid_0's rmse: 3.46564 valid_1's rmse: 3.69558 [411] valid_0's rmse: 3.46499 valid_1's rmse: 3.69549 [412] valid_0's rmse: 3.46433 valid_1's rmse: 3.69515 [413] valid_0's rmse: 3.46382 valid_1's rmse: 3.6951 [414] valid_0's rmse: 3.46345 valid_1's rmse: 3.69505 [415] valid_0's rmse: 3.46298 valid_1's rmse: 3.695 [416] valid_0's rmse: 3.46256 valid_1's rmse: 3.69474 [417] valid_0's rmse: 3.46143 valid_1's rmse: 3.69424 [418] valid_0's rmse: 3.46024 valid_1's rmse: 3.69429 [419] valid_0's rmse: 3.45961 valid_1's rmse: 3.6938 [420] valid_0's rmse: 3.45913 valid_1's rmse: 3.69384 [421] valid_0's rmse: 3.45863 valid_1's rmse: 3.69389 [422] valid_0's rmse: 3.45797 valid_1's rmse: 3.69376 [423] valid_0's rmse: 3.45719 valid_1's rmse: 3.69334 [424] valid_0's rmse: 3.45647 valid_1's rmse: 3.69364 [425] valid_0's rmse: 3.45595 valid_1's rmse: 3.69372 [426] valid_0's rmse: 3.45552 valid_1's rmse: 3.69379 [427] valid_0's rmse: 3.45518 valid_1's rmse: 3.69385 [428] valid_0's rmse: 3.4544 valid_1's rmse: 3.69364 [429] valid_0's rmse: 3.45365 valid_1's rmse: 3.69369 [430] valid_0's rmse: 3.45306 valid_1's rmse: 3.69348 [431] valid_0's rmse: 3.4525 valid_1's rmse: 3.69318 [432] valid_0's rmse: 3.45195 valid_1's rmse: 3.69326 [433] valid_0's rmse: 3.45165 valid_1's rmse: 3.69325 [434] valid_0's rmse: 3.45128 valid_1's rmse: 3.69317 [435] valid_0's rmse: 3.45084 valid_1's rmse: 3.69286 [436] valid_0's rmse: 3.44974 valid_1's rmse: 3.69168 [437] valid_0's rmse: 3.44946 valid_1's rmse: 3.69154 [438] valid_0's rmse: 3.44897 valid_1's rmse: 3.69111 [439] valid_0's rmse: 3.44849 valid_1's rmse: 3.69086 [440] valid_0's rmse: 3.44811 valid_1's rmse: 3.69078 [441] valid_0's rmse: 3.44767 valid_1's rmse: 3.69079 [442] valid_0's rmse: 3.44708 valid_1's rmse: 3.69105 [443] valid_0's rmse: 3.44636 valid_1's rmse: 3.69139 [444] valid_0's rmse: 3.4459 valid_1's rmse: 3.69146 [445] valid_0's rmse: 3.44531 valid_1's rmse: 3.69156 [446] valid_0's rmse: 3.44476 valid_1's rmse: 3.69159 [447] valid_0's rmse: 3.4442 valid_1's rmse: 3.69128 [448] valid_0's rmse: 3.4438 valid_1's rmse: 3.69125 [449] valid_0's rmse: 3.44266 valid_1's rmse: 3.69072 [450] valid_0's rmse: 3.44245 valid_1's rmse: 3.69061 [451] valid_0's rmse: 3.44178 valid_1's rmse: 3.69034 [452] valid_0's rmse: 3.44135 valid_1's rmse: 3.69024 [453] valid_0's rmse: 3.44103 valid_1's rmse: 3.69025 [454] valid_0's rmse: 3.44061 valid_1's rmse: 3.69029 [455] valid_0's rmse: 3.44024 valid_1's rmse: 3.6902 [456] valid_0's rmse: 3.43997 valid_1's rmse: 3.69032 [457] valid_0's rmse: 3.4392 valid_1's rmse: 3.69004 [458] valid_0's rmse: 3.43849 valid_1's rmse: 3.68986 [459] valid_0's rmse: 3.43814 valid_1's rmse: 3.68993 [460] valid_0's rmse: 3.43797 valid_1's rmse: 3.68987 [461] valid_0's rmse: 3.43757 valid_1's rmse: 3.68972 [462] valid_0's rmse: 3.4371 valid_1's rmse: 3.68945 [463] valid_0's rmse: 3.43683 valid_1's rmse: 3.68946 [464] valid_0's rmse: 3.43616 valid_1's rmse: 3.68949 [465] valid_0's rmse: 3.43565 valid_1's rmse: 3.68944 [466] valid_0's rmse: 3.43448 valid_1's rmse: 3.68858 [467] valid_0's rmse: 3.43393 valid_1's rmse: 3.68847 [468] valid_0's rmse: 3.4333 valid_1's rmse: 3.68887 [469] valid_0's rmse: 3.4329 valid_1's rmse: 3.68881 [470] valid_0's rmse: 3.43255 valid_1's rmse: 3.68882 [471] valid_0's rmse: 3.43203 valid_1's rmse: 3.68904 [472] valid_0's rmse: 3.43148 valid_1's rmse: 3.68876 [473] valid_0's rmse: 3.43098 valid_1's rmse: 3.68878 [474] valid_0's rmse: 3.43016 valid_1's rmse: 3.68816 [475] valid_0's rmse: 3.42974 valid_1's rmse: 3.6881 [476] valid_0's rmse: 3.42936 valid_1's rmse: 3.688 [477] valid_0's rmse: 3.42854 valid_1's rmse: 3.68732 [478] valid_0's rmse: 3.42796 valid_1's rmse: 3.68704 [479] valid_0's rmse: 3.42747 valid_1's rmse: 3.68664 [480] valid_0's rmse: 3.42683 valid_1's rmse: 3.68648 [481] valid_0's rmse: 3.4261 valid_1's rmse: 3.68619 [482] valid_0's rmse: 3.42546 valid_1's rmse: 3.68574 [483] valid_0's rmse: 3.4249 valid_1's rmse: 3.68537 [484] valid_0's rmse: 3.42451 valid_1's rmse: 3.68525 [485] valid_0's rmse: 3.42405 valid_1's rmse: 3.6856 [486] valid_0's rmse: 3.42358 valid_1's rmse: 3.68561 [487] valid_0's rmse: 3.42291 valid_1's rmse: 3.68516 [488] valid_0's rmse: 3.42262 valid_1's rmse: 3.68509 [489] valid_0's rmse: 3.42237 valid_1's rmse: 3.68516 [490] valid_0's rmse: 3.4218 valid_1's rmse: 3.68508 [491] valid_0's rmse: 3.42121 valid_1's rmse: 3.68488 [492] valid_0's rmse: 3.42093 valid_1's rmse: 3.68468 [493] valid_0's rmse: 3.42039 valid_1's rmse: 3.68454 [494] valid_0's rmse: 3.41999 valid_1's rmse: 3.68441 [495] valid_0's rmse: 3.41944 valid_1's rmse: 3.68442 [496] valid_0's rmse: 3.41877 valid_1's rmse: 3.68429 [497] valid_0's rmse: 3.41842 valid_1's rmse: 3.68428 [498] valid_0's rmse: 3.41823 valid_1's rmse: 3.68425 [499] valid_0's rmse: 3.41759 valid_1's rmse: 3.68383 [500] valid_0's rmse: 3.41719 valid_1's rmse: 3.68409 [501] valid_0's rmse: 3.41683 valid_1's rmse: 3.68395 [502] valid_0's rmse: 3.41623 valid_1's rmse: 3.68351 [503] valid_0's rmse: 3.41579 valid_1's rmse: 3.68338 [504] valid_0's rmse: 3.41499 valid_1's rmse: 3.6831 [505] valid_0's rmse: 3.41451 valid_1's rmse: 3.68306 [506] valid_0's rmse: 3.41413 valid_1's rmse: 3.68296 [507] valid_0's rmse: 3.41362 valid_1's rmse: 3.68276 [508] valid_0's rmse: 3.41323 valid_1's rmse: 3.68259 [509] valid_0's rmse: 3.41269 valid_1's rmse: 3.68277 [510] valid_0's rmse: 3.41218 valid_1's rmse: 3.68294 [511] valid_0's rmse: 3.41155 valid_1's rmse: 3.6831 [512] valid_0's rmse: 3.41124 valid_1's rmse: 3.68317 [513] valid_0's rmse: 3.41091 valid_1's rmse: 3.68325 [514] valid_0's rmse: 3.41062 valid_1's rmse: 3.68322 [515] valid_0's rmse: 3.41013 valid_1's rmse: 3.68307 [516] valid_0's rmse: 3.40992 valid_1's rmse: 3.68299 [517] valid_0's rmse: 3.40947 valid_1's rmse: 3.68282 [518] valid_0's rmse: 3.4089 valid_1's rmse: 3.68308 [519] valid_0's rmse: 3.4086 valid_1's rmse: 3.68302 [520] valid_0's rmse: 3.40813 valid_1's rmse: 3.68293 [521] valid_0's rmse: 3.40767 valid_1's rmse: 3.68281 [522] valid_0's rmse: 3.40717 valid_1's rmse: 3.68298 [523] valid_0's rmse: 3.4068 valid_1's rmse: 3.68288 [524] valid_0's rmse: 3.40647 valid_1's rmse: 3.68285 [525] valid_0's rmse: 3.40603 valid_1's rmse: 3.6826 [526] valid_0's rmse: 3.40567 valid_1's rmse: 3.68265 [527] valid_0's rmse: 3.40547 valid_1's rmse: 3.68268 [528] valid_0's rmse: 3.4051 valid_1's rmse: 3.68263 Early stopping, best iteration is: [508] valid_0's rmse: 3.41323 valid_1's rmse: 3.68259 SCORE: 3.6825908745240787 [1] valid_0's rmse: 8.97658 valid_1's rmse: 8.9353 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37974 valid_1's rmse: 8.33988 [3] valid_0's rmse: 7.85946 valid_1's rmse: 7.82094 [4] valid_0's rmse: 7.40233 valid_1's rmse: 7.36447 [5] valid_0's rmse: 6.99667 valid_1's rmse: 6.96014 [6] valid_0's rmse: 6.65843 valid_1's rmse: 6.62269 [7] valid_0's rmse: 6.3535 valid_1's rmse: 6.3196 [8] valid_0's rmse: 6.09753 valid_1's rmse: 6.06493 [9] valid_0's rmse: 5.87103 valid_1's rmse: 5.83896 [10] valid_0's rmse: 5.68561 valid_1's rmse: 5.65451 [11] valid_0's rmse: 5.52412 valid_1's rmse: 5.49349 [12] valid_0's rmse: 5.38286 valid_1's rmse: 5.35325 [13] valid_0's rmse: 5.26105 valid_1's rmse: 5.23258 [14] valid_0's rmse: 5.11568 valid_1's rmse: 5.08746 [15] valid_0's rmse: 5.02007 valid_1's rmse: 4.99249 [16] valid_0's rmse: 4.93766 valid_1's rmse: 4.91074 [17] valid_0's rmse: 4.83917 valid_1's rmse: 4.81249 [18] valid_0's rmse: 4.76446 valid_1's rmse: 4.73903 [19] valid_0's rmse: 4.68966 valid_1's rmse: 4.6651 [20] valid_0's rmse: 4.61633 valid_1's rmse: 4.59238 [21] valid_0's rmse: 4.57287 valid_1's rmse: 4.55147 [22] valid_0's rmse: 4.53605 valid_1's rmse: 4.51475 [23] valid_0's rmse: 4.48113 valid_1's rmse: 4.46047 [24] valid_0's rmse: 4.43366 valid_1's rmse: 4.41356 [25] valid_0's rmse: 4.39713 valid_1's rmse: 4.37846 [26] valid_0's rmse: 4.37243 valid_1's rmse: 4.35606 [27] valid_0's rmse: 4.34748 valid_1's rmse: 4.33236 [28] valid_0's rmse: 4.32393 valid_1's rmse: 4.30955 [29] valid_0's rmse: 4.30293 valid_1's rmse: 4.29077 [30] valid_0's rmse: 4.28155 valid_1's rmse: 4.2697 [31] valid_0's rmse: 4.26437 valid_1's rmse: 4.25489 [32] valid_0's rmse: 4.23376 valid_1's rmse: 4.22495 [33] valid_0's rmse: 4.21716 valid_1's rmse: 4.20887 [34] valid_0's rmse: 4.19462 valid_1's rmse: 4.18666 [35] valid_0's rmse: 4.17509 valid_1's rmse: 4.16742 [36] valid_0's rmse: 4.165 valid_1's rmse: 4.15806 [37] valid_0's rmse: 4.15363 valid_1's rmse: 4.14721 [38] valid_0's rmse: 4.14092 valid_1's rmse: 4.13567 [39] valid_0's rmse: 4.1201 valid_1's rmse: 4.11551 [40] valid_0's rmse: 4.10928 valid_1's rmse: 4.10558 [41] valid_0's rmse: 4.10021 valid_1's rmse: 4.09725 [42] valid_0's rmse: 4.08955 valid_1's rmse: 4.08839 [43] valid_0's rmse: 4.07915 valid_1's rmse: 4.0798 [44] valid_0's rmse: 4.06214 valid_1's rmse: 4.06304 [45] valid_0's rmse: 4.05485 valid_1's rmse: 4.05683 [46] valid_0's rmse: 4.04903 valid_1's rmse: 4.05202 [47] valid_0's rmse: 4.04324 valid_1's rmse: 4.04775 [48] valid_0's rmse: 4.03406 valid_1's rmse: 4.03991 [49] valid_0's rmse: 4.02478 valid_1's rmse: 4.03165 [50] valid_0's rmse: 4.01912 valid_1's rmse: 4.02776 [51] valid_0's rmse: 4.00752 valid_1's rmse: 4.01654 [52] valid_0's rmse: 4.00044 valid_1's rmse: 4.01002 [53] valid_0's rmse: 3.99569 valid_1's rmse: 4.00678 [54] valid_0's rmse: 3.98849 valid_1's rmse: 4.00125 [55] valid_0's rmse: 3.98218 valid_1's rmse: 3.99549 [56] valid_0's rmse: 3.97412 valid_1's rmse: 3.98783 [57] valid_0's rmse: 3.9692 valid_1's rmse: 3.98341 [58] valid_0's rmse: 3.963 valid_1's rmse: 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[579] valid_0's rmse: 3.35122 valid_1's rmse: 3.66096 [580] valid_0's rmse: 3.35063 valid_1's rmse: 3.66057 [581] valid_0's rmse: 3.3504 valid_1's rmse: 3.66059 [582] valid_0's rmse: 3.35003 valid_1's rmse: 3.66062 [583] valid_0's rmse: 3.34942 valid_1's rmse: 3.66014 [584] valid_0's rmse: 3.34887 valid_1's rmse: 3.65995 [585] valid_0's rmse: 3.34856 valid_1's rmse: 3.65991 [586] valid_0's rmse: 3.34829 valid_1's rmse: 3.65983 [587] valid_0's rmse: 3.34769 valid_1's rmse: 3.65984 [588] valid_0's rmse: 3.34734 valid_1's rmse: 3.65971 [589] valid_0's rmse: 3.34715 valid_1's rmse: 3.65964 [590] valid_0's rmse: 3.34646 valid_1's rmse: 3.65954 [591] valid_0's rmse: 3.34612 valid_1's rmse: 3.65948 [592] valid_0's rmse: 3.34559 valid_1's rmse: 3.6595 [593] valid_0's rmse: 3.34516 valid_1's rmse: 3.65963 [594] valid_0's rmse: 3.34502 valid_1's rmse: 3.65962 [595] valid_0's rmse: 3.34461 valid_1's rmse: 3.65954 [596] valid_0's rmse: 3.34446 valid_1's rmse: 3.65953 [597] valid_0's rmse: 3.34381 valid_1's rmse: 3.6595 [598] valid_0's rmse: 3.34342 valid_1's rmse: 3.65947 [599] valid_0's rmse: 3.34303 valid_1's rmse: 3.65964 [600] valid_0's rmse: 3.34247 valid_1's rmse: 3.65937 [601] valid_0's rmse: 3.34187 valid_1's rmse: 3.65962 [602] valid_0's rmse: 3.34152 valid_1's rmse: 3.65956 [603] valid_0's rmse: 3.34095 valid_1's rmse: 3.6593 [604] valid_0's rmse: 3.34047 valid_1's rmse: 3.6594 [605] valid_0's rmse: 3.34002 valid_1's rmse: 3.65919 [606] valid_0's rmse: 3.3397 valid_1's rmse: 3.65912 [607] valid_0's rmse: 3.33916 valid_1's rmse: 3.65933 [608] valid_0's rmse: 3.33861 valid_1's rmse: 3.65911 [609] valid_0's rmse: 3.33826 valid_1's rmse: 3.65902 [610] valid_0's rmse: 3.3378 valid_1's rmse: 3.65886 [611] valid_0's rmse: 3.33719 valid_1's rmse: 3.65872 [612] valid_0's rmse: 3.33691 valid_1's rmse: 3.65874 [613] valid_0's rmse: 3.33645 valid_1's rmse: 3.65888 [614] valid_0's rmse: 3.33585 valid_1's rmse: 3.65965 [615] valid_0's rmse: 3.33523 valid_1's rmse: 3.65947 [616] valid_0's rmse: 3.33451 valid_1's rmse: 3.65895 [617] valid_0's rmse: 3.33409 valid_1's rmse: 3.65887 [618] valid_0's rmse: 3.33357 valid_1's rmse: 3.65879 [619] valid_0's rmse: 3.33311 valid_1's rmse: 3.6589 [620] valid_0's rmse: 3.33288 valid_1's rmse: 3.65892 [621] valid_0's rmse: 3.33217 valid_1's rmse: 3.65884 [622] valid_0's rmse: 3.33187 valid_1's rmse: 3.65884 [623] valid_0's rmse: 3.33134 valid_1's rmse: 3.65895 [624] valid_0's rmse: 3.3308 valid_1's rmse: 3.65856 [625] valid_0's rmse: 3.33054 valid_1's rmse: 3.65853 [626] valid_0's rmse: 3.33015 valid_1's rmse: 3.65858 [627] valid_0's rmse: 3.3296 valid_1's rmse: 3.65839 [628] valid_0's rmse: 3.32902 valid_1's rmse: 3.65829 [629] valid_0's rmse: 3.32864 valid_1's rmse: 3.65831 [630] valid_0's rmse: 3.32812 valid_1's rmse: 3.65798 [631] valid_0's rmse: 3.32763 valid_1's rmse: 3.65766 [632] valid_0's rmse: 3.32715 valid_1's rmse: 3.65735 [633] valid_0's rmse: 3.3265 valid_1's rmse: 3.65694 [634] valid_0's rmse: 3.32622 valid_1's rmse: 3.65687 [635] valid_0's rmse: 3.32566 valid_1's rmse: 3.65698 [636] valid_0's rmse: 3.32517 valid_1's rmse: 3.65679 [637] valid_0's rmse: 3.32477 valid_1's rmse: 3.6568 [638] valid_0's rmse: 3.32422 valid_1's rmse: 3.65665 [639] valid_0's rmse: 3.32372 valid_1's rmse: 3.65662 [640] valid_0's rmse: 3.32334 valid_1's rmse: 3.65678 [641] valid_0's rmse: 3.32282 valid_1's rmse: 3.65682 [642] valid_0's rmse: 3.32237 valid_1's rmse: 3.65675 [643] valid_0's rmse: 3.32194 valid_1's rmse: 3.65664 [644] valid_0's rmse: 3.3216 valid_1's rmse: 3.65658 [645] valid_0's rmse: 3.32124 valid_1's rmse: 3.65645 [646] valid_0's rmse: 3.32071 valid_1's rmse: 3.65643 [647] valid_0's rmse: 3.32012 valid_1's rmse: 3.65614 [648] valid_0's rmse: 3.31983 valid_1's rmse: 3.65604 [649] valid_0's rmse: 3.3195 valid_1's rmse: 3.65581 [650] valid_0's rmse: 3.31916 valid_1's rmse: 3.65592 [651] valid_0's rmse: 3.31902 valid_1's rmse: 3.65589 [652] valid_0's rmse: 3.31865 valid_1's rmse: 3.65567 [653] valid_0's rmse: 3.31834 valid_1's rmse: 3.65561 [654] valid_0's rmse: 3.31801 valid_1's rmse: 3.65573 [655] valid_0's rmse: 3.31768 valid_1's rmse: 3.6556 [656] valid_0's rmse: 3.31739 valid_1's rmse: 3.65564 [657] valid_0's rmse: 3.31697 valid_1's rmse: 3.65561 [658] valid_0's rmse: 3.31689 valid_1's rmse: 3.65559 [659] valid_0's rmse: 3.31662 valid_1's rmse: 3.65559 [660] valid_0's rmse: 3.31617 valid_1's rmse: 3.65541 [661] valid_0's rmse: 3.31569 valid_1's rmse: 3.65525 [662] valid_0's rmse: 3.31534 valid_1's rmse: 3.65543 [663] valid_0's rmse: 3.31506 valid_1's rmse: 3.6553 [664] valid_0's rmse: 3.31494 valid_1's rmse: 3.65533 [665] valid_0's rmse: 3.31401 valid_1's rmse: 3.65464 [666] valid_0's rmse: 3.31355 valid_1's rmse: 3.65467 [667] valid_0's rmse: 3.31318 valid_1's rmse: 3.65456 [668] valid_0's rmse: 3.31287 valid_1's rmse: 3.65445 [669] valid_0's rmse: 3.31262 valid_1's rmse: 3.65428 [670] valid_0's rmse: 3.31224 valid_1's rmse: 3.65416 [671] valid_0's rmse: 3.31208 valid_1's rmse: 3.65419 [672] valid_0's rmse: 3.3117 valid_1's rmse: 3.65419 [673] valid_0's rmse: 3.31135 valid_1's rmse: 3.65411 [674] valid_0's rmse: 3.3109 valid_1's rmse: 3.65403 [675] valid_0's rmse: 3.31058 valid_1's rmse: 3.65397 [676] valid_0's rmse: 3.31029 valid_1's rmse: 3.65397 [677] valid_0's rmse: 3.31009 valid_1's rmse: 3.65398 [678] valid_0's rmse: 3.30963 valid_1's rmse: 3.6537 [679] valid_0's rmse: 3.30941 valid_1's rmse: 3.65371 [680] valid_0's rmse: 3.30892 valid_1's rmse: 3.65367 [681] valid_0's rmse: 3.30835 valid_1's rmse: 3.65335 [682] valid_0's rmse: 3.30799 valid_1's rmse: 3.65348 [683] valid_0's rmse: 3.30761 valid_1's rmse: 3.65327 [684] valid_0's rmse: 3.30733 valid_1's rmse: 3.65342 [685] valid_0's rmse: 3.30711 valid_1's rmse: 3.65343 [686] valid_0's rmse: 3.30682 valid_1's rmse: 3.65336 [687] valid_0's rmse: 3.3063 valid_1's rmse: 3.6534 [688] valid_0's rmse: 3.30613 valid_1's rmse: 3.65334 [689] valid_0's rmse: 3.30593 valid_1's rmse: 3.65326 [690] valid_0's rmse: 3.30568 valid_1's rmse: 3.6532 [691] valid_0's rmse: 3.30552 valid_1's rmse: 3.65318 [692] valid_0's rmse: 3.30515 valid_1's rmse: 3.65303 [693] valid_0's rmse: 3.30478 valid_1's rmse: 3.65283 [694] valid_0's rmse: 3.30436 valid_1's rmse: 3.65286 [695] valid_0's rmse: 3.30385 valid_1's rmse: 3.65288 [696] valid_0's rmse: 3.30346 valid_1's rmse: 3.65315 [697] valid_0's rmse: 3.30326 valid_1's rmse: 3.65306 [698] valid_0's rmse: 3.30288 valid_1's rmse: 3.65297 [699] valid_0's rmse: 3.30281 valid_1's rmse: 3.65294 [700] valid_0's rmse: 3.30254 valid_1's rmse: 3.65292 [701] valid_0's rmse: 3.30225 valid_1's rmse: 3.65283 [702] valid_0's rmse: 3.30191 valid_1's rmse: 3.65281 [703] valid_0's rmse: 3.30162 valid_1's rmse: 3.65291 [704] valid_0's rmse: 3.30127 valid_1's rmse: 3.65286 [705] valid_0's rmse: 3.30102 valid_1's rmse: 3.65281 [706] valid_0's rmse: 3.30085 valid_1's rmse: 3.65284 [707] valid_0's rmse: 3.30061 valid_1's rmse: 3.65285 [708] valid_0's rmse: 3.30023 valid_1's rmse: 3.65275 [709] valid_0's rmse: 3.29965 valid_1's rmse: 3.65277 [710] valid_0's rmse: 3.29938 valid_1's rmse: 3.65276 [711] valid_0's rmse: 3.29907 valid_1's rmse: 3.65273 [712] valid_0's rmse: 3.29886 valid_1's rmse: 3.65268 [713] valid_0's rmse: 3.2985 valid_1's rmse: 3.6526 [714] valid_0's rmse: 3.29809 valid_1's rmse: 3.65263 [715] valid_0's rmse: 3.29774 valid_1's rmse: 3.6525 [716] valid_0's rmse: 3.29743 valid_1's rmse: 3.65256 [717] valid_0's rmse: 3.29716 valid_1's rmse: 3.6525 [718] valid_0's rmse: 3.29667 valid_1's rmse: 3.6523 [719] valid_0's rmse: 3.29642 valid_1's rmse: 3.65232 [720] valid_0's rmse: 3.29593 valid_1's rmse: 3.65206 [721] valid_0's rmse: 3.29562 valid_1's rmse: 3.65205 [722] valid_0's rmse: 3.29543 valid_1's rmse: 3.65203 [723] valid_0's rmse: 3.2951 valid_1's rmse: 3.65189 [724] valid_0's rmse: 3.29488 valid_1's rmse: 3.65203 [725] valid_0's rmse: 3.29467 valid_1's rmse: 3.65209 [726] valid_0's rmse: 3.29438 valid_1's rmse: 3.65201 [727] valid_0's rmse: 3.29412 valid_1's rmse: 3.65199 [728] valid_0's rmse: 3.29366 valid_1's rmse: 3.65188 [729] valid_0's rmse: 3.29347 valid_1's rmse: 3.65179 [730] valid_0's rmse: 3.29257 valid_1's rmse: 3.6513 [731] valid_0's rmse: 3.29228 valid_1's rmse: 3.65124 [732] valid_0's rmse: 3.29201 valid_1's rmse: 3.65114 [733] valid_0's rmse: 3.29185 valid_1's rmse: 3.65118 [734] valid_0's rmse: 3.29147 valid_1's rmse: 3.65109 [735] valid_0's rmse: 3.29116 valid_1's rmse: 3.65116 [736] valid_0's rmse: 3.29083 valid_1's rmse: 3.65107 [737] valid_0's rmse: 3.29053 valid_1's rmse: 3.65117 [738] valid_0's rmse: 3.29033 valid_1's rmse: 3.65104 [739] valid_0's rmse: 3.29011 valid_1's rmse: 3.65107 [740] valid_0's rmse: 3.28984 valid_1's rmse: 3.6511 [741] valid_0's rmse: 3.28952 valid_1's rmse: 3.65114 [742] valid_0's rmse: 3.28924 valid_1's rmse: 3.65103 [743] valid_0's rmse: 3.28887 valid_1's rmse: 3.65084 [744] valid_0's rmse: 3.28837 valid_1's rmse: 3.65057 [745] valid_0's rmse: 3.28816 valid_1's rmse: 3.6505 [746] valid_0's rmse: 3.28777 valid_1's rmse: 3.65042 [747] valid_0's rmse: 3.28734 valid_1's rmse: 3.65041 [748] valid_0's rmse: 3.2869 valid_1's rmse: 3.65032 [749] valid_0's rmse: 3.28653 valid_1's rmse: 3.65006 [750] valid_0's rmse: 3.2862 valid_1's rmse: 3.6501 [751] valid_0's rmse: 3.28555 valid_1's rmse: 3.64991 [752] valid_0's rmse: 3.28516 valid_1's rmse: 3.6498 [753] valid_0's rmse: 3.2847 valid_1's rmse: 3.64958 [754] valid_0's rmse: 3.28431 valid_1's rmse: 3.64953 [755] valid_0's rmse: 3.28411 valid_1's rmse: 3.64949 [756] valid_0's rmse: 3.2838 valid_1's rmse: 3.6494 [757] valid_0's rmse: 3.28343 valid_1's rmse: 3.64927 [758] valid_0's rmse: 3.28306 valid_1's rmse: 3.64943 [759] valid_0's rmse: 3.28265 valid_1's rmse: 3.64918 [760] valid_0's rmse: 3.28226 valid_1's rmse: 3.64904 [761] valid_0's rmse: 3.28192 valid_1's rmse: 3.64899 [762] valid_0's rmse: 3.28116 valid_1's rmse: 3.64869 [763] valid_0's rmse: 3.28068 valid_1's rmse: 3.64857 [764] valid_0's rmse: 3.28037 valid_1's rmse: 3.64846 [765] valid_0's rmse: 3.27976 valid_1's rmse: 3.64833 [766] valid_0's rmse: 3.27924 valid_1's rmse: 3.64813 [767] valid_0's rmse: 3.27878 valid_1's rmse: 3.64781 [768] valid_0's rmse: 3.27828 valid_1's rmse: 3.64757 [769] valid_0's rmse: 3.27796 valid_1's rmse: 3.64768 [770] valid_0's rmse: 3.27777 valid_1's rmse: 3.64768 [771] valid_0's rmse: 3.2774 valid_1's rmse: 3.64763 [772] valid_0's rmse: 3.27714 valid_1's rmse: 3.64754 [773] valid_0's rmse: 3.27675 valid_1's rmse: 3.64732 [774] valid_0's rmse: 3.27644 valid_1's rmse: 3.64748 [775] valid_0's rmse: 3.27622 valid_1's rmse: 3.64736 [776] valid_0's rmse: 3.27588 valid_1's rmse: 3.64743 [777] valid_0's rmse: 3.27571 valid_1's rmse: 3.64737 [778] valid_0's rmse: 3.27542 valid_1's rmse: 3.64733 [779] valid_0's rmse: 3.27458 valid_1's rmse: 3.64689 [780] valid_0's rmse: 3.27438 valid_1's rmse: 3.64687 [781] valid_0's rmse: 3.27408 valid_1's rmse: 3.64685 [782] valid_0's rmse: 3.27375 valid_1's rmse: 3.6468 [783] valid_0's rmse: 3.27344 valid_1's rmse: 3.64679 [784] valid_0's rmse: 3.2728 valid_1's rmse: 3.64662 [785] valid_0's rmse: 3.27261 valid_1's rmse: 3.6466 [786] valid_0's rmse: 3.27215 valid_1's rmse: 3.64658 [787] valid_0's rmse: 3.27167 valid_1's rmse: 3.64642 [788] valid_0's rmse: 3.27138 valid_1's rmse: 3.64633 [789] valid_0's rmse: 3.27122 valid_1's rmse: 3.64632 [790] valid_0's rmse: 3.27081 valid_1's rmse: 3.64632 [791] valid_0's rmse: 3.27046 valid_1's rmse: 3.6461 [792] valid_0's rmse: 3.27025 valid_1's rmse: 3.64612 [793] valid_0's rmse: 3.26874 valid_1's rmse: 3.64486 [794] valid_0's rmse: 3.2685 valid_1's rmse: 3.6448 [795] valid_0's rmse: 3.2681 valid_1's rmse: 3.64472 [796] valid_0's rmse: 3.26769 valid_1's rmse: 3.64467 [797] valid_0's rmse: 3.26746 valid_1's rmse: 3.64466 [798] valid_0's rmse: 3.26726 valid_1's rmse: 3.64474 [799] valid_0's rmse: 3.26679 valid_1's rmse: 3.64466 [800] valid_0's rmse: 3.26664 valid_1's rmse: 3.6447 [801] valid_0's rmse: 3.26635 valid_1's rmse: 3.64473 [802] valid_0's rmse: 3.2659 valid_1's rmse: 3.64516 [803] valid_0's rmse: 3.26548 valid_1's rmse: 3.64509 [804] valid_0's rmse: 3.26513 valid_1's rmse: 3.645 [805] valid_0's rmse: 3.26472 valid_1's rmse: 3.64524 [806] valid_0's rmse: 3.26429 valid_1's rmse: 3.64532 [807] valid_0's rmse: 3.26409 valid_1's rmse: 3.64539 [808] valid_0's rmse: 3.26388 valid_1's rmse: 3.6455 [809] valid_0's rmse: 3.26349 valid_1's rmse: 3.64537 [810] valid_0's rmse: 3.26312 valid_1's rmse: 3.64536 [811] valid_0's rmse: 3.26295 valid_1's rmse: 3.64541 [812] valid_0's rmse: 3.26261 valid_1's rmse: 3.64534 [813] valid_0's rmse: 3.26228 valid_1's rmse: 3.64531 [814] valid_0's rmse: 3.26196 valid_1's rmse: 3.6452 [815] valid_0's rmse: 3.26184 valid_1's rmse: 3.64518 [816] valid_0's rmse: 3.26144 valid_1's rmse: 3.64521 [817] valid_0's rmse: 3.26118 valid_1's rmse: 3.64539 [818] valid_0's rmse: 3.26099 valid_1's rmse: 3.64541 [819] valid_0's rmse: 3.26073 valid_1's rmse: 3.64534 Early stopping, best iteration is: [799] valid_0's rmse: 3.26679 valid_1's rmse: 3.64466 SCORE: 3.6446572323884143 [1] valid_0's rmse: 8.98216 valid_1's rmse: 8.94128 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39225 valid_1's rmse: 8.35272 [3] valid_0's rmse: 7.86765 valid_1's rmse: 7.82935 [4] valid_0's rmse: 7.39554 valid_1's rmse: 7.35849 [5] valid_0's rmse: 6.99429 valid_1's rmse: 6.95797 [6] valid_0's rmse: 6.64288 valid_1's rmse: 6.60733 [7] valid_0's rmse: 6.34939 valid_1's rmse: 6.31465 [8] valid_0's rmse: 6.08745 valid_1's rmse: 6.05366 [9] valid_0's rmse: 5.85718 valid_1's rmse: 5.82486 [10] valid_0's rmse: 5.66448 valid_1's rmse: 5.63252 [11] valid_0's rmse: 5.4995 valid_1's rmse: 5.46828 [12] valid_0's rmse: 5.34439 valid_1's rmse: 5.31405 [13] valid_0's rmse: 5.21054 valid_1's rmse: 5.18094 [14] valid_0's rmse: 5.09554 valid_1's rmse: 5.06649 [15] valid_0's rmse: 4.96954 valid_1's rmse: 4.94145 [16] valid_0's rmse: 4.89022 valid_1's rmse: 4.86296 [17] valid_0's rmse: 4.79136 valid_1's rmse: 4.76393 [18] valid_0's rmse: 4.7269 valid_1's rmse: 4.70055 [19] valid_0's rmse: 4.67289 valid_1's rmse: 4.64705 [20] valid_0's rmse: 4.59883 valid_1's rmse: 4.57344 [21] valid_0's rmse: 4.5517 valid_1's rmse: 4.5274 [22] valid_0's rmse: 4.51418 valid_1's rmse: 4.49091 [23] valid_0's rmse: 4.47818 valid_1's rmse: 4.45584 [24] valid_0's rmse: 4.44859 valid_1's rmse: 4.42775 [25] valid_0's rmse: 4.40637 valid_1's rmse: 4.38663 [26] valid_0's rmse: 4.37768 valid_1's rmse: 4.35923 [27] valid_0's rmse: 4.34632 valid_1's rmse: 4.32806 [28] valid_0's rmse: 4.31883 valid_1's rmse: 4.30087 [29] valid_0's rmse: 4.29918 valid_1's rmse: 4.28383 [30] valid_0's rmse: 4.274 valid_1's rmse: 4.25858 [31] valid_0's rmse: 4.24736 valid_1's rmse: 4.23268 [32] valid_0's rmse: 4.2183 valid_1's rmse: 4.20356 [33] valid_0's rmse: 4.20561 valid_1's rmse: 4.19238 [34] valid_0's rmse: 4.18064 valid_1's rmse: 4.16805 [35] valid_0's rmse: 4.16886 valid_1's rmse: 4.15748 [36] valid_0's rmse: 4.15893 valid_1's rmse: 4.14852 [37] valid_0's rmse: 4.14777 valid_1's rmse: 4.1382 [38] valid_0's rmse: 4.13812 valid_1's rmse: 4.13044 [39] valid_0's rmse: 4.13179 valid_1's rmse: 4.12532 [40] valid_0's rmse: 4.12373 valid_1's rmse: 4.11903 [41] valid_0's rmse: 4.11381 valid_1's rmse: 4.10985 [42] valid_0's rmse: 4.10302 valid_1's rmse: 4.09976 [43] valid_0's rmse: 4.0955 valid_1's rmse: 4.09531 [44] valid_0's rmse: 4.08658 valid_1's rmse: 4.08769 [45] valid_0's rmse: 4.0777 valid_1's rmse: 4.08 [46] valid_0's rmse: 4.0691 valid_1's rmse: 4.0723 [47] valid_0's rmse: 4.05844 valid_1's rmse: 4.06231 [48] valid_0's rmse: 4.04867 valid_1's rmse: 4.05307 [49] valid_0's rmse: 4.04144 valid_1's rmse: 4.04684 [50] valid_0's rmse: 4.03234 valid_1's rmse: 4.03817 [51] valid_0's rmse: 4.02012 valid_1's rmse: 4.02625 [52] valid_0's rmse: 4.01096 valid_1's rmse: 4.01877 [53] valid_0's rmse: 4.00288 valid_1's rmse: 4.01091 [54] valid_0's rmse: 3.99636 valid_1's rmse: 4.00515 [55] valid_0's rmse: 3.9879 valid_1's rmse: 3.99729 [56] valid_0's rmse: 3.9839 valid_1's rmse: 3.99562 [57] valid_0's rmse: 3.97575 valid_1's rmse: 3.98848 [58] valid_0's rmse: 3.96963 valid_1's rmse: 3.983 [59] valid_0's rmse: 3.96274 valid_1's rmse: 3.97639 [60] valid_0's rmse: 3.95789 valid_1's rmse: 3.97348 [61] valid_0's rmse: 3.95053 valid_1's rmse: 3.96713 [62] valid_0's rmse: 3.94485 valid_1's rmse: 3.96171 [63] valid_0's rmse: 3.94028 valid_1's rmse: 3.9571 [64] valid_0's rmse: 3.93668 valid_1's rmse: 3.95502 [65] valid_0's rmse: 3.9331 valid_1's rmse: 3.95274 [66] valid_0's rmse: 3.92974 valid_1's rmse: 3.95022 [67] valid_0's rmse: 3.92299 valid_1's rmse: 3.94409 [68] valid_0's rmse: 3.9199 valid_1's rmse: 3.94343 [69] valid_0's rmse: 3.91439 valid_1's rmse: 3.93856 [70] valid_0's rmse: 3.90986 valid_1's rmse: 3.93568 [71] valid_0's rmse: 3.9013 valid_1's rmse: 3.9274 [72] valid_0's rmse: 3.89413 valid_1's rmse: 3.92043 [73] valid_0's rmse: 3.89059 valid_1's rmse: 3.91918 [74] valid_0's rmse: 3.88667 valid_1's rmse: 3.91708 [75] valid_0's rmse: 3.88292 valid_1's rmse: 3.91424 [76] valid_0's rmse: 3.87989 valid_1's rmse: 3.91203 [77] valid_0's rmse: 3.87574 valid_1's rmse: 3.90878 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[505] valid_0's rmse: 3.38667 valid_1's rmse: 3.6733 [506] valid_0's rmse: 3.38602 valid_1's rmse: 3.67298 [507] valid_0's rmse: 3.38568 valid_1's rmse: 3.67303 [508] valid_0's rmse: 3.38509 valid_1's rmse: 3.67293 [509] valid_0's rmse: 3.3847 valid_1's rmse: 3.67306 [510] valid_0's rmse: 3.38386 valid_1's rmse: 3.67289 [511] valid_0's rmse: 3.3834 valid_1's rmse: 3.67283 [512] valid_0's rmse: 3.38292 valid_1's rmse: 3.67258 [513] valid_0's rmse: 3.38255 valid_1's rmse: 3.67262 [514] valid_0's rmse: 3.38204 valid_1's rmse: 3.67256 [515] valid_0's rmse: 3.38179 valid_1's rmse: 3.67242 [516] valid_0's rmse: 3.38138 valid_1's rmse: 3.67234 [517] valid_0's rmse: 3.38088 valid_1's rmse: 3.67232 [518] valid_0's rmse: 3.37991 valid_1's rmse: 3.67173 [519] valid_0's rmse: 3.37966 valid_1's rmse: 3.67162 [520] valid_0's rmse: 3.37927 valid_1's rmse: 3.67143 [521] valid_0's rmse: 3.37854 valid_1's rmse: 3.67162 [522] valid_0's rmse: 3.37807 valid_1's rmse: 3.67184 [523] valid_0's rmse: 3.37766 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valid_0's rmse: 3.24073 valid_1's rmse: 3.64666 [877] valid_0's rmse: 3.24043 valid_1's rmse: 3.64649 [878] valid_0's rmse: 3.24023 valid_1's rmse: 3.64651 [879] valid_0's rmse: 3.23984 valid_1's rmse: 3.6465 [880] valid_0's rmse: 3.23948 valid_1's rmse: 3.64646 [881] valid_0's rmse: 3.2391 valid_1's rmse: 3.64636 [882] valid_0's rmse: 3.23887 valid_1's rmse: 3.64621 [883] valid_0's rmse: 3.23863 valid_1's rmse: 3.64622 [884] valid_0's rmse: 3.23836 valid_1's rmse: 3.64619 [885] valid_0's rmse: 3.23809 valid_1's rmse: 3.64628 [886] valid_0's rmse: 3.23786 valid_1's rmse: 3.64622 [887] valid_0's rmse: 3.23773 valid_1's rmse: 3.64619 [888] valid_0's rmse: 3.23725 valid_1's rmse: 3.64605 [889] valid_0's rmse: 3.23703 valid_1's rmse: 3.64598 [890] valid_0's rmse: 3.2366 valid_1's rmse: 3.64582 [891] valid_0's rmse: 3.23634 valid_1's rmse: 3.64574 [892] valid_0's rmse: 3.23609 valid_1's rmse: 3.64566 [893] valid_0's rmse: 3.23585 valid_1's rmse: 3.64577 [894] valid_0's rmse: 3.23545 valid_1's rmse: 3.64563 [895] valid_0's rmse: 3.23512 valid_1's rmse: 3.64559 [896] valid_0's rmse: 3.23473 valid_1's rmse: 3.64546 [897] valid_0's rmse: 3.23452 valid_1's rmse: 3.64543 [898] valid_0's rmse: 3.23431 valid_1's rmse: 3.64537 [899] valid_0's rmse: 3.23393 valid_1's rmse: 3.64523 [900] valid_0's rmse: 3.23365 valid_1's rmse: 3.64529 [901] valid_0's rmse: 3.23322 valid_1's rmse: 3.6452 [902] valid_0's rmse: 3.23281 valid_1's rmse: 3.64508 [903] valid_0's rmse: 3.23241 valid_1's rmse: 3.64484 [904] valid_0's rmse: 3.23223 valid_1's rmse: 3.6448 [905] valid_0's rmse: 3.23193 valid_1's rmse: 3.6447 [906] valid_0's rmse: 3.23155 valid_1's rmse: 3.64457 [907] valid_0's rmse: 3.23123 valid_1's rmse: 3.64449 [908] valid_0's rmse: 3.23096 valid_1's rmse: 3.64444 [909] valid_0's rmse: 3.23077 valid_1's rmse: 3.64445 [910] valid_0's rmse: 3.23036 valid_1's rmse: 3.64431 [911] valid_0's rmse: 3.23009 valid_1's rmse: 3.6443 [912] valid_0's rmse: 3.22979 valid_1's rmse: 3.64429 [913] valid_0's rmse: 3.22964 valid_1's rmse: 3.64425 [914] valid_0's rmse: 3.2293 valid_1's rmse: 3.64419 [915] valid_0's rmse: 3.22905 valid_1's rmse: 3.64409 [916] valid_0's rmse: 3.22893 valid_1's rmse: 3.64406 [917] valid_0's rmse: 3.22861 valid_1's rmse: 3.64401 [918] valid_0's rmse: 3.22844 valid_1's rmse: 3.64399 [919] valid_0's rmse: 3.22813 valid_1's rmse: 3.64393 [920] valid_0's rmse: 3.2279 valid_1's rmse: 3.64389 [921] valid_0's rmse: 3.22769 valid_1's rmse: 3.64392 [922] valid_0's rmse: 3.22746 valid_1's rmse: 3.64389 [923] valid_0's rmse: 3.22719 valid_1's rmse: 3.64398 [924] valid_0's rmse: 3.2269 valid_1's rmse: 3.64405 [925] valid_0's rmse: 3.22668 valid_1's rmse: 3.64398 [926] valid_0's rmse: 3.22626 valid_1's rmse: 3.64409 [927] valid_0's rmse: 3.22595 valid_1's rmse: 3.64393 [928] valid_0's rmse: 3.22566 valid_1's rmse: 3.64399 [929] valid_0's rmse: 3.22533 valid_1's rmse: 3.64378 [930] valid_0's rmse: 3.2251 valid_1's rmse: 3.64364 [931] valid_0's rmse: 3.22464 valid_1's rmse: 3.64358 [932] valid_0's rmse: 3.22445 valid_1's rmse: 3.6435 [933] valid_0's rmse: 3.2242 valid_1's rmse: 3.64366 [934] valid_0's rmse: 3.224 valid_1's rmse: 3.64373 [935] valid_0's rmse: 3.2237 valid_1's rmse: 3.6437 [936] valid_0's rmse: 3.22347 valid_1's rmse: 3.64366 [937] valid_0's rmse: 3.22311 valid_1's rmse: 3.64375 [938] valid_0's rmse: 3.22285 valid_1's rmse: 3.64368 [939] valid_0's rmse: 3.22248 valid_1's rmse: 3.64391 [940] valid_0's rmse: 3.22211 valid_1's rmse: 3.64385 [941] valid_0's rmse: 3.22173 valid_1's rmse: 3.64384 [942] valid_0's rmse: 3.22133 valid_1's rmse: 3.6436 [943] valid_0's rmse: 3.22097 valid_1's rmse: 3.64348 [944] valid_0's rmse: 3.22059 valid_1's rmse: 3.64364 [945] valid_0's rmse: 3.22035 valid_1's rmse: 3.64379 [946] valid_0's rmse: 3.22004 valid_1's rmse: 3.64376 [947] valid_0's rmse: 3.2199 valid_1's rmse: 3.64376 [948] valid_0's rmse: 3.21969 valid_1's rmse: 3.64375 [949] valid_0's rmse: 3.21951 valid_1's rmse: 3.64377 [950] valid_0's rmse: 3.21931 valid_1's rmse: 3.64393 [951] valid_0's rmse: 3.21909 valid_1's rmse: 3.64392 [952] valid_0's rmse: 3.21887 valid_1's rmse: 3.64406 [953] valid_0's rmse: 3.21838 valid_1's rmse: 3.64368 [954] valid_0's rmse: 3.21813 valid_1's rmse: 3.64378 [955] valid_0's rmse: 3.21791 valid_1's rmse: 3.6437 [956] valid_0's rmse: 3.21777 valid_1's rmse: 3.64372 [957] valid_0's rmse: 3.21755 valid_1's rmse: 3.64364 [958] valid_0's rmse: 3.21739 valid_1's rmse: 3.64367 [959] valid_0's rmse: 3.21697 valid_1's rmse: 3.64355 [960] valid_0's rmse: 3.21677 valid_1's rmse: 3.64352 [961] valid_0's rmse: 3.21645 valid_1's rmse: 3.64346 [962] valid_0's rmse: 3.21621 valid_1's rmse: 3.64346 [963] valid_0's rmse: 3.21602 valid_1's rmse: 3.64349 [964] valid_0's rmse: 3.21582 valid_1's rmse: 3.64344 [965] valid_0's rmse: 3.21557 valid_1's rmse: 3.64347 [966] valid_0's rmse: 3.21527 valid_1's rmse: 3.64345 [967] valid_0's rmse: 3.21493 valid_1's rmse: 3.64352 [968] valid_0's rmse: 3.2145 valid_1's rmse: 3.64327 [969] valid_0's rmse: 3.21432 valid_1's rmse: 3.64324 [970] valid_0's rmse: 3.21406 valid_1's rmse: 3.64321 [971] valid_0's rmse: 3.21356 valid_1's rmse: 3.64297 [972] valid_0's rmse: 3.2134 valid_1's rmse: 3.64294 [973] valid_0's rmse: 3.21321 valid_1's rmse: 3.64292 [974] valid_0's rmse: 3.21305 valid_1's rmse: 3.64291 [975] valid_0's rmse: 3.21284 valid_1's rmse: 3.64287 [976] valid_0's rmse: 3.21261 valid_1's rmse: 3.643 [977] valid_0's rmse: 3.2124 valid_1's rmse: 3.64304 [978] valid_0's rmse: 3.21216 valid_1's rmse: 3.64317 [979] valid_0's rmse: 3.21187 valid_1's rmse: 3.64311 [980] valid_0's rmse: 3.21165 valid_1's rmse: 3.64305 [981] valid_0's rmse: 3.21144 valid_1's rmse: 3.64304 [982] valid_0's rmse: 3.21114 valid_1's rmse: 3.64307 [983] valid_0's rmse: 3.21081 valid_1's rmse: 3.64318 [984] valid_0's rmse: 3.21051 valid_1's rmse: 3.64315 [985] valid_0's rmse: 3.21025 valid_1's rmse: 3.64314 [986] valid_0's rmse: 3.21003 valid_1's rmse: 3.64313 [987] valid_0's rmse: 3.20979 valid_1's rmse: 3.64309 [988] valid_0's rmse: 3.2094 valid_1's rmse: 3.643 [989] valid_0's rmse: 3.20916 valid_1's rmse: 3.64295 [990] valid_0's rmse: 3.20887 valid_1's rmse: 3.64297 [991] valid_0's rmse: 3.20867 valid_1's rmse: 3.643 [992] valid_0's rmse: 3.20851 valid_1's rmse: 3.64306 [993] valid_0's rmse: 3.20832 valid_1's rmse: 3.64303 [994] valid_0's rmse: 3.20797 valid_1's rmse: 3.64306 [995] valid_0's rmse: 3.20773 valid_1's rmse: 3.64299 Early stopping, best iteration is: [975] valid_0's rmse: 3.21284 valid_1's rmse: 3.64287 SCORE: 3.6428739955468035 [1] valid_0's rmse: 8.96827 valid_1's rmse: 8.92686 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.3889 valid_1's rmse: 8.34804 [3] valid_0's rmse: 7.8614 valid_1's rmse: 7.8223 [4] valid_0's rmse: 7.40658 valid_1's rmse: 7.36989 [5] valid_0's rmse: 7.01123 valid_1's rmse: 6.97565 [6] valid_0's rmse: 6.66447 valid_1's rmse: 6.63066 [7] valid_0's rmse: 6.37825 valid_1's rmse: 6.34612 [8] valid_0's rmse: 6.11996 valid_1's rmse: 6.08789 [9] valid_0's rmse: 5.88641 valid_1's rmse: 5.85446 [10] valid_0's rmse: 5.68438 valid_1's rmse: 5.65281 [11] valid_0's rmse: 5.50669 valid_1's rmse: 5.47569 [12] valid_0's rmse: 5.35817 valid_1's rmse: 5.32841 [13] valid_0's rmse: 5.22966 valid_1's rmse: 5.2004 [14] valid_0's rmse: 5.11281 valid_1's rmse: 5.08451 [15] valid_0's rmse: 5.00514 valid_1's rmse: 4.97793 [16] valid_0's rmse: 4.8996 valid_1's rmse: 4.87277 [17] valid_0's rmse: 4.82926 valid_1's rmse: 4.80257 [18] valid_0's rmse: 4.74315 valid_1's rmse: 4.71791 [19] valid_0's rmse: 4.68061 valid_1's rmse: 4.65616 [20] valid_0's rmse: 4.62374 valid_1's rmse: 4.59932 [21] valid_0's rmse: 4.57187 valid_1's rmse: 4.54772 [22] valid_0's rmse: 4.53106 valid_1's rmse: 4.50959 [23] valid_0's rmse: 4.49871 valid_1's rmse: 4.47845 [24] valid_0's rmse: 4.46684 valid_1's rmse: 4.44778 [25] valid_0's rmse: 4.43031 valid_1's rmse: 4.4118 [26] valid_0's rmse: 4.39125 valid_1's rmse: 4.37338 [27] valid_0's rmse: 4.36762 valid_1's rmse: 4.35019 [28] valid_0's rmse: 4.33249 valid_1's rmse: 4.31571 [29] valid_0's rmse: 4.31389 valid_1's rmse: 4.29766 [30] valid_0's rmse: 4.29281 valid_1's rmse: 4.27706 [31] valid_0's rmse: 4.2655 valid_1's rmse: 4.25031 [32] valid_0's rmse: 4.24136 valid_1's rmse: 4.22647 [33] valid_0's rmse: 4.23131 valid_1's rmse: 4.21806 [34] valid_0's rmse: 4.20733 valid_1's rmse: 4.19455 [35] valid_0's rmse: 4.18722 valid_1's rmse: 4.17578 [36] valid_0's rmse: 4.17977 valid_1's rmse: 4.16902 [37] valid_0's rmse: 4.16929 valid_1's rmse: 4.15986 [38] valid_0's rmse: 4.15032 valid_1's rmse: 4.14166 [39] valid_0's rmse: 4.14233 valid_1's rmse: 4.13474 [40] valid_0's rmse: 4.13472 valid_1's rmse: 4.12785 [41] valid_0's rmse: 4.12877 valid_1's rmse: 4.12327 [42] valid_0's rmse: 4.11398 valid_1's rmse: 4.10948 [43] valid_0's rmse: 4.10395 valid_1's rmse: 4.10058 [44] valid_0's rmse: 4.09778 valid_1's rmse: 4.09523 [45] valid_0's rmse: 4.08631 valid_1's rmse: 4.08557 [46] valid_0's rmse: 4.0807 valid_1's rmse: 4.08051 [47] valid_0's rmse: 4.07292 valid_1's rmse: 4.07343 [48] valid_0's rmse: 4.05965 valid_1's rmse: 4.06085 [49] valid_0's rmse: 4.057 valid_1's rmse: 4.05977 [50] valid_0's rmse: 4.04978 valid_1's rmse: 4.05388 [51] valid_0's rmse: 4.04116 valid_1's rmse: 4.0453 [52] valid_0's rmse: 4.03539 valid_1's rmse: 4.041 [53] valid_0's rmse: 4.02533 valid_1's rmse: 4.03222 [54] valid_0's rmse: 4.01599 valid_1's rmse: 4.02312 [55] valid_0's rmse: 4.00388 valid_1's rmse: 4.01131 [56] valid_0's rmse: 3.99287 valid_1's rmse: 4.00103 [57] valid_0's rmse: 3.99031 valid_1's rmse: 4.00004 [58] valid_0's rmse: 3.98608 valid_1's rmse: 3.99632 [59] valid_0's rmse: 3.97833 valid_1's rmse: 3.98903 [60] valid_0's rmse: 3.97093 valid_1's rmse: 3.98284 [61] valid_0's rmse: 3.96589 valid_1's rmse: 3.97978 [62] valid_0's rmse: 3.96252 valid_1's rmse: 3.97767 [63] valid_0's rmse: 3.95968 valid_1's rmse: 3.9755 [64] valid_0's rmse: 3.95519 valid_1's rmse: 3.97177 [65] valid_0's rmse: 3.95103 valid_1's rmse: 3.96885 [66] valid_0's rmse: 3.94647 valid_1's rmse: 3.96495 [67] valid_0's rmse: 3.94226 valid_1's rmse: 3.96122 [68] valid_0's rmse: 3.93726 valid_1's rmse: 3.95765 [69] valid_0's rmse: 3.9338 valid_1's rmse: 3.95533 [70] valid_0's rmse: 3.93154 valid_1's rmse: 3.9537 [71] valid_0's rmse: 3.92907 valid_1's rmse: 3.95153 [72] valid_0's rmse: 3.92548 valid_1's rmse: 3.94918 [73] valid_0's rmse: 3.92132 valid_1's rmse: 3.94561 [74] valid_0's rmse: 3.91659 valid_1's rmse: 3.94199 [75] valid_0's rmse: 3.90963 valid_1's rmse: 3.93522 [76] valid_0's rmse: 3.90505 valid_1's rmse: 3.93156 [77] valid_0's rmse: 3.9014 valid_1's rmse: 3.92949 [78] valid_0's rmse: 3.89364 valid_1's rmse: 3.92245 [79] valid_0's rmse: 3.88855 valid_1's rmse: 3.91785 [80] valid_0's rmse: 3.88446 valid_1's rmse: 3.91444 [81] valid_0's rmse: 3.87905 valid_1's rmse: 3.9095 [82] valid_0's rmse: 3.87647 valid_1's rmse: 3.90757 [83] valid_0's rmse: 3.87209 valid_1's rmse: 3.90342 [84] valid_0's rmse: 3.86921 valid_1's rmse: 3.90185 [85] valid_0's rmse: 3.86641 valid_1's rmse: 3.89927 [86] valid_0's rmse: 3.86232 valid_1's rmse: 3.8972 [87] valid_0's rmse: 3.85958 valid_1's rmse: 3.89468 [88] valid_0's rmse: 3.85649 valid_1's rmse: 3.89188 [89] valid_0's rmse: 3.85153 valid_1's rmse: 3.88759 [90] valid_0's rmse: 3.84952 valid_1's rmse: 3.88606 [91] valid_0's rmse: 3.84532 valid_1's rmse: 3.88252 [92] valid_0's rmse: 3.84274 valid_1's rmse: 3.88097 [93] valid_0's rmse: 3.83999 valid_1's rmse: 3.87859 [94] valid_0's rmse: 3.83484 valid_1's rmse: 3.87366 [95] valid_0's rmse: 3.83206 valid_1's rmse: 3.87126 [96] valid_0's rmse: 3.82955 valid_1's rmse: 3.87017 [97] valid_0's rmse: 3.82633 valid_1's rmse: 3.86798 [98] valid_0's rmse: 3.82312 valid_1's rmse: 3.86545 [99] valid_0's rmse: 3.8204 valid_1's rmse: 3.86308 [100] valid_0's rmse: 3.81704 valid_1's rmse: 3.85987 [101] valid_0's rmse: 3.81501 valid_1's rmse: 3.8587 [102] valid_0's rmse: 3.81011 valid_1's rmse: 3.85384 [103] valid_0's rmse: 3.80772 valid_1's rmse: 3.85206 [104] valid_0's rmse: 3.80357 valid_1's rmse: 3.84811 [105] valid_0's rmse: 3.80162 valid_1's rmse: 3.84663 [106] valid_0's rmse: 3.79832 valid_1's rmse: 3.84376 [107] valid_0's rmse: 3.79485 valid_1's rmse: 3.84091 [108] valid_0's rmse: 3.79267 valid_1's rmse: 3.84017 [109] valid_0's rmse: 3.79033 valid_1's rmse: 3.83823 [110] valid_0's rmse: 3.7888 valid_1's rmse: 3.83741 [111] valid_0's rmse: 3.78605 valid_1's rmse: 3.83517 [112] valid_0's rmse: 3.78434 valid_1's rmse: 3.83384 [113] valid_0's rmse: 3.78285 valid_1's rmse: 3.83318 [114] valid_0's rmse: 3.78166 valid_1's rmse: 3.83287 [115] valid_0's rmse: 3.78027 valid_1's rmse: 3.83236 [116] valid_0's rmse: 3.77802 valid_1's rmse: 3.83171 [117] valid_0's rmse: 3.77639 valid_1's rmse: 3.83057 [118] valid_0's rmse: 3.7747 valid_1's rmse: 3.8294 [119] valid_0's rmse: 3.77289 valid_1's rmse: 3.82852 [120] valid_0's rmse: 3.77066 valid_1's rmse: 3.82687 [121] valid_0's rmse: 3.76844 valid_1's rmse: 3.82526 [122] valid_0's rmse: 3.767 valid_1's rmse: 3.82454 [123] valid_0's rmse: 3.76522 valid_1's rmse: 3.82403 [124] valid_0's rmse: 3.76308 valid_1's rmse: 3.82232 [125] valid_0's rmse: 3.76172 valid_1's rmse: 3.82141 [126] valid_0's rmse: 3.76017 valid_1's rmse: 3.82069 [127] valid_0's rmse: 3.75733 valid_1's rmse: 3.818 [128] valid_0's rmse: 3.75565 valid_1's rmse: 3.81658 [129] valid_0's rmse: 3.75308 valid_1's rmse: 3.81455 [130] valid_0's rmse: 3.75089 valid_1's rmse: 3.81253 [131] valid_0's rmse: 3.74882 valid_1's rmse: 3.81199 [132] valid_0's rmse: 3.74695 valid_1's rmse: 3.8114 [133] valid_0's rmse: 3.74436 valid_1's rmse: 3.80932 [134] valid_0's rmse: 3.74188 valid_1's rmse: 3.80728 [135] valid_0's rmse: 3.73995 valid_1's rmse: 3.80559 [136] valid_0's rmse: 3.73804 valid_1's rmse: 3.80437 [137] valid_0's rmse: 3.73701 valid_1's rmse: 3.80418 [138] valid_0's rmse: 3.73577 valid_1's rmse: 3.80379 [139] valid_0's rmse: 3.73321 valid_1's rmse: 3.80143 [140] valid_0's rmse: 3.73178 valid_1's rmse: 3.80121 [141] valid_0's rmse: 3.7302 valid_1's rmse: 3.80127 [142] valid_0's rmse: 3.72865 valid_1's rmse: 3.8013 [143] valid_0's rmse: 3.72673 valid_1's rmse: 3.80066 [144] valid_0's rmse: 3.7254 valid_1's rmse: 3.80003 [145] valid_0's rmse: 3.72389 valid_1's rmse: 3.7992 [146] valid_0's rmse: 3.72169 valid_1's rmse: 3.79744 [147] valid_0's rmse: 3.72042 valid_1's rmse: 3.79669 [148] valid_0's rmse: 3.71721 valid_1's rmse: 3.79397 [149] valid_0's rmse: 3.71545 valid_1's rmse: 3.79247 [150] valid_0's rmse: 3.7144 valid_1's rmse: 3.79192 [151] valid_0's rmse: 3.71284 valid_1's rmse: 3.79092 [152] valid_0's rmse: 3.71136 valid_1's rmse: 3.79019 [153] valid_0's rmse: 3.71028 valid_1's rmse: 3.78979 [154] valid_0's rmse: 3.70872 valid_1's rmse: 3.78882 [155] valid_0's rmse: 3.70723 valid_1's rmse: 3.78805 [156] valid_0's rmse: 3.70572 valid_1's rmse: 3.78677 [157] valid_0's rmse: 3.70401 valid_1's rmse: 3.78609 [158] valid_0's rmse: 3.70245 valid_1's rmse: 3.78552 [159] valid_0's rmse: 3.70136 valid_1's rmse: 3.78488 [160] valid_0's rmse: 3.69906 valid_1's rmse: 3.78286 [161] valid_0's rmse: 3.69775 valid_1's rmse: 3.78234 [162] valid_0's rmse: 3.69488 valid_1's rmse: 3.77935 [163] valid_0's rmse: 3.69313 valid_1's rmse: 3.77834 [164] valid_0's rmse: 3.69217 valid_1's rmse: 3.77812 [165] valid_0's rmse: 3.69025 valid_1's rmse: 3.77665 [166] valid_0's rmse: 3.68914 valid_1's rmse: 3.77612 [167] valid_0's rmse: 3.68652 valid_1's rmse: 3.77371 [168] valid_0's rmse: 3.68514 valid_1's rmse: 3.77355 [169] valid_0's rmse: 3.68375 valid_1's rmse: 3.77275 [170] valid_0's rmse: 3.68282 valid_1's rmse: 3.77276 [171] valid_0's rmse: 3.68104 valid_1's rmse: 3.77136 [172] valid_0's rmse: 3.67986 valid_1's rmse: 3.7711 [173] valid_0's rmse: 3.67861 valid_1's rmse: 3.77028 [174] valid_0's rmse: 3.67661 valid_1's rmse: 3.76865 [175] valid_0's rmse: 3.67512 valid_1's rmse: 3.76845 [176] valid_0's rmse: 3.67408 valid_1's rmse: 3.76819 [177] valid_0's rmse: 3.67251 valid_1's rmse: 3.76753 [178] valid_0's rmse: 3.67147 valid_1's rmse: 3.76733 [179] valid_0's rmse: 3.66937 valid_1's rmse: 3.76535 [180] valid_0's rmse: 3.6685 valid_1's rmse: 3.76494 [181] valid_0's rmse: 3.66705 valid_1's rmse: 3.76397 [182] valid_0's rmse: 3.66527 valid_1's rmse: 3.76208 [183] valid_0's rmse: 3.66399 valid_1's rmse: 3.76229 [184] valid_0's rmse: 3.66273 valid_1's rmse: 3.76227 [185] valid_0's rmse: 3.66164 valid_1's rmse: 3.76211 [186] valid_0's rmse: 3.66033 valid_1's rmse: 3.7624 [187] valid_0's rmse: 3.65887 valid_1's rmse: 3.76139 [188] valid_0's rmse: 3.65787 valid_1's rmse: 3.7615 [189] valid_0's rmse: 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3.71003 [431] valid_0's rmse: 3.47722 valid_1's rmse: 3.7098 [432] valid_0's rmse: 3.47665 valid_1's rmse: 3.70949 [433] valid_0's rmse: 3.47621 valid_1's rmse: 3.70922 [434] valid_0's rmse: 3.47557 valid_1's rmse: 3.70882 [435] valid_0's rmse: 3.47516 valid_1's rmse: 3.70879 [436] valid_0's rmse: 3.47465 valid_1's rmse: 3.70874 [437] valid_0's rmse: 3.47354 valid_1's rmse: 3.70802 [438] valid_0's rmse: 3.47264 valid_1's rmse: 3.7075 [439] valid_0's rmse: 3.47234 valid_1's rmse: 3.70749 [440] valid_0's rmse: 3.47212 valid_1's rmse: 3.70734 [441] valid_0's rmse: 3.47159 valid_1's rmse: 3.70723 [442] valid_0's rmse: 3.4711 valid_1's rmse: 3.70772 [443] valid_0's rmse: 3.47027 valid_1's rmse: 3.70782 [444] valid_0's rmse: 3.46987 valid_1's rmse: 3.70787 [445] valid_0's rmse: 3.46894 valid_1's rmse: 3.7072 [446] valid_0's rmse: 3.46819 valid_1's rmse: 3.70728 [447] valid_0's rmse: 3.46764 valid_1's rmse: 3.70723 [448] valid_0's rmse: 3.46733 valid_1's rmse: 3.70687 [449] valid_0's rmse: 3.46625 valid_1's rmse: 3.70596 [450] valid_0's rmse: 3.4659 valid_1's rmse: 3.7058 [451] valid_0's rmse: 3.46534 valid_1's rmse: 3.7057 [452] valid_0's rmse: 3.46492 valid_1's rmse: 3.70569 [453] valid_0's rmse: 3.46442 valid_1's rmse: 3.7054 [454] valid_0's rmse: 3.46395 valid_1's rmse: 3.70514 [455] valid_0's rmse: 3.46367 valid_1's rmse: 3.70513 [456] valid_0's rmse: 3.46316 valid_1's rmse: 3.70484 [457] valid_0's rmse: 3.46267 valid_1's rmse: 3.70484 [458] valid_0's rmse: 3.46242 valid_1's rmse: 3.70476 [459] valid_0's rmse: 3.46207 valid_1's rmse: 3.7048 [460] valid_0's rmse: 3.46154 valid_1's rmse: 3.70463 [461] valid_0's rmse: 3.46088 valid_1's rmse: 3.70449 [462] valid_0's rmse: 3.4603 valid_1's rmse: 3.7046 [463] valid_0's rmse: 3.45993 valid_1's rmse: 3.70457 [464] valid_0's rmse: 3.45977 valid_1's rmse: 3.70447 [465] valid_0's rmse: 3.45913 valid_1's rmse: 3.70438 [466] valid_0's rmse: 3.45844 valid_1's rmse: 3.70392 [467] valid_0's rmse: 3.45814 valid_1's rmse: 3.7038 [468] valid_0's rmse: 3.45752 valid_1's rmse: 3.70352 [469] valid_0's rmse: 3.45699 valid_1's rmse: 3.70333 [470] valid_0's rmse: 3.45646 valid_1's rmse: 3.70307 [471] valid_0's rmse: 3.45601 valid_1's rmse: 3.70327 [472] valid_0's rmse: 3.45536 valid_1's rmse: 3.70343 [473] valid_0's rmse: 3.45486 valid_1's rmse: 3.70344 [474] valid_0's rmse: 3.45447 valid_1's rmse: 3.70331 [475] valid_0's rmse: 3.4538 valid_1's rmse: 3.70294 [476] valid_0's rmse: 3.45335 valid_1's rmse: 3.70263 [477] valid_0's rmse: 3.45313 valid_1's rmse: 3.70257 [478] valid_0's rmse: 3.45281 valid_1's rmse: 3.70259 [479] valid_0's rmse: 3.45207 valid_1's rmse: 3.70212 [480] valid_0's rmse: 3.45172 valid_1's rmse: 3.70221 [481] valid_0's rmse: 3.45124 valid_1's rmse: 3.70219 [482] valid_0's rmse: 3.45077 valid_1's rmse: 3.70239 [483] valid_0's rmse: 3.45022 valid_1's rmse: 3.70221 [484] valid_0's rmse: 3.44954 valid_1's rmse: 3.70185 [485] valid_0's rmse: 3.44911 valid_1's rmse: 3.70162 [486] valid_0's rmse: 3.44852 valid_1's rmse: 3.70189 [487] valid_0's rmse: 3.44811 valid_1's rmse: 3.70187 [488] valid_0's rmse: 3.44774 valid_1's rmse: 3.70187 [489] valid_0's rmse: 3.44745 valid_1's rmse: 3.70181 [490] valid_0's rmse: 3.44722 valid_1's rmse: 3.70179 [491] valid_0's rmse: 3.4465 valid_1's rmse: 3.70123 [492] valid_0's rmse: 3.44556 valid_1's rmse: 3.70043 [493] valid_0's rmse: 3.4448 valid_1's rmse: 3.69999 [494] valid_0's rmse: 3.44458 valid_1's rmse: 3.7 [495] valid_0's rmse: 3.44416 valid_1's rmse: 3.69999 [496] valid_0's rmse: 3.44356 valid_1's rmse: 3.70013 [497] valid_0's rmse: 3.44307 valid_1's rmse: 3.70007 [498] valid_0's rmse: 3.4428 valid_1's rmse: 3.69976 [499] valid_0's rmse: 3.44231 valid_1's rmse: 3.69958 [500] valid_0's rmse: 3.44199 valid_1's rmse: 3.69975 [501] valid_0's rmse: 3.44139 valid_1's rmse: 3.69942 [502] valid_0's rmse: 3.44092 valid_1's rmse: 3.69908 [503] valid_0's rmse: 3.44049 valid_1's rmse: 3.69913 [504] valid_0's rmse: 3.44011 valid_1's rmse: 3.69908 [505] valid_0's rmse: 3.43942 valid_1's rmse: 3.69892 [506] valid_0's rmse: 3.43897 valid_1's rmse: 3.69879 [507] valid_0's rmse: 3.43847 valid_1's rmse: 3.6987 [508] valid_0's rmse: 3.43796 valid_1's rmse: 3.69859 [509] valid_0's rmse: 3.43731 valid_1's rmse: 3.69803 [510] valid_0's rmse: 3.437 valid_1's rmse: 3.69791 [511] valid_0's rmse: 3.43651 valid_1's rmse: 3.69788 [512] valid_0's rmse: 3.43629 valid_1's rmse: 3.69791 [513] valid_0's rmse: 3.43613 valid_1's rmse: 3.69779 [514] valid_0's rmse: 3.43561 valid_1's rmse: 3.69778 [515] valid_0's rmse: 3.43519 valid_1's rmse: 3.69762 [516] valid_0's rmse: 3.43475 valid_1's rmse: 3.69736 [517] valid_0's rmse: 3.43438 valid_1's rmse: 3.69722 [518] valid_0's rmse: 3.43388 valid_1's rmse: 3.69724 [519] valid_0's rmse: 3.43335 valid_1's rmse: 3.6972 [520] valid_0's rmse: 3.43282 valid_1's rmse: 3.69713 [521] valid_0's rmse: 3.43236 valid_1's rmse: 3.69672 [522] valid_0's rmse: 3.4318 valid_1's rmse: 3.69651 [523] valid_0's rmse: 3.43129 valid_1's rmse: 3.69627 [524] valid_0's rmse: 3.43097 valid_1's rmse: 3.69622 [525] valid_0's rmse: 3.4304 valid_1's rmse: 3.69585 [526] valid_0's rmse: 3.42979 valid_1's rmse: 3.69605 [527] valid_0's rmse: 3.42926 valid_1's rmse: 3.69631 [528] valid_0's rmse: 3.42883 valid_1's rmse: 3.6963 [529] valid_0's rmse: 3.4285 valid_1's rmse: 3.69617 [530] valid_0's rmse: 3.42829 valid_1's rmse: 3.69639 [531] valid_0's rmse: 3.42775 valid_1's rmse: 3.69598 [532] valid_0's rmse: 3.42724 valid_1's rmse: 3.69591 [533] valid_0's rmse: 3.42683 valid_1's rmse: 3.69603 [534] valid_0's rmse: 3.42623 valid_1's rmse: 3.69556 [535] valid_0's rmse: 3.42596 valid_1's rmse: 3.69564 [536] valid_0's rmse: 3.42555 valid_1's rmse: 3.69567 [537] valid_0's rmse: 3.42515 valid_1's rmse: 3.69565 [538] valid_0's rmse: 3.42477 valid_1's rmse: 3.6957 [539] valid_0's rmse: 3.42453 valid_1's rmse: 3.69565 [540] valid_0's rmse: 3.42406 valid_1's rmse: 3.69578 [541] valid_0's rmse: 3.42356 valid_1's rmse: 3.69588 [542] valid_0's rmse: 3.42311 valid_1's rmse: 3.69612 [543] valid_0's rmse: 3.42276 valid_1's rmse: 3.69628 [544] valid_0's rmse: 3.42248 valid_1's rmse: 3.69658 [545] valid_0's rmse: 3.42226 valid_1's rmse: 3.69671 [546] valid_0's rmse: 3.42188 valid_1's rmse: 3.69679 [547] valid_0's rmse: 3.42145 valid_1's rmse: 3.69652 [548] valid_0's rmse: 3.42112 valid_1's rmse: 3.69667 [549] valid_0's rmse: 3.4206 valid_1's rmse: 3.69656 [550] valid_0's rmse: 3.42033 valid_1's rmse: 3.69659 [551] valid_0's rmse: 3.41995 valid_1's rmse: 3.69655 [552] valid_0's rmse: 3.41956 valid_1's rmse: 3.69655 [553] valid_0's rmse: 3.41887 valid_1's rmse: 3.69642 [554] valid_0's rmse: 3.41872 valid_1's rmse: 3.69637 Early stopping, best iteration is: [534] valid_0's rmse: 3.42623 valid_1's rmse: 3.69556 SCORE: 3.6955637027304453 [1] valid_0's rmse: 8.97221 valid_1's rmse: 8.93072 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37536 valid_1's rmse: 8.33559 [3] valid_0's rmse: 7.85547 valid_1's rmse: 7.81751 [4] valid_0's rmse: 7.38508 valid_1's rmse: 7.34829 [5] valid_0's rmse: 6.98834 valid_1's rmse: 6.95261 [6] valid_0's rmse: 6.64098 valid_1's rmse: 6.60606 [7] valid_0's rmse: 6.34676 valid_1's rmse: 6.31259 [8] valid_0's rmse: 6.08656 valid_1's rmse: 6.05309 [9] valid_0's rmse: 5.85648 valid_1's rmse: 5.82441 [10] valid_0's rmse: 5.64958 valid_1's rmse: 5.61814 [11] valid_0's rmse: 5.48315 valid_1's rmse: 5.45312 [12] valid_0's rmse: 5.34346 valid_1's rmse: 5.31447 [13] valid_0's rmse: 5.2254 valid_1's rmse: 5.19737 [14] valid_0's rmse: 5.11278 valid_1's rmse: 5.08628 [15] valid_0's rmse: 4.98542 valid_1's rmse: 4.95958 [16] valid_0's rmse: 4.89403 valid_1's rmse: 4.86842 [17] valid_0's rmse: 4.80215 valid_1's rmse: 4.77702 [18] valid_0's rmse: 4.72848 valid_1's rmse: 4.70368 [19] valid_0's rmse: 4.67598 valid_1's rmse: 4.65261 [20] valid_0's rmse: 4.60717 valid_1's rmse: 4.58423 [21] valid_0's rmse: 4.55495 valid_1's rmse: 4.53416 [22] valid_0's rmse: 4.5133 valid_1's rmse: 4.49247 [23] valid_0's rmse: 4.47694 valid_1's rmse: 4.45712 [24] valid_0's rmse: 4.44401 valid_1's rmse: 4.42478 [25] valid_0's rmse: 4.40076 valid_1's rmse: 4.38273 [26] valid_0's rmse: 4.37414 valid_1's rmse: 4.35662 [27] valid_0's rmse: 4.35009 valid_1's rmse: 4.33312 [28] valid_0's rmse: 4.3324 valid_1's rmse: 4.31758 [29] valid_0's rmse: 4.30921 valid_1's rmse: 4.29679 [30] valid_0's rmse: 4.28692 valid_1's rmse: 4.27459 [31] valid_0's rmse: 4.2671 valid_1's rmse: 4.25472 [32] valid_0's rmse: 4.23717 valid_1's rmse: 4.22495 [33] valid_0's rmse: 4.22459 valid_1's rmse: 4.21328 [34] valid_0's rmse: 4.19851 valid_1's rmse: 4.18796 [35] valid_0's rmse: 4.17646 valid_1's rmse: 4.16643 [36] valid_0's rmse: 4.16414 valid_1's rmse: 4.15472 [37] valid_0's rmse: 4.15349 valid_1's rmse: 4.14518 [38] valid_0's rmse: 4.14151 valid_1's rmse: 4.13402 [39] valid_0's rmse: 4.13392 valid_1's rmse: 4.12768 [40] valid_0's rmse: 4.12199 valid_1's rmse: 4.11661 [41] valid_0's rmse: 4.11084 valid_1's rmse: 4.10592 [42] valid_0's rmse: 4.10274 valid_1's rmse: 4.09816 [43] valid_0's rmse: 4.0891 valid_1's rmse: 4.08574 [44] valid_0's rmse: 4.07225 valid_1's rmse: 4.06986 [45] valid_0's rmse: 4.06332 valid_1's rmse: 4.06214 [46] valid_0's rmse: 4.05771 valid_1's rmse: 4.05686 [47] valid_0's rmse: 4.05293 valid_1's rmse: 4.0551 [48] valid_0's rmse: 4.04585 valid_1's rmse: 4.04898 [49] valid_0's rmse: 4.03456 valid_1's rmse: 4.03811 [50] valid_0's rmse: 4.02551 valid_1's rmse: 4.02943 [51] valid_0's rmse: 4.0134 valid_1's rmse: 4.01776 [52] valid_0's rmse: 4.00721 valid_1's rmse: 4.0133 [53] valid_0's rmse: 4.00163 valid_1's rmse: 4.00887 [54] valid_0's rmse: 3.99692 valid_1's rmse: 4.00625 [55] valid_0's rmse: 3.9865 valid_1's rmse: 3.996 [56] valid_0's rmse: 3.98074 valid_1's rmse: 3.99078 [57] valid_0's rmse: 3.97651 valid_1's rmse: 3.98743 [58] valid_0's rmse: 3.97076 valid_1's rmse: 3.98251 [59] valid_0's rmse: 3.96707 valid_1's rmse: 3.97992 [60] valid_0's rmse: 3.95925 valid_1's rmse: 3.97289 [61] valid_0's rmse: 3.95492 valid_1's rmse: 3.97021 [62] valid_0's rmse: 3.94839 valid_1's rmse: 3.96465 [63] valid_0's rmse: 3.94395 valid_1's rmse: 3.96111 [64] valid_0's rmse: 3.93774 valid_1's rmse: 3.95548 [65] valid_0's rmse: 3.93109 valid_1's rmse: 3.94926 [66] valid_0's rmse: 3.92756 valid_1's rmse: 3.9466 [67] valid_0's rmse: 3.92137 valid_1's rmse: 3.94082 [68] valid_0's rmse: 3.91758 valid_1's rmse: 3.93792 [69] valid_0's rmse: 3.91129 valid_1's rmse: 3.9321 [70] valid_0's rmse: 3.90549 valid_1's rmse: 3.92692 [71] valid_0's rmse: 3.90127 valid_1's rmse: 3.92331 [72] valid_0's rmse: 3.89693 valid_1's rmse: 3.91956 [73] valid_0's rmse: 3.89406 valid_1's rmse: 3.91797 [74] valid_0's rmse: 3.89069 valid_1's rmse: 3.91654 [75] valid_0's rmse: 3.88524 valid_1's rmse: 3.91182 [76] valid_0's rmse: 3.87908 valid_1's rmse: 3.90574 [77] valid_0's rmse: 3.87249 valid_1's rmse: 3.90011 [78] valid_0's rmse: 3.86933 valid_1's rmse: 3.8977 [79] valid_0's rmse: 3.8661 valid_1's rmse: 3.89507 [80] valid_0's rmse: 3.86079 valid_1's rmse: 3.88988 [81] valid_0's rmse: 3.85502 valid_1's rmse: 3.88429 [82] valid_0's rmse: 3.85204 valid_1's rmse: 3.8823 [83] valid_0's rmse: 3.84841 valid_1's rmse: 3.87974 [84] valid_0's rmse: 3.84548 valid_1's rmse: 3.87772 [85] valid_0's rmse: 3.84223 valid_1's rmse: 3.87719 [86] valid_0's rmse: 3.83986 valid_1's rmse: 3.87545 [87] valid_0's rmse: 3.83532 valid_1's rmse: 3.87098 [88] valid_0's rmse: 3.83281 valid_1's rmse: 3.87072 [89] valid_0's rmse: 3.83073 valid_1's rmse: 3.86947 [90] valid_0's rmse: 3.82714 valid_1's rmse: 3.86663 [91] valid_0's rmse: 3.82426 valid_1's rmse: 3.86456 [92] valid_0's rmse: 3.82086 valid_1's rmse: 3.862 [93] valid_0's rmse: 3.8163 valid_1's rmse: 3.85753 [94] valid_0's rmse: 3.81422 valid_1's rmse: 3.85723 [95] valid_0's rmse: 3.80924 valid_1's rmse: 3.85251 [96] valid_0's rmse: 3.80698 valid_1's rmse: 3.85052 [97] valid_0's rmse: 3.80166 valid_1's rmse: 3.84549 [98] valid_0's rmse: 3.79824 valid_1's rmse: 3.84243 [99] valid_0's rmse: 3.79631 valid_1's rmse: 3.84135 [100] valid_0's rmse: 3.79314 valid_1's rmse: 3.83859 [101] valid_0's rmse: 3.7903 valid_1's rmse: 3.8367 [102] valid_0's rmse: 3.78618 valid_1's rmse: 3.83302 [103] valid_0's rmse: 3.78423 valid_1's rmse: 3.83239 [104] valid_0's rmse: 3.78243 valid_1's rmse: 3.83192 [105] valid_0's rmse: 3.77953 valid_1's rmse: 3.8306 [106] valid_0's rmse: 3.7771 valid_1's rmse: 3.82955 [107] valid_0's rmse: 3.77298 valid_1's rmse: 3.826 [108] valid_0's rmse: 3.76995 valid_1's rmse: 3.82517 [109] valid_0's rmse: 3.76848 valid_1's rmse: 3.82475 [110] valid_0's rmse: 3.76703 valid_1's rmse: 3.82434 [111] valid_0's rmse: 3.7643 valid_1's rmse: 3.82286 [112] valid_0's rmse: 3.76241 valid_1's rmse: 3.82267 [113] valid_0's rmse: 3.76026 valid_1's rmse: 3.82125 [114] valid_0's rmse: 3.75739 valid_1's rmse: 3.81885 [115] valid_0's rmse: 3.75595 valid_1's rmse: 3.81848 [116] valid_0's rmse: 3.75353 valid_1's rmse: 3.81634 [117] valid_0's rmse: 3.75204 valid_1's rmse: 3.81565 [118] valid_0's rmse: 3.7499 valid_1's rmse: 3.81405 [119] valid_0's rmse: 3.74777 valid_1's rmse: 3.81272 [120] valid_0's rmse: 3.74576 valid_1's rmse: 3.8124 [121] valid_0's rmse: 3.74318 valid_1's rmse: 3.81054 [122] valid_0's rmse: 3.74053 valid_1's rmse: 3.80831 [123] valid_0's rmse: 3.73856 valid_1's rmse: 3.8068 [124] valid_0's rmse: 3.7365 valid_1's rmse: 3.8052 [125] valid_0's rmse: 3.7347 valid_1's rmse: 3.80391 [126] valid_0's rmse: 3.73314 valid_1's rmse: 3.80304 [127] valid_0's rmse: 3.73117 valid_1's rmse: 3.80182 [128] valid_0's rmse: 3.72981 valid_1's rmse: 3.80144 [129] valid_0's rmse: 3.72777 valid_1's rmse: 3.79972 [130] valid_0's rmse: 3.7266 valid_1's rmse: 3.7991 [131] valid_0's rmse: 3.72376 valid_1's rmse: 3.79676 [132] valid_0's rmse: 3.72148 valid_1's rmse: 3.79556 [133] valid_0's rmse: 3.71833 valid_1's rmse: 3.79284 [134] valid_0's rmse: 3.71621 valid_1's rmse: 3.7909 [135] valid_0's rmse: 3.71486 valid_1's rmse: 3.79049 [136] valid_0's rmse: 3.71282 valid_1's rmse: 3.78864 [137] valid_0's rmse: 3.71141 valid_1's rmse: 3.78795 [138] valid_0's rmse: 3.71002 valid_1's rmse: 3.78684 [139] valid_0's rmse: 3.70778 valid_1's rmse: 3.7853 [140] valid_0's rmse: 3.70615 valid_1's rmse: 3.78415 [141] valid_0's rmse: 3.70442 valid_1's rmse: 3.78378 [142] valid_0's rmse: 3.70283 valid_1's rmse: 3.78266 [143] valid_0's rmse: 3.70117 valid_1's rmse: 3.78212 [144] valid_0's rmse: 3.69953 valid_1's rmse: 3.78236 [145] valid_0's rmse: 3.69807 valid_1's rmse: 3.78128 [146] valid_0's rmse: 3.69561 valid_1's rmse: 3.77965 [147] valid_0's rmse: 3.6939 valid_1's rmse: 3.77815 [148] valid_0's rmse: 3.69258 valid_1's rmse: 3.77812 [149] valid_0's rmse: 3.69116 valid_1's rmse: 3.77777 [150] valid_0's rmse: 3.68969 valid_1's rmse: 3.77647 [151] valid_0's rmse: 3.68867 valid_1's rmse: 3.77595 [152] valid_0's rmse: 3.68766 valid_1's rmse: 3.77561 [153] valid_0's rmse: 3.68633 valid_1's rmse: 3.77482 [154] valid_0's rmse: 3.68498 valid_1's rmse: 3.77455 [155] valid_0's rmse: 3.68331 valid_1's rmse: 3.77299 [156] valid_0's rmse: 3.68121 valid_1's rmse: 3.7715 [157] valid_0's rmse: 3.67646 valid_1's rmse: 3.76798 [158] valid_0's rmse: 3.67539 valid_1's rmse: 3.76737 [159] valid_0's rmse: 3.67399 valid_1's rmse: 3.76696 [160] valid_0's rmse: 3.673 valid_1's rmse: 3.76672 [161] valid_0's rmse: 3.6714 valid_1's rmse: 3.76602 [162] valid_0's rmse: 3.66948 valid_1's rmse: 3.76487 [163] valid_0's rmse: 3.6677 valid_1's rmse: 3.76449 [164] valid_0's rmse: 3.66666 valid_1's rmse: 3.7637 [165] valid_0's rmse: 3.66557 valid_1's rmse: 3.76388 [166] valid_0's rmse: 3.6644 valid_1's rmse: 3.76306 [167] valid_0's rmse: 3.66217 valid_1's rmse: 3.76252 [168] valid_0's rmse: 3.66075 valid_1's rmse: 3.76149 [169] valid_0's rmse: 3.65904 valid_1's rmse: 3.76046 [170] valid_0's rmse: 3.658 valid_1's rmse: 3.76008 [171] valid_0's rmse: 3.65701 valid_1's rmse: 3.75987 [172] valid_0's rmse: 3.65505 valid_1's rmse: 3.75841 [173] valid_0's rmse: 3.65387 valid_1's rmse: 3.75779 [174] valid_0's rmse: 3.65129 valid_1's rmse: 3.75572 [175] valid_0's rmse: 3.64949 valid_1's rmse: 3.75546 [176] valid_0's rmse: 3.64595 valid_1's rmse: 3.75228 [177] valid_0's rmse: 3.64457 valid_1's rmse: 3.75176 [178] valid_0's rmse: 3.64352 valid_1's rmse: 3.75124 [179] valid_0's rmse: 3.64142 valid_1's rmse: 3.74945 [180] valid_0's rmse: 3.63953 valid_1's rmse: 3.74801 [181] valid_0's rmse: 3.6387 valid_1's rmse: 3.74806 [182] valid_0's rmse: 3.63671 valid_1's rmse: 3.74815 [183] valid_0's rmse: 3.63592 valid_1's rmse: 3.74803 [184] valid_0's rmse: 3.63473 valid_1's rmse: 3.74811 [185] valid_0's rmse: 3.63358 valid_1's rmse: 3.74761 [186] valid_0's rmse: 3.63205 valid_1's rmse: 3.74636 [187] valid_0's rmse: 3.63142 valid_1's rmse: 3.74629 [188] valid_0's rmse: 3.63056 valid_1's rmse: 3.74607 [189] valid_0's rmse: 3.62933 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[338] valid_0's rmse: 3.49274 valid_1's rmse: 3.69989 [339] valid_0's rmse: 3.49146 valid_1's rmse: 3.69884 [340] valid_0's rmse: 3.49082 valid_1's rmse: 3.69845 [341] valid_0's rmse: 3.49001 valid_1's rmse: 3.69872 [342] valid_0's rmse: 3.4891 valid_1's rmse: 3.69879 [343] valid_0's rmse: 3.48861 valid_1's rmse: 3.69879 [344] valid_0's rmse: 3.48799 valid_1's rmse: 3.69853 [345] valid_0's rmse: 3.48698 valid_1's rmse: 3.69841 [346] valid_0's rmse: 3.4862 valid_1's rmse: 3.69832 [347] valid_0's rmse: 3.48546 valid_1's rmse: 3.69781 [348] valid_0's rmse: 3.4849 valid_1's rmse: 3.69748 [349] valid_0's rmse: 3.48437 valid_1's rmse: 3.69729 [350] valid_0's rmse: 3.48381 valid_1's rmse: 3.69708 [351] valid_0's rmse: 3.48342 valid_1's rmse: 3.6969 [352] valid_0's rmse: 3.4827 valid_1's rmse: 3.69663 [353] valid_0's rmse: 3.48191 valid_1's rmse: 3.69661 [354] valid_0's rmse: 3.481 valid_1's rmse: 3.69606 [355] valid_0's rmse: 3.48022 valid_1's rmse: 3.69575 [356] valid_0's rmse: 3.47961 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3.68428 [431] valid_0's rmse: 3.43244 valid_1's rmse: 3.684 [432] valid_0's rmse: 3.43161 valid_1's rmse: 3.68343 [433] valid_0's rmse: 3.43113 valid_1's rmse: 3.68336 [434] valid_0's rmse: 3.43082 valid_1's rmse: 3.68314 [435] valid_0's rmse: 3.43004 valid_1's rmse: 3.68268 [436] valid_0's rmse: 3.42954 valid_1's rmse: 3.68271 [437] valid_0's rmse: 3.42879 valid_1's rmse: 3.68231 [438] valid_0's rmse: 3.42813 valid_1's rmse: 3.68216 [439] valid_0's rmse: 3.42738 valid_1's rmse: 3.68155 [440] valid_0's rmse: 3.42647 valid_1's rmse: 3.68134 [441] valid_0's rmse: 3.42579 valid_1's rmse: 3.68147 [442] valid_0's rmse: 3.42499 valid_1's rmse: 3.68155 [443] valid_0's rmse: 3.42436 valid_1's rmse: 3.68145 [444] valid_0's rmse: 3.42338 valid_1's rmse: 3.68164 [445] valid_0's rmse: 3.42276 valid_1's rmse: 3.68179 [446] valid_0's rmse: 3.4224 valid_1's rmse: 3.68168 [447] valid_0's rmse: 3.42175 valid_1's rmse: 3.68161 [448] valid_0's rmse: 3.4212 valid_1's rmse: 3.68171 [449] valid_0's rmse: 3.42054 valid_1's rmse: 3.6814 [450] valid_0's rmse: 3.41989 valid_1's rmse: 3.68105 [451] valid_0's rmse: 3.41928 valid_1's rmse: 3.68121 [452] valid_0's rmse: 3.41874 valid_1's rmse: 3.68081 [453] valid_0's rmse: 3.41828 valid_1's rmse: 3.68063 [454] valid_0's rmse: 3.41779 valid_1's rmse: 3.68079 [455] valid_0's rmse: 3.41733 valid_1's rmse: 3.68059 [456] valid_0's rmse: 3.41688 valid_1's rmse: 3.68046 [457] valid_0's rmse: 3.41647 valid_1's rmse: 3.68039 [458] valid_0's rmse: 3.41614 valid_1's rmse: 3.68029 [459] valid_0's rmse: 3.41562 valid_1's rmse: 3.68071 [460] valid_0's rmse: 3.41517 valid_1's rmse: 3.68051 [461] valid_0's rmse: 3.4146 valid_1's rmse: 3.68042 [462] valid_0's rmse: 3.41381 valid_1's rmse: 3.68028 [463] valid_0's rmse: 3.4136 valid_1's rmse: 3.68028 [464] valid_0's rmse: 3.41311 valid_1's rmse: 3.68012 [465] valid_0's rmse: 3.41255 valid_1's rmse: 3.67983 [466] valid_0's rmse: 3.41176 valid_1's rmse: 3.67958 [467] valid_0's rmse: 3.41128 valid_1's rmse: 3.67953 [468] valid_0's rmse: 3.41071 valid_1's rmse: 3.67914 [469] valid_0's rmse: 3.41013 valid_1's rmse: 3.67856 [470] valid_0's rmse: 3.40991 valid_1's rmse: 3.67856 [471] valid_0's rmse: 3.40936 valid_1's rmse: 3.67851 [472] valid_0's rmse: 3.40876 valid_1's rmse: 3.67833 [473] valid_0's rmse: 3.40803 valid_1's rmse: 3.67841 [474] valid_0's rmse: 3.40784 valid_1's rmse: 3.67847 [475] valid_0's rmse: 3.40725 valid_1's rmse: 3.67833 [476] valid_0's rmse: 3.40678 valid_1's rmse: 3.67825 [477] valid_0's rmse: 3.40645 valid_1's rmse: 3.67815 [478] valid_0's rmse: 3.40588 valid_1's rmse: 3.67792 [479] valid_0's rmse: 3.40543 valid_1's rmse: 3.67781 [480] valid_0's rmse: 3.40485 valid_1's rmse: 3.67769 [481] valid_0's rmse: 3.40462 valid_1's rmse: 3.67755 [482] valid_0's rmse: 3.40418 valid_1's rmse: 3.67738 [483] valid_0's rmse: 3.40368 valid_1's rmse: 3.67714 [484] valid_0's rmse: 3.40286 valid_1's rmse: 3.67701 [485] valid_0's rmse: 3.40226 valid_1's rmse: 3.67661 [486] valid_0's rmse: 3.40169 valid_1's rmse: 3.67648 [487] valid_0's rmse: 3.4011 valid_1's rmse: 3.67641 [488] valid_0's rmse: 3.40055 valid_1's rmse: 3.67625 [489] valid_0's rmse: 3.40012 valid_1's rmse: 3.67613 [490] valid_0's rmse: 3.39941 valid_1's rmse: 3.6758 [491] valid_0's rmse: 3.39866 valid_1's rmse: 3.67561 [492] valid_0's rmse: 3.39805 valid_1's rmse: 3.67546 [493] valid_0's rmse: 3.39713 valid_1's rmse: 3.67499 [494] valid_0's rmse: 3.39658 valid_1's rmse: 3.67497 [495] valid_0's rmse: 3.3961 valid_1's rmse: 3.675 [496] valid_0's rmse: 3.39572 valid_1's rmse: 3.675 [497] valid_0's rmse: 3.39535 valid_1's rmse: 3.6751 [498] valid_0's rmse: 3.3949 valid_1's rmse: 3.67503 [499] valid_0's rmse: 3.39451 valid_1's rmse: 3.67482 [500] valid_0's rmse: 3.39393 valid_1's rmse: 3.67473 [501] valid_0's rmse: 3.39348 valid_1's rmse: 3.67471 [502] valid_0's rmse: 3.39295 valid_1's rmse: 3.67445 [503] valid_0's rmse: 3.39252 valid_1's rmse: 3.67443 [504] valid_0's rmse: 3.39202 valid_1's rmse: 3.67449 [505] valid_0's rmse: 3.39142 valid_1's rmse: 3.67438 [506] valid_0's rmse: 3.39104 valid_1's rmse: 3.67434 [507] valid_0's rmse: 3.39053 valid_1's rmse: 3.67428 [508] valid_0's rmse: 3.38991 valid_1's rmse: 3.67414 [509] valid_0's rmse: 3.38946 valid_1's rmse: 3.67428 [510] valid_0's rmse: 3.389 valid_1's rmse: 3.67415 [511] valid_0's rmse: 3.38857 valid_1's rmse: 3.67415 [512] valid_0's rmse: 3.38821 valid_1's rmse: 3.67417 [513] valid_0's rmse: 3.38771 valid_1's rmse: 3.67451 [514] valid_0's rmse: 3.38698 valid_1's rmse: 3.67415 [515] valid_0's rmse: 3.38633 valid_1's rmse: 3.67366 [516] valid_0's rmse: 3.38563 valid_1's rmse: 3.67346 [517] valid_0's rmse: 3.38526 valid_1's rmse: 3.67343 [518] valid_0's rmse: 3.38489 valid_1's rmse: 3.67362 [519] valid_0's rmse: 3.38403 valid_1's rmse: 3.67325 [520] valid_0's rmse: 3.38353 valid_1's rmse: 3.67336 [521] valid_0's rmse: 3.38306 valid_1's rmse: 3.67327 [522] valid_0's rmse: 3.3822 valid_1's rmse: 3.67325 [523] valid_0's rmse: 3.38173 valid_1's rmse: 3.673 [524] valid_0's rmse: 3.38124 valid_1's rmse: 3.67284 [525] valid_0's rmse: 3.38056 valid_1's rmse: 3.67283 [526] valid_0's rmse: 3.37992 valid_1's rmse: 3.67253 [527] valid_0's rmse: 3.3797 valid_1's rmse: 3.67244 [528] valid_0's rmse: 3.37907 valid_1's rmse: 3.67208 [529] valid_0's rmse: 3.37867 valid_1's rmse: 3.67194 [530] valid_0's rmse: 3.37831 valid_1's rmse: 3.67187 [531] valid_0's rmse: 3.37768 valid_1's rmse: 3.67145 [532] valid_0's rmse: 3.37742 valid_1's rmse: 3.67141 [533] valid_0's rmse: 3.37692 valid_1's rmse: 3.67146 [534] valid_0's rmse: 3.37649 valid_1's rmse: 3.6714 [535] valid_0's rmse: 3.37597 valid_1's rmse: 3.67145 [536] valid_0's rmse: 3.37543 valid_1's rmse: 3.67158 [537] valid_0's rmse: 3.37503 valid_1's rmse: 3.67149 [538] valid_0's rmse: 3.37464 valid_1's rmse: 3.67142 [539] valid_0's rmse: 3.37427 valid_1's rmse: 3.67137 [540] valid_0's rmse: 3.37374 valid_1's rmse: 3.67113 [541] valid_0's rmse: 3.37345 valid_1's rmse: 3.67122 [542] valid_0's rmse: 3.3733 valid_1's rmse: 3.67124 [543] valid_0's rmse: 3.37295 valid_1's rmse: 3.67114 [544] valid_0's rmse: 3.37255 valid_1's rmse: 3.67124 [545] valid_0's rmse: 3.37221 valid_1's rmse: 3.6711 [546] valid_0's rmse: 3.37179 valid_1's rmse: 3.67104 [547] valid_0's rmse: 3.37147 valid_1's rmse: 3.6711 [548] valid_0's rmse: 3.37099 valid_1's rmse: 3.67123 [549] valid_0's rmse: 3.3707 valid_1's rmse: 3.67146 [550] valid_0's rmse: 3.37021 valid_1's rmse: 3.67146 [551] valid_0's rmse: 3.37007 valid_1's rmse: 3.67143 [552] valid_0's rmse: 3.36988 valid_1's rmse: 3.67146 [553] valid_0's rmse: 3.36936 valid_1's rmse: 3.67131 [554] valid_0's rmse: 3.36905 valid_1's rmse: 3.67135 [555] valid_0's rmse: 3.36862 valid_1's rmse: 3.67133 [556] valid_0's rmse: 3.36833 valid_1's rmse: 3.67128 [557] valid_0's rmse: 3.36803 valid_1's rmse: 3.67117 [558] valid_0's rmse: 3.36762 valid_1's rmse: 3.67108 [559] valid_0's rmse: 3.36712 valid_1's rmse: 3.67132 [560] valid_0's rmse: 3.36663 valid_1's rmse: 3.67122 [561] valid_0's rmse: 3.36624 valid_1's rmse: 3.67116 [562] valid_0's rmse: 3.36567 valid_1's rmse: 3.6712 [563] valid_0's rmse: 3.3652 valid_1's rmse: 3.67137 [564] valid_0's rmse: 3.3647 valid_1's rmse: 3.67133 [565] valid_0's rmse: 3.36419 valid_1's rmse: 3.67099 [566] valid_0's rmse: 3.36361 valid_1's rmse: 3.67086 [567] valid_0's rmse: 3.36308 valid_1's rmse: 3.67073 [568] valid_0's rmse: 3.36242 valid_1's rmse: 3.67018 [569] valid_0's rmse: 3.36206 valid_1's rmse: 3.67026 [570] valid_0's rmse: 3.3614 valid_1's rmse: 3.66991 [571] valid_0's rmse: 3.3607 valid_1's rmse: 3.66955 [572] valid_0's rmse: 3.36036 valid_1's rmse: 3.6696 [573] valid_0's rmse: 3.35985 valid_1's rmse: 3.66929 [574] valid_0's rmse: 3.35923 valid_1's rmse: 3.66881 [575] valid_0's rmse: 3.35877 valid_1's rmse: 3.66858 [576] valid_0's rmse: 3.3582 valid_1's rmse: 3.66836 [577] valid_0's rmse: 3.35774 valid_1's rmse: 3.66845 [578] valid_0's rmse: 3.35744 valid_1's rmse: 3.66844 [579] valid_0's rmse: 3.35715 valid_1's rmse: 3.66842 [580] valid_0's rmse: 3.35669 valid_1's rmse: 3.66829 [581] valid_0's rmse: 3.35621 valid_1's rmse: 3.66806 [582] valid_0's rmse: 3.35562 valid_1's rmse: 3.66824 [583] valid_0's rmse: 3.35519 valid_1's rmse: 3.66803 [584] valid_0's rmse: 3.35481 valid_1's rmse: 3.66787 [585] valid_0's rmse: 3.35446 valid_1's rmse: 3.66786 [586] valid_0's rmse: 3.35405 valid_1's rmse: 3.66801 [587] valid_0's rmse: 3.3537 valid_1's rmse: 3.66794 [588] valid_0's rmse: 3.35333 valid_1's rmse: 3.66778 [589] valid_0's rmse: 3.353 valid_1's rmse: 3.66787 [590] valid_0's rmse: 3.35259 valid_1's rmse: 3.6679 [591] valid_0's rmse: 3.35212 valid_1's rmse: 3.66799 [592] valid_0's rmse: 3.35164 valid_1's rmse: 3.66778 [593] valid_0's rmse: 3.35123 valid_1's rmse: 3.66794 [594] valid_0's rmse: 3.35088 valid_1's rmse: 3.66792 [595] valid_0's rmse: 3.35074 valid_1's rmse: 3.66789 [596] valid_0's rmse: 3.35022 valid_1's rmse: 3.66783 [597] valid_0's rmse: 3.3497 valid_1's rmse: 3.66759 [598] valid_0's rmse: 3.34935 valid_1's rmse: 3.66753 [599] valid_0's rmse: 3.34864 valid_1's rmse: 3.66762 [600] valid_0's rmse: 3.34806 valid_1's rmse: 3.66738 [601] valid_0's rmse: 3.34772 valid_1's rmse: 3.66746 [602] valid_0's rmse: 3.34729 valid_1's rmse: 3.66739 [603] valid_0's rmse: 3.34684 valid_1's rmse: 3.66724 [604] valid_0's rmse: 3.3465 valid_1's rmse: 3.66727 [605] valid_0's rmse: 3.34612 valid_1's rmse: 3.66721 [606] valid_0's rmse: 3.34576 valid_1's rmse: 3.6671 [607] valid_0's rmse: 3.3451 valid_1's rmse: 3.66682 [608] valid_0's rmse: 3.34476 valid_1's rmse: 3.66671 [609] valid_0's rmse: 3.34425 valid_1's rmse: 3.66636 [610] valid_0's rmse: 3.34386 valid_1's rmse: 3.66652 [611] valid_0's rmse: 3.34344 valid_1's rmse: 3.66636 [612] valid_0's rmse: 3.34305 valid_1's rmse: 3.66615 [613] valid_0's rmse: 3.34273 valid_1's rmse: 3.66612 [614] valid_0's rmse: 3.34232 valid_1's rmse: 3.66598 [615] valid_0's rmse: 3.34182 valid_1's rmse: 3.66598 [616] valid_0's rmse: 3.3414 valid_1's rmse: 3.66575 [617] valid_0's rmse: 3.34077 valid_1's rmse: 3.66551 [618] valid_0's rmse: 3.3405 valid_1's rmse: 3.66544 [619] valid_0's rmse: 3.3399 valid_1's rmse: 3.66533 [620] valid_0's rmse: 3.33942 valid_1's rmse: 3.66505 [621] valid_0's rmse: 3.33908 valid_1's rmse: 3.66498 [622] valid_0's rmse: 3.33879 valid_1's rmse: 3.6648 [623] valid_0's rmse: 3.33851 valid_1's rmse: 3.66483 [624] valid_0's rmse: 3.33804 valid_1's rmse: 3.66471 [625] valid_0's rmse: 3.33749 valid_1's rmse: 3.66443 [626] valid_0's rmse: 3.33695 valid_1's rmse: 3.66445 [627] valid_0's rmse: 3.33647 valid_1's rmse: 3.6643 [628] valid_0's rmse: 3.33618 valid_1's rmse: 3.66407 [629] valid_0's rmse: 3.33551 valid_1's rmse: 3.66371 [630] valid_0's rmse: 3.33473 valid_1's rmse: 3.66337 [631] valid_0's rmse: 3.33435 valid_1's rmse: 3.66358 [632] valid_0's rmse: 3.33358 valid_1's rmse: 3.66322 [633] valid_0's rmse: 3.33308 valid_1's rmse: 3.66308 [634] valid_0's rmse: 3.33259 valid_1's rmse: 3.66276 [635] valid_0's rmse: 3.33211 valid_1's rmse: 3.66239 [636] valid_0's rmse: 3.33168 valid_1's rmse: 3.66223 [637] valid_0's rmse: 3.33113 valid_1's rmse: 3.66216 [638] valid_0's rmse: 3.33078 valid_1's rmse: 3.66225 [639] valid_0's rmse: 3.33027 valid_1's rmse: 3.66216 [640] valid_0's rmse: 3.3297 valid_1's rmse: 3.66218 [641] valid_0's rmse: 3.3293 valid_1's rmse: 3.66215 [642] valid_0's rmse: 3.32872 valid_1's rmse: 3.66256 [643] valid_0's rmse: 3.32845 valid_1's rmse: 3.66257 [644] valid_0's rmse: 3.32798 valid_1's rmse: 3.66271 [645] valid_0's rmse: 3.32773 valid_1's rmse: 3.66275 [646] valid_0's rmse: 3.32749 valid_1's rmse: 3.66267 [647] valid_0's rmse: 3.32718 valid_1's rmse: 3.66281 [648] valid_0's rmse: 3.32689 valid_1's rmse: 3.6629 [649] valid_0's rmse: 3.32658 valid_1's rmse: 3.66303 [650] valid_0's rmse: 3.32629 valid_1's rmse: 3.66302 [651] valid_0's rmse: 3.32591 valid_1's rmse: 3.66315 [652] valid_0's rmse: 3.32573 valid_1's rmse: 3.66319 [653] valid_0's rmse: 3.32542 valid_1's rmse: 3.66318 [654] valid_0's rmse: 3.32511 valid_1's rmse: 3.66333 [655] valid_0's rmse: 3.32466 valid_1's rmse: 3.6636 [656] valid_0's rmse: 3.32435 valid_1's rmse: 3.66365 [657] valid_0's rmse: 3.32382 valid_1's rmse: 3.66346 [658] valid_0's rmse: 3.3234 valid_1's rmse: 3.66348 [659] valid_0's rmse: 3.3232 valid_1's rmse: 3.66356 [660] valid_0's rmse: 3.32276 valid_1's rmse: 3.66338 [661] valid_0's rmse: 3.32245 valid_1's rmse: 3.66337 Early stopping, best iteration is: [641] valid_0's rmse: 3.3293 valid_1's rmse: 3.66215 SCORE: 3.6621476586686557 [1] valid_0's rmse: 8.97761 valid_1's rmse: 8.93721 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.38979 valid_1's rmse: 8.35098 [3] valid_0's rmse: 7.86415 valid_1's rmse: 7.82681 [4] valid_0's rmse: 7.40027 valid_1's rmse: 7.36413 [5] valid_0's rmse: 7.01067 valid_1's rmse: 6.97616 [6] valid_0's rmse: 6.66359 valid_1's rmse: 6.63012 [7] valid_0's rmse: 6.37044 valid_1's rmse: 6.33827 [8] valid_0's rmse: 6.10789 valid_1's rmse: 6.07679 [9] valid_0's rmse: 5.88146 valid_1's rmse: 5.85118 [10] valid_0's rmse: 5.69029 valid_1's rmse: 5.66056 [11] valid_0's rmse: 5.51549 valid_1's rmse: 5.48719 [12] valid_0's rmse: 5.35975 valid_1's rmse: 5.33272 [13] valid_0's rmse: 5.22916 valid_1's rmse: 5.20298 [14] valid_0's rmse: 5.11892 valid_1's rmse: 5.09387 [15] valid_0's rmse: 5.00938 valid_1's rmse: 4.98489 [16] valid_0's rmse: 4.89179 valid_1's rmse: 4.86795 [17] valid_0's rmse: 4.80048 valid_1's rmse: 4.77778 [18] valid_0's rmse: 4.73614 valid_1's rmse: 4.71348 [19] valid_0's rmse: 4.6582 valid_1's rmse: 4.6363 [20] valid_0's rmse: 4.61538 valid_1's rmse: 4.59435 [21] valid_0's rmse: 4.56022 valid_1's rmse: 4.53919 [22] valid_0's rmse: 4.51845 valid_1's rmse: 4.49875 [23] valid_0's rmse: 4.48112 valid_1's rmse: 4.46227 [24] valid_0's rmse: 4.44416 valid_1's rmse: 4.42571 [25] valid_0's rmse: 4.40147 valid_1's rmse: 4.38395 [26] valid_0's rmse: 4.37151 valid_1's rmse: 4.35431 [27] valid_0's rmse: 4.35014 valid_1's rmse: 4.33343 [28] valid_0's rmse: 4.31115 valid_1's rmse: 4.29476 [29] valid_0's rmse: 4.28989 valid_1's rmse: 4.27459 [30] valid_0's rmse: 4.27113 valid_1's rmse: 4.25634 [31] valid_0's rmse: 4.25126 valid_1's rmse: 4.23743 [32] valid_0's rmse: 4.22121 valid_1's rmse: 4.20812 [33] valid_0's rmse: 4.20297 valid_1's rmse: 4.19081 [34] valid_0's rmse: 4.17781 valid_1's rmse: 4.16612 [35] valid_0's rmse: 4.15745 valid_1's rmse: 4.14644 [36] valid_0's rmse: 4.14849 valid_1's rmse: 4.13803 [37] valid_0's rmse: 4.13709 valid_1's rmse: 4.12741 [38] valid_0's rmse: 4.12596 valid_1's rmse: 4.11692 [39] valid_0's rmse: 4.11813 valid_1's rmse: 4.11039 [40] valid_0's rmse: 4.1048 valid_1's rmse: 4.09742 [41] valid_0's rmse: 4.08904 valid_1's rmse: 4.08173 [42] valid_0's rmse: 4.08191 valid_1's rmse: 4.07692 [43] valid_0's rmse: 4.07514 valid_1's rmse: 4.07134 [44] valid_0's rmse: 4.06779 valid_1's rmse: 4.06487 [45] valid_0's rmse: 4.05961 valid_1's rmse: 4.05953 [46] valid_0's rmse: 4.05331 valid_1's rmse: 4.05397 [47] valid_0's rmse: 4.0478 valid_1's rmse: 4.05003 [48] valid_0's rmse: 4.03685 valid_1's rmse: 4.03896 [49] valid_0's rmse: 4.03222 valid_1's rmse: 4.03503 [50] valid_0's rmse: 4.02456 valid_1's rmse: 4.02856 [51] valid_0's rmse: 4.01366 valid_1's rmse: 4.01797 [52] valid_0's rmse: 4.0073 valid_1's rmse: 4.01395 [53] valid_0's rmse: 4.00198 valid_1's rmse: 4.01078 [54] valid_0's rmse: 3.9941 valid_1's rmse: 4.0035 [55] valid_0's rmse: 3.98868 valid_1's rmse: 3.99857 [56] valid_0's rmse: 3.98297 valid_1's rmse: 3.99364 [57] valid_0's rmse: 3.97188 valid_1's rmse: 3.98271 [58] valid_0's rmse: 3.96497 valid_1's rmse: 3.97616 [59] valid_0's rmse: 3.96051 valid_1's rmse: 3.97201 [60] valid_0's rmse: 3.95131 valid_1's rmse: 3.96395 [61] valid_0's rmse: 3.94699 valid_1's rmse: 3.96106 [62] valid_0's rmse: 3.94209 valid_1's rmse: 3.95719 [63] valid_0's rmse: 3.93774 valid_1's rmse: 3.95372 [64] valid_0's rmse: 3.92599 valid_1's rmse: 3.94234 [65] valid_0's rmse: 3.92215 valid_1's rmse: 3.9407 [66] valid_0's rmse: 3.91692 valid_1's rmse: 3.93661 [67] valid_0's rmse: 3.90776 valid_1's rmse: 3.92757 [68] valid_0's rmse: 3.90409 valid_1's rmse: 3.92551 [69] valid_0's rmse: 3.89908 valid_1's rmse: 3.92117 [70] valid_0's rmse: 3.89526 valid_1's rmse: 3.91802 [71] valid_0's rmse: 3.88684 valid_1's rmse: 3.90986 [72] valid_0's rmse: 3.88072 valid_1's rmse: 3.90432 [73] valid_0's rmse: 3.87727 valid_1's rmse: 3.90138 [74] valid_0's rmse: 3.87343 valid_1's rmse: 3.89941 [75] valid_0's rmse: 3.87006 valid_1's rmse: 3.89653 [76] valid_0's rmse: 3.8669 valid_1's rmse: 3.89466 [77] valid_0's rmse: 3.86107 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3.64522 [876] valid_0's rmse: 3.25108 valid_1's rmse: 3.64523 [877] valid_0's rmse: 3.25091 valid_1's rmse: 3.64519 [878] valid_0's rmse: 3.25061 valid_1's rmse: 3.64519 [879] valid_0's rmse: 3.25031 valid_1's rmse: 3.64497 [880] valid_0's rmse: 3.24997 valid_1's rmse: 3.64497 [881] valid_0's rmse: 3.24964 valid_1's rmse: 3.64492 [882] valid_0's rmse: 3.24944 valid_1's rmse: 3.6449 [883] valid_0's rmse: 3.2492 valid_1's rmse: 3.64495 [884] valid_0's rmse: 3.24899 valid_1's rmse: 3.64495 [885] valid_0's rmse: 3.24877 valid_1's rmse: 3.64493 [886] valid_0's rmse: 3.24856 valid_1's rmse: 3.64502 [887] valid_0's rmse: 3.24819 valid_1's rmse: 3.64494 [888] valid_0's rmse: 3.24785 valid_1's rmse: 3.64497 [889] valid_0's rmse: 3.24756 valid_1's rmse: 3.64496 [890] valid_0's rmse: 3.24716 valid_1's rmse: 3.64476 [891] valid_0's rmse: 3.24688 valid_1's rmse: 3.64479 [892] valid_0's rmse: 3.24664 valid_1's rmse: 3.64471 [893] valid_0's rmse: 3.2464 valid_1's rmse: 3.64469 [894] valid_0's rmse: 3.24616 valid_1's rmse: 3.64459 [895] valid_0's rmse: 3.24586 valid_1's rmse: 3.64452 [896] valid_0's rmse: 3.24555 valid_1's rmse: 3.64446 [897] valid_0's rmse: 3.24541 valid_1's rmse: 3.64438 [898] valid_0's rmse: 3.24514 valid_1's rmse: 3.64434 [899] valid_0's rmse: 3.24482 valid_1's rmse: 3.64442 [900] valid_0's rmse: 3.24459 valid_1's rmse: 3.64433 [901] valid_0's rmse: 3.24441 valid_1's rmse: 3.64432 [902] valid_0's rmse: 3.24405 valid_1's rmse: 3.6445 [903] valid_0's rmse: 3.24376 valid_1's rmse: 3.64455 [904] valid_0's rmse: 3.24356 valid_1's rmse: 3.64456 [905] valid_0's rmse: 3.24321 valid_1's rmse: 3.64451 [906] valid_0's rmse: 3.24303 valid_1's rmse: 3.64448 [907] valid_0's rmse: 3.24266 valid_1's rmse: 3.64453 [908] valid_0's rmse: 3.24239 valid_1's rmse: 3.64457 [909] valid_0's rmse: 3.24201 valid_1's rmse: 3.64462 [910] valid_0's rmse: 3.24161 valid_1's rmse: 3.64456 [911] valid_0's rmse: 3.24141 valid_1's rmse: 3.64458 [912] valid_0's rmse: 3.2412 valid_1's rmse: 3.64449 [913] valid_0's rmse: 3.24101 valid_1's rmse: 3.64447 [914] valid_0's rmse: 3.24037 valid_1's rmse: 3.64405 [915] valid_0's rmse: 3.24019 valid_1's rmse: 3.64397 [916] valid_0's rmse: 3.23978 valid_1's rmse: 3.64376 [917] valid_0's rmse: 3.23958 valid_1's rmse: 3.64388 [918] valid_0's rmse: 3.23934 valid_1's rmse: 3.64387 [919] valid_0's rmse: 3.23895 valid_1's rmse: 3.64378 [920] valid_0's rmse: 3.23872 valid_1's rmse: 3.64373 [921] valid_0's rmse: 3.23845 valid_1's rmse: 3.64386 [922] valid_0's rmse: 3.23813 valid_1's rmse: 3.64387 [923] valid_0's rmse: 3.23773 valid_1's rmse: 3.64383 [924] valid_0's rmse: 3.23748 valid_1's rmse: 3.64391 [925] valid_0's rmse: 3.23721 valid_1's rmse: 3.64384 [926] valid_0's rmse: 3.23685 valid_1's rmse: 3.64394 [927] valid_0's rmse: 3.23647 valid_1's rmse: 3.64415 [928] valid_0's rmse: 3.23605 valid_1's rmse: 3.64406 [929] valid_0's rmse: 3.23575 valid_1's rmse: 3.64423 [930] valid_0's rmse: 3.23552 valid_1's rmse: 3.64426 [931] valid_0's rmse: 3.23526 valid_1's rmse: 3.64434 [932] valid_0's rmse: 3.2349 valid_1's rmse: 3.64436 [933] valid_0's rmse: 3.23432 valid_1's rmse: 3.64437 [934] valid_0's rmse: 3.23401 valid_1's rmse: 3.64427 [935] valid_0's rmse: 3.23382 valid_1's rmse: 3.64419 [936] valid_0's rmse: 3.23355 valid_1's rmse: 3.64409 [937] valid_0's rmse: 3.23329 valid_1's rmse: 3.64409 [938] valid_0's rmse: 3.23291 valid_1's rmse: 3.64398 [939] valid_0's rmse: 3.23267 valid_1's rmse: 3.64384 [940] valid_0's rmse: 3.23232 valid_1's rmse: 3.64404 Early stopping, best iteration is: [920] valid_0's rmse: 3.23872 valid_1's rmse: 3.64373 SCORE: 3.6437293245712157 [1] valid_0's rmse: 8.966 valid_1's rmse: 8.92519 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37617 valid_1's rmse: 8.33672 [3] valid_0's rmse: 7.8488 valid_1's rmse: 7.81071 [4] valid_0's rmse: 7.38243 valid_1's rmse: 7.34599 [5] valid_0's rmse: 6.97358 valid_1's rmse: 6.93786 [6] valid_0's rmse: 6.62367 valid_1's rmse: 6.58896 [7] valid_0's rmse: 6.3247 valid_1's rmse: 6.29024 [8] valid_0's rmse: 6.06113 valid_1's rmse: 6.02765 [9] valid_0's rmse: 5.833 valid_1's rmse: 5.79982 [10] valid_0's rmse: 5.64067 valid_1's rmse: 5.60914 [11] valid_0's rmse: 5.47943 valid_1's rmse: 5.44889 [12] valid_0's rmse: 5.32989 valid_1's rmse: 5.30061 [13] valid_0's rmse: 5.20271 valid_1's rmse: 5.1743 [14] valid_0's rmse: 5.09211 valid_1's rmse: 5.06485 [15] valid_0's rmse: 4.97313 valid_1's rmse: 4.94569 [16] valid_0's rmse: 4.8654 valid_1's rmse: 4.83842 [17] valid_0's rmse: 4.77027 valid_1's rmse: 4.74353 [18] valid_0's rmse: 4.70115 valid_1's rmse: 4.6746 [19] valid_0's rmse: 4.62459 valid_1's rmse: 4.59837 [20] valid_0's rmse: 4.56793 valid_1's rmse: 4.54158 [21] valid_0's rmse: 4.5173 valid_1's rmse: 4.49231 [22] valid_0's rmse: 4.47945 valid_1's rmse: 4.45585 [23] valid_0's rmse: 4.44647 valid_1's rmse: 4.42346 [24] valid_0's rmse: 4.4154 valid_1's rmse: 4.39362 [25] valid_0's rmse: 4.37896 valid_1's rmse: 4.35819 [26] valid_0's rmse: 4.34789 valid_1's rmse: 4.32749 [27] valid_0's rmse: 4.32405 valid_1's rmse: 4.30403 [28] valid_0's rmse: 4.29231 valid_1's rmse: 4.27339 [29] valid_0's rmse: 4.27575 valid_1's rmse: 4.25777 [30] valid_0's rmse: 4.26116 valid_1's rmse: 4.24362 [31] valid_0's rmse: 4.23976 valid_1's rmse: 4.22403 [32] valid_0's rmse: 4.21699 valid_1's rmse: 4.20119 [33] valid_0's rmse: 4.20251 valid_1's rmse: 4.18675 [34] valid_0's rmse: 4.1801 valid_1's rmse: 4.16408 [35] valid_0's rmse: 4.15896 valid_1's rmse: 4.14364 [36] valid_0's rmse: 4.15155 valid_1's rmse: 4.1367 [37] valid_0's rmse: 4.13685 valid_1's rmse: 4.12294 [38] valid_0's rmse: 4.12669 valid_1's rmse: 4.11439 [39] valid_0's rmse: 4.11893 valid_1's rmse: 4.10819 [40] valid_0's rmse: 4.10687 valid_1's rmse: 4.09777 [41] valid_0's rmse: 4.09932 valid_1's rmse: 4.09124 [42] valid_0's rmse: 4.09168 valid_1's rmse: 4.08604 [43] valid_0's rmse: 4.08529 valid_1's rmse: 4.0807 [44] valid_0's rmse: 4.07779 valid_1's rmse: 4.07423 [45] valid_0's rmse: 4.06877 valid_1's rmse: 4.06803 [46] valid_0's rmse: 4.06351 valid_1's rmse: 4.06392 [47] valid_0's rmse: 4.05741 valid_1's rmse: 4.05881 [48] valid_0's rmse: 4.0461 valid_1's rmse: 4.0478 [49] valid_0's rmse: 4.04299 valid_1's rmse: 4.04615 [50] valid_0's rmse: 4.03213 valid_1's rmse: 4.03587 [51] valid_0's rmse: 4.02098 valid_1's rmse: 4.02472 [52] valid_0's rmse: 4.01405 valid_1's rmse: 4.01984 [53] valid_0's rmse: 4.00864 valid_1's rmse: 4.0161 [54] valid_0's rmse: 4.00183 valid_1's rmse: 4.01002 [55] valid_0's rmse: 3.99614 valid_1's rmse: 4.00486 [56] valid_0's rmse: 3.98903 valid_1's rmse: 3.99923 [57] valid_0's rmse: 3.98322 valid_1's rmse: 3.99362 [58] valid_0's rmse: 3.97898 valid_1's rmse: 3.98989 [59] valid_0's rmse: 3.97519 valid_1's rmse: 3.98634 [60] valid_0's rmse: 3.96879 valid_1's rmse: 3.98076 [61] valid_0's rmse: 3.95997 valid_1's rmse: 3.97233 [62] valid_0's rmse: 3.95494 valid_1's rmse: 3.9689 [63] valid_0's rmse: 3.94908 valid_1's rmse: 3.96352 [64] valid_0's rmse: 3.94226 valid_1's rmse: 3.95821 [65] valid_0's rmse: 3.93851 valid_1's rmse: 3.95586 [66] valid_0's rmse: 3.93427 valid_1's rmse: 3.95183 [67] valid_0's rmse: 3.92664 valid_1's rmse: 3.94497 [68] valid_0's rmse: 3.9221 valid_1's rmse: 3.94327 [69] valid_0's rmse: 3.91726 valid_1's rmse: 3.93901 [70] valid_0's rmse: 3.91287 valid_1's rmse: 3.93532 [71] valid_0's rmse: 3.90286 valid_1's rmse: 3.92527 [72] valid_0's rmse: 3.89727 valid_1's rmse: 3.92039 [73] valid_0's rmse: 3.89436 valid_1's rmse: 3.91836 [74] valid_0's rmse: 3.8914 valid_1's rmse: 3.91683 [75] valid_0's rmse: 3.88566 valid_1's rmse: 3.91196 [76] valid_0's rmse: 3.88255 valid_1's rmse: 3.90965 [77] valid_0's rmse: 3.87949 valid_1's rmse: 3.90762 [78] valid_0's rmse: 3.87355 valid_1's rmse: 3.90195 [79] valid_0's rmse: 3.86685 valid_1's rmse: 3.89618 [80] valid_0's rmse: 3.86385 valid_1's rmse: 3.89374 [81] valid_0's rmse: 3.85703 valid_1's rmse: 3.88742 [82] valid_0's rmse: 3.85472 valid_1's rmse: 3.88527 [83] valid_0's rmse: 3.85153 valid_1's rmse: 3.88255 [84] valid_0's rmse: 3.84475 valid_1's rmse: 3.87611 [85] valid_0's rmse: 3.84215 valid_1's rmse: 3.87409 [86] valid_0's rmse: 3.83774 valid_1's rmse: 3.87016 [87] valid_0's rmse: 3.83502 valid_1's rmse: 3.86819 [88] valid_0's rmse: 3.83009 valid_1's rmse: 3.86372 [89] valid_0's rmse: 3.82679 valid_1's rmse: 3.8637 [90] valid_0's rmse: 3.8244 valid_1's rmse: 3.8621 [91] valid_0's rmse: 3.822 valid_1's rmse: 3.86089 [92] valid_0's rmse: 3.81966 valid_1's rmse: 3.85951 [93] valid_0's rmse: 3.81565 valid_1's rmse: 3.85604 [94] valid_0's rmse: 3.81209 valid_1's rmse: 3.85287 [95] valid_0's rmse: 3.80941 valid_1's rmse: 3.85212 [96] valid_0's rmse: 3.80422 valid_1's rmse: 3.84709 [97] valid_0's rmse: 3.8023 valid_1's rmse: 3.84616 [98] valid_0's rmse: 3.79959 valid_1's rmse: 3.844 [99] valid_0's rmse: 3.79503 valid_1's rmse: 3.84074 [100] valid_0's rmse: 3.79323 valid_1's rmse: 3.83992 [101] valid_0's rmse: 3.79129 valid_1's rmse: 3.83897 [102] valid_0's rmse: 3.78688 valid_1's rmse: 3.83493 [103] valid_0's rmse: 3.78407 valid_1's rmse: 3.83286 [104] valid_0's rmse: 3.78148 valid_1's rmse: 3.83093 [105] valid_0's rmse: 3.77865 valid_1's rmse: 3.82838 [106] valid_0's rmse: 3.77472 valid_1's rmse: 3.82471 [107] valid_0's rmse: 3.77103 valid_1's rmse: 3.82125 [108] valid_0's rmse: 3.76852 valid_1's rmse: 3.82131 [109] valid_0's rmse: 3.76691 valid_1's rmse: 3.8212 [110] valid_0's rmse: 3.76482 valid_1's rmse: 3.8205 [111] valid_0's rmse: 3.76147 valid_1's rmse: 3.8178 [112] valid_0's rmse: 3.75936 valid_1's rmse: 3.81627 [113] valid_0's rmse: 3.75793 valid_1's rmse: 3.81539 [114] valid_0's rmse: 3.75564 valid_1's rmse: 3.81458 [115] valid_0's rmse: 3.75379 valid_1's rmse: 3.81411 [116] valid_0's rmse: 3.75008 valid_1's rmse: 3.81106 [117] valid_0's rmse: 3.74788 valid_1's rmse: 3.80922 [118] valid_0's rmse: 3.74635 valid_1's rmse: 3.80854 [119] valid_0's rmse: 3.74416 valid_1's rmse: 3.80752 [120] valid_0's rmse: 3.74166 valid_1's rmse: 3.80621 [121] valid_0's rmse: 3.74 valid_1's rmse: 3.8059 [122] valid_0's rmse: 3.73852 valid_1's rmse: 3.80523 [123] valid_0's rmse: 3.73688 valid_1's rmse: 3.8052 [124] valid_0's rmse: 3.73477 valid_1's rmse: 3.80428 [125] valid_0's rmse: 3.73158 valid_1's rmse: 3.80196 [126] valid_0's rmse: 3.72875 valid_1's rmse: 3.79976 [127] valid_0's rmse: 3.72696 valid_1's rmse: 3.79969 [128] valid_0's rmse: 3.72501 valid_1's rmse: 3.79858 [129] valid_0's rmse: 3.72254 valid_1's rmse: 3.79641 [130] valid_0's rmse: 3.72032 valid_1's rmse: 3.79495 [131] valid_0's rmse: 3.71716 valid_1's rmse: 3.79157 [132] valid_0's rmse: 3.71563 valid_1's rmse: 3.79085 [133] valid_0's rmse: 3.71215 valid_1's rmse: 3.78804 [134] valid_0's rmse: 3.71092 valid_1's rmse: 3.78749 [135] valid_0's rmse: 3.70923 valid_1's rmse: 3.78706 [136] valid_0's rmse: 3.70769 valid_1's rmse: 3.78666 [137] valid_0's rmse: 3.70638 valid_1's rmse: 3.78676 [138] valid_0's rmse: 3.70465 valid_1's rmse: 3.78557 [139] valid_0's rmse: 3.70282 valid_1's rmse: 3.78433 [140] valid_0's rmse: 3.7009 valid_1's rmse: 3.78288 [141] valid_0's rmse: 3.69891 valid_1's rmse: 3.78145 [142] valid_0's rmse: 3.69603 valid_1's rmse: 3.77916 [143] valid_0's rmse: 3.69425 valid_1's rmse: 3.77834 [144] valid_0's rmse: 3.69279 valid_1's rmse: 3.77819 [145] valid_0's rmse: 3.69113 valid_1's rmse: 3.77726 [146] valid_0's rmse: 3.68919 valid_1's rmse: 3.7761 [147] valid_0's rmse: 3.68643 valid_1's rmse: 3.77369 [148] valid_0's rmse: 3.68516 valid_1's rmse: 3.77348 [149] valid_0's rmse: 3.68373 valid_1's rmse: 3.77279 [150] valid_0's rmse: 3.68252 valid_1's rmse: 3.77235 [151] valid_0's rmse: 3.68037 valid_1's rmse: 3.77048 [152] valid_0's rmse: 3.67804 valid_1's rmse: 3.76851 [153] valid_0's rmse: 3.67633 valid_1's rmse: 3.76712 [154] valid_0's rmse: 3.67483 valid_1's rmse: 3.76672 [155] valid_0's rmse: 3.67301 valid_1's rmse: 3.76622 [156] valid_0's rmse: 3.67123 valid_1's rmse: 3.76562 [157] valid_0's rmse: 3.67025 valid_1's rmse: 3.76531 [158] valid_0's rmse: 3.66865 valid_1's rmse: 3.76538 [159] valid_0's rmse: 3.66707 valid_1's rmse: 3.76541 [160] valid_0's rmse: 3.66467 valid_1's rmse: 3.76338 [161] valid_0's rmse: 3.66319 valid_1's rmse: 3.76283 [162] valid_0's rmse: 3.66145 valid_1's rmse: 3.76215 [163] valid_0's rmse: 3.65969 valid_1's rmse: 3.76068 [164] valid_0's rmse: 3.65855 valid_1's rmse: 3.76014 [165] valid_0's rmse: 3.65697 valid_1's rmse: 3.75905 [166] valid_0's rmse: 3.65602 valid_1's rmse: 3.7586 [167] valid_0's rmse: 3.65445 valid_1's rmse: 3.75764 [168] valid_0's rmse: 3.65248 valid_1's rmse: 3.75696 [169] valid_0's rmse: 3.65143 valid_1's rmse: 3.7571 [170] valid_0's rmse: 3.65039 valid_1's rmse: 3.75681 [171] valid_0's rmse: 3.6487 valid_1's rmse: 3.75535 [172] valid_0's rmse: 3.64692 valid_1's rmse: 3.75428 [173] valid_0's rmse: 3.64517 valid_1's rmse: 3.75391 [174] valid_0's rmse: 3.64281 valid_1's rmse: 3.75242 [175] valid_0's rmse: 3.64099 valid_1's rmse: 3.75125 [176] valid_0's rmse: 3.63971 valid_1's rmse: 3.75044 [177] valid_0's rmse: 3.63833 valid_1's rmse: 3.74963 [178] valid_0's rmse: 3.63698 valid_1's rmse: 3.74873 [179] valid_0's rmse: 3.63575 valid_1's rmse: 3.74843 [180] valid_0's rmse: 3.63465 valid_1's rmse: 3.74757 [181] valid_0's rmse: 3.63317 valid_1's rmse: 3.74688 [182] valid_0's rmse: 3.63105 valid_1's rmse: 3.74515 [183] valid_0's rmse: 3.63034 valid_1's rmse: 3.74496 [184] valid_0's rmse: 3.62831 valid_1's rmse: 3.74354 [185] valid_0's rmse: 3.62735 valid_1's rmse: 3.74275 [186] valid_0's rmse: 3.62678 valid_1's rmse: 3.74267 [187] valid_0's rmse: 3.62539 valid_1's rmse: 3.74195 [188] valid_0's rmse: 3.62427 valid_1's rmse: 3.7415 [189] valid_0's rmse: 3.62266 valid_1's rmse: 3.74012 [190] valid_0's rmse: 3.62141 valid_1's rmse: 3.7395 [191] valid_0's rmse: 3.62037 valid_1's rmse: 3.7389 [192] valid_0's rmse: 3.61956 valid_1's rmse: 3.7388 [193] valid_0's rmse: 3.61845 valid_1's rmse: 3.73871 [194] valid_0's rmse: 3.61723 valid_1's rmse: 3.73802 [195] valid_0's rmse: 3.616 valid_1's rmse: 3.73785 [196] valid_0's rmse: 3.61515 valid_1's rmse: 3.73777 [197] valid_0's rmse: 3.61406 valid_1's rmse: 3.73728 [198] valid_0's rmse: 3.61291 valid_1's rmse: 3.73687 [199] valid_0's rmse: 3.61155 valid_1's rmse: 3.73586 [200] valid_0's rmse: 3.6106 valid_1's rmse: 3.73531 [201] valid_0's rmse: 3.60985 valid_1's rmse: 3.73483 [202] valid_0's rmse: 3.60874 valid_1's rmse: 3.73411 [203] valid_0's rmse: 3.60749 valid_1's rmse: 3.73421 [204] valid_0's rmse: 3.60606 valid_1's rmse: 3.73318 [205] valid_0's rmse: 3.60489 valid_1's rmse: 3.73281 [206] valid_0's rmse: 3.60421 valid_1's rmse: 3.73269 [207] valid_0's rmse: 3.6027 valid_1's rmse: 3.73168 [208] valid_0's rmse: 3.60152 valid_1's rmse: 3.73074 [209] valid_0's rmse: 3.60024 valid_1's rmse: 3.73034 [210] valid_0's rmse: 3.59945 valid_1's rmse: 3.73029 [211] valid_0's rmse: 3.59839 valid_1's rmse: 3.73049 [212] valid_0's rmse: 3.59761 valid_1's rmse: 3.73033 [213] valid_0's rmse: 3.59704 valid_1's rmse: 3.73003 [214] valid_0's rmse: 3.59578 valid_1's rmse: 3.72949 [215] valid_0's rmse: 3.59485 valid_1's rmse: 3.72951 [216] valid_0's rmse: 3.59407 valid_1's rmse: 3.72925 [217] valid_0's rmse: 3.59283 valid_1's rmse: 3.72867 [218] valid_0's rmse: 3.592 valid_1's rmse: 3.72848 [219] valid_0's rmse: 3.59053 valid_1's rmse: 3.72788 [220] valid_0's rmse: 3.58894 valid_1's rmse: 3.72655 [221] valid_0's rmse: 3.58743 valid_1's rmse: 3.72515 [222] valid_0's rmse: 3.58629 valid_1's rmse: 3.72507 [223] valid_0's rmse: 3.58538 valid_1's rmse: 3.72532 [224] valid_0's rmse: 3.58428 valid_1's rmse: 3.72474 [225] valid_0's rmse: 3.58309 valid_1's rmse: 3.72402 [226] valid_0's rmse: 3.58145 valid_1's rmse: 3.72335 [227] valid_0's rmse: 3.5807 valid_1's rmse: 3.72309 [228] valid_0's rmse: 3.57984 valid_1's rmse: 3.72288 [229] valid_0's rmse: 3.57873 valid_1's rmse: 3.72278 [230] valid_0's rmse: 3.57807 valid_1's rmse: 3.72242 [231] valid_0's rmse: 3.57717 valid_1's rmse: 3.7218 [232] valid_0's rmse: 3.57626 valid_1's rmse: 3.72122 [233] valid_0's rmse: 3.57526 valid_1's rmse: 3.72124 [234] valid_0's rmse: 3.57435 valid_1's rmse: 3.7207 [235] valid_0's rmse: 3.57332 valid_1's rmse: 3.72032 [236] valid_0's rmse: 3.57266 valid_1's rmse: 3.72028 [237] valid_0's rmse: 3.57189 valid_1's rmse: 3.7198 [238] valid_0's rmse: 3.57133 valid_1's rmse: 3.71967 [239] valid_0's rmse: 3.57033 valid_1's rmse: 3.7201 [240] valid_0's rmse: 3.569 valid_1's rmse: 3.7192 [241] valid_0's rmse: 3.56809 valid_1's rmse: 3.71885 [242] valid_0's rmse: 3.56697 valid_1's rmse: 3.71805 [243] valid_0's rmse: 3.56594 valid_1's rmse: 3.71731 [244] valid_0's rmse: 3.56514 valid_1's rmse: 3.71757 [245] 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[431] valid_0's rmse: 3.43688 valid_1's rmse: 3.68003 [432] valid_0's rmse: 3.43638 valid_1's rmse: 3.67997 [433] valid_0's rmse: 3.43585 valid_1's rmse: 3.67978 [434] valid_0's rmse: 3.43529 valid_1's rmse: 3.67982 [435] valid_0's rmse: 3.4348 valid_1's rmse: 3.67957 [436] valid_0's rmse: 3.43442 valid_1's rmse: 3.67959 [437] valid_0's rmse: 3.43359 valid_1's rmse: 3.6794 [438] valid_0's rmse: 3.43283 valid_1's rmse: 3.67985 [439] valid_0's rmse: 3.4323 valid_1's rmse: 3.68019 [440] valid_0's rmse: 3.43183 valid_1's rmse: 3.68015 [441] valid_0's rmse: 3.43103 valid_1's rmse: 3.67985 [442] valid_0's rmse: 3.43055 valid_1's rmse: 3.67981 [443] valid_0's rmse: 3.42982 valid_1's rmse: 3.68 [444] valid_0's rmse: 3.42948 valid_1's rmse: 3.67996 [445] valid_0's rmse: 3.42897 valid_1's rmse: 3.67999 [446] valid_0's rmse: 3.42765 valid_1's rmse: 3.67898 [447] valid_0's rmse: 3.42704 valid_1's rmse: 3.67937 [448] valid_0's rmse: 3.42668 valid_1's rmse: 3.67928 [449] valid_0's rmse: 3.4261 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[635] valid_0's rmse: 3.3423 valid_1's rmse: 3.6607 [636] valid_0's rmse: 3.34204 valid_1's rmse: 3.66066 [637] valid_0's rmse: 3.34159 valid_1's rmse: 3.6605 [638] valid_0's rmse: 3.34117 valid_1's rmse: 3.66041 [639] valid_0's rmse: 3.34087 valid_1's rmse: 3.66027 [640] valid_0's rmse: 3.34034 valid_1's rmse: 3.66025 [641] valid_0's rmse: 3.33964 valid_1's rmse: 3.66009 [642] valid_0's rmse: 3.33928 valid_1's rmse: 3.65998 [643] valid_0's rmse: 3.33889 valid_1's rmse: 3.66007 [644] valid_0's rmse: 3.33846 valid_1's rmse: 3.66025 [645] valid_0's rmse: 3.33813 valid_1's rmse: 3.66022 [646] valid_0's rmse: 3.33788 valid_1's rmse: 3.66012 [647] valid_0's rmse: 3.33759 valid_1's rmse: 3.66007 [648] valid_0's rmse: 3.33732 valid_1's rmse: 3.65993 [649] valid_0's rmse: 3.33714 valid_1's rmse: 3.65994 [650] valid_0's rmse: 3.33677 valid_1's rmse: 3.65995 [651] valid_0's rmse: 3.33631 valid_1's rmse: 3.65983 [652] valid_0's rmse: 3.33588 valid_1's rmse: 3.65967 [653] valid_0's rmse: 3.33534 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rmse: 3.65373 [765] valid_0's rmse: 3.29431 valid_1's rmse: 3.65379 [766] valid_0's rmse: 3.29393 valid_1's rmse: 3.6536 [767] valid_0's rmse: 3.29323 valid_1's rmse: 3.65332 [768] valid_0's rmse: 3.29305 valid_1's rmse: 3.65336 [769] valid_0's rmse: 3.2926 valid_1's rmse: 3.6532 [770] valid_0's rmse: 3.29218 valid_1's rmse: 3.65315 [771] valid_0's rmse: 3.29196 valid_1's rmse: 3.65314 [772] valid_0's rmse: 3.29154 valid_1's rmse: 3.6531 [773] valid_0's rmse: 3.29118 valid_1's rmse: 3.65309 [774] valid_0's rmse: 3.29098 valid_1's rmse: 3.65309 [775] valid_0's rmse: 3.2905 valid_1's rmse: 3.65287 [776] valid_0's rmse: 3.28998 valid_1's rmse: 3.65269 [777] valid_0's rmse: 3.28979 valid_1's rmse: 3.65268 [778] valid_0's rmse: 3.28951 valid_1's rmse: 3.65274 [779] valid_0's rmse: 3.28909 valid_1's rmse: 3.65268 [780] valid_0's rmse: 3.28873 valid_1's rmse: 3.65263 [781] valid_0's rmse: 3.28823 valid_1's rmse: 3.65236 [782] valid_0's rmse: 3.28803 valid_1's rmse: 3.65235 [783] valid_0's rmse: 3.28765 valid_1's rmse: 3.65207 [784] valid_0's rmse: 3.28739 valid_1's rmse: 3.65195 [785] valid_0's rmse: 3.28714 valid_1's rmse: 3.65188 [786] valid_0's rmse: 3.28683 valid_1's rmse: 3.65179 [787] valid_0's rmse: 3.28661 valid_1's rmse: 3.65184 [788] valid_0's rmse: 3.28625 valid_1's rmse: 3.65168 [789] valid_0's rmse: 3.28605 valid_1's rmse: 3.65168 [790] valid_0's rmse: 3.28584 valid_1's rmse: 3.65172 [791] valid_0's rmse: 3.28564 valid_1's rmse: 3.65172 [792] valid_0's rmse: 3.28518 valid_1's rmse: 3.65186 [793] valid_0's rmse: 3.2847 valid_1's rmse: 3.65184 [794] valid_0's rmse: 3.28438 valid_1's rmse: 3.65184 [795] valid_0's rmse: 3.28403 valid_1's rmse: 3.65178 [796] valid_0's rmse: 3.2834 valid_1's rmse: 3.65148 [797] valid_0's rmse: 3.28308 valid_1's rmse: 3.65144 [798] valid_0's rmse: 3.28287 valid_1's rmse: 3.65141 [799] valid_0's rmse: 3.28274 valid_1's rmse: 3.65142 [800] valid_0's rmse: 3.28233 valid_1's rmse: 3.6512 [801] valid_0's rmse: 3.28195 valid_1's rmse: 3.65103 [802] valid_0's rmse: 3.28156 valid_1's rmse: 3.65095 [803] valid_0's rmse: 3.28124 valid_1's rmse: 3.65107 [804] valid_0's rmse: 3.28087 valid_1's rmse: 3.65087 [805] valid_0's rmse: 3.2805 valid_1's rmse: 3.65102 [806] valid_0's rmse: 3.28024 valid_1's rmse: 3.65099 [807] valid_0's rmse: 3.27996 valid_1's rmse: 3.65093 [808] valid_0's rmse: 3.27961 valid_1's rmse: 3.65101 [809] valid_0's rmse: 3.27935 valid_1's rmse: 3.65097 [810] valid_0's rmse: 3.27902 valid_1's rmse: 3.65076 [811] valid_0's rmse: 3.27876 valid_1's rmse: 3.6508 [812] valid_0's rmse: 3.27857 valid_1's rmse: 3.65076 [813] valid_0's rmse: 3.27827 valid_1's rmse: 3.65065 [814] valid_0's rmse: 3.2781 valid_1's rmse: 3.65062 [815] valid_0's rmse: 3.2777 valid_1's rmse: 3.65051 [816] valid_0's rmse: 3.27745 valid_1's rmse: 3.65053 [817] valid_0's rmse: 3.27715 valid_1's rmse: 3.65057 [818] valid_0's rmse: 3.27694 valid_1's rmse: 3.65047 [819] valid_0's rmse: 3.27678 valid_1's rmse: 3.65047 [820] valid_0's rmse: 3.27656 valid_1's rmse: 3.65042 [821] valid_0's rmse: 3.27635 valid_1's rmse: 3.65045 [822] valid_0's rmse: 3.27587 valid_1's rmse: 3.65044 [823] valid_0's rmse: 3.27559 valid_1's rmse: 3.65047 [824] valid_0's rmse: 3.27524 valid_1's rmse: 3.65051 [825] valid_0's rmse: 3.27501 valid_1's rmse: 3.65045 [826] valid_0's rmse: 3.27463 valid_1's rmse: 3.65038 [827] valid_0's rmse: 3.2744 valid_1's rmse: 3.65028 [828] valid_0's rmse: 3.27405 valid_1's rmse: 3.65023 [829] valid_0's rmse: 3.27368 valid_1's rmse: 3.65027 [830] valid_0's rmse: 3.27329 valid_1's rmse: 3.65021 [831] valid_0's rmse: 3.2729 valid_1's rmse: 3.65032 [832] valid_0's rmse: 3.27249 valid_1's rmse: 3.65018 [833] valid_0's rmse: 3.27229 valid_1's rmse: 3.65021 [834] valid_0's rmse: 3.27173 valid_1's rmse: 3.65005 [835] valid_0's rmse: 3.27153 valid_1's rmse: 3.64999 [836] valid_0's rmse: 3.27107 valid_1's rmse: 3.64997 [837] valid_0's rmse: 3.27089 valid_1's rmse: 3.65007 [838] valid_0's rmse: 3.27059 valid_1's rmse: 3.64989 [839] valid_0's rmse: 3.27034 valid_1's rmse: 3.65004 [840] valid_0's rmse: 3.27004 valid_1's rmse: 3.65002 [841] valid_0's rmse: 3.26964 valid_1's rmse: 3.65007 [842] valid_0's rmse: 3.2694 valid_1's rmse: 3.6501 [843] valid_0's rmse: 3.26919 valid_1's rmse: 3.65003 [844] valid_0's rmse: 3.26889 valid_1's rmse: 3.64983 [845] valid_0's rmse: 3.26875 valid_1's rmse: 3.64988 [846] valid_0's rmse: 3.26854 valid_1's rmse: 3.64984 [847] valid_0's rmse: 3.26821 valid_1's rmse: 3.64979 [848] valid_0's rmse: 3.26793 valid_1's rmse: 3.64984 [849] valid_0's rmse: 3.26779 valid_1's rmse: 3.64982 [850] valid_0's rmse: 3.26752 valid_1's rmse: 3.64975 [851] valid_0's rmse: 3.26714 valid_1's rmse: 3.64977 [852] valid_0's rmse: 3.26671 valid_1's rmse: 3.64957 [853] valid_0's rmse: 3.26636 valid_1's rmse: 3.64958 [854] valid_0's rmse: 3.26607 valid_1's rmse: 3.64958 [855] valid_0's rmse: 3.26588 valid_1's rmse: 3.64949 [856] valid_0's rmse: 3.26549 valid_1's rmse: 3.64958 [857] valid_0's rmse: 3.26515 valid_1's rmse: 3.64948 [858] valid_0's rmse: 3.26482 valid_1's rmse: 3.64938 [859] valid_0's rmse: 3.26451 valid_1's rmse: 3.64929 [860] valid_0's rmse: 3.26422 valid_1's rmse: 3.64914 [861] valid_0's rmse: 3.26391 valid_1's rmse: 3.64899 [862] valid_0's rmse: 3.26364 valid_1's rmse: 3.64896 [863] valid_0's rmse: 3.26328 valid_1's rmse: 3.64905 [864] valid_0's rmse: 3.26297 valid_1's rmse: 3.64897 [865] valid_0's rmse: 3.26271 valid_1's rmse: 3.64891 [866] valid_0's rmse: 3.26253 valid_1's rmse: 3.64892 [867] valid_0's rmse: 3.26237 valid_1's rmse: 3.64894 [868] valid_0's rmse: 3.2621 valid_1's rmse: 3.64886 [869] valid_0's rmse: 3.26185 valid_1's rmse: 3.64882 [870] valid_0's rmse: 3.26155 valid_1's rmse: 3.64881 [871] valid_0's rmse: 3.26117 valid_1's rmse: 3.64873 [872] valid_0's rmse: 3.26098 valid_1's rmse: 3.64871 [873] valid_0's rmse: 3.2608 valid_1's rmse: 3.64881 [874] valid_0's rmse: 3.26055 valid_1's rmse: 3.64874 [875] valid_0's rmse: 3.26032 valid_1's rmse: 3.64869 [876] valid_0's rmse: 3.26003 valid_1's rmse: 3.64864 [877] valid_0's rmse: 3.25976 valid_1's rmse: 3.64865 [878] valid_0's rmse: 3.2592 valid_1's rmse: 3.64855 [879] valid_0's rmse: 3.25902 valid_1's rmse: 3.6485 [880] valid_0's rmse: 3.2587 valid_1's rmse: 3.64831 [881] valid_0's rmse: 3.25838 valid_1's rmse: 3.64831 [882] valid_0's rmse: 3.2582 valid_1's rmse: 3.64823 [883] valid_0's rmse: 3.25795 valid_1's rmse: 3.64829 [884] valid_0's rmse: 3.25754 valid_1's rmse: 3.64831 [885] valid_0's rmse: 3.25738 valid_1's rmse: 3.64821 [886] valid_0's rmse: 3.25717 valid_1's rmse: 3.64833 [887] valid_0's rmse: 3.25681 valid_1's rmse: 3.64817 [888] valid_0's rmse: 3.25658 valid_1's rmse: 3.64811 [889] valid_0's rmse: 3.25633 valid_1's rmse: 3.6482 [890] valid_0's rmse: 3.25607 valid_1's rmse: 3.64844 [891] valid_0's rmse: 3.25587 valid_1's rmse: 3.6484 [892] valid_0's rmse: 3.2555 valid_1's rmse: 3.64814 [893] valid_0's rmse: 3.25527 valid_1's rmse: 3.64811 [894] valid_0's rmse: 3.25483 valid_1's rmse: 3.64791 [895] valid_0's rmse: 3.25457 valid_1's rmse: 3.64788 [896] valid_0's rmse: 3.25437 valid_1's rmse: 3.64799 [897] valid_0's rmse: 3.25419 valid_1's rmse: 3.648 [898] valid_0's rmse: 3.25387 valid_1's rmse: 3.64804 [899] valid_0's rmse: 3.25358 valid_1's rmse: 3.64804 [900] valid_0's rmse: 3.25327 valid_1's rmse: 3.64804 [901] valid_0's rmse: 3.25297 valid_1's rmse: 3.64811 [902] valid_0's rmse: 3.25275 valid_1's rmse: 3.64807 [903] valid_0's rmse: 3.25242 valid_1's rmse: 3.648 [904] valid_0's rmse: 3.25211 valid_1's rmse: 3.64772 [905] valid_0's rmse: 3.25185 valid_1's rmse: 3.6476 [906] valid_0's rmse: 3.25148 valid_1's rmse: 3.64754 [907] valid_0's rmse: 3.25122 valid_1's rmse: 3.64744 [908] valid_0's rmse: 3.251 valid_1's rmse: 3.64739 [909] valid_0's rmse: 3.25085 valid_1's rmse: 3.64746 [910] valid_0's rmse: 3.25061 valid_1's rmse: 3.64754 [911] valid_0's rmse: 3.25038 valid_1's rmse: 3.64755 [912] valid_0's rmse: 3.25011 valid_1's rmse: 3.64745 [913] valid_0's rmse: 3.24964 valid_1's rmse: 3.64732 [914] valid_0's rmse: 3.24946 valid_1's rmse: 3.64733 [915] valid_0's rmse: 3.24918 valid_1's rmse: 3.64735 [916] valid_0's rmse: 3.24892 valid_1's rmse: 3.64729 [917] valid_0's rmse: 3.24859 valid_1's rmse: 3.64728 [918] valid_0's rmse: 3.24836 valid_1's rmse: 3.64721 [919] valid_0's rmse: 3.24806 valid_1's rmse: 3.64703 [920] valid_0's rmse: 3.24789 valid_1's rmse: 3.64701 [921] valid_0's rmse: 3.24763 valid_1's rmse: 3.64699 [922] valid_0's rmse: 3.24724 valid_1's rmse: 3.64697 [923] valid_0's rmse: 3.24682 valid_1's rmse: 3.6468 [924] valid_0's rmse: 3.2464 valid_1's rmse: 3.64642 [925] valid_0's rmse: 3.24616 valid_1's rmse: 3.64645 [926] valid_0's rmse: 3.24596 valid_1's rmse: 3.64658 [927] valid_0's rmse: 3.24573 valid_1's rmse: 3.64652 [928] valid_0's rmse: 3.24544 valid_1's rmse: 3.64663 [929] valid_0's rmse: 3.24517 valid_1's rmse: 3.64659 [930] valid_0's rmse: 3.24477 valid_1's rmse: 3.64656 [931] valid_0's rmse: 3.24448 valid_1's rmse: 3.64639 [932] valid_0's rmse: 3.24421 valid_1's rmse: 3.64638 [933] valid_0's rmse: 3.24354 valid_1's rmse: 3.64623 [934] valid_0's rmse: 3.24307 valid_1's rmse: 3.64597 [935] valid_0's rmse: 3.24269 valid_1's rmse: 3.6459 [936] valid_0's rmse: 3.24247 valid_1's rmse: 3.64589 [937] valid_0's rmse: 3.24216 valid_1's rmse: 3.64608 [938] valid_0's rmse: 3.24183 valid_1's rmse: 3.64603 [939] valid_0's rmse: 3.24163 valid_1's rmse: 3.64597 [940] valid_0's rmse: 3.24129 valid_1's rmse: 3.64598 [941] valid_0's rmse: 3.24098 valid_1's rmse: 3.6459 [942] valid_0's rmse: 3.2407 valid_1's rmse: 3.64607 [943] valid_0's rmse: 3.24053 valid_1's rmse: 3.64607 [944] valid_0's rmse: 3.24 valid_1's rmse: 3.64581 [945] valid_0's rmse: 3.23961 valid_1's rmse: 3.64567 [946] valid_0's rmse: 3.23915 valid_1's rmse: 3.64559 [947] valid_0's rmse: 3.23889 valid_1's rmse: 3.64565 [948] valid_0's rmse: 3.23865 valid_1's rmse: 3.64572 [949] valid_0's rmse: 3.23849 valid_1's rmse: 3.64575 [950] valid_0's rmse: 3.2383 valid_1's rmse: 3.6456 [951] valid_0's rmse: 3.23792 valid_1's rmse: 3.6459 [952] valid_0's rmse: 3.23769 valid_1's rmse: 3.64578 [953] valid_0's rmse: 3.2373 valid_1's rmse: 3.64576 [954] valid_0's rmse: 3.23711 valid_1's rmse: 3.64579 [955] valid_0's rmse: 3.23669 valid_1's rmse: 3.64569 [956] valid_0's rmse: 3.23647 valid_1's rmse: 3.64559 [957] valid_0's rmse: 3.23615 valid_1's rmse: 3.64564 [958] valid_0's rmse: 3.23589 valid_1's rmse: 3.64558 [959] valid_0's rmse: 3.23545 valid_1's rmse: 3.64544 [960] valid_0's rmse: 3.23517 valid_1's rmse: 3.64537 [961] valid_0's rmse: 3.23494 valid_1's rmse: 3.6455 [962] valid_0's rmse: 3.23462 valid_1's rmse: 3.64556 [963] valid_0's rmse: 3.23429 valid_1's rmse: 3.6455 [964] valid_0's rmse: 3.23394 valid_1's rmse: 3.64545 [965] valid_0's rmse: 3.23368 valid_1's rmse: 3.64565 [966] valid_0's rmse: 3.23349 valid_1's rmse: 3.64557 [967] valid_0's rmse: 3.2333 valid_1's rmse: 3.64554 [968] valid_0's rmse: 3.23307 valid_1's rmse: 3.64562 [969] valid_0's rmse: 3.23274 valid_1's rmse: 3.64579 [970] valid_0's rmse: 3.23243 valid_1's rmse: 3.64581 [971] valid_0's rmse: 3.23207 valid_1's rmse: 3.64586 [972] valid_0's rmse: 3.23179 valid_1's rmse: 3.6459 [973] valid_0's rmse: 3.23146 valid_1's rmse: 3.6462 [974] valid_0's rmse: 3.23127 valid_1's rmse: 3.64616 [975] valid_0's rmse: 3.23086 valid_1's rmse: 3.64612 [976] valid_0's rmse: 3.23073 valid_1's rmse: 3.64617 [977] valid_0's rmse: 3.23042 valid_1's rmse: 3.64602 [978] valid_0's rmse: 3.23009 valid_1's rmse: 3.64586 [979] valid_0's rmse: 3.2297 valid_1's rmse: 3.64573 [980] valid_0's rmse: 3.2295 valid_1's rmse: 3.64564 Early stopping, best iteration is: [960] valid_0's rmse: 3.23517 valid_1's rmse: 3.64537 SCORE: 3.6453665055130187 [1] valid_0's rmse: 8.96616 valid_1's rmse: 8.92537 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37935 valid_1's rmse: 8.34018 [3] valid_0's rmse: 7.85258 valid_1's rmse: 7.81464 [4] valid_0's rmse: 7.39344 valid_1's rmse: 7.35685 [5] valid_0's rmse: 7.00195 valid_1's rmse: 6.96628 [6] valid_0's rmse: 6.65889 valid_1's rmse: 6.62505 [7] valid_0's rmse: 6.37332 valid_1's rmse: 6.34117 [8] valid_0's rmse: 6.11364 valid_1's rmse: 6.08154 [9] valid_0's rmse: 5.87575 valid_1's rmse: 5.84432 [10] valid_0's rmse: 5.67424 valid_1's rmse: 5.64385 [11] valid_0's rmse: 5.51215 valid_1's rmse: 5.48199 [12] valid_0's rmse: 5.34619 valid_1's rmse: 5.31607 [13] valid_0's rmse: 5.22074 valid_1's rmse: 5.19142 [14] valid_0's rmse: 5.09209 valid_1's rmse: 5.06382 [15] valid_0's rmse: 4.97915 valid_1's rmse: 4.95146 [16] valid_0's rmse: 4.87483 valid_1's rmse: 4.84745 [17] valid_0's rmse: 4.80694 valid_1's rmse: 4.78106 [18] valid_0's rmse: 4.73362 valid_1's rmse: 4.70925 [19] valid_0's rmse: 4.67231 valid_1's rmse: 4.64874 [20] valid_0's rmse: 4.61036 valid_1's rmse: 4.58698 [21] valid_0's rmse: 4.56201 valid_1's rmse: 4.53969 [22] valid_0's rmse: 4.5234 valid_1's rmse: 4.5027 [23] valid_0's rmse: 4.48977 valid_1's rmse: 4.47029 [24] valid_0's rmse: 4.46009 valid_1's rmse: 4.44246 [25] valid_0's rmse: 4.41806 valid_1's rmse: 4.40089 [26] valid_0's rmse: 4.38612 valid_1's rmse: 4.36959 [27] valid_0's rmse: 4.35276 valid_1's rmse: 4.33611 [28] valid_0's rmse: 4.31945 valid_1's rmse: 4.30284 [29] valid_0's rmse: 4.29348 valid_1's rmse: 4.27727 [30] valid_0's rmse: 4.27115 valid_1's rmse: 4.25502 [31] valid_0's rmse: 4.25213 valid_1's rmse: 4.23704 [32] valid_0's rmse: 4.22786 valid_1's rmse: 4.21283 [33] valid_0's rmse: 4.20963 valid_1's rmse: 4.19427 [34] valid_0's rmse: 4.19724 valid_1's rmse: 4.18243 [35] valid_0's rmse: 4.17619 valid_1's rmse: 4.16234 [36] valid_0's rmse: 4.16726 valid_1's rmse: 4.15395 [37] valid_0's rmse: 4.151 valid_1's rmse: 4.13899 [38] valid_0's rmse: 4.13905 valid_1's rmse: 4.12947 [39] valid_0's rmse: 4.13318 valid_1's rmse: 4.12542 [40] valid_0's rmse: 4.12069 valid_1's rmse: 4.11335 [41] valid_0's rmse: 4.11478 valid_1's rmse: 4.10772 [42] valid_0's rmse: 4.09816 valid_1's rmse: 4.09132 [43] valid_0's rmse: 4.08917 valid_1's rmse: 4.08221 [44] valid_0's rmse: 4.07784 valid_1's rmse: 4.07133 [45] valid_0's rmse: 4.06836 valid_1's rmse: 4.06269 [46] valid_0's rmse: 4.06281 valid_1's rmse: 4.05869 [47] valid_0's rmse: 4.05519 valid_1's rmse: 4.0523 [48] valid_0's rmse: 4.04156 valid_1's rmse: 4.03943 [49] valid_0's rmse: 4.03797 valid_1's rmse: 4.03656 [50] valid_0's rmse: 4.02825 valid_1's rmse: 4.02807 [51] valid_0's rmse: 4.02177 valid_1's rmse: 4.02174 [52] valid_0's rmse: 4.01194 valid_1's rmse: 4.01163 [53] valid_0's rmse: 4.00646 valid_1's rmse: 4.00761 [54] valid_0's rmse: 3.99591 valid_1's rmse: 3.99757 [55] valid_0's rmse: 3.99066 valid_1's rmse: 3.99332 [56] valid_0's rmse: 3.98226 valid_1's rmse: 3.9858 [57] valid_0's rmse: 3.97837 valid_1's rmse: 3.98243 [58] valid_0's rmse: 3.97347 valid_1's rmse: 3.97857 [59] valid_0's rmse: 3.96794 valid_1's rmse: 3.97349 [60] valid_0's rmse: 3.9579 valid_1's rmse: 3.96435 [61] valid_0's rmse: 3.95323 valid_1's rmse: 3.96159 [62] valid_0's rmse: 3.94951 valid_1's rmse: 3.95922 [63] valid_0's rmse: 3.94541 valid_1's rmse: 3.95534 [64] valid_0's rmse: 3.93971 valid_1's rmse: 3.95126 [65] valid_0's rmse: 3.93602 valid_1's rmse: 3.94862 [66] valid_0's rmse: 3.93144 valid_1's rmse: 3.94533 [67] valid_0's rmse: 3.92774 valid_1's rmse: 3.94222 [68] valid_0's rmse: 3.92422 valid_1's rmse: 3.93927 [69] valid_0's rmse: 3.91698 valid_1's rmse: 3.93226 [70] valid_0's rmse: 3.91477 valid_1's rmse: 3.93158 [71] valid_0's rmse: 3.90732 valid_1's rmse: 3.92458 [72] valid_0's rmse: 3.90248 valid_1's rmse: 3.92091 [73] valid_0's rmse: 3.89905 valid_1's rmse: 3.91849 [74] valid_0's rmse: 3.89368 valid_1's rmse: 3.91515 [75] valid_0's rmse: 3.88848 valid_1's rmse: 3.91035 [76] valid_0's rmse: 3.88577 valid_1's rmse: 3.90815 [77] valid_0's rmse: 3.88237 valid_1's rmse: 3.90663 [78] valid_0's rmse: 3.87739 valid_1's rmse: 3.90255 [79] valid_0's rmse: 3.87433 valid_1's rmse: 3.89991 [80] valid_0's rmse: 3.87004 valid_1's rmse: 3.89622 [81] valid_0's rmse: 3.86273 valid_1's rmse: 3.88927 [82] valid_0's rmse: 3.85858 valid_1's rmse: 3.88565 [83] valid_0's rmse: 3.8563 valid_1's rmse: 3.8845 [84] valid_0's rmse: 3.85346 valid_1's rmse: 3.88224 [85] valid_0's rmse: 3.84887 valid_1's rmse: 3.87798 [86] valid_0's rmse: 3.8455 valid_1's rmse: 3.87584 [87] valid_0's rmse: 3.84044 valid_1's rmse: 3.8714 [88] valid_0's rmse: 3.83613 valid_1's rmse: 3.86726 [89] valid_0's rmse: 3.83317 valid_1's rmse: 3.86506 [90] valid_0's rmse: 3.8312 valid_1's rmse: 3.86425 [91] valid_0's rmse: 3.82802 valid_1's rmse: 3.86213 [92] valid_0's rmse: 3.8252 valid_1's rmse: 3.85991 [93] valid_0's rmse: 3.82123 valid_1's rmse: 3.85639 [94] valid_0's rmse: 3.81661 valid_1's rmse: 3.8521 [95] valid_0's rmse: 3.81373 valid_1's rmse: 3.84989 [96] valid_0's rmse: 3.81017 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rmse: 3.69974 [338] valid_0's rmse: 3.51037 valid_1's rmse: 3.69956 [339] valid_0's rmse: 3.50992 valid_1's rmse: 3.69947 [340] valid_0's rmse: 3.50964 valid_1's rmse: 3.69939 [341] valid_0's rmse: 3.50874 valid_1's rmse: 3.69961 [342] valid_0's rmse: 3.50829 valid_1's rmse: 3.69972 [343] valid_0's rmse: 3.50784 valid_1's rmse: 3.69974 [344] valid_0's rmse: 3.50683 valid_1's rmse: 3.69978 [345] valid_0's rmse: 3.5061 valid_1's rmse: 3.69998 [346] valid_0's rmse: 3.50554 valid_1's rmse: 3.69997 [347] valid_0's rmse: 3.50478 valid_1's rmse: 3.6997 [348] valid_0's rmse: 3.50454 valid_1's rmse: 3.69961 [349] valid_0's rmse: 3.5039 valid_1's rmse: 3.6996 [350] valid_0's rmse: 3.50343 valid_1's rmse: 3.69955 [351] valid_0's rmse: 3.5027 valid_1's rmse: 3.69964 [352] valid_0's rmse: 3.5023 valid_1's rmse: 3.69959 [353] valid_0's rmse: 3.50163 valid_1's rmse: 3.69949 [354] valid_0's rmse: 3.50092 valid_1's rmse: 3.69903 [355] valid_0's rmse: 3.50057 valid_1's rmse: 3.69892 [356] valid_0's rmse: 3.50005 valid_1's rmse: 3.69858 [357] valid_0's rmse: 3.49926 valid_1's rmse: 3.6983 [358] valid_0's rmse: 3.49841 valid_1's rmse: 3.69818 [359] valid_0's rmse: 3.49797 valid_1's rmse: 3.69809 [360] valid_0's rmse: 3.49718 valid_1's rmse: 3.69804 [361] valid_0's rmse: 3.4964 valid_1's rmse: 3.69803 [362] valid_0's rmse: 3.49578 valid_1's rmse: 3.69788 [363] valid_0's rmse: 3.49529 valid_1's rmse: 3.69764 [364] valid_0's rmse: 3.49496 valid_1's rmse: 3.69765 [365] valid_0's rmse: 3.49421 valid_1's rmse: 3.69748 [366] valid_0's rmse: 3.4936 valid_1's rmse: 3.69743 [367] valid_0's rmse: 3.49332 valid_1's rmse: 3.69748 [368] valid_0's rmse: 3.49304 valid_1's rmse: 3.69747 [369] valid_0's rmse: 3.49247 valid_1's rmse: 3.69729 [370] valid_0's rmse: 3.49156 valid_1's rmse: 3.69669 [371] valid_0's rmse: 3.49122 valid_1's rmse: 3.69657 [372] valid_0's rmse: 3.49067 valid_1's rmse: 3.69645 [373] valid_0's rmse: 3.49014 valid_1's rmse: 3.69638 [374] valid_0's rmse: 3.48959 valid_1's rmse: 3.6963 [375] valid_0's rmse: 3.48917 valid_1's rmse: 3.69619 [376] valid_0's rmse: 3.48878 valid_1's rmse: 3.69606 [377] valid_0's rmse: 3.4885 valid_1's rmse: 3.69604 [378] valid_0's rmse: 3.48816 valid_1's rmse: 3.69598 [379] valid_0's rmse: 3.48764 valid_1's rmse: 3.69586 [380] valid_0's rmse: 3.487 valid_1's rmse: 3.69567 [381] valid_0's rmse: 3.48647 valid_1's rmse: 3.69551 [382] valid_0's rmse: 3.48588 valid_1's rmse: 3.69549 [383] valid_0's rmse: 3.48531 valid_1's rmse: 3.69538 [384] valid_0's rmse: 3.48501 valid_1's rmse: 3.69533 [385] valid_0's rmse: 3.48462 valid_1's rmse: 3.69538 [386] valid_0's rmse: 3.48399 valid_1's rmse: 3.6954 [387] valid_0's rmse: 3.48321 valid_1's rmse: 3.69477 [388] valid_0's rmse: 3.48274 valid_1's rmse: 3.69464 [389] valid_0's rmse: 3.48239 valid_1's rmse: 3.69455 [390] valid_0's rmse: 3.48217 valid_1's rmse: 3.69453 [391] valid_0's rmse: 3.48165 valid_1's rmse: 3.69413 [392] valid_0's rmse: 3.48118 valid_1's rmse: 3.69413 [393] valid_0's rmse: 3.48087 valid_1's rmse: 3.69398 [394] valid_0's rmse: 3.48039 valid_1's rmse: 3.69383 [395] valid_0's rmse: 3.47998 valid_1's rmse: 3.69385 [396] valid_0's rmse: 3.47961 valid_1's rmse: 3.69366 [397] valid_0's rmse: 3.47905 valid_1's rmse: 3.69347 [398] valid_0's rmse: 3.47827 valid_1's rmse: 3.69312 [399] valid_0's rmse: 3.4777 valid_1's rmse: 3.69284 [400] valid_0's rmse: 3.47728 valid_1's rmse: 3.69294 [401] valid_0's rmse: 3.47653 valid_1's rmse: 3.69256 [402] valid_0's rmse: 3.47592 valid_1's rmse: 3.69212 [403] valid_0's rmse: 3.47553 valid_1's rmse: 3.69227 [404] valid_0's rmse: 3.47499 valid_1's rmse: 3.692 [405] valid_0's rmse: 3.47447 valid_1's rmse: 3.6918 [406] valid_0's rmse: 3.47403 valid_1's rmse: 3.69173 [407] valid_0's rmse: 3.4738 valid_1's rmse: 3.69169 [408] valid_0's rmse: 3.47346 valid_1's rmse: 3.69167 [409] valid_0's rmse: 3.4733 valid_1's rmse: 3.69163 [410] valid_0's rmse: 3.47262 valid_1's rmse: 3.69179 [411] valid_0's rmse: 3.4721 valid_1's rmse: 3.69185 [412] valid_0's rmse: 3.47169 valid_1's rmse: 3.69182 [413] valid_0's rmse: 3.4704 valid_1's rmse: 3.69082 [414] valid_0's rmse: 3.46987 valid_1's rmse: 3.69067 [415] valid_0's rmse: 3.4692 valid_1's rmse: 3.69043 [416] valid_0's rmse: 3.46852 valid_1's rmse: 3.69005 [417] valid_0's rmse: 3.46798 valid_1's rmse: 3.68982 [418] valid_0's rmse: 3.46756 valid_1's rmse: 3.68968 [419] valid_0's rmse: 3.46705 valid_1's rmse: 3.68956 [420] valid_0's rmse: 3.46634 valid_1's rmse: 3.68925 [421] valid_0's rmse: 3.46608 valid_1's rmse: 3.68918 [422] valid_0's rmse: 3.46548 valid_1's rmse: 3.68897 [423] valid_0's rmse: 3.46505 valid_1's rmse: 3.68883 [424] valid_0's rmse: 3.46454 valid_1's rmse: 3.6889 [425] valid_0's rmse: 3.46407 valid_1's rmse: 3.68871 [426] valid_0's rmse: 3.46361 valid_1's rmse: 3.6887 [427] valid_0's rmse: 3.46304 valid_1's rmse: 3.6883 [428] valid_0's rmse: 3.46241 valid_1's rmse: 3.68814 [429] valid_0's rmse: 3.46199 valid_1's rmse: 3.68804 [430] valid_0's rmse: 3.46159 valid_1's rmse: 3.68795 [431] valid_0's rmse: 3.46116 valid_1's rmse: 3.68781 [432] valid_0's rmse: 3.46057 valid_1's rmse: 3.68771 [433] valid_0's rmse: 3.46021 valid_1's rmse: 3.6877 [434] valid_0's rmse: 3.45966 valid_1's rmse: 3.68769 [435] valid_0's rmse: 3.45903 valid_1's rmse: 3.68747 [436] valid_0's rmse: 3.45762 valid_1's rmse: 3.68675 [437] valid_0's rmse: 3.45685 valid_1's rmse: 3.68671 [438] valid_0's rmse: 3.45628 valid_1's rmse: 3.68669 [439] valid_0's rmse: 3.45593 valid_1's rmse: 3.68664 [440] valid_0's rmse: 3.45543 valid_1's rmse: 3.68644 [441] valid_0's rmse: 3.45496 valid_1's rmse: 3.68634 [442] valid_0's rmse: 3.45443 valid_1's rmse: 3.68685 [443] valid_0's rmse: 3.45388 valid_1's rmse: 3.68674 [444] valid_0's rmse: 3.45345 valid_1's rmse: 3.6869 [445] valid_0's rmse: 3.45276 valid_1's rmse: 3.68664 [446] valid_0's rmse: 3.45221 valid_1's rmse: 3.68685 [447] valid_0's rmse: 3.45154 valid_1's rmse: 3.68699 [448] valid_0's rmse: 3.45113 valid_1's rmse: 3.68697 [449] valid_0's rmse: 3.45044 valid_1's rmse: 3.68699 [450] valid_0's rmse: 3.45004 valid_1's rmse: 3.68705 [451] valid_0's rmse: 3.44892 valid_1's rmse: 3.68617 [452] valid_0's rmse: 3.44857 valid_1's rmse: 3.68635 [453] valid_0's rmse: 3.44807 valid_1's rmse: 3.68605 [454] valid_0's rmse: 3.44751 valid_1's rmse: 3.68595 [455] valid_0's rmse: 3.44688 valid_1's rmse: 3.686 [456] valid_0's rmse: 3.44627 valid_1's rmse: 3.68552 [457] valid_0's rmse: 3.44542 valid_1's rmse: 3.68533 [458] valid_0's rmse: 3.44495 valid_1's rmse: 3.68526 [459] valid_0's rmse: 3.44453 valid_1's rmse: 3.6851 [460] valid_0's rmse: 3.44398 valid_1's rmse: 3.68494 [461] valid_0's rmse: 3.44357 valid_1's rmse: 3.68492 [462] valid_0's rmse: 3.44316 valid_1's rmse: 3.68477 [463] valid_0's rmse: 3.44272 valid_1's rmse: 3.68469 [464] valid_0's rmse: 3.4422 valid_1's rmse: 3.68445 [465] valid_0's rmse: 3.44173 valid_1's rmse: 3.6845 [466] valid_0's rmse: 3.44124 valid_1's rmse: 3.68404 [467] valid_0's rmse: 3.44089 valid_1's rmse: 3.68384 [468] valid_0's rmse: 3.44032 valid_1's rmse: 3.68366 [469] valid_0's rmse: 3.43964 valid_1's rmse: 3.68364 [470] valid_0's rmse: 3.43932 valid_1's rmse: 3.68345 [471] valid_0's rmse: 3.439 valid_1's rmse: 3.68356 [472] valid_0's rmse: 3.43867 valid_1's rmse: 3.68353 [473] valid_0's rmse: 3.43825 valid_1's rmse: 3.68347 [474] valid_0's rmse: 3.43778 valid_1's rmse: 3.68346 [475] valid_0's rmse: 3.43736 valid_1's rmse: 3.68348 [476] valid_0's rmse: 3.43679 valid_1's rmse: 3.68348 [477] valid_0's rmse: 3.43632 valid_1's rmse: 3.68325 [478] valid_0's rmse: 3.436 valid_1's rmse: 3.68312 [479] valid_0's rmse: 3.43542 valid_1's rmse: 3.68269 [480] valid_0's rmse: 3.43489 valid_1's rmse: 3.68256 [481] valid_0's rmse: 3.43435 valid_1's rmse: 3.68243 [482] valid_0's rmse: 3.4341 valid_1's rmse: 3.68251 [483] valid_0's rmse: 3.43388 valid_1's rmse: 3.68257 [484] valid_0's rmse: 3.43326 valid_1's rmse: 3.68234 [485] valid_0's rmse: 3.43288 valid_1's rmse: 3.68208 [486] valid_0's rmse: 3.43199 valid_1's rmse: 3.68182 [487] valid_0's rmse: 3.43167 valid_1's rmse: 3.68183 [488] valid_0's rmse: 3.43116 valid_1's rmse: 3.68178 [489] valid_0's rmse: 3.43078 valid_1's rmse: 3.68182 [490] valid_0's rmse: 3.43001 valid_1's rmse: 3.68136 [491] valid_0's rmse: 3.42981 valid_1's rmse: 3.68132 [492] valid_0's rmse: 3.42926 valid_1's rmse: 3.68103 [493] valid_0's rmse: 3.42867 valid_1's rmse: 3.68091 [494] valid_0's rmse: 3.42854 valid_1's rmse: 3.68093 [495] valid_0's rmse: 3.42816 valid_1's rmse: 3.68092 [496] valid_0's rmse: 3.42762 valid_1's rmse: 3.68096 [497] valid_0's rmse: 3.42719 valid_1's rmse: 3.6808 [498] valid_0's rmse: 3.42685 valid_1's rmse: 3.68076 [499] valid_0's rmse: 3.42583 valid_1's rmse: 3.6798 [500] valid_0's rmse: 3.42549 valid_1's rmse: 3.6796 [501] valid_0's rmse: 3.425 valid_1's rmse: 3.67957 [502] valid_0's rmse: 3.42409 valid_1's rmse: 3.67963 [503] valid_0's rmse: 3.42361 valid_1's rmse: 3.67934 [504] valid_0's rmse: 3.42309 valid_1's rmse: 3.67933 [505] valid_0's rmse: 3.42254 valid_1's rmse: 3.67906 [506] valid_0's rmse: 3.42196 valid_1's rmse: 3.67886 [507] valid_0's rmse: 3.4213 valid_1's rmse: 3.67921 [508] valid_0's rmse: 3.42096 valid_1's rmse: 3.67911 [509] valid_0's rmse: 3.42053 valid_1's rmse: 3.67909 [510] valid_0's rmse: 3.41998 valid_1's rmse: 3.67923 [511] valid_0's rmse: 3.41966 valid_1's rmse: 3.67923 [512] valid_0's rmse: 3.41891 valid_1's rmse: 3.67877 [513] valid_0's rmse: 3.41867 valid_1's rmse: 3.67872 [514] valid_0's rmse: 3.41828 valid_1's rmse: 3.67872 [515] valid_0's rmse: 3.41754 valid_1's rmse: 3.67873 [516] valid_0's rmse: 3.41713 valid_1's rmse: 3.67865 [517] valid_0's rmse: 3.41672 valid_1's rmse: 3.67871 [518] valid_0's rmse: 3.41622 valid_1's rmse: 3.67905 [519] valid_0's rmse: 3.41586 valid_1's rmse: 3.6791 [520] valid_0's rmse: 3.41542 valid_1's rmse: 3.67896 [521] valid_0's rmse: 3.41487 valid_1's rmse: 3.67876 [522] valid_0's rmse: 3.4144 valid_1's rmse: 3.67867 [523] valid_0's rmse: 3.41408 valid_1's rmse: 3.67858 [524] valid_0's rmse: 3.41358 valid_1's rmse: 3.67832 [525] valid_0's rmse: 3.41313 valid_1's rmse: 3.67817 [526] valid_0's rmse: 3.41268 valid_1's rmse: 3.6783 [527] valid_0's rmse: 3.41212 valid_1's rmse: 3.67853 [528] valid_0's rmse: 3.41168 valid_1's rmse: 3.67871 [529] valid_0's rmse: 3.41129 valid_1's rmse: 3.67895 [530] valid_0's rmse: 3.41092 valid_1's rmse: 3.67886 [531] valid_0's rmse: 3.41058 valid_1's rmse: 3.67891 [532] valid_0's rmse: 3.41019 valid_1's rmse: 3.67893 [533] valid_0's rmse: 3.40975 valid_1's rmse: 3.67916 [534] valid_0's rmse: 3.40941 valid_1's rmse: 3.6792 [535] valid_0's rmse: 3.40907 valid_1's rmse: 3.6791 [536] valid_0's rmse: 3.40872 valid_1's rmse: 3.6793 [537] valid_0's rmse: 3.40817 valid_1's rmse: 3.67926 [538] valid_0's rmse: 3.40783 valid_1's rmse: 3.67921 [539] valid_0's rmse: 3.4077 valid_1's rmse: 3.67922 [540] valid_0's rmse: 3.40729 valid_1's rmse: 3.67925 [541] valid_0's rmse: 3.40687 valid_1's rmse: 3.67928 [542] valid_0's rmse: 3.40646 valid_1's rmse: 3.67922 [543] valid_0's rmse: 3.40584 valid_1's rmse: 3.6789 [544] valid_0's rmse: 3.40541 valid_1's rmse: 3.67877 [545] valid_0's rmse: 3.40483 valid_1's rmse: 3.67867 Early stopping, best iteration is: [525] valid_0's rmse: 3.41313 valid_1's rmse: 3.67817 SCORE: 3.6781745805205137 [1] valid_0's rmse: 8.96337 valid_1's rmse: 8.92267 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37562 valid_1's rmse: 8.33669 [3] valid_0's rmse: 7.85174 valid_1's rmse: 7.81408 [4] valid_0's rmse: 7.39745 valid_1's rmse: 7.36145 [5] valid_0's rmse: 7.00276 valid_1's rmse: 6.96783 [6] valid_0's rmse: 6.65642 valid_1's rmse: 6.62341 [7] valid_0's rmse: 6.37025 valid_1's rmse: 6.33883 [8] valid_0's rmse: 6.11217 valid_1's rmse: 6.08062 [9] valid_0's rmse: 5.88327 valid_1's rmse: 5.852 [10] valid_0's rmse: 5.67865 valid_1's rmse: 5.64753 [11] valid_0's rmse: 5.50011 valid_1's rmse: 5.46947 [12] valid_0's rmse: 5.35306 valid_1's rmse: 5.32407 [13] valid_0's rmse: 5.22336 valid_1's rmse: 5.19518 [14] valid_0's rmse: 5.11099 valid_1's rmse: 5.0837 [15] valid_0's rmse: 5.00513 valid_1's rmse: 4.97894 [16] valid_0's rmse: 4.90235 valid_1's rmse: 4.87688 [17] valid_0's rmse: 4.82436 valid_1's rmse: 4.79961 [18] valid_0's rmse: 4.75384 valid_1's rmse: 4.73052 [19] valid_0's rmse: 4.69628 valid_1's rmse: 4.67418 [20] valid_0's rmse: 4.63423 valid_1's rmse: 4.61213 [21] valid_0's rmse: 4.58237 valid_1's rmse: 4.56057 [22] valid_0's rmse: 4.53569 valid_1's rmse: 4.51625 [23] valid_0's rmse: 4.49849 valid_1's rmse: 4.48043 [24] valid_0's rmse: 4.46733 valid_1's rmse: 4.45005 [25] valid_0's rmse: 4.43065 valid_1's rmse: 4.41364 [26] valid_0's rmse: 4.3919 valid_1's rmse: 4.37555 [27] valid_0's rmse: 4.3581 valid_1's rmse: 4.34241 [28] valid_0's rmse: 4.3231 valid_1's rmse: 4.30735 [29] valid_0's rmse: 4.30202 valid_1's rmse: 4.28667 [30] valid_0's rmse: 4.27416 valid_1's rmse: 4.25867 [31] valid_0's rmse: 4.24995 valid_1's rmse: 4.23561 [32] valid_0's rmse: 4.22719 valid_1's rmse: 4.21317 [33] valid_0's rmse: 4.21514 valid_1's rmse: 4.20235 [34] valid_0's rmse: 4.19147 valid_1's rmse: 4.17928 [35] valid_0's rmse: 4.17246 valid_1's rmse: 4.16119 [36] valid_0's rmse: 4.16395 valid_1's rmse: 4.15349 [37] valid_0's rmse: 4.15468 valid_1's rmse: 4.14534 [38] valid_0's rmse: 4.1376 valid_1's rmse: 4.129 [39] valid_0's rmse: 4.13017 valid_1's rmse: 4.12258 [40] valid_0's rmse: 4.12599 valid_1's rmse: 4.11962 [41] valid_0's rmse: 4.11939 valid_1's rmse: 4.1143 [42] valid_0's rmse: 4.10828 valid_1's rmse: 4.1055 [43] valid_0's rmse: 4.09843 valid_1's rmse: 4.09627 [44] valid_0's rmse: 4.09175 valid_1's rmse: 4.09064 [45] valid_0's rmse: 4.08074 valid_1's rmse: 4.0813 [46] valid_0's rmse: 4.07597 valid_1's rmse: 4.07707 [47] valid_0's rmse: 4.06809 valid_1's rmse: 4.06999 [48] valid_0's rmse: 4.05509 valid_1's rmse: 4.05739 [49] valid_0's rmse: 4.05199 valid_1's rmse: 4.05556 [50] valid_0's rmse: 4.04093 valid_1's rmse: 4.04501 [51] valid_0's rmse: 4.03385 valid_1's rmse: 4.03831 [52] valid_0's rmse: 4.02316 valid_1's rmse: 4.02745 [53] valid_0's rmse: 4.01326 valid_1's rmse: 4.01915 [54] valid_0's rmse: 4.00183 valid_1's rmse: 4.00785 [55] valid_0's rmse: 3.99328 valid_1's rmse: 3.99972 [56] valid_0's rmse: 3.9835 valid_1's rmse: 3.99034 [57] valid_0's rmse: 3.97801 valid_1's rmse: 3.98531 [58] valid_0's rmse: 3.97388 valid_1's rmse: 3.98211 [59] valid_0's rmse: 3.96669 valid_1's rmse: 3.97554 [60] valid_0's rmse: 3.96233 valid_1's rmse: 3.97207 [61] valid_0's rmse: 3.95809 valid_1's rmse: 3.96951 [62] valid_0's rmse: 3.95392 valid_1's rmse: 3.966 [63] valid_0's rmse: 3.95137 valid_1's rmse: 3.96378 [64] valid_0's rmse: 3.94786 valid_1's rmse: 3.96153 [65] valid_0's rmse: 3.94405 valid_1's rmse: 3.9592 [66] valid_0's rmse: 3.93719 valid_1's rmse: 3.95298 [67] valid_0's rmse: 3.93341 valid_1's rmse: 3.94928 [68] valid_0's rmse: 3.92914 valid_1's rmse: 3.94542 [69] valid_0's rmse: 3.92208 valid_1's rmse: 3.93958 [70] valid_0's rmse: 3.91985 valid_1's rmse: 3.93944 [71] valid_0's rmse: 3.91626 valid_1's rmse: 3.93641 [72] valid_0's rmse: 3.91192 valid_1's rmse: 3.93302 [73] valid_0's rmse: 3.90909 valid_1's rmse: 3.93161 [74] valid_0's rmse: 3.90415 valid_1's rmse: 3.92738 [75] valid_0's rmse: 3.89772 valid_1's rmse: 3.92177 [76] valid_0's rmse: 3.89448 valid_1's rmse: 3.91895 [77] valid_0's rmse: 3.89144 valid_1's rmse: 3.91698 [78] valid_0's rmse: 3.88883 valid_1's rmse: 3.91514 [79] valid_0's rmse: 3.88391 valid_1's rmse: 3.91064 [80] valid_0's rmse: 3.87729 valid_1's rmse: 3.90437 [81] valid_0's rmse: 3.87032 valid_1's rmse: 3.89787 [82] valid_0's rmse: 3.86694 valid_1's rmse: 3.896 [83] valid_0's rmse: 3.86436 valid_1's rmse: 3.89516 [84] valid_0's rmse: 3.86176 valid_1's rmse: 3.89333 [85] valid_0's rmse: 3.85795 valid_1's rmse: 3.88967 [86] valid_0's rmse: 3.85573 valid_1's rmse: 3.8886 [87] valid_0's rmse: 3.85053 valid_1's rmse: 3.88419 [88] valid_0's rmse: 3.84768 valid_1's rmse: 3.88216 [89] valid_0's rmse: 3.8436 valid_1's rmse: 3.87838 [90] valid_0's rmse: 3.84147 valid_1's rmse: 3.87716 [91] valid_0's rmse: 3.83933 valid_1's rmse: 3.87623 [92] valid_0's rmse: 3.83644 valid_1's rmse: 3.87388 [93] valid_0's rmse: 3.83454 valid_1's rmse: 3.87267 [94] valid_0's rmse: 3.82931 valid_1's rmse: 3.86779 [95] valid_0's rmse: 3.82585 valid_1's rmse: 3.86478 [96] valid_0's rmse: 3.82306 valid_1's rmse: 3.86274 [97] valid_0's rmse: 3.82055 valid_1's rmse: 3.8612 [98] valid_0's rmse: 3.81835 valid_1's rmse: 3.85959 [99] valid_0's rmse: 3.81636 valid_1's rmse: 3.85853 [100] valid_0's rmse: 3.81431 valid_1's rmse: 3.85715 [101] valid_0's rmse: 3.8123 valid_1's rmse: 3.85571 [102] valid_0's rmse: 3.81009 valid_1's rmse: 3.85455 [103] valid_0's rmse: 3.80582 valid_1's rmse: 3.8514 [104] valid_0's rmse: 3.8027 valid_1's rmse: 3.84878 [105] valid_0's rmse: 3.80022 valid_1's rmse: 3.84799 [106] valid_0's rmse: 3.79695 valid_1's rmse: 3.84534 [107] valid_0's rmse: 3.7939 valid_1's rmse: 3.84294 [108] valid_0's rmse: 3.79144 valid_1's rmse: 3.84199 [109] valid_0's rmse: 3.79005 valid_1's rmse: 3.84125 [110] valid_0's rmse: 3.78702 valid_1's rmse: 3.83947 [111] valid_0's rmse: 3.78518 valid_1's rmse: 3.83897 [112] valid_0's rmse: 3.78211 valid_1's rmse: 3.83624 [113] valid_0's rmse: 3.78066 valid_1's rmse: 3.83527 [114] valid_0's rmse: 3.77786 valid_1's rmse: 3.83262 [115] valid_0's rmse: 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rmse: 3.67327 [635] valid_0's rmse: 3.37619 valid_1's rmse: 3.67324 [636] valid_0's rmse: 3.37558 valid_1's rmse: 3.67293 [637] valid_0's rmse: 3.37523 valid_1's rmse: 3.67281 [638] valid_0's rmse: 3.37477 valid_1's rmse: 3.67251 [639] valid_0's rmse: 3.37452 valid_1's rmse: 3.67239 [640] valid_0's rmse: 3.37414 valid_1's rmse: 3.67226 [641] valid_0's rmse: 3.37387 valid_1's rmse: 3.67224 [642] valid_0's rmse: 3.37354 valid_1's rmse: 3.67237 [643] valid_0's rmse: 3.37336 valid_1's rmse: 3.67236 [644] valid_0's rmse: 3.37296 valid_1's rmse: 3.67259 [645] valid_0's rmse: 3.37283 valid_1's rmse: 3.6726 [646] valid_0's rmse: 3.37265 valid_1's rmse: 3.67255 [647] valid_0's rmse: 3.37234 valid_1's rmse: 3.67281 [648] valid_0's rmse: 3.37176 valid_1's rmse: 3.67258 [649] valid_0's rmse: 3.37136 valid_1's rmse: 3.67254 [650] valid_0's rmse: 3.37086 valid_1's rmse: 3.67251 [651] valid_0's rmse: 3.3704 valid_1's rmse: 3.67256 [652] valid_0's rmse: 3.37007 valid_1's rmse: 3.67255 [653] valid_0's rmse: 3.36969 valid_1's rmse: 3.67237 [654] valid_0's rmse: 3.36928 valid_1's rmse: 3.67199 [655] valid_0's rmse: 3.36904 valid_1's rmse: 3.67192 [656] valid_0's rmse: 3.36877 valid_1's rmse: 3.67194 [657] valid_0's rmse: 3.36802 valid_1's rmse: 3.67157 [658] valid_0's rmse: 3.36775 valid_1's rmse: 3.67173 [659] valid_0's rmse: 3.3675 valid_1's rmse: 3.67164 [660] valid_0's rmse: 3.36709 valid_1's rmse: 3.67168 [661] valid_0's rmse: 3.36671 valid_1's rmse: 3.67165 [662] valid_0's rmse: 3.36636 valid_1's rmse: 3.67157 [663] valid_0's rmse: 3.366 valid_1's rmse: 3.67139 [664] valid_0's rmse: 3.36568 valid_1's rmse: 3.67139 [665] valid_0's rmse: 3.36532 valid_1's rmse: 3.67126 [666] valid_0's rmse: 3.36487 valid_1's rmse: 3.67103 [667] valid_0's rmse: 3.36448 valid_1's rmse: 3.67079 [668] valid_0's rmse: 3.36412 valid_1's rmse: 3.67076 [669] valid_0's rmse: 3.36382 valid_1's rmse: 3.67042 [670] valid_0's rmse: 3.36339 valid_1's rmse: 3.6704 [671] valid_0's rmse: 3.36265 valid_1's rmse: 3.67064 [672] valid_0's rmse: 3.36215 valid_1's rmse: 3.67048 [673] valid_0's rmse: 3.36175 valid_1's rmse: 3.67011 [674] valid_0's rmse: 3.36137 valid_1's rmse: 3.67002 [675] valid_0's rmse: 3.36084 valid_1's rmse: 3.6697 [676] valid_0's rmse: 3.36059 valid_1's rmse: 3.66971 [677] valid_0's rmse: 3.36018 valid_1's rmse: 3.66957 [678] valid_0's rmse: 3.35984 valid_1's rmse: 3.66965 [679] valid_0's rmse: 3.35948 valid_1's rmse: 3.66971 [680] valid_0's rmse: 3.3592 valid_1's rmse: 3.66963 [681] valid_0's rmse: 3.35895 valid_1's rmse: 3.66978 [682] valid_0's rmse: 3.35855 valid_1's rmse: 3.66957 [683] valid_0's rmse: 3.35816 valid_1's rmse: 3.66947 [684] valid_0's rmse: 3.358 valid_1's rmse: 3.66956 [685] valid_0's rmse: 3.35765 valid_1's rmse: 3.6695 [686] valid_0's rmse: 3.35721 valid_1's rmse: 3.66963 [687] valid_0's rmse: 3.35689 valid_1's rmse: 3.66964 [688] valid_0's rmse: 3.35651 valid_1's rmse: 3.66962 [689] valid_0's rmse: 3.35618 valid_1's rmse: 3.66968 [690] valid_0's rmse: 3.35604 valid_1's rmse: 3.66959 [691] valid_0's rmse: 3.35574 valid_1's rmse: 3.6697 [692] valid_0's rmse: 3.35539 valid_1's rmse: 3.66959 [693] valid_0's rmse: 3.35493 valid_1's rmse: 3.66938 [694] valid_0's rmse: 3.35469 valid_1's rmse: 3.66931 [695] valid_0's rmse: 3.35447 valid_1's rmse: 3.66933 [696] valid_0's rmse: 3.35428 valid_1's rmse: 3.6693 [697] valid_0's rmse: 3.35399 valid_1's rmse: 3.66938 [698] valid_0's rmse: 3.35355 valid_1's rmse: 3.66934 [699] valid_0's rmse: 3.35335 valid_1's rmse: 3.66939 [700] valid_0's rmse: 3.35283 valid_1's rmse: 3.66945 [701] valid_0's rmse: 3.35251 valid_1's rmse: 3.6695 [702] valid_0's rmse: 3.35231 valid_1's rmse: 3.66941 [703] valid_0's rmse: 3.35214 valid_1's rmse: 3.66937 [704] valid_0's rmse: 3.35155 valid_1's rmse: 3.6695 [705] valid_0's rmse: 3.35139 valid_1's rmse: 3.66949 [706] valid_0's rmse: 3.351 valid_1's rmse: 3.66946 [707] valid_0's rmse: 3.35058 valid_1's rmse: 3.6694 [708] valid_0's rmse: 3.35023 valid_1's rmse: 3.66933 [709] valid_0's rmse: 3.3498 valid_1's rmse: 3.66931 [710] valid_0's rmse: 3.34961 valid_1's rmse: 3.66918 [711] valid_0's rmse: 3.34923 valid_1's rmse: 3.66913 [712] valid_0's rmse: 3.34911 valid_1's rmse: 3.66913 [713] valid_0's rmse: 3.3486 valid_1's rmse: 3.66899 [714] valid_0's rmse: 3.34827 valid_1's rmse: 3.66897 [715] valid_0's rmse: 3.34783 valid_1's rmse: 3.66904 [716] valid_0's rmse: 3.3476 valid_1's rmse: 3.669 [717] valid_0's rmse: 3.34731 valid_1's rmse: 3.66898 [718] valid_0's rmse: 3.34712 valid_1's rmse: 3.66906 [719] valid_0's rmse: 3.34693 valid_1's rmse: 3.669 [720] valid_0's rmse: 3.34653 valid_1's rmse: 3.66878 [721] valid_0's rmse: 3.34621 valid_1's rmse: 3.6687 [722] valid_0's rmse: 3.34592 valid_1's rmse: 3.66885 [723] valid_0's rmse: 3.34573 valid_1's rmse: 3.66886 [724] valid_0's rmse: 3.3455 valid_1's rmse: 3.66886 [725] valid_0's rmse: 3.34526 valid_1's rmse: 3.66896 [726] valid_0's rmse: 3.34499 valid_1's rmse: 3.6689 [727] valid_0's rmse: 3.34479 valid_1's rmse: 3.66883 [728] valid_0's rmse: 3.34443 valid_1's rmse: 3.66917 [729] valid_0's rmse: 3.34427 valid_1's rmse: 3.66907 [730] valid_0's rmse: 3.34393 valid_1's rmse: 3.6691 [731] valid_0's rmse: 3.34279 valid_1's rmse: 3.66849 [732] valid_0's rmse: 3.34252 valid_1's rmse: 3.66848 [733] valid_0's rmse: 3.34221 valid_1's rmse: 3.66844 [734] valid_0's rmse: 3.34114 valid_1's rmse: 3.66767 [735] valid_0's rmse: 3.34098 valid_1's rmse: 3.66762 [736] valid_0's rmse: 3.34062 valid_1's rmse: 3.66736 [737] valid_0's rmse: 3.34034 valid_1's rmse: 3.66738 [738] valid_0's rmse: 3.33981 valid_1's rmse: 3.6673 [739] valid_0's rmse: 3.33956 valid_1's rmse: 3.66722 [740] valid_0's rmse: 3.33926 valid_1's rmse: 3.66721 [741] valid_0's rmse: 3.3389 valid_1's rmse: 3.6672 [742] valid_0's rmse: 3.33862 valid_1's rmse: 3.66724 [743] valid_0's rmse: 3.33811 valid_1's rmse: 3.66779 [744] valid_0's rmse: 3.3378 valid_1's rmse: 3.66796 [745] valid_0's rmse: 3.33756 valid_1's rmse: 3.66807 [746] valid_0's rmse: 3.33718 valid_1's rmse: 3.66804 [747] valid_0's rmse: 3.33684 valid_1's rmse: 3.6679 [748] valid_0's rmse: 3.33633 valid_1's rmse: 3.66785 [749] valid_0's rmse: 3.33593 valid_1's rmse: 3.66768 [750] valid_0's rmse: 3.33569 valid_1's rmse: 3.6677 [751] valid_0's rmse: 3.33538 valid_1's rmse: 3.6676 [752] valid_0's rmse: 3.33505 valid_1's rmse: 3.66756 [753] valid_0's rmse: 3.33483 valid_1's rmse: 3.66742 [754] valid_0's rmse: 3.33461 valid_1's rmse: 3.66736 [755] valid_0's rmse: 3.33422 valid_1's rmse: 3.66714 [756] valid_0's rmse: 3.33388 valid_1's rmse: 3.667 [757] valid_0's rmse: 3.33362 valid_1's rmse: 3.66682 [758] valid_0's rmse: 3.33332 valid_1's rmse: 3.66682 [759] valid_0's rmse: 3.33291 valid_1's rmse: 3.66675 [760] valid_0's rmse: 3.33256 valid_1's rmse: 3.66665 [761] valid_0's rmse: 3.33225 valid_1's rmse: 3.66666 [762] valid_0's rmse: 3.33211 valid_1's rmse: 3.66666 [763] valid_0's rmse: 3.3318 valid_1's rmse: 3.66657 [764] valid_0's rmse: 3.33141 valid_1's rmse: 3.6664 [765] valid_0's rmse: 3.33112 valid_1's rmse: 3.6666 [766] valid_0's rmse: 3.33074 valid_1's rmse: 3.66675 [767] valid_0's rmse: 3.3305 valid_1's rmse: 3.66672 [768] valid_0's rmse: 3.33016 valid_1's rmse: 3.66666 [769] valid_0's rmse: 3.32988 valid_1's rmse: 3.66666 [770] valid_0's rmse: 3.32959 valid_1's rmse: 3.66674 [771] valid_0's rmse: 3.32922 valid_1's rmse: 3.667 [772] valid_0's rmse: 3.32885 valid_1's rmse: 3.66693 [773] valid_0's rmse: 3.32846 valid_1's rmse: 3.66673 [774] valid_0's rmse: 3.32787 valid_1's rmse: 3.66666 [775] valid_0's rmse: 3.32747 valid_1's rmse: 3.66634 [776] valid_0's rmse: 3.32722 valid_1's rmse: 3.66632 [777] valid_0's rmse: 3.32697 valid_1's rmse: 3.66628 [778] valid_0's rmse: 3.32672 valid_1's rmse: 3.66624 [779] valid_0's rmse: 3.32629 valid_1's rmse: 3.66623 [780] valid_0's rmse: 3.32595 valid_1's rmse: 3.66627 [781] valid_0's rmse: 3.32577 valid_1's rmse: 3.66617 [782] valid_0's rmse: 3.32552 valid_1's rmse: 3.66608 [783] valid_0's rmse: 3.32472 valid_1's rmse: 3.66577 [784] valid_0's rmse: 3.32432 valid_1's rmse: 3.6658 [785] valid_0's rmse: 3.3241 valid_1's rmse: 3.66569 [786] valid_0's rmse: 3.32359 valid_1's rmse: 3.66562 [787] valid_0's rmse: 3.32339 valid_1's rmse: 3.66559 [788] valid_0's rmse: 3.3231 valid_1's rmse: 3.66531 [789] valid_0's rmse: 3.32267 valid_1's rmse: 3.66498 [790] valid_0's rmse: 3.32226 valid_1's rmse: 3.66471 [791] valid_0's rmse: 3.32195 valid_1's rmse: 3.66472 [792] valid_0's rmse: 3.32167 valid_1's rmse: 3.66445 [793] valid_0's rmse: 3.32136 valid_1's rmse: 3.66431 [794] valid_0's rmse: 3.32097 valid_1's rmse: 3.66434 [795] valid_0's rmse: 3.32047 valid_1's rmse: 3.6644 [796] valid_0's rmse: 3.32037 valid_1's rmse: 3.66437 [797] valid_0's rmse: 3.31998 valid_1's rmse: 3.66432 [798] valid_0's rmse: 3.31954 valid_1's rmse: 3.66426 [799] valid_0's rmse: 3.3192 valid_1's rmse: 3.66434 [800] valid_0's rmse: 3.31902 valid_1's rmse: 3.66437 [801] valid_0's rmse: 3.31866 valid_1's rmse: 3.66465 [802] valid_0's rmse: 3.31836 valid_1's rmse: 3.66492 [803] valid_0's rmse: 3.31811 valid_1's rmse: 3.66514 [804] valid_0's rmse: 3.31784 valid_1's rmse: 3.66524 [805] valid_0's rmse: 3.31735 valid_1's rmse: 3.66514 [806] valid_0's rmse: 3.3172 valid_1's rmse: 3.66522 [807] valid_0's rmse: 3.31689 valid_1's rmse: 3.66541 [808] valid_0's rmse: 3.31659 valid_1's rmse: 3.66543 [809] valid_0's rmse: 3.31624 valid_1's rmse: 3.66526 [810] valid_0's rmse: 3.31598 valid_1's rmse: 3.66541 [811] valid_0's rmse: 3.31573 valid_1's rmse: 3.66557 [812] valid_0's rmse: 3.31542 valid_1's rmse: 3.66566 [813] valid_0's rmse: 3.31509 valid_1's rmse: 3.66571 [814] valid_0's rmse: 3.31476 valid_1's rmse: 3.66584 [815] valid_0's rmse: 3.31437 valid_1's rmse: 3.66557 [816] valid_0's rmse: 3.31422 valid_1's rmse: 3.66557 [817] valid_0's rmse: 3.31395 valid_1's rmse: 3.66555 [818] valid_0's rmse: 3.31368 valid_1's rmse: 3.66543 Early stopping, best iteration is: [798] valid_0's rmse: 3.31954 valid_1's rmse: 3.66426 SCORE: 3.664259903196674 [1] valid_0's rmse: 8.97239 valid_1's rmse: 8.93145 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.37448 valid_1's rmse: 8.33534 [3] valid_0's rmse: 7.85291 valid_1's rmse: 7.81525 [4] valid_0's rmse: 7.39451 valid_1's rmse: 7.3574 [5] valid_0's rmse: 6.99827 valid_1's rmse: 6.96224 [6] valid_0's rmse: 6.64528 valid_1's rmse: 6.60953 [7] valid_0's rmse: 6.3356 valid_1's rmse: 6.30143 [8] valid_0's rmse: 6.07446 valid_1's rmse: 6.04142 [9] valid_0's rmse: 5.83768 valid_1's rmse: 5.80552 [10] valid_0's rmse: 5.6499 valid_1's rmse: 5.61982 [11] valid_0's rmse: 5.4855 valid_1's rmse: 5.45706 [12] valid_0's rmse: 5.32782 valid_1's rmse: 5.29972 [13] valid_0's rmse: 5.20825 valid_1's rmse: 5.18071 [14] valid_0's rmse: 5.08998 valid_1's rmse: 5.06359 [15] valid_0's rmse: 4.99679 valid_1's rmse: 4.97259 [16] valid_0's rmse: 4.89684 valid_1's rmse: 4.87385 [17] valid_0's rmse: 4.80866 valid_1's rmse: 4.78601 [18] valid_0's rmse: 4.73504 valid_1's rmse: 4.71262 [19] valid_0's rmse: 4.68431 valid_1's rmse: 4.66343 [20] valid_0's rmse: 4.62066 valid_1's rmse: 4.60077 [21] valid_0's rmse: 4.5755 valid_1's rmse: 4.55721 [22] valid_0's rmse: 4.53604 valid_1's rmse: 4.51899 [23] valid_0's rmse: 4.49294 valid_1's rmse: 4.47708 [24] valid_0's rmse: 4.44191 valid_1's rmse: 4.42654 [25] valid_0's rmse: 4.38841 valid_1's rmse: 4.37356 [26] valid_0's rmse: 4.35867 valid_1's rmse: 4.34567 [27] valid_0's rmse: 4.3276 valid_1's rmse: 4.31537 [28] valid_0's rmse: 4.30863 valid_1's rmse: 4.29729 [29] valid_0's rmse: 4.28964 valid_1's rmse: 4.28146 [30] valid_0's rmse: 4.26867 valid_1's rmse: 4.26152 [31] valid_0's rmse: 4.25035 valid_1's rmse: 4.24661 [32] valid_0's rmse: 4.22774 valid_1's rmse: 4.22431 [33] valid_0's rmse: 4.21438 valid_1's rmse: 4.21234 [34] valid_0's rmse: 4.18482 valid_1's rmse: 4.18297 [35] valid_0's rmse: 4.16978 valid_1's rmse: 4.16852 [36] valid_0's rmse: 4.15924 valid_1's rmse: 4.16084 [37] valid_0's rmse: 4.13725 valid_1's rmse: 4.13956 [38] valid_0's rmse: 4.12736 valid_1's rmse: 4.12993 [39] valid_0's rmse: 4.11938 valid_1's rmse: 4.12387 [40] valid_0's rmse: 4.105 valid_1's rmse: 4.11034 [41] valid_0's rmse: 4.08756 valid_1's rmse: 4.09284 [42] valid_0's rmse: 4.08093 valid_1's rmse: 4.08832 [43] valid_0's rmse: 4.07356 valid_1's rmse: 4.08168 [44] valid_0's rmse: 4.06339 valid_1's rmse: 4.07255 [45] valid_0's rmse: 4.05762 valid_1's rmse: 4.06832 [46] valid_0's rmse: 4.04998 valid_1's rmse: 4.06146 [47] valid_0's rmse: 4.0422 valid_1's rmse: 4.05527 [48] valid_0's rmse: 4.03732 valid_1's rmse: 4.05214 [49] valid_0's rmse: 4.02599 valid_1's rmse: 4.04094 [50] valid_0's rmse: 4.02137 valid_1's rmse: 4.0376 [51] valid_0's rmse: 4.01551 valid_1's rmse: 4.03381 [52] valid_0's rmse: 4.0099 valid_1's rmse: 4.02915 [53] valid_0's rmse: 4.00458 valid_1's rmse: 4.02382 [54] valid_0's rmse: 3.99498 valid_1's rmse: 4.01599 [55] valid_0's rmse: 3.98729 valid_1's rmse: 4.00917 [56] valid_0's rmse: 3.98202 valid_1's rmse: 4.00473 [57] valid_0's rmse: 3.97428 valid_1's rmse: 3.99812 [58] valid_0's rmse: 3.9693 valid_1's rmse: 3.99348 [59] valid_0's rmse: 3.96257 valid_1's rmse: 3.98692 [60] valid_0's rmse: 3.95793 valid_1's rmse: 3.98321 [61] valid_0's rmse: 3.94684 valid_1's rmse: 3.97344 [62] valid_0's rmse: 3.94223 valid_1's rmse: 3.96992 [63] valid_0's rmse: 3.93817 valid_1's rmse: 3.9665 [64] valid_0's rmse: 3.93368 valid_1's rmse: 3.96446 [65] valid_0's rmse: 3.9253 valid_1's rmse: 3.95636 [66] valid_0's rmse: 3.9173 valid_1's rmse: 3.94856 [67] valid_0's rmse: 3.91227 valid_1's rmse: 3.94376 [68] valid_0's rmse: 3.90919 valid_1's rmse: 3.94142 [69] valid_0's rmse: 3.90602 valid_1's rmse: 3.93907 [70] valid_0's rmse: 3.9005 valid_1's rmse: 3.93505 [71] valid_0's rmse: 3.89513 valid_1's rmse: 3.92977 [72] valid_0's rmse: 3.88552 valid_1's rmse: 3.92072 [73] valid_0's rmse: 3.88199 valid_1's rmse: 3.91892 [74] valid_0's rmse: 3.8751 valid_1's rmse: 3.9124 [75] valid_0's rmse: 3.87035 valid_1's rmse: 3.90805 [76] valid_0's rmse: 3.86358 valid_1's rmse: 3.90141 [77] valid_0's rmse: 3.86054 valid_1's rmse: 3.89895 [78] valid_0's rmse: 3.8567 valid_1's rmse: 3.89615 [79] valid_0's rmse: 3.85202 valid_1's rmse: 3.89375 [80] valid_0's rmse: 3.84747 valid_1's rmse: 3.89008 [81] valid_0's rmse: 3.84238 valid_1's rmse: 3.88539 [82] valid_0's rmse: 3.84029 valid_1's rmse: 3.88393 [83] valid_0's rmse: 3.83473 valid_1's rmse: 3.87881 [84] valid_0's rmse: 3.83242 valid_1's rmse: 3.8779 [85] valid_0's rmse: 3.82741 valid_1's rmse: 3.87322 [86] valid_0's rmse: 3.82424 valid_1's rmse: 3.87159 [87] valid_0's rmse: 3.81691 valid_1's rmse: 3.86454 [88] valid_0's rmse: 3.8135 valid_1's rmse: 3.86132 [89] valid_0's rmse: 3.81154 valid_1's rmse: 3.86036 [90] valid_0's rmse: 3.80922 valid_1's rmse: 3.85967 [91] valid_0's rmse: 3.80649 valid_1's rmse: 3.85788 [92] valid_0's rmse: 3.80156 valid_1's rmse: 3.85363 [93] valid_0's rmse: 3.79941 valid_1's rmse: 3.85259 [94] valid_0's rmse: 3.79668 valid_1's rmse: 3.85191 [95] valid_0's rmse: 3.79384 valid_1's rmse: 3.85005 [96] valid_0's rmse: 3.78905 valid_1's rmse: 3.84579 [97] valid_0's rmse: 3.78544 valid_1's rmse: 3.84256 [98] valid_0's rmse: 3.78137 valid_1's rmse: 3.83873 [99] valid_0's rmse: 3.77796 valid_1's rmse: 3.83567 [100] valid_0's rmse: 3.77448 valid_1's rmse: 3.8328 [101] valid_0's rmse: 3.77157 valid_1's rmse: 3.83092 [102] valid_0's rmse: 3.76748 valid_1's rmse: 3.82775 [103] valid_0's rmse: 3.76385 valid_1's rmse: 3.82476 [104] valid_0's rmse: 3.76004 valid_1's rmse: 3.82268 [105] valid_0's rmse: 3.75446 valid_1's rmse: 3.8174 [106] valid_0's rmse: 3.75059 valid_1's rmse: 3.81368 [107] valid_0's rmse: 3.7479 valid_1's rmse: 3.81285 [108] valid_0's rmse: 3.74572 valid_1's rmse: 3.81091 [109] valid_0's rmse: 3.74218 valid_1's rmse: 3.80802 [110] valid_0's rmse: 3.74015 valid_1's rmse: 3.80791 [111] valid_0's rmse: 3.73856 valid_1's rmse: 3.80773 [112] valid_0's rmse: 3.73598 valid_1's rmse: 3.8058 [113] valid_0's rmse: 3.73323 valid_1's rmse: 3.80441 [114] valid_0's rmse: 3.7305 valid_1's rmse: 3.80216 [115] valid_0's rmse: 3.72865 valid_1's rmse: 3.8014 [116] valid_0's rmse: 3.72603 valid_1's rmse: 3.79925 [117] valid_0's rmse: 3.72436 valid_1's rmse: 3.79804 [118] valid_0's rmse: 3.72226 valid_1's rmse: 3.79655 [119] valid_0's rmse: 3.71984 valid_1's rmse: 3.79452 [120] valid_0's rmse: 3.71714 valid_1's rmse: 3.79283 [121] valid_0's rmse: 3.7142 valid_1's rmse: 3.79237 [122] valid_0's rmse: 3.71258 valid_1's rmse: 3.79171 [123] valid_0's rmse: 3.711 valid_1's rmse: 3.79097 [124] valid_0's rmse: 3.70922 valid_1's rmse: 3.78964 [125] valid_0's rmse: 3.70719 valid_1's rmse: 3.78871 [126] valid_0's rmse: 3.70445 valid_1's rmse: 3.7862 [127] valid_0's rmse: 3.70286 valid_1's rmse: 3.78541 [128] valid_0's rmse: 3.70131 valid_1's rmse: 3.78515 [129] valid_0's rmse: 3.70003 valid_1's rmse: 3.78442 [130] valid_0's rmse: 3.69882 valid_1's rmse: 3.78388 [131] valid_0's rmse: 3.69618 valid_1's rmse: 3.78158 [132] valid_0's rmse: 3.6949 valid_1's rmse: 3.78093 [133] valid_0's rmse: 3.69294 valid_1's rmse: 3.78058 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valid_0's rmse: 3.44422 valid_1's rmse: 3.68823 [376] valid_0's rmse: 3.44368 valid_1's rmse: 3.68822 [377] valid_0's rmse: 3.4432 valid_1's rmse: 3.6882 [378] valid_0's rmse: 3.44274 valid_1's rmse: 3.68806 [379] valid_0's rmse: 3.4419 valid_1's rmse: 3.68764 [380] valid_0's rmse: 3.44124 valid_1's rmse: 3.68748 [381] valid_0's rmse: 3.44025 valid_1's rmse: 3.68789 [382] valid_0's rmse: 3.4396 valid_1's rmse: 3.68819 [383] valid_0's rmse: 3.43869 valid_1's rmse: 3.68857 [384] valid_0's rmse: 3.43782 valid_1's rmse: 3.68877 [385] valid_0's rmse: 3.43668 valid_1's rmse: 3.68782 [386] valid_0's rmse: 3.43605 valid_1's rmse: 3.68748 [387] valid_0's rmse: 3.43555 valid_1's rmse: 3.68743 [388] valid_0's rmse: 3.43471 valid_1's rmse: 3.68783 [389] valid_0's rmse: 3.43349 valid_1's rmse: 3.68699 [390] valid_0's rmse: 3.43286 valid_1's rmse: 3.68701 [391] valid_0's rmse: 3.4321 valid_1's rmse: 3.68682 [392] valid_0's rmse: 3.43176 valid_1's rmse: 3.68684 [393] valid_0's rmse: 3.43071 valid_1's rmse: 3.68624 [394] valid_0's rmse: 3.43024 valid_1's rmse: 3.68627 [395] valid_0's rmse: 3.42954 valid_1's rmse: 3.68646 [396] valid_0's rmse: 3.42906 valid_1's rmse: 3.68625 [397] valid_0's rmse: 3.42863 valid_1's rmse: 3.68626 [398] valid_0's rmse: 3.42827 valid_1's rmse: 3.68616 [399] valid_0's rmse: 3.42768 valid_1's rmse: 3.68588 [400] valid_0's rmse: 3.4268 valid_1's rmse: 3.68525 [401] valid_0's rmse: 3.42604 valid_1's rmse: 3.68517 [402] valid_0's rmse: 3.42516 valid_1's rmse: 3.68543 [403] valid_0's rmse: 3.4246 valid_1's rmse: 3.68534 [404] valid_0's rmse: 3.42389 valid_1's rmse: 3.68575 [405] valid_0's rmse: 3.42344 valid_1's rmse: 3.68581 [406] valid_0's rmse: 3.42268 valid_1's rmse: 3.6861 [407] valid_0's rmse: 3.42237 valid_1's rmse: 3.68594 [408] valid_0's rmse: 3.42186 valid_1's rmse: 3.68589 [409] valid_0's rmse: 3.4214 valid_1's rmse: 3.68579 [410] valid_0's rmse: 3.42097 valid_1's rmse: 3.6857 [411] valid_0's rmse: 3.42074 valid_1's rmse: 3.68565 [412] valid_0's rmse: 3.42048 valid_1's rmse: 3.68566 [413] valid_0's rmse: 3.41998 valid_1's rmse: 3.68567 [414] valid_0's rmse: 3.41959 valid_1's rmse: 3.68558 [415] valid_0's rmse: 3.41914 valid_1's rmse: 3.6855 [416] valid_0's rmse: 3.4187 valid_1's rmse: 3.68527 [417] valid_0's rmse: 3.4181 valid_1's rmse: 3.68504 [418] valid_0's rmse: 3.41789 valid_1's rmse: 3.68503 [419] valid_0's rmse: 3.41736 valid_1's rmse: 3.68487 [420] valid_0's rmse: 3.41709 valid_1's rmse: 3.68476 [421] valid_0's rmse: 3.41647 valid_1's rmse: 3.68476 [422] valid_0's rmse: 3.4158 valid_1's rmse: 3.68523 [423] valid_0's rmse: 3.41521 valid_1's rmse: 3.68502 [424] valid_0's rmse: 3.41481 valid_1's rmse: 3.68479 [425] valid_0's rmse: 3.4141 valid_1's rmse: 3.68459 [426] valid_0's rmse: 3.41353 valid_1's rmse: 3.68432 [427] valid_0's rmse: 3.41292 valid_1's rmse: 3.68406 [428] valid_0's rmse: 3.4126 valid_1's rmse: 3.68379 [429] valid_0's rmse: 3.41219 valid_1's rmse: 3.68384 [430] valid_0's rmse: 3.41172 valid_1's rmse: 3.68361 [431] valid_0's rmse: 3.41125 valid_1's rmse: 3.68379 [432] valid_0's rmse: 3.4106 valid_1's rmse: 3.68366 [433] valid_0's rmse: 3.41028 valid_1's rmse: 3.68354 [434] valid_0's rmse: 3.40979 valid_1's rmse: 3.68333 [435] valid_0's rmse: 3.40954 valid_1's rmse: 3.68329 [436] valid_0's rmse: 3.4086 valid_1's rmse: 3.68333 [437] valid_0's rmse: 3.40813 valid_1's rmse: 3.68321 [438] valid_0's rmse: 3.40782 valid_1's rmse: 3.68309 [439] valid_0's rmse: 3.40736 valid_1's rmse: 3.68305 [440] valid_0's rmse: 3.40697 valid_1's rmse: 3.68306 [441] valid_0's rmse: 3.4064 valid_1's rmse: 3.68306 [442] valid_0's rmse: 3.40579 valid_1's rmse: 3.68316 [443] valid_0's rmse: 3.40529 valid_1's rmse: 3.68314 [444] valid_0's rmse: 3.40445 valid_1's rmse: 3.68351 [445] valid_0's rmse: 3.40385 valid_1's rmse: 3.68337 [446] valid_0's rmse: 3.40335 valid_1's rmse: 3.68334 [447] valid_0's rmse: 3.40289 valid_1's rmse: 3.68314 [448] valid_0's rmse: 3.40232 valid_1's rmse: 3.68326 [449] valid_0's rmse: 3.40192 valid_1's rmse: 3.68312 [450] valid_0's rmse: 3.40144 valid_1's rmse: 3.68335 [451] valid_0's rmse: 3.40093 valid_1's rmse: 3.6832 [452] valid_0's rmse: 3.40062 valid_1's rmse: 3.68301 [453] valid_0's rmse: 3.40004 valid_1's rmse: 3.68318 [454] valid_0's rmse: 3.39947 valid_1's rmse: 3.68292 [455] valid_0's rmse: 3.39908 valid_1's rmse: 3.68268 [456] valid_0's rmse: 3.3987 valid_1's rmse: 3.6827 [457] valid_0's rmse: 3.3982 valid_1's rmse: 3.68284 [458] valid_0's rmse: 3.39778 valid_1's rmse: 3.68289 [459] valid_0's rmse: 3.39736 valid_1's rmse: 3.68294 [460] valid_0's rmse: 3.39679 valid_1's rmse: 3.68259 [461] valid_0's rmse: 3.39635 valid_1's rmse: 3.68239 [462] valid_0's rmse: 3.3959 valid_1's rmse: 3.68205 [463] valid_0's rmse: 3.39525 valid_1's rmse: 3.68213 [464] valid_0's rmse: 3.39458 valid_1's rmse: 3.68183 [465] valid_0's rmse: 3.39441 valid_1's rmse: 3.68183 [466] valid_0's rmse: 3.39318 valid_1's rmse: 3.68113 [467] valid_0's rmse: 3.39255 valid_1's rmse: 3.6807 [468] valid_0's rmse: 3.3915 valid_1's rmse: 3.68074 [469] valid_0's rmse: 3.39106 valid_1's rmse: 3.68051 [470] valid_0's rmse: 3.39051 valid_1's rmse: 3.68016 [471] valid_0's rmse: 3.38989 valid_1's rmse: 3.67998 [472] valid_0's rmse: 3.38924 valid_1's rmse: 3.6795 [473] valid_0's rmse: 3.38867 valid_1's rmse: 3.67926 [474] valid_0's rmse: 3.38818 valid_1's rmse: 3.67892 [475] valid_0's rmse: 3.38742 valid_1's rmse: 3.6784 [476] valid_0's rmse: 3.38696 valid_1's rmse: 3.67817 [477] valid_0's rmse: 3.38654 valid_1's rmse: 3.67794 [478] valid_0's rmse: 3.38596 valid_1's rmse: 3.67769 [479] valid_0's rmse: 3.38557 valid_1's rmse: 3.67776 [480] valid_0's rmse: 3.38507 valid_1's rmse: 3.67752 [481] valid_0's rmse: 3.38471 valid_1's rmse: 3.6775 [482] valid_0's rmse: 3.38447 valid_1's rmse: 3.67755 [483] valid_0's rmse: 3.38395 valid_1's rmse: 3.67764 [484] valid_0's rmse: 3.38353 valid_1's rmse: 3.67771 [485] valid_0's rmse: 3.38278 valid_1's rmse: 3.67744 [486] valid_0's rmse: 3.38239 valid_1's rmse: 3.6773 [487] valid_0's rmse: 3.38204 valid_1's rmse: 3.67718 [488] valid_0's rmse: 3.38164 valid_1's rmse: 3.67708 [489] valid_0's rmse: 3.38138 valid_1's rmse: 3.67697 [490] valid_0's rmse: 3.38052 valid_1's rmse: 3.67634 [491] valid_0's rmse: 3.37996 valid_1's rmse: 3.6762 [492] valid_0's rmse: 3.37959 valid_1's rmse: 3.67617 [493] valid_0's rmse: 3.3791 valid_1's rmse: 3.67669 [494] valid_0's rmse: 3.37863 valid_1's rmse: 3.67659 [495] valid_0's rmse: 3.37818 valid_1's rmse: 3.67643 [496] valid_0's rmse: 3.37754 valid_1's rmse: 3.67601 [497] valid_0's rmse: 3.37708 valid_1's rmse: 3.6758 [498] valid_0's rmse: 3.37679 valid_1's rmse: 3.67562 [499] valid_0's rmse: 3.37643 valid_1's rmse: 3.6756 [500] valid_0's rmse: 3.37613 valid_1's rmse: 3.6756 [501] valid_0's rmse: 3.37524 valid_1's rmse: 3.67578 [502] valid_0's rmse: 3.37476 valid_1's rmse: 3.6755 [503] valid_0's rmse: 3.37416 valid_1's rmse: 3.67533 [504] valid_0's rmse: 3.3738 valid_1's rmse: 3.67533 [505] valid_0's rmse: 3.37335 valid_1's rmse: 3.67519 [506] valid_0's rmse: 3.37298 valid_1's rmse: 3.67511 [507] valid_0's rmse: 3.37253 valid_1's rmse: 3.67486 [508] valid_0's rmse: 3.37199 valid_1's rmse: 3.67442 [509] valid_0's rmse: 3.37135 valid_1's rmse: 3.67424 [510] valid_0's rmse: 3.37103 valid_1's rmse: 3.67442 [511] valid_0's rmse: 3.3707 valid_1's rmse: 3.67446 [512] valid_0's rmse: 3.37022 valid_1's rmse: 3.67454 [513] valid_0's rmse: 3.3698 valid_1's rmse: 3.67447 [514] valid_0's rmse: 3.36914 valid_1's rmse: 3.67454 [515] valid_0's rmse: 3.36812 valid_1's rmse: 3.67387 [516] valid_0's rmse: 3.36767 valid_1's rmse: 3.67389 [517] valid_0's rmse: 3.3673 valid_1's rmse: 3.67392 [518] valid_0's rmse: 3.36682 valid_1's rmse: 3.67374 [519] valid_0's rmse: 3.36618 valid_1's rmse: 3.67402 [520] valid_0's rmse: 3.36593 valid_1's rmse: 3.67403 [521] valid_0's rmse: 3.3657 valid_1's rmse: 3.67399 [522] valid_0's rmse: 3.36525 valid_1's rmse: 3.67427 [523] valid_0's rmse: 3.36483 valid_1's rmse: 3.67429 [524] valid_0's rmse: 3.36426 valid_1's rmse: 3.67436 [525] valid_0's rmse: 3.36392 valid_1's rmse: 3.67437 [526] valid_0's rmse: 3.36344 valid_1's rmse: 3.67448 [527] valid_0's rmse: 3.36317 valid_1's rmse: 3.67432 [528] valid_0's rmse: 3.36262 valid_1's rmse: 3.6747 [529] valid_0's rmse: 3.36225 valid_1's rmse: 3.67451 [530] valid_0's rmse: 3.36169 valid_1's rmse: 3.6748 [531] valid_0's rmse: 3.36131 valid_1's rmse: 3.6748 [532] valid_0's rmse: 3.36084 valid_1's rmse: 3.67486 [533] valid_0's rmse: 3.36037 valid_1's rmse: 3.67472 [534] valid_0's rmse: 3.36016 valid_1's rmse: 3.67462 [535] valid_0's rmse: 3.35998 valid_1's rmse: 3.67457 [536] valid_0's rmse: 3.35964 valid_1's rmse: 3.67451 [537] valid_0's rmse: 3.35908 valid_1's rmse: 3.67437 [538] valid_0's rmse: 3.35884 valid_1's rmse: 3.67433 Early stopping, best iteration is: [518] valid_0's rmse: 3.36682 valid_1's rmse: 3.67374 SCORE: 3.673741091240791 {'x_max_depth': 24.0, 'x_subsample': 0.9988461076307639, 'x_colsample': 0.38429620148564814}
print(best)
{'x_max_depth': 24.0, 'x_subsample': 0.9988461076307639, 'x_colsample': 0.38429620148564814}
clf = lgb.LGBMRegressor(
objective = 'regression',
n_jobs = -1, # Updated from 'nthread'
verbose=1,
boosting_type='gbdt',
num_leaves=60,
bagging_freq=20,
subsample_freq=100,
max_depth=int(best['x_max_depth']),
subsample=best['x_subsample'],
n_estimators=5000,
colsample_bytree=best['x_colsample'])
#metric='l2_root')
eval_set=[( X_train, y_train), ( X_test,y_test)]
clf.fit(X_train, np.array(y_train),eval_set=eval_set,eval_metric='rmse',early_stopping_rounds=20)
[1] valid_0's rmse: 8.9798 valid_1's rmse: 8.93914 Training until validation scores don't improve for 20 rounds. [2] valid_0's rmse: 8.39323 valid_1's rmse: 8.35406 [3] valid_0's rmse: 7.85848 valid_1's rmse: 7.82037 [4] valid_0's rmse: 7.39007 valid_1's rmse: 7.35339 [5] valid_0's rmse: 6.99438 valid_1's rmse: 6.95927 [6] valid_0's rmse: 6.65308 valid_1's rmse: 6.61947 [7] valid_0's rmse: 6.37012 valid_1's rmse: 6.33836 [8] valid_0's rmse: 6.11505 valid_1's rmse: 6.08418 [9] valid_0's rmse: 5.87288 valid_1's rmse: 5.84327 [10] valid_0's rmse: 5.66594 valid_1's rmse: 5.63734 [11] valid_0's rmse: 5.48534 valid_1's rmse: 5.45723 [12] valid_0's rmse: 5.33163 valid_1's rmse: 5.30408 [13] valid_0's rmse: 5.20221 valid_1's rmse: 5.17543 [14] valid_0's rmse: 5.09328 valid_1's rmse: 5.06747 [15] valid_0's rmse: 4.9763 valid_1's rmse: 4.95102 [16] valid_0's rmse: 4.87357 valid_1's rmse: 4.84898 [17] valid_0's rmse: 4.77735 valid_1's rmse: 4.75322 [18] valid_0's rmse: 4.71395 valid_1's rmse: 4.69029 [19] valid_0's rmse: 4.63342 valid_1's rmse: 4.6105 [20] valid_0's rmse: 4.57577 valid_1's rmse: 4.55312 [21] valid_0's rmse: 4.53101 valid_1's rmse: 4.50985 [22] valid_0's rmse: 4.49413 valid_1's rmse: 4.47553 [23] valid_0's rmse: 4.45494 valid_1's rmse: 4.43739 [24] valid_0's rmse: 4.42467 valid_1's rmse: 4.40796 [25] valid_0's rmse: 4.38556 valid_1's rmse: 4.36934 [26] valid_0's rmse: 4.36289 valid_1's rmse: 4.34869 [27] valid_0's rmse: 4.334 valid_1's rmse: 4.31986 [28] valid_0's rmse: 4.29851 valid_1's rmse: 4.28464 [29] valid_0's rmse: 4.282 valid_1's rmse: 4.26861 [30] valid_0's rmse: 4.25405 valid_1's rmse: 4.24064 [31] valid_0's rmse: 4.23258 valid_1's rmse: 4.22097 [32] valid_0's rmse: 4.20827 valid_1's rmse: 4.19709 [33] valid_0's rmse: 4.19096 valid_1's rmse: 4.17936 [34] valid_0's rmse: 4.17044 valid_1's rmse: 4.15946 [35] valid_0's rmse: 4.15203 valid_1's rmse: 4.14182 [36] valid_0's rmse: 4.1438 valid_1's rmse: 4.13446 [37] valid_0's rmse: 4.12944 valid_1's rmse: 4.12125 [38] valid_0's rmse: 4.11787 valid_1's rmse: 4.11145 [39] valid_0's rmse: 4.11217 valid_1's rmse: 4.10664 [40] valid_0's rmse: 4.10075 valid_1's rmse: 4.09517 [41] valid_0's rmse: 4.09414 valid_1's rmse: 4.08935 [42] valid_0's rmse: 4.08018 valid_1's rmse: 4.0755 [43] valid_0's rmse: 4.07378 valid_1's rmse: 4.06939 [44] valid_0's rmse: 4.06698 valid_1's rmse: 4.06379 [45] valid_0's rmse: 4.05959 valid_1's rmse: 4.05686 [46] valid_0's rmse: 4.05434 valid_1's rmse: 4.05228 [47] valid_0's rmse: 4.04829 valid_1's rmse: 4.04733 [48] valid_0's rmse: 4.03528 valid_1's rmse: 4.03483 [49] valid_0's rmse: 4.03253 valid_1's rmse: 4.03258 [50] valid_0's rmse: 4.02457 valid_1's rmse: 4.02569 [51] valid_0's rmse: 4.01594 valid_1's rmse: 4.01759 [52] valid_0's rmse: 4.00774 valid_1's rmse: 4.00999 [53] valid_0's rmse: 4.00271 valid_1's rmse: 4.00678 [54] valid_0's rmse: 3.99322 valid_1's rmse: 3.99815 [55] valid_0's rmse: 3.98546 valid_1's rmse: 3.99073 [56] valid_0's rmse: 3.97886 valid_1's rmse: 3.98541 [57] valid_0's rmse: 3.97351 valid_1's rmse: 3.98067 [58] valid_0's rmse: 3.96901 valid_1's rmse: 3.977 [59] valid_0's rmse: 3.96373 valid_1's rmse: 3.9719 [60] valid_0's rmse: 3.95573 valid_1's rmse: 3.96495 [61] valid_0's rmse: 3.95103 valid_1's rmse: 3.96207 [62] valid_0's rmse: 3.94705 valid_1's rmse: 3.95975 [63] valid_0's rmse: 3.94129 valid_1's rmse: 3.9543 [64] valid_0's rmse: 3.93663 valid_1's rmse: 3.95183 [65] valid_0's rmse: 3.93357 valid_1's rmse: 3.95009 [66] valid_0's rmse: 3.92799 valid_1's rmse: 3.94544 [67] valid_0's rmse: 3.92361 valid_1's rmse: 3.94131 [68] valid_0's rmse: 3.91976 valid_1's rmse: 3.93858 [69] valid_0's rmse: 3.91493 valid_1's rmse: 3.93505 [70] valid_0's rmse: 3.9098 valid_1's rmse: 3.93079 [71] valid_0's rmse: 3.90121 valid_1's rmse: 3.92213 [72] valid_0's rmse: 3.89732 valid_1's rmse: 3.91994 [73] valid_0's rmse: 3.89275 valid_1's rmse: 3.91551 [74] valid_0's rmse: 3.88809 valid_1's rmse: 3.91173 [75] valid_0's rmse: 3.8834 valid_1's rmse: 3.90727 [76] valid_0's rmse: 3.88075 valid_1's rmse: 3.90478 [77] valid_0's rmse: 3.8763 valid_1's rmse: 3.90133 [78] valid_0's rmse: 3.87354 valid_1's rmse: 3.89884 [79] valid_0's rmse: 3.87021 valid_1's rmse: 3.89662 [80] valid_0's rmse: 3.86748 valid_1's rmse: 3.89499 [81] valid_0's rmse: 3.86357 valid_1's rmse: 3.89159 [82] valid_0's rmse: 3.8605 valid_1's rmse: 3.88958 [83] valid_0's rmse: 3.85801 valid_1's rmse: 3.88822 [84] valid_0's rmse: 3.8549 valid_1's rmse: 3.88622 [85] valid_0's rmse: 3.84898 valid_1's rmse: 3.88071 [86] valid_0's rmse: 3.84494 valid_1's rmse: 3.87701 [87] valid_0's rmse: 3.84017 valid_1's rmse: 3.87298 [88] valid_0's rmse: 3.83564 valid_1's rmse: 3.86891 [89] valid_0's rmse: 3.83331 valid_1's rmse: 3.86742 [90] valid_0's rmse: 3.83068 valid_1's rmse: 3.86576 [91] valid_0's rmse: 3.82786 valid_1's rmse: 3.8644 [92] valid_0's rmse: 3.82489 valid_1's rmse: 3.86184 [93] valid_0's rmse: 3.82112 valid_1's rmse: 3.8584 [94] valid_0's rmse: 3.81587 valid_1's rmse: 3.8537 [95] valid_0's rmse: 3.81374 valid_1's rmse: 3.85254 [96] valid_0's rmse: 3.8089 valid_1's rmse: 3.84831 [97] valid_0's rmse: 3.80659 valid_1's rmse: 3.84743 [98] valid_0's rmse: 3.80488 valid_1's rmse: 3.84645 [99] valid_0's rmse: 3.80273 valid_1's rmse: 3.84553 [100] valid_0's rmse: 3.79942 valid_1's rmse: 3.84259 [101] valid_0's rmse: 3.79543 valid_1's rmse: 3.83898 [102] valid_0's rmse: 3.79297 valid_1's rmse: 3.83695 [103] valid_0's rmse: 3.79039 valid_1's rmse: 3.83637 [104] valid_0's rmse: 3.78686 valid_1's rmse: 3.83358 [105] valid_0's rmse: 3.78425 valid_1's rmse: 3.83304 [106] valid_0's rmse: 3.78135 valid_1's rmse: 3.83078 [107] valid_0's rmse: 3.77813 valid_1's rmse: 3.8284 [108] valid_0's rmse: 3.77581 valid_1's rmse: 3.82749 [109] valid_0's rmse: 3.77323 valid_1's rmse: 3.82583 [110] valid_0's rmse: 3.77131 valid_1's rmse: 3.82466 [111] valid_0's rmse: 3.76707 valid_1's rmse: 3.82052 [112] valid_0's rmse: 3.7655 valid_1's rmse: 3.8194 [113] valid_0's rmse: 3.76392 valid_1's rmse: 3.8191 [114] valid_0's rmse: 3.75935 valid_1's rmse: 3.81499 [115] valid_0's rmse: 3.75743 valid_1's rmse: 3.81394 [116] valid_0's rmse: 3.75397 valid_1's rmse: 3.81072 [117] valid_0's rmse: 3.75272 valid_1's rmse: 3.8105 [118] valid_0's rmse: 3.75107 valid_1's rmse: 3.80915 [119] valid_0's rmse: 3.74728 valid_1's rmse: 3.80592 [120] valid_0's rmse: 3.74527 valid_1's rmse: 3.80503 [121] valid_0's rmse: 3.74391 valid_1's rmse: 3.80438 [122] valid_0's rmse: 3.74262 valid_1's rmse: 3.8038 [123] valid_0's rmse: 3.74097 valid_1's rmse: 3.80359 [124] valid_0's rmse: 3.73908 valid_1's rmse: 3.80242 [125] valid_0's rmse: 3.73655 valid_1's rmse: 3.80155 [126] valid_0's rmse: 3.7335 valid_1's rmse: 3.79918 [127] valid_0's rmse: 3.73086 valid_1's rmse: 3.79773 [128] valid_0's rmse: 3.72932 valid_1's rmse: 3.79688 [129] valid_0's rmse: 3.72709 valid_1's rmse: 3.79507 [130] valid_0's rmse: 3.72422 valid_1's rmse: 3.79238 [131] valid_0's rmse: 3.7222 valid_1's rmse: 3.7917 [132] valid_0's rmse: 3.72015 valid_1's rmse: 3.79032 [133] valid_0's rmse: 3.71865 valid_1's rmse: 3.78932 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3.25536 valid_1's rmse: 3.64331 [932] valid_0's rmse: 3.25507 valid_1's rmse: 3.64351 [933] valid_0's rmse: 3.25489 valid_1's rmse: 3.64348 [934] valid_0's rmse: 3.25444 valid_1's rmse: 3.64326 [935] valid_0's rmse: 3.25411 valid_1's rmse: 3.6431 [936] valid_0's rmse: 3.25388 valid_1's rmse: 3.64302 [937] valid_0's rmse: 3.25345 valid_1's rmse: 3.64309 [938] valid_0's rmse: 3.25307 valid_1's rmse: 3.64304 [939] valid_0's rmse: 3.25269 valid_1's rmse: 3.64304 [940] valid_0's rmse: 3.25244 valid_1's rmse: 3.64302 [941] valid_0's rmse: 3.25202 valid_1's rmse: 3.64303 [942] valid_0's rmse: 3.25182 valid_1's rmse: 3.64307 [943] valid_0's rmse: 3.25169 valid_1's rmse: 3.643 [944] valid_0's rmse: 3.25138 valid_1's rmse: 3.64298 [945] valid_0's rmse: 3.25125 valid_1's rmse: 3.643 [946] valid_0's rmse: 3.25087 valid_1's rmse: 3.64294 [947] valid_0's rmse: 3.25075 valid_1's rmse: 3.64295 [948] valid_0's rmse: 3.25041 valid_1's rmse: 3.64293 [949] valid_0's rmse: 3.25013 valid_1's rmse: 3.64302 [950] valid_0's rmse: 3.24996 valid_1's rmse: 3.64306 [951] valid_0's rmse: 3.24966 valid_1's rmse: 3.64315 [952] valid_0's rmse: 3.24934 valid_1's rmse: 3.64311 [953] valid_0's rmse: 3.24892 valid_1's rmse: 3.64314 [954] valid_0's rmse: 3.24864 valid_1's rmse: 3.64308 [955] valid_0's rmse: 3.2484 valid_1's rmse: 3.64304 [956] valid_0's rmse: 3.24818 valid_1's rmse: 3.64302 [957] valid_0's rmse: 3.24784 valid_1's rmse: 3.64305 [958] valid_0's rmse: 3.24765 valid_1's rmse: 3.64297 [959] valid_0's rmse: 3.24729 valid_1's rmse: 3.64296 [960] valid_0's rmse: 3.24707 valid_1's rmse: 3.64295 [961] valid_0's rmse: 3.24686 valid_1's rmse: 3.64299 [962] valid_0's rmse: 3.24646 valid_1's rmse: 3.64292 [963] valid_0's rmse: 3.24629 valid_1's rmse: 3.64288 [964] valid_0's rmse: 3.24609 valid_1's rmse: 3.64282 [965] valid_0's rmse: 3.24569 valid_1's rmse: 3.64268 [966] valid_0's rmse: 3.24544 valid_1's rmse: 3.6426 [967] valid_0's rmse: 3.24512 valid_1's rmse: 3.64252 [968] valid_0's rmse: 3.24501 valid_1's rmse: 3.6425 [969] valid_0's rmse: 3.24456 valid_1's rmse: 3.64226 [970] valid_0's rmse: 3.2444 valid_1's rmse: 3.64224 [971] valid_0's rmse: 3.24406 valid_1's rmse: 3.64219 [972] valid_0's rmse: 3.24374 valid_1's rmse: 3.64196 [973] valid_0's rmse: 3.24346 valid_1's rmse: 3.64197 [974] valid_0's rmse: 3.24323 valid_1's rmse: 3.64198 [975] valid_0's rmse: 3.24301 valid_1's rmse: 3.64205 [976] valid_0's rmse: 3.24287 valid_1's rmse: 3.64203 [977] valid_0's rmse: 3.24267 valid_1's rmse: 3.64192 [978] valid_0's rmse: 3.24249 valid_1's rmse: 3.64184 [979] valid_0's rmse: 3.24231 valid_1's rmse: 3.64186 [980] valid_0's rmse: 3.24201 valid_1's rmse: 3.64191 [981] valid_0's rmse: 3.24182 valid_1's rmse: 3.64197 [982] valid_0's rmse: 3.24142 valid_1's rmse: 3.64178 [983] valid_0's rmse: 3.24117 valid_1's rmse: 3.64174 [984] valid_0's rmse: 3.241 valid_1's rmse: 3.64171 [985] valid_0's rmse: 3.24072 valid_1's rmse: 3.64171 [986] valid_0's rmse: 3.24053 valid_1's rmse: 3.64167 [987] valid_0's rmse: 3.24029 valid_1's rmse: 3.64159 [988] valid_0's rmse: 3.24006 valid_1's rmse: 3.64159 [989] valid_0's rmse: 3.23954 valid_1's rmse: 3.64128 [990] valid_0's rmse: 3.2393 valid_1's rmse: 3.64122 [991] valid_0's rmse: 3.239 valid_1's rmse: 3.64122 [992] valid_0's rmse: 3.23866 valid_1's rmse: 3.64112 [993] valid_0's rmse: 3.23818 valid_1's rmse: 3.64105 [994] valid_0's rmse: 3.23787 valid_1's rmse: 3.641 [995] valid_0's rmse: 3.23752 valid_1's rmse: 3.64086 [996] valid_0's rmse: 3.23722 valid_1's rmse: 3.64073 [997] valid_0's rmse: 3.23697 valid_1's rmse: 3.64074 [998] valid_0's rmse: 3.23662 valid_1's rmse: 3.64076 [999] valid_0's rmse: 3.23633 valid_1's rmse: 3.64066 [1000] valid_0's rmse: 3.23611 valid_1's rmse: 3.64062 [1001] valid_0's rmse: 3.23596 valid_1's rmse: 3.64057 [1002] valid_0's rmse: 3.23578 valid_1's rmse: 3.64044 [1003] valid_0's rmse: 3.23563 valid_1's rmse: 3.64046 [1004] valid_0's rmse: 3.23535 valid_1's rmse: 3.64047 [1005] valid_0's rmse: 3.23518 valid_1's rmse: 3.64052 [1006] valid_0's rmse: 3.23503 valid_1's rmse: 3.6407 [1007] valid_0's rmse: 3.23477 valid_1's rmse: 3.64067 [1008] valid_0's rmse: 3.23452 valid_1's rmse: 3.64073 [1009] valid_0's rmse: 3.23425 valid_1's rmse: 3.64065 [1010] valid_0's rmse: 3.23386 valid_1's rmse: 3.64061 [1011] valid_0's rmse: 3.23336 valid_1's rmse: 3.6404 [1012] valid_0's rmse: 3.23304 valid_1's rmse: 3.64052 [1013] valid_0's rmse: 3.2328 valid_1's rmse: 3.64058 [1014] valid_0's rmse: 3.23259 valid_1's rmse: 3.64079 [1015] valid_0's rmse: 3.23238 valid_1's rmse: 3.64066 [1016] valid_0's rmse: 3.23217 valid_1's rmse: 3.64067 [1017] valid_0's rmse: 3.23204 valid_1's rmse: 3.64066 [1018] valid_0's rmse: 3.23172 valid_1's rmse: 3.64059 [1019] valid_0's rmse: 3.23146 valid_1's rmse: 3.64052 [1020] valid_0's rmse: 3.23116 valid_1's rmse: 3.64035 [1021] valid_0's rmse: 3.23081 valid_1's rmse: 3.6402 [1022] valid_0's rmse: 3.23059 valid_1's rmse: 3.64028 [1023] valid_0's rmse: 3.2303 valid_1's rmse: 3.64019 [1024] valid_0's rmse: 3.2299 valid_1's rmse: 3.6402 [1025] valid_0's rmse: 3.22963 valid_1's rmse: 3.64028 [1026] valid_0's rmse: 3.22942 valid_1's rmse: 3.64015 [1027] valid_0's rmse: 3.22898 valid_1's rmse: 3.63998 [1028] valid_0's rmse: 3.22873 valid_1's rmse: 3.63996 [1029] valid_0's rmse: 3.22842 valid_1's rmse: 3.6398 [1030] valid_0's rmse: 3.22831 valid_1's rmse: 3.6398 [1031] valid_0's rmse: 3.22804 valid_1's rmse: 3.63972 [1032] valid_0's rmse: 3.22779 valid_1's rmse: 3.63969 [1033] valid_0's rmse: 3.22738 valid_1's rmse: 3.63988 [1034] valid_0's rmse: 3.22709 valid_1's rmse: 3.63979 [1035] valid_0's rmse: 3.22696 valid_1's rmse: 3.63981 [1036] valid_0's rmse: 3.22674 valid_1's rmse: 3.63987 [1037] valid_0's rmse: 3.22644 valid_1's rmse: 3.63981 [1038] valid_0's rmse: 3.22634 valid_1's rmse: 3.6398 [1039] valid_0's rmse: 3.22617 valid_1's rmse: 3.63987 [1040] valid_0's rmse: 3.22599 valid_1's rmse: 3.63985 [1041] valid_0's rmse: 3.22581 valid_1's rmse: 3.63983 [1042] valid_0's rmse: 3.22548 valid_1's rmse: 3.63965 [1043] valid_0's rmse: 3.22524 valid_1's rmse: 3.63959 [1044] valid_0's rmse: 3.22504 valid_1's rmse: 3.63957 [1045] valid_0's rmse: 3.22487 valid_1's rmse: 3.63954 [1046] valid_0's rmse: 3.22473 valid_1's rmse: 3.63949 [1047] valid_0's rmse: 3.22442 valid_1's rmse: 3.63939 [1048] valid_0's rmse: 3.22396 valid_1's rmse: 3.63902 [1049] valid_0's rmse: 3.2237 valid_1's rmse: 3.63892 [1050] valid_0's rmse: 3.22316 valid_1's rmse: 3.63893 [1051] valid_0's rmse: 3.22294 valid_1's rmse: 3.63894 [1052] valid_0's rmse: 3.22277 valid_1's rmse: 3.63884 [1053] valid_0's rmse: 3.22267 valid_1's rmse: 3.63882 [1054] valid_0's rmse: 3.22226 valid_1's rmse: 3.63871 [1055] valid_0's rmse: 3.22187 valid_1's rmse: 3.63857 [1056] valid_0's rmse: 3.22154 valid_1's rmse: 3.63843 [1057] valid_0's rmse: 3.22138 valid_1's rmse: 3.63846 [1058] valid_0's rmse: 3.22119 valid_1's rmse: 3.6384 [1059] valid_0's rmse: 3.22077 valid_1's rmse: 3.63835 [1060] valid_0's rmse: 3.22052 valid_1's rmse: 3.63843 [1061] valid_0's rmse: 3.22025 valid_1's rmse: 3.63847 [1062] valid_0's rmse: 3.21981 valid_1's rmse: 3.63838 [1063] valid_0's rmse: 3.21955 valid_1's rmse: 3.63843 [1064] valid_0's rmse: 3.21888 valid_1's rmse: 3.63819 [1065] valid_0's rmse: 3.21863 valid_1's rmse: 3.63808 [1066] valid_0's rmse: 3.21819 valid_1's rmse: 3.638 [1067] valid_0's rmse: 3.21785 valid_1's rmse: 3.63791 [1068] valid_0's rmse: 3.21764 valid_1's rmse: 3.63785 [1069] valid_0's rmse: 3.21748 valid_1's rmse: 3.63787 [1070] valid_0's rmse: 3.21732 valid_1's rmse: 3.63781 [1071] valid_0's rmse: 3.21704 valid_1's rmse: 3.6377 [1072] valid_0's rmse: 3.21666 valid_1's rmse: 3.63753 [1073] valid_0's rmse: 3.21641 valid_1's rmse: 3.63747 [1074] valid_0's rmse: 3.21608 valid_1's rmse: 3.63738 [1075] valid_0's rmse: 3.21587 valid_1's rmse: 3.63741 [1076] valid_0's rmse: 3.21565 valid_1's rmse: 3.63735 [1077] valid_0's rmse: 3.21546 valid_1's rmse: 3.6374 [1078] valid_0's rmse: 3.21514 valid_1's rmse: 3.63748 [1079] valid_0's rmse: 3.21498 valid_1's rmse: 3.63748 [1080] valid_0's rmse: 3.21472 valid_1's rmse: 3.63761 [1081] valid_0's rmse: 3.21452 valid_1's rmse: 3.63756 [1082] valid_0's rmse: 3.21429 valid_1's rmse: 3.63753 [1083] valid_0's rmse: 3.21411 valid_1's rmse: 3.63745 [1084] valid_0's rmse: 3.2137 valid_1's rmse: 3.63716 [1085] valid_0's rmse: 3.2134 valid_1's rmse: 3.63709 [1086] valid_0's rmse: 3.2131 valid_1's rmse: 3.63705 [1087] valid_0's rmse: 3.21276 valid_1's rmse: 3.63701 [1088] valid_0's rmse: 3.21239 valid_1's rmse: 3.63703 [1089] valid_0's rmse: 3.21223 valid_1's rmse: 3.63706 [1090] valid_0's rmse: 3.21207 valid_1's rmse: 3.63698 [1091] valid_0's rmse: 3.21177 valid_1's rmse: 3.63692 [1092] valid_0's rmse: 3.21146 valid_1's rmse: 3.63684 [1093] valid_0's rmse: 3.21114 valid_1's rmse: 3.63685 [1094] valid_0's rmse: 3.21096 valid_1's rmse: 3.63681 [1095] valid_0's rmse: 3.21052 valid_1's rmse: 3.63661 [1096] valid_0's rmse: 3.21024 valid_1's rmse: 3.63661 [1097] valid_0's rmse: 3.20995 valid_1's rmse: 3.63658 [1098] valid_0's rmse: 3.20971 valid_1's rmse: 3.63652 [1099] valid_0's rmse: 3.20942 valid_1's rmse: 3.6365 [1100] valid_0's rmse: 3.20895 valid_1's rmse: 3.63653 [1101] valid_0's rmse: 3.20877 valid_1's rmse: 3.6364 [1102] valid_0's rmse: 3.20837 valid_1's rmse: 3.63629 [1103] valid_0's rmse: 3.20817 valid_1's rmse: 3.63628 [1104] valid_0's rmse: 3.20802 valid_1's rmse: 3.63629 [1105] valid_0's rmse: 3.20781 valid_1's rmse: 3.63633 [1106] valid_0's rmse: 3.20744 valid_1's rmse: 3.63624 [1107] valid_0's rmse: 3.2072 valid_1's rmse: 3.63605 [1108] valid_0's rmse: 3.20689 valid_1's rmse: 3.63595 [1109] valid_0's rmse: 3.20675 valid_1's rmse: 3.63592 [1110] valid_0's rmse: 3.20645 valid_1's rmse: 3.63593 [1111] valid_0's rmse: 3.20628 valid_1's rmse: 3.63591 [1112] valid_0's rmse: 3.20602 valid_1's rmse: 3.63596 [1113] valid_0's rmse: 3.20555 valid_1's rmse: 3.63596 [1114] valid_0's rmse: 3.20524 valid_1's rmse: 3.63595 [1115] valid_0's rmse: 3.20497 valid_1's rmse: 3.63606 [1116] valid_0's rmse: 3.20475 valid_1's rmse: 3.63604 [1117] valid_0's rmse: 3.20417 valid_1's rmse: 3.63575 [1118] valid_0's rmse: 3.20372 valid_1's rmse: 3.63558 [1119] valid_0's rmse: 3.20342 valid_1's rmse: 3.63549 [1120] valid_0's rmse: 3.20319 valid_1's rmse: 3.63543 [1121] valid_0's rmse: 3.20297 valid_1's rmse: 3.63533 [1122] valid_0's rmse: 3.20272 valid_1's rmse: 3.63533 [1123] valid_0's rmse: 3.20241 valid_1's rmse: 3.63531 [1124] valid_0's rmse: 3.20213 valid_1's rmse: 3.6352 [1125] valid_0's rmse: 3.2018 valid_1's rmse: 3.63532 [1126] valid_0's rmse: 3.20144 valid_1's rmse: 3.63542 [1127] valid_0's rmse: 3.20123 valid_1's rmse: 3.63534 [1128] valid_0's rmse: 3.20094 valid_1's rmse: 3.63521 [1129] valid_0's rmse: 3.20061 valid_1's rmse: 3.63516 [1130] valid_0's rmse: 3.20041 valid_1's rmse: 3.63514 [1131] valid_0's rmse: 3.20011 valid_1's rmse: 3.63511 [1132] valid_0's rmse: 3.19974 valid_1's rmse: 3.635 [1133] valid_0's rmse: 3.19943 valid_1's rmse: 3.63505 [1134] valid_0's rmse: 3.19888 valid_1's rmse: 3.6349 [1135] valid_0's rmse: 3.19849 valid_1's rmse: 3.63478 [1136] valid_0's rmse: 3.19819 valid_1's rmse: 3.63491 [1137] valid_0's rmse: 3.19802 valid_1's rmse: 3.63487 [1138] valid_0's rmse: 3.19784 valid_1's rmse: 3.63492 [1139] valid_0's rmse: 3.19765 valid_1's rmse: 3.63493 [1140] valid_0's rmse: 3.19724 valid_1's rmse: 3.63474 [1141] valid_0's rmse: 3.1968 valid_1's rmse: 3.63467 [1142] valid_0's rmse: 3.19647 valid_1's rmse: 3.63479 [1143] valid_0's rmse: 3.19614 valid_1's rmse: 3.63484 [1144] valid_0's rmse: 3.19597 valid_1's rmse: 3.6349 [1145] valid_0's rmse: 3.19576 valid_1's rmse: 3.63481 [1146] valid_0's rmse: 3.19549 valid_1's rmse: 3.63474 [1147] valid_0's rmse: 3.19519 valid_1's rmse: 3.63465 [1148] valid_0's rmse: 3.19508 valid_1's rmse: 3.63465 [1149] valid_0's rmse: 3.1948 valid_1's rmse: 3.63461 [1150] valid_0's rmse: 3.19446 valid_1's rmse: 3.63447 [1151] valid_0's rmse: 3.19427 valid_1's rmse: 3.63442 [1152] valid_0's rmse: 3.194 valid_1's rmse: 3.63437 [1153] valid_0's rmse: 3.19383 valid_1's rmse: 3.63453 [1154] valid_0's rmse: 3.19365 valid_1's rmse: 3.63465 [1155] valid_0's rmse: 3.19357 valid_1's rmse: 3.63464 [1156] valid_0's rmse: 3.19348 valid_1's rmse: 3.63463 [1157] valid_0's rmse: 3.19314 valid_1's rmse: 3.63452 [1158] valid_0's rmse: 3.19291 valid_1's rmse: 3.63451 [1159] valid_0's rmse: 3.19275 valid_1's rmse: 3.63448 [1160] valid_0's rmse: 3.1925 valid_1's rmse: 3.63439 [1161] valid_0's rmse: 3.19203 valid_1's rmse: 3.63431 [1162] valid_0's rmse: 3.19171 valid_1's rmse: 3.63423 [1163] valid_0's rmse: 3.19151 valid_1's rmse: 3.63427 [1164] valid_0's rmse: 3.19132 valid_1's rmse: 3.63426 [1165] valid_0's rmse: 3.19106 valid_1's rmse: 3.63425 [1166] valid_0's rmse: 3.19092 valid_1's rmse: 3.63418 [1167] valid_0's rmse: 3.19063 valid_1's rmse: 3.6342 [1168] valid_0's rmse: 3.19042 valid_1's rmse: 3.63419 [1169] valid_0's rmse: 3.19033 valid_1's rmse: 3.63417 [1170] valid_0's rmse: 3.19004 valid_1's rmse: 3.63415 [1171] valid_0's rmse: 3.18978 valid_1's rmse: 3.63409 [1172] valid_0's rmse: 3.1895 valid_1's rmse: 3.63401 [1173] valid_0's rmse: 3.18926 valid_1's rmse: 3.63398 [1174] valid_0's rmse: 3.18909 valid_1's rmse: 3.63397 [1175] valid_0's rmse: 3.18882 valid_1's rmse: 3.63405 [1176] valid_0's rmse: 3.18855 valid_1's rmse: 3.63397 [1177] valid_0's rmse: 3.18834 valid_1's rmse: 3.63395 [1178] valid_0's rmse: 3.18807 valid_1's rmse: 3.63395 [1179] valid_0's rmse: 3.18791 valid_1's rmse: 3.63392 [1180] valid_0's rmse: 3.18771 valid_1's rmse: 3.63387 [1181] valid_0's rmse: 3.18733 valid_1's rmse: 3.63389 [1182] valid_0's rmse: 3.18714 valid_1's rmse: 3.63387 [1183] valid_0's rmse: 3.18677 valid_1's rmse: 3.63382 [1184] valid_0's rmse: 3.18653 valid_1's rmse: 3.63387 [1185] valid_0's rmse: 3.18622 valid_1's rmse: 3.63378 [1186] valid_0's rmse: 3.18589 valid_1's rmse: 3.63377 [1187] valid_0's rmse: 3.18567 valid_1's rmse: 3.63371 [1188] valid_0's rmse: 3.18517 valid_1's rmse: 3.63374 [1189] valid_0's rmse: 3.18499 valid_1's rmse: 3.63376 [1190] valid_0's rmse: 3.18484 valid_1's rmse: 3.63368 [1191] valid_0's rmse: 3.18468 valid_1's rmse: 3.63369 [1192] valid_0's rmse: 3.18456 valid_1's rmse: 3.63364 [1193] valid_0's rmse: 3.18435 valid_1's rmse: 3.63363 [1194] valid_0's rmse: 3.18403 valid_1's rmse: 3.63388 [1195] valid_0's rmse: 3.18384 valid_1's rmse: 3.63383 [1196] valid_0's rmse: 3.18369 valid_1's rmse: 3.63385 [1197] valid_0's rmse: 3.18353 valid_1's rmse: 3.63382 [1198] valid_0's rmse: 3.18336 valid_1's rmse: 3.63395 [1199] valid_0's rmse: 3.18302 valid_1's rmse: 3.63401 [1200] valid_0's rmse: 3.18282 valid_1's rmse: 3.63393 [1201] valid_0's rmse: 3.18264 valid_1's rmse: 3.63391 [1202] valid_0's rmse: 3.18255 valid_1's rmse: 3.63393 [1203] valid_0's rmse: 3.18241 valid_1's rmse: 3.63393 [1204] valid_0's rmse: 3.18224 valid_1's rmse: 3.63389 [1205] valid_0's rmse: 3.18203 valid_1's rmse: 3.63389 [1206] valid_0's rmse: 3.18189 valid_1's rmse: 3.63388 [1207] valid_0's rmse: 3.1816 valid_1's rmse: 3.63389 [1208] valid_0's rmse: 3.18141 valid_1's rmse: 3.63389 [1209] valid_0's rmse: 3.18119 valid_1's rmse: 3.63394 [1210] valid_0's rmse: 3.181 valid_1's rmse: 3.63395 [1211] valid_0's rmse: 3.1808 valid_1's rmse: 3.63392 [1212] valid_0's rmse: 3.18064 valid_1's rmse: 3.63406 [1213] valid_0's rmse: 3.18049 valid_1's rmse: 3.63402 Early stopping, best iteration is: [1193] valid_0's rmse: 3.18435 valid_1's rmse: 3.63363
LGBMRegressor(bagging_freq=20, boosting_type='gbdt', class_weight=None, colsample_bytree=0.38429620148564814, learning_rate=0.1, max_depth=24, min_child_samples=20, min_child_weight=0.001, min_split_gain=0.0, n_estimators=5000, n_jobs=-1, num_leaves=60, objective='regression', random_state=None, reg_alpha=0.0, reg_lambda=0.0, silent=True, subsample=0.9988461076307639, subsample_for_bin=200000, subsample_freq=100, verbose=1)
valid_pred = clf.predict(X_test)
rmse = np.sqrt(mean_squared_error(y_test, valid_pred))
print("Validation RMSE after tuning ",rmse)
pred = clf.predict(X_train)
train_rmse = np.sqrt(mean_squared_error(y_train, pred))
print("Train RMSE after tuning",train_rmse)
print("Variance of model ", abs(train_rmse - rmse))
Validation RMSE after tuning 3.6336313014816652 Train RMSE after tuning 3.1843509138801633 Variance of model 0.4492803876015019
Tuning the model has reudced the rmse from 3.646 to 3.630 and variance from 0.48 to 0.43.
lgbm_feature_importance=sorted(zip(map(lambda x: round(x, 4),clf.feature_importances_), X_train.columns),reverse=True)
plt.figure(figsize=(10,15))
sns.barplot([imp for imp,feature in lgbm_feature_importance],[feature for imp,feature in lgbm_feature_importance])
#Training score
<matplotlib.axes._subplots.AxesSubplot at 0x1a5ea9c278>
sns.kdeplot(np.log(y_test),label='actual fare amount')
sns.kdeplot(np.log(valid_pred,label='predicted fare amount')
<matplotlib.axes._subplots.AxesSubplot at 0x1a57090898>