In this project, we will work with data from the S&P500 Index. The S&P500 is a stock market index.
Some companies are publicly traded, which means that anyone can buy and sell their shares on the open market. A share entitles the owner to some control over the direction of the company and to a percentage (or share) of the earnings of the company. When you buy or sell shares, it's common known as trading a stock.
The price of a share is based on supply and demand for a given stock. For example, Apple stock has a price of 120 dollars per share as of December 2015 -- http://www.nasdaq.com/symbol/aapl. A stock that is in less demand, like Ford Motor Company, has a lower price -- http://finance.yahoo.com/q?s=F. Stock price is also influenced by other factors, including the number of shares a company has issued.
Stocks are traded daily and the price can rise or fall from the beginning of a trading day to the end based on demand. Stocks that are in more in demand, such as Apple, are traded more often than stocks of smaller companies.
Indexes aggregate the prices of multiple stocks together, and allow you to see how the market as a whole performs. For example, the Dow Jones Industrial Average aggregates the stock prices of 30 large American companies together. The S&P500 Index aggregates the stock prices of 500 large companies. When an index fund goes up or down, you can say that the primary market or sector it represents is doing the same. For example, if the Dow Jones Industrial Average price goes down one day, you can say that American stocks overall went down (ie, most American stocks went down in price).
We will be using historical data on the price of the S&P500 Index to make predictions about future prices. Predicting whether an index goes up or down helps forecast how the stock market as a whole performs. Since stocks tend to correlate with how well the economy as a whole is performs, it can also help with economic forecasts.
Each row in the file contains a daily record of the price of the S&P500 Index from 1950 to 2015.
First, after doing an exploratory analysis different indicators/features were created from the initial dataset.
Second, the correlation between all the columns and the target was computed, a threshold of 0.85 was established discarding all the columns low correlated to the target feature. Then, all the columns correlations were computed in section 6.1.6 seeing all the high correlated columns, some columns that may contain duplicate information were discarded.
The first implemented strategy used the original dataset containing the daily record of the price S&P500 Index from 1950 to 2015, split it into train and test sets being the test set all the records from 2013 until 2016. And the following regressions algorithms were applied, using the RMSE as a metric.
After overviewing the results, to achieve a lower RMSE, a new strategy for each model was applied, instead of using an established proportion between the train and test datasets, we implemented different models predicting just one day ahead starting from 2013 until 2016 in a more realistic way. The obtained results are as follows:
The lowest RMSE=14.24 was obtained by using the Random Forest Regressor algorithm, we conclude that this improvement was caused by the increase of data in the training set. In further steps with aim of improving these results, additional features will be included as well as more registers, not only the daily price record.
import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
from datetime import datetime
from sklearn.linear_model import LinearRegression
from sklearn.metrics import mean_squared_error
from sklearn.linear_model import ElasticNet
from sklearn.ensemble import RandomForestRegressor
from sklearn.datasets import make_regression
def print_rmse_message(rmse):
print("RMSE: ", round(rmse, 2))
def split_by_date(df, date_column, date):
train = df[df[date_column] < date]
test = df[df[date_column] >= date]
return train, test
def find_extrem_prices(row, df, type_='max'):
year = row['year_of_date']
if year != df['year_of_date'].min():
if type_=='max':
return df[df['year_of_date']==year-1]["Close"].max()
else:
return df[df['year_of_date']==year-1]["Close"].min()
else:
return 0
def get_linear_regression_error(train, test, features, target):
lr_model = LinearRegression()
#Train
lr_model.fit(train[features], train[target])
#Test
predictions = lr_model.predict(test[features])
print("Score: ", round(lr_model.score(test[features], test[target]), 2))
#Error
mse = mean_squared_error(test[target], predictions)
rmse = np.sqrt(mse)
return rmse, predictions
def create_line_plot(x, y, y2, rmse, algorithm_title=''):
fig, ax = plt.subplots(nrows = 1, ncols = 1, figsize = (20, 10))
ax = sns.lineplot(y=y, x=x, label="Real Value")
ax2 = sns.lineplot(y=y2, x=x, label="Prediction RMSE="+str(round(rmse, 2)))
ax.set_ylabel("Close")
ax.set_xlabel("Date", fontsize = "large")
ax.set_title("Predictions vs Real Value" + algorithm_title, fontsize = "x-large")
plt.show()
def get_elastic_net_error(train, test, features, target, max_iter=1000):
en_model = ElasticNet(random_state=0, max_iter=max_iter)
#Train
en_model.fit(train[features], train[target])
#Test
predictions = en_model.predict(test[features])
print("Score: ", round(en_model.score(test[features], test[target]), 2))
#Error
mse = mean_squared_error(test[target], predictions)
rmse = np.sqrt(mse)
return rmse, predictions
def get_random_forest_regressor_error(train, test, features, target, max_iter=1000):
rf_model = RandomForestRegressor(random_state=0)
#Train
rf_model.fit(train[features], train[target])
#Test
predictions = rf_model.predict(test[features])
print("Score: ", round(rf_model.score(test[features], test[target]), 2))
#Error
mse = mean_squared_error(test[target], predictions)
rmse = np.sqrt(mse)
return rmse, predictions
def create_indicator(df, column, indicator, days, function):
# Makes a series of Close price with the dates as indexes
s = pd.Series(np.array(df[column]), index=np.array(df["Date"]))
# Calculates the mean price of past days
means = s.rolling(window = days).apply(np.mean)
# Shift indices to exclude the price of each day from the mean value
means = means.shift()
# Converts indices to Date
means = means.reset_index()
means = means.rename(columns={'index':'Date', 0:indicator})
df_new = df.merge(means, left_on="Date", right_on="Date")
return df_new
df = pd.read_csv('sphist.csv', low_memory=False)
df
Date | Open | High | Low | Close | Volume | Adj Close | |
---|---|---|---|---|---|---|---|
0 | 2015-12-07 | 2090.419922 | 2090.419922 | 2066.780029 | 2077.070068 | 4.043820e+09 | 2077.070068 |
1 | 2015-12-04 | 2051.239990 | 2093.840088 | 2051.239990 | 2091.689941 | 4.214910e+09 | 2091.689941 |
2 | 2015-12-03 | 2080.709961 | 2085.000000 | 2042.349976 | 2049.620117 | 4.306490e+09 | 2049.620117 |
3 | 2015-12-02 | 2101.709961 | 2104.270020 | 2077.110107 | 2079.510010 | 3.950640e+09 | 2079.510010 |
4 | 2015-12-01 | 2082.929932 | 2103.370117 | 2082.929932 | 2102.629883 | 3.712120e+09 | 2102.629883 |
... | ... | ... | ... | ... | ... | ... | ... |
16585 | 1950-01-09 | 17.080000 | 17.080000 | 17.080000 | 17.080000 | 2.520000e+06 | 17.080000 |
16586 | 1950-01-06 | 16.980000 | 16.980000 | 16.980000 | 16.980000 | 2.010000e+06 | 16.980000 |
16587 | 1950-01-05 | 16.930000 | 16.930000 | 16.930000 | 16.930000 | 2.550000e+06 | 16.930000 |
16588 | 1950-01-04 | 16.850000 | 16.850000 | 16.850000 | 16.850000 | 1.890000e+06 | 16.850000 |
16589 | 1950-01-03 | 16.660000 | 16.660000 | 16.660000 | 16.660000 | 1.260000e+06 | 16.660000 |
16590 rows × 7 columns
df.describe()
Open | High | Low | Close | Volume | Adj Close | |
---|---|---|---|---|---|---|
count | 16590.000000 | 16590.000000 | 16590.000000 | 16590.000000 | 1.659000e+04 | 16590.000000 |
mean | 482.570941 | 485.624237 | 479.367501 | 482.692491 | 7.940099e+08 | 482.692491 |
std | 554.889186 | 558.186049 | 551.367625 | 555.007904 | 1.456582e+09 | 555.007904 |
min | 16.660000 | 16.660000 | 16.660000 | 16.660000 | 6.800000e+05 | 16.660000 |
25% | 83.860001 | 84.594997 | 83.139997 | 83.860001 | 7.610000e+06 | 83.860001 |
50% | 144.049995 | 145.294998 | 143.105004 | 144.264999 | 7.170500e+07 | 144.264999 |
75% | 950.722488 | 956.665024 | 941.969986 | 950.797500 | 7.866750e+08 | 950.797500 |
max | 2130.360107 | 2134.719971 | 2126.060059 | 2130.820068 | 1.145623e+10 | 2130.820068 |
df.dtypes
Date object Open float64 High float64 Low float64 Close float64 Volume float64 Adj Close float64 dtype: object
As we can see all columns match the previous description being numeric.
df.Date = pd.to_datetime(df.Date)
df = df.sort_values(by='Date', ascending=True)
df
Date | Open | High | Low | Close | Volume | Adj Close | |
---|---|---|---|---|---|---|---|
16589 | 1950-01-03 | 16.660000 | 16.660000 | 16.660000 | 16.660000 | 1.260000e+06 | 16.660000 |
16588 | 1950-01-04 | 16.850000 | 16.850000 | 16.850000 | 16.850000 | 1.890000e+06 | 16.850000 |
16587 | 1950-01-05 | 16.930000 | 16.930000 | 16.930000 | 16.930000 | 2.550000e+06 | 16.930000 |
16586 | 1950-01-06 | 16.980000 | 16.980000 | 16.980000 | 16.980000 | 2.010000e+06 | 16.980000 |
16585 | 1950-01-09 | 17.080000 | 17.080000 | 17.080000 | 17.080000 | 2.520000e+06 | 17.080000 |
... | ... | ... | ... | ... | ... | ... | ... |
4 | 2015-12-01 | 2082.929932 | 2103.370117 | 2082.929932 | 2102.629883 | 3.712120e+09 | 2102.629883 |
3 | 2015-12-02 | 2101.709961 | 2104.270020 | 2077.110107 | 2079.510010 | 3.950640e+09 | 2079.510010 |
2 | 2015-12-03 | 2080.709961 | 2085.000000 | 2042.349976 | 2049.620117 | 4.306490e+09 | 2049.620117 |
1 | 2015-12-04 | 2051.239990 | 2093.840088 | 2051.239990 | 2091.689941 | 4.214910e+09 | 2091.689941 |
0 | 2015-12-07 | 2090.419922 | 2090.419922 | 2066.780029 | 2077.070068 | 4.043820e+09 | 2077.070068 |
16590 rows × 7 columns
In this section the following indicators will be created:
The average volume over the past five days.
The average volume over the past year.
The ratio between the average volume for the past five days, and the average volume for the past year.
The standard deviation of the average volume over the past five days.
The standard deviation of the average volume over the past year.
The ratio between the standard deviation of the average volume for the past five days, and the standard deviation of the average volume for the past year.
The year component of the date.
The ratio between the lowest price in the past year and the current price.
The ratio between the highest price in the past year and the current price.
The month component of the date.
The day of week.
The day component of the date.
The number of holidays in the prior month.
df = create_indicator(df, 'Close', 'last_5_days_mean', 5, np.mean)
df = create_indicator(df, 'Close', 'last_30_days_mean', 30, np.mean)
df = create_indicator(df, 'Close', 'last_365_days_mean', 365, np.mean)
df
Date | Open | High | Low | Close | Volume | Adj Close | last_5_days_mean | last_30_days_mean | last_365_days_mean | |
---|---|---|---|---|---|---|---|---|---|---|
0 | 1950-01-03 | 16.660000 | 16.660000 | 16.660000 | 16.660000 | 1.260000e+06 | 16.660000 | NaN | NaN | NaN |
1 | 1950-01-04 | 16.850000 | 16.850000 | 16.850000 | 16.850000 | 1.890000e+06 | 16.850000 | NaN | NaN | NaN |
2 | 1950-01-05 | 16.930000 | 16.930000 | 16.930000 | 16.930000 | 2.550000e+06 | 16.930000 | NaN | NaN | NaN |
3 | 1950-01-06 | 16.980000 | 16.980000 | 16.980000 | 16.980000 | 2.010000e+06 | 16.980000 | NaN | NaN | NaN |
4 | 1950-01-09 | 17.080000 | 17.080000 | 17.080000 | 17.080000 | 2.520000e+06 | 17.080000 | NaN | NaN | NaN |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
16585 | 2015-12-01 | 2082.929932 | 2103.370117 | 2082.929932 | 2102.629883 | 3.712120e+09 | 2102.629883 | 2087.024023 | 2073.984998 | 2035.531178 |
16586 | 2015-12-02 | 2101.709961 | 2104.270020 | 2077.110107 | 2079.510010 | 3.950640e+09 | 2079.510010 | 2090.231982 | 2076.283993 | 2035.914082 |
16587 | 2015-12-03 | 2080.709961 | 2085.000000 | 2042.349976 | 2049.620117 | 4.306490e+09 | 2049.620117 | 2088.306006 | 2077.908659 | 2036.234356 |
16588 | 2015-12-04 | 2051.239990 | 2093.840088 | 2051.239990 | 2091.689941 | 4.214910e+09 | 2091.689941 | 2080.456006 | 2078.931331 | 2036.507343 |
16589 | 2015-12-07 | 2090.419922 | 2090.419922 | 2066.780029 | 2077.070068 | 4.043820e+09 | 2077.070068 | 2080.771973 | 2080.237329 | 2036.869425 |
16590 rows × 10 columns
Check days with missing data are not computed
plt.style.use('fivethirtyeight')
plt.figure(figsize=(20, 10))
sns.heatmap(df[["last_5_days_mean",
"last_30_days_mean",
"last_365_days_mean"]].isnull(), cbar=False, yticklabels=False, cmap="Blues")
plt.show()
As we can see the maximum number of missing averages on days is for the last 365 days mean indicator and minimum for the last 5.
All the rows befrore 1951-01-03 will be removed.
df.isnull().sum()
Date 0 Open 0 High 0 Low 0 Close 0 Volume 0 Adj Close 0 last_5_days_mean 5 last_30_days_mean 30 last_365_days_mean 365 dtype: int64
df = create_indicator(df, 'Volume', 'last_5_days_volume_mean', 5, np.mean)
df = create_indicator(df, 'Volume', 'last_30_days_volume_mean', 30, np.mean)
df = create_indicator(df, 'Volume', 'last_365_days_volume_mean', 365, np.mean)
df.isnull().sum()
Date 0 Open 0 High 0 Low 0 Close 0 Volume 0 Adj Close 0 last_5_days_mean 5 last_30_days_mean 30 last_365_days_mean 365 last_5_days_volume_mean 5 last_30_days_volume_mean 30 last_365_days_volume_mean 365 dtype: int64
From the date column the following values will be extracted:
df["day_of_date"] = df["Date"].dt.day
df["month_of_date"] = df["Date"].dt.month
df["year_of_date"] = df["Date"].dt.year
df["day_of_week"] = df["Date"].dt.dayofweek
df["day_of_year"] = df["Date"].dt.dayofyear
df["quarter_of_year"] = df["Date"].dt.quarter
df
Date | Open | High | Low | Close | Volume | Adj Close | last_5_days_mean | last_30_days_mean | last_365_days_mean | last_5_days_volume_mean | last_30_days_volume_mean | last_365_days_volume_mean | day_of_date | month_of_date | year_of_date | day_of_week | day_of_year | quarter_of_year | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1950-01-03 | 16.660000 | 16.660000 | 16.660000 | 16.660000 | 1.260000e+06 | 16.660000 | NaN | NaN | NaN | NaN | NaN | NaN | 3 | 1 | 1950 | 1 | 3 | 1 |
1 | 1950-01-04 | 16.850000 | 16.850000 | 16.850000 | 16.850000 | 1.890000e+06 | 16.850000 | NaN | NaN | NaN | NaN | NaN | NaN | 4 | 1 | 1950 | 2 | 4 | 1 |
2 | 1950-01-05 | 16.930000 | 16.930000 | 16.930000 | 16.930000 | 2.550000e+06 | 16.930000 | NaN | NaN | NaN | NaN | NaN | NaN | 5 | 1 | 1950 | 3 | 5 | 1 |
3 | 1950-01-06 | 16.980000 | 16.980000 | 16.980000 | 16.980000 | 2.010000e+06 | 16.980000 | NaN | NaN | NaN | NaN | NaN | NaN | 6 | 1 | 1950 | 4 | 6 | 1 |
4 | 1950-01-09 | 17.080000 | 17.080000 | 17.080000 | 17.080000 | 2.520000e+06 | 17.080000 | NaN | NaN | NaN | NaN | NaN | NaN | 9 | 1 | 1950 | 0 | 9 | 1 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
16585 | 2015-12-01 | 2082.929932 | 2103.370117 | 2082.929932 | 2102.629883 | 3.712120e+09 | 2102.629883 | 2087.024023 | 2073.984998 | 2035.531178 | 3.207544e+09 | 3.842181e+09 | 3.527800e+09 | 1 | 12 | 2015 | 1 | 335 | 4 |
16586 | 2015-12-02 | 2101.709961 | 2104.270020 | 2077.110107 | 2079.510010 | 3.950640e+09 | 2079.510010 | 2090.231982 | 2076.283993 | 2035.914082 | 3.232372e+09 | 3.856341e+09 | 3.526090e+09 | 2 | 12 | 2015 | 2 | 336 | 4 |
16587 | 2015-12-03 | 2080.709961 | 2085.000000 | 2042.349976 | 2049.620117 | 4.306490e+09 | 2049.620117 | 2088.306006 | 2077.908659 | 2036.234356 | 3.245514e+09 | 3.876979e+09 | 3.529468e+09 | 3 | 12 | 2015 | 3 | 337 | 4 |
16588 | 2015-12-04 | 2051.239990 | 2093.840088 | 2051.239990 | 2091.689941 | 4.214910e+09 | 2091.689941 | 2080.456006 | 2078.931331 | 2036.507343 | 3.536224e+09 | 3.899603e+09 | 3.532802e+09 | 4 | 12 | 2015 | 4 | 338 | 4 |
16589 | 2015-12-07 | 2090.419922 | 2090.419922 | 2066.780029 | 2077.070068 | 4.043820e+09 | 2077.070068 | 2080.771973 | 2080.237329 | 2036.869425 | 4.085838e+09 | 3.892405e+09 | 3.535838e+09 | 7 | 12 | 2015 | 0 | 341 | 4 |
16590 rows × 19 columns
The ratio between the average price for the past 5 days, and the average price for the past 365 days.
df['ratio_5365_average_close'] = df['last_5_days_mean'] / df['last_365_days_mean']
The ratio between the standard deviation for the past 5 days, and the standard deviation for the past 365 days.
df = create_indicator(df, 'Close', 'std_close_5', 5, np.std)
df = create_indicator(df, 'Close', 'std_close_365', 365, np.std)
df['ratio_5365_std_close'] = df['std_close_5'] / df['std_close_365']
The standard deviation of the average volume over the past five days.
The standard deviation of the average volume over the past year.
df = create_indicator(df, 'last_5_days_volume_mean', 'std_volume_5', 5, np.std)
df = create_indicator(df, 'last_365_days_volume_mean', 'std_volume_365', 365, np.std)
The ratio between the lowest price in the past year and the current price.
The ratio between the highest price in the past year and the current price.
df["past_year_highest_price"] = df.apply(lambda x: find_extrem_prices(x, df), axis=1)
df["past_year_lowest_price"] = df.apply(lambda x: find_extrem_prices(x, df, type_='min'), axis=1)
df['min_price_ratio'] = df["past_year_lowest_price"] / df["Close"]
df['max_price_ratio'] = df["past_year_highest_price"] / df["Close"]
df
Date | Open | High | Low | Close | Volume | Adj Close | last_5_days_mean | last_30_days_mean | last_365_days_mean | ... | ratio_5365_average_close | std_close_5 | std_close_365 | ratio_5365_std_close | std_volume_5 | std_volume_365 | past_year_highest_price | past_year_lowest_price | min_price_ratio | max_price_ratio | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1950-01-03 | 16.660000 | 16.660000 | 16.660000 | 16.660000 | 1.260000e+06 | 16.660000 | NaN | NaN | NaN | ... | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
1 | 1950-01-04 | 16.850000 | 16.850000 | 16.850000 | 16.850000 | 1.890000e+06 | 16.850000 | NaN | NaN | NaN | ... | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
2 | 1950-01-05 | 16.930000 | 16.930000 | 16.930000 | 16.930000 | 2.550000e+06 | 16.930000 | NaN | NaN | NaN | ... | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
3 | 1950-01-06 | 16.980000 | 16.980000 | 16.980000 | 16.980000 | 2.010000e+06 | 16.980000 | NaN | NaN | NaN | ... | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
4 | 1950-01-09 | 17.080000 | 17.080000 | 17.080000 | 17.080000 | 2.520000e+06 | 17.080000 | NaN | NaN | NaN | ... | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
16585 | 2015-12-01 | 2082.929932 | 2103.370117 | 2082.929932 | 2102.629883 | 3.712120e+09 | 2102.629883 | 2087.024023 | 2073.984998 | 2035.531178 | ... | 1.025297 | 2087.024023 | 2035.531178 | 1.025297 | 3.668599e+09 | 3.357565e+09 | 2090.570068 | 1741.890015 | 0.828434 | 0.994264 |
16586 | 2015-12-02 | 2101.709961 | 2104.270020 | 2077.110107 | 2079.510010 | 3.950640e+09 | 2079.510010 | 2090.231982 | 2076.283993 | 2035.914082 | ... | 1.026680 | 2090.231982 | 2035.914082 | 1.026680 | 3.524000e+09 | 3.358041e+09 | 2090.570068 | 1741.890015 | 0.837644 | 1.005319 |
16587 | 2015-12-03 | 2080.709961 | 2085.000000 | 2042.349976 | 2049.620117 | 4.306490e+09 | 2049.620117 | 2088.306006 | 2077.908659 | 2036.234356 | ... | 1.025573 | 2088.306006 | 2036.234356 | 1.025573 | 3.390498e+09 | 3.358506e+09 | 2090.570068 | 1741.890015 | 0.849860 | 1.019979 |
16588 | 2015-12-04 | 2051.239990 | 2093.840088 | 2051.239990 | 2091.689941 | 4.214910e+09 | 2091.689941 | 2080.456006 | 2078.931331 | 2036.507343 | ... | 1.021580 | 2080.456006 | 2036.507343 | 1.021580 | 3.281320e+09 | 3.358987e+09 | 2090.570068 | 1741.890015 | 0.832767 | 0.999465 |
16589 | 2015-12-07 | 2090.419922 | 2090.419922 | 2066.780029 | 2077.070068 | 4.043820e+09 | 2077.070068 | 2080.771973 | 2080.237329 | 2036.869425 | ... | 1.021554 | 2080.771973 | 2036.869425 | 1.021554 | 3.273222e+09 | 3.359485e+09 | 2090.570068 | 1741.890015 | 0.838628 | 1.006500 |
16590 rows × 29 columns
Now all the auxiliar variables created will be removed:
df.drop(columns=["min_price_ratio", "max_price_ratio"], inplace=True)
df["start_month"] = (df["Date"] - pd.to_timedelta(30, unit='d')).dt.strftime('%Y-%m')
df["end_month"] = df['Date'].dt.strftime('%Y-%m')
df["days_in_interval"] = (pd.to_datetime(df["end_month"]) - pd.to_datetime(df["start_month"]))
df["holidays_in_prior_month"] = df["days_in_interval"].dt.days - np.busday_count(df["start_month"], df["end_month"])
As we can see the number of holidays in prior months are as follows:
df.holidays_in_prior_month.value_counts(dropna=False)
8 8267 9 4378 10 3547 0 316 18 34 17 25 16 23 Name: holidays_in_prior_month, dtype: int64
Now we will remove all the auxiliar variables created:
df.drop(columns=["start_month", "end_month", "days_in_interval", "holidays_in_prior_month"], inplace=True)
df
Date | Open | High | Low | Close | Volume | Adj Close | last_5_days_mean | last_30_days_mean | last_365_days_mean | ... | day_of_year | quarter_of_year | ratio_5365_average_close | std_close_5 | std_close_365 | ratio_5365_std_close | std_volume_5 | std_volume_365 | past_year_highest_price | past_year_lowest_price | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1950-01-03 | 16.660000 | 16.660000 | 16.660000 | 16.660000 | 1.260000e+06 | 16.660000 | NaN | NaN | NaN | ... | 3 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 |
1 | 1950-01-04 | 16.850000 | 16.850000 | 16.850000 | 16.850000 | 1.890000e+06 | 16.850000 | NaN | NaN | NaN | ... | 4 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 |
2 | 1950-01-05 | 16.930000 | 16.930000 | 16.930000 | 16.930000 | 2.550000e+06 | 16.930000 | NaN | NaN | NaN | ... | 5 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 |
3 | 1950-01-06 | 16.980000 | 16.980000 | 16.980000 | 16.980000 | 2.010000e+06 | 16.980000 | NaN | NaN | NaN | ... | 6 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 |
4 | 1950-01-09 | 17.080000 | 17.080000 | 17.080000 | 17.080000 | 2.520000e+06 | 17.080000 | NaN | NaN | NaN | ... | 9 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.000000 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
16585 | 2015-12-01 | 2082.929932 | 2103.370117 | 2082.929932 | 2102.629883 | 3.712120e+09 | 2102.629883 | 2087.024023 | 2073.984998 | 2035.531178 | ... | 335 | 4 | 1.025297 | 2087.024023 | 2035.531178 | 1.025297 | 3.668599e+09 | 3.357565e+09 | 2090.570068 | 1741.890015 |
16586 | 2015-12-02 | 2101.709961 | 2104.270020 | 2077.110107 | 2079.510010 | 3.950640e+09 | 2079.510010 | 2090.231982 | 2076.283993 | 2035.914082 | ... | 336 | 4 | 1.026680 | 2090.231982 | 2035.914082 | 1.026680 | 3.524000e+09 | 3.358041e+09 | 2090.570068 | 1741.890015 |
16587 | 2015-12-03 | 2080.709961 | 2085.000000 | 2042.349976 | 2049.620117 | 4.306490e+09 | 2049.620117 | 2088.306006 | 2077.908659 | 2036.234356 | ... | 337 | 4 | 1.025573 | 2088.306006 | 2036.234356 | 1.025573 | 3.390498e+09 | 3.358506e+09 | 2090.570068 | 1741.890015 |
16588 | 2015-12-04 | 2051.239990 | 2093.840088 | 2051.239990 | 2091.689941 | 4.214910e+09 | 2091.689941 | 2080.456006 | 2078.931331 | 2036.507343 | ... | 338 | 4 | 1.021580 | 2080.456006 | 2036.507343 | 1.021580 | 3.281320e+09 | 3.358987e+09 | 2090.570068 | 1741.890015 |
16589 | 2015-12-07 | 2090.419922 | 2090.419922 | 2066.780029 | 2077.070068 | 4.043820e+09 | 2077.070068 | 2080.771973 | 2080.237329 | 2036.869425 | ... | 341 | 4 | 1.021554 | 2080.771973 | 2036.869425 | 1.021554 | 3.273222e+09 | 3.359485e+09 | 2090.570068 | 1741.890015 |
16590 rows × 27 columns
Now all the rows with null values will be removed.
df_updated = df[df["Date"] > datetime(year=1951, month=1, day=2)]
df_updated = df_updated.dropna(axis=0)
df_updated.isnull().sum()
Date 0 Open 0 High 0 Low 0 Close 0 Volume 0 Adj Close 0 last_5_days_mean 0 last_30_days_mean 0 last_365_days_mean 0 last_5_days_volume_mean 0 last_30_days_volume_mean 0 last_365_days_volume_mean 0 day_of_date 0 month_of_date 0 year_of_date 0 day_of_week 0 day_of_year 0 quarter_of_year 0 ratio_5365_average_close 0 std_close_5 0 std_close_365 0 ratio_5365_std_close 0 std_volume_5 0 std_volume_365 0 past_year_highest_price 0 past_year_lowest_price 0 dtype: int64
In this section will see how the created indicators are correlated to the target column also a correlation threshold will be established to removed low correlated columns.
Finally, we will search for strong correlated columns as they are only containing duplicated information.
target_correlations = df_updated[['Close','last_5_days_mean',
'last_30_days_mean',
'last_365_days_mean',
'last_5_days_volume_mean',
'last_30_days_volume_mean',
'last_365_days_volume_mean',
'day_of_date',
'month_of_date',
'year_of_date',
'day_of_week',
'day_of_year',
'quarter_of_year',
'ratio_5365_average_close',
'std_close_5',
'std_close_365',
'ratio_5365_std_close',
'past_year_highest_price',
'past_year_lowest_price']].corr()["Close"]
target_correlations
Close 1.000000 last_5_days_mean 0.999790 last_30_days_mean 0.999176 last_365_days_mean 0.988685 last_5_days_volume_mean 0.779243 last_30_days_volume_mean 0.785287 last_365_days_volume_mean 0.783314 day_of_date -0.000840 month_of_date 0.009619 year_of_date 0.875674 day_of_week 0.003296 day_of_year 0.009412 quarter_of_year 0.009848 ratio_5365_average_close 0.054583 std_close_5 0.999790 std_close_365 0.988685 ratio_5365_std_close 0.054583 past_year_highest_price 0.979012 past_year_lowest_price 0.979944 Name: Close, dtype: float64
target_correlations.values.mean()
0.5946894524046136
target_correlations.values.min()
-0.0008403979053792505
We will use a threshold of 0.85 to keep only the columns that are strong correlated to the target column.
keeping_columns = target_correlations[target_correlations.values>0.85].index.tolist()
From the strong correlated columns to the target column, let's check which ones are strong correlated, that indicated that we are working with duplicate informaton and should be removed
plt.style.use('fivethirtyeight')
plt.figure(figsize=(20, 10))
mask = np.triu(df[keeping_columns].corr())
sns.heatmap(df[keeping_columns].corr(), mask=mask, annot=True, cmap="Blues")
plt.show()
From the previous chart we can conclude that std_close_365 is high correlated with last_365_days_mean and with past_year_highest_price, so we will remove this columns as we consider that is duplicated information.
We are going to generate two new dataframes to use in making our algorithm.
train, test = split_by_date(df_updated[["Date"] + keeping_columns],
'Date', datetime(year=2013, month=1, day=1))
Then the Linear Regression model will be used to train the train dataset and predict the test dataset. The root of mean squared error (RMSE) is also calculated to represent the forecast error.
train.columns.tolist()
['Date', 'Close', 'last_5_days_mean', 'last_30_days_mean', 'last_365_days_mean', 'year_of_date', 'std_close_5', 'std_close_365', 'past_year_highest_price', 'past_year_lowest_price']
First we will try with the first indicators created.
initial_indicators = ['last_5_days_mean', 'last_30_days_mean', 'last_365_days_mean']
rmse, predictions = get_linear_regression_error(train, test, initial_indicators, 'Close')
create_line_plot(test["Date"], test["Close"], predictions, rmse)
Score: 0.99
Secondly, we will try with the columns whith high correlation to the target.
high_correlated_columns = ['last_5_days_mean',
'last_30_days_mean',
'last_365_days_mean',
'year_of_date',
'std_close_5',
'std_close_365',
'past_year_highest_price',
'past_year_lowest_price']
rmse, predictions = get_linear_regression_error(train, test, high_correlated_columns, 'Close')
create_line_plot(test["Date"], test["Close"], predictions, rmse)
Score: 0.99
Then, we will try with the columns high correlated to the target discarding the ones that may contain duplicate information
high_correlated_columns_without_duplicates = ['last_5_days_mean',
'last_30_days_mean',
'year_of_date',
'std_close_5',
'std_close_365',
'past_year_lowest_price']
rmse, predictions = get_linear_regression_error(train, test, high_correlated_columns_without_duplicates, 'Close')
create_line_plot(test["Date"], test["Close"], predictions, rmse)
Score: 0.99
As we can se from the previous charts, the RMSE doesn't change after generating new indicators and removing duplicate information.
In this section we will try the ElasticNet algorithm with the previous features and options.
rmse, predictions = get_elastic_net_error(train, test, initial_indicators, 'Close', max_iter=5000)
create_line_plot(test["Date"], test["Close"], predictions, rmse,)
Score: 0.99
rmse, predictions = get_elastic_net_error(train, test, high_correlated_columns, 'Close', max_iter=5000)
create_line_plot(test["Date"], test["Close"], predictions, rmse,)
Score: 0.99
rmse, predictions = get_elastic_net_error(train, test, high_correlated_columns_without_duplicates, 'Close', max_iter=5000)
create_line_plot(test["Date"], test["Close"], predictions, rmse,)
Score: 0.99
As we can see for this algorithm like in the Linear Regression the obtained RMSE doesn't vary.
rmse, predictions = get_random_forest_regressor_error(train, test, initial_indicators, 'Close', max_iter=5000)
create_line_plot(test["Date"], test["Close"], predictions, rmse,)
Score: -3.37
rmse, predictions = get_random_forest_regressor_error(train, test, high_correlated_columns, 'Close', max_iter=5000)
create_line_plot(test["Date"], test["Close"], predictions, rmse,)
Score: -3.36
rmse, predictions = get_random_forest_regressor_error(train, test, high_correlated_columns_without_duplicates, 'Close', max_iter=5000)
create_line_plot(test["Date"], test["Close"], predictions, rmse,)
Score: -3.37
For the Random Forest Regressor the obtained RMSE is very high 401.
As we are not seeing considerable improvements after creating new indicators with feature engineering and we are working with a low number of features we considered to change the strategy to a more real one, by making predictions only one day ahead.
For example, train a model using data from 1951-01-03 to 2013-01-02, make predictions for 2013-01-03, and then train another model using data from 1951-01-03 to 2013-01-03, make predictions for 2013-01-04, and so on.
LINEAR_REGRESSION_MODEL = "LinearRegression"
ELASTIC_NET_MODEL = "ElasticNet"
RANDOM_FOREST_MODEL = "RandomForest"
def daily_predictor(df, features, row, target, preds, model=LINEAR_REGRESSION_MODEL, max_iter=1000):
train = df[df["Date"]<row["Date"]]
test = df[df["Date"]==row["Date"]]
if len(train)==0:
preds.append(np.nan)
return np.nan
else:
if model == LINEAR_REGRESSION_MODEL:
model = LinearRegression()
elif model == ELASTIC_NET_MODEL:
model = ElasticNet(random_state=0, max_iter=max_iter)
elif model == RANDOM_FOREST_MODEL:
model = RandomForestRegressor(random_state=0)
#Train
model.fit(train[features], train[target])
#Test
predictions = model.predict(test[features])
#Error
mse = mean_squared_error(test[target], predictions)
rmse = np.sqrt(mse)
preds.append(predictions[0])
return rmse
def one_day_predictor(df, features, date, target, model=LINEAR_REGRESSION_MODEL):
train = df[df["Date"]<date]
test = df[df["Date"]==date]
if len(train)==0:
preds.append(np.nan)
return np.nan
else:
if model == LINEAR_REGRESSION_MODEL:
model = LinearRegression()
elif model == ELASTIC_NET_MODEL:
model = ElasticNet(random_state=0, max_iter=max_iter)
elif model == RANDOM_FOREST_MODEL:
model = RandomForestRegressor(random_state=0)
#Train
model.fit(train[features], train[target])
#Test
predictions = model.predict(test[features])
#Error
mse = mean_squared_error(test[target], predictions)
rmse = np.sqrt(mse)
#preds.append(predictions[0])
return rmse, predictions[0]
predictions = []
rmse = df_updated.apply(lambda row: daily_predictor(df_updated,
high_correlated_columns_without_duplicates,
row,
'Close',
predictions,
model=LINEAR_REGRESSION_MODEL
), axis=1)
We want to overview the RMSE value for the test dataset predicted one day ahead, that's why we will keep only the last 739 values which are the entries between 2013-01-02 and 2015-12-07 also we will compute the mean RMSE of all the RMSE obtained.
create_line_plot(test["Date"],
test["Close"],
predictions[-739:],
np.mean(rmse[-739:]),
algorithm_title=' (Linear Regression)')
As we can see from the previous chart, the RMSE=16.17 decreased from 22.2 for the Logistic Regression algorithm by changing the strategy and predicting each value one day ahead.
predictions = []
e_rmse = df_updated.apply(lambda row: daily_predictor(df_updated,
high_correlated_columns_without_duplicates,
row,
'Close',
predictions,
model=ELASTIC_NET_MODEL,
max_iter=1000
), axis=1)
/home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0, tolerance: 0.0 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.6601076863376, tolerance: 329.3231416510301 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.0935436277209, tolerance: 329.4615463647044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.53274972297095, tolerance: 329.61197704902196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.8164694608022, tolerance: 329.75704596650445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.0566196934974, tolerance: 329.89306402772803 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.31416530456454, tolerance: 330.01961196704616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.53165034571475, tolerance: 330.13566669936404 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.69754827186534, tolerance: 330.25434796134516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.8534264582813, tolerance: 330.37610298110724 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.92235623171473, tolerance: 330.4893806525083 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.07480208220704, tolerance: 330.60593570743936 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.0802284316246, tolerance: 330.7127579560422 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.2391091092709, tolerance: 330.82651054131924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.4533854068418, tolerance: 330.94238711137257 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.82785502841625, tolerance: 331.0656157366975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.0969743519827, tolerance: 331.18579696091246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.2130420081435, tolerance: 331.2966897489641 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.2331027048572, tolerance: 331.4007876684592 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.2398794615269, tolerance: 331.50426540592525 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.1923926255199, tolerance: 331.60451214766454 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.31422632002386, tolerance: 331.7102382046725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.7401290632133, tolerance: 331.8250853448342 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.487377360304, tolerance: 331.955856692535 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.9462728973258, tolerance: 332.0844172315849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.1646336903591, tolerance: 332.2030184366084 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.4033757834013, tolerance: 332.3327027172941 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.60208717982914, tolerance: 332.46269705570444 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.78290896007, tolerance: 332.5972222941276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.9587201953782, tolerance: 332.7331661689362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.11141374375165, tolerance: 332.8734416609197 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.23782930482, tolerance: 333.0165229187239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.3159482824676, tolerance: 333.1642763363573 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.2308863036146, tolerance: 333.32372581871635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.1302012330034, tolerance: 333.48479465233004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.1423839888457, tolerance: 333.6437216131754 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.313987172804, tolerance: 333.79988864085374 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.8040775307718, tolerance: 333.9479630371048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.6017452599385, tolerance: 334.0854789261731 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.22691135927926, tolerance: 334.2217578928306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.69689522840827, tolerance: 334.3566588607547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.0089535635793, tolerance: 334.4932759939896 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.2699292344719, tolerance: 334.6285133707024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.5369406361865, tolerance: 334.7564457157796 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.77526060271794, tolerance: 334.8847581085752 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.99478376178695, tolerance: 335.00707535858464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.16150366553484, tolerance: 335.1220454436918 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.2192770481611, tolerance: 335.2302916682386 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.2613179741511, tolerance: 335.3404786339041 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.21515462521074, tolerance: 335.445896314883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.2093343127449, tolerance: 335.5514032042865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.11591540175823, tolerance: 335.65237228932733 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.91253864375176, tolerance: 335.7487799069551 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.67774241164943, tolerance: 335.84292840743757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.91342959395524, tolerance: 335.94569730360814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.08989985620565, tolerance: 336.0465762114722 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.5185856674334, tolerance: 336.1525605850867 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.0459873241025, tolerance: 336.26244563555554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.6676083826592, tolerance: 336.37908453308205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.0566108299936, tolerance: 336.49465649359155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.41411453769297, tolerance: 336.61271265440087 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.70634876059376, tolerance: 336.73251633215557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.9528130037038, tolerance: 336.8531752612606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.1959555913918, tolerance: 336.97735585857424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.40393417814175, tolerance: 337.09875604025814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.5982632290079, tolerance: 337.21385280276667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.79525376095535, tolerance: 337.3246715924079 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.98455368439954, tolerance: 337.43438537629186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.1675445514761, tolerance: 337.5460528329445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.3780103928634, tolerance: 337.66500993790527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.58055666856444, tolerance: 337.7819299070993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.7702407476254, tolerance: 337.89622141734105 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.974557080518, tolerance: 338.0251766270472 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.10109380778795, tolerance: 338.1604781948463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.15573671279617, tolerance: 338.29898315653355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.1863439453796, tolerance: 338.438628136536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.15438115300367, tolerance: 338.5834226091693 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.06065620469144, tolerance: 338.73415674550466 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.99645169094174, tolerance: 338.886779989079 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.14898164725264, tolerance: 339.0343096853122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.403512564038, tolerance: 339.18009811945035 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.573936861143, tolerance: 339.33029219153696 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.7821282873192, tolerance: 339.48035121399795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.06397071297624, tolerance: 339.6275007205717 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.0830670780615, tolerance: 339.78584565780795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.089313024218, tolerance: 339.9471677944351 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.17800137368886, tolerance: 340.1076260412235 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.4744127834779, tolerance: 340.2608173580034 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.47622814675105, tolerance: 340.4289336503174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.49008145139805, tolerance: 340.5998672167335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.8233061299361, tolerance: 340.75943819513805 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.123004663526, tolerance: 340.9200682568975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.46048105174805, tolerance: 341.07887875554803 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.8174846232823, tolerance: 341.2379474083935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.1039737288779, tolerance: 341.39863426763935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.4790695294264, tolerance: 341.55087631834493 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.7645442968974, tolerance: 341.7076977840449 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.0038093151188, tolerance: 341.8686036278253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.2395863727852, tolerance: 342.03129798422333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.4417123195126, tolerance: 342.2011045912117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.6719775452366, tolerance: 342.3689566728121 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.03725964938485, tolerance: 342.52216712093576 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.4258149930465, tolerance: 342.6672879853453 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.748909518652, tolerance: 342.80781940145755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.9755299715848, tolerance: 342.9436884857237 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.009934167816, tolerance: 343.0683224527723 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.89357092170803, tolerance: 343.1889873799168 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.9467160637055, tolerance: 343.3155109846364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.31890881294566, tolerance: 343.4508117475079 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.3603881422041, tolerance: 343.57370693299043 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.26940762538015, tolerance: 343.6906012348899 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.19888958539195, tolerance: 343.8069047411332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.72408383499305, tolerance: 343.9105049099373 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.319990242956, tolerance: 344.0139369601627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.49795322851287, tolerance: 344.12686378824895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.80367961914317, tolerance: 344.21945310053366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.6016910924909, tolerance: 344.2999552400104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.0220733476831, tolerance: 344.38678795619614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.49493911193804, tolerance: 344.4717124880493 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.05666133041404, tolerance: 344.5407581486894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.6362468341458, tolerance: 344.60523158950633 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.18906889144273, tolerance: 463.1844280375349 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.5902584163041, tolerance: 463.4636236775137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.94698370422793, tolerance: 463.7223134524175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.3694721992533, tolerance: 463.9826612526783 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.81047429537557, tolerance: 464.2415083378285 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.2825818914498, tolerance: 464.4840632989405 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.703607953139, tolerance: 464.73830874940813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.0242679118028, tolerance: 465.0085573916298 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.27098797903, tolerance: 465.3030576134238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.66458221637185, tolerance: 465.5717993809732 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.06298934875576, tolerance: 465.84327045978057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.48254433720376, tolerance: 466.1177986650198 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.90717947436315, tolerance: 466.4112141731918 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.3503589567881, tolerance: 466.74172285261847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.8548463525358, tolerance: 467.0943398711957 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.52235069259405, tolerance: 467.45473651331775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.30316759607285, tolerance: 467.8222689571035 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.26496303337444, tolerance: 468.2137153340986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.09783521133795, tolerance: 468.59708447483297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.0307882511097, tolerance: 468.99711406901827 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.70687683117285, tolerance: 469.3808817453253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.22013401656204, tolerance: 469.7546943816893 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.86671212057354, tolerance: 470.14097461086317 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.63353451964576, tolerance: 470.53765459604443 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.41918744860686, tolerance: 470.9386418402117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.77138529189597, tolerance: 471.29869921787474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.14877495970813, tolerance: 471.65578021906344 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.53453616601837, tolerance: 472.009659800665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.96303947198703, tolerance: 472.36070802449524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.2647791555064, tolerance: 472.68323062879864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.5313309069361, tolerance: 472.9679942018357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.9720651644484, tolerance: 473.2512912952131 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.5353001609028, tolerance: 473.51137345465844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.23731706135004, tolerance: 473.76228500558716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.7567329443373, tolerance: 474.0322049003969 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.14646461325356, tolerance: 474.3043384220447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.359942164072, tolerance: 474.58852266861527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.2666329501708, tolerance: 474.8975607283512 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.33675057780783, tolerance: 475.2077349722869 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.5402416392126, tolerance: 475.5256654823856 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.7149531107625, tolerance: 475.86738961205333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.1028884329389, tolerance: 476.20342910549215 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.56239215952337, tolerance: 476.546129821773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.0538948341182, tolerance: 476.89685777894584 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.589455154367, tolerance: 477.2294866480299 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.1273937001506, tolerance: 477.5654898637311 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.6687447698032, tolerance: 477.90640014813096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.2197297550829, tolerance: 478.2540188790116 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.80765678643183, tolerance: 478.6210213318742 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.41740065345857, tolerance: 478.98973891215354 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.9018130347531, tolerance: 479.32236484908066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.27820096659616, tolerance: 479.63200918217296 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.7188634188915, tolerance: 479.9462565947586 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.1940784008766, tolerance: 480.2608635515243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.6966394219007, tolerance: 480.57280692902924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.1959922055057, tolerance: 480.8866754822069 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.6725672801758, tolerance: 481.2089131603999 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.15992196476327, tolerance: 481.5373327646171 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.66186132621715, tolerance: 481.86109158211633 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.14162912578104, tolerance: 482.1545515126812 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.63200156085986, tolerance: 482.44479552430346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.15147904567493, tolerance: 482.72322845091924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.6987095459717, tolerance: 483.0012661244618 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.2596770693244, tolerance: 483.27512829796376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.6548932987034, tolerance: 483.5624708811321 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.11052908197144, tolerance: 483.84143249505985 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.5531921916818, tolerance: 484.11926016619094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.0658434740444, tolerance: 484.3897844778766 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.82832284083725, tolerance: 484.6334726595813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.37449891524466, tolerance: 484.8926320084127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.8432963708665, tolerance: 485.15304297282233 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.13725535768026, tolerance: 485.4241006394424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.2942535770926, tolerance: 485.7052738884308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.64741588050765, tolerance: 485.97244264408056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.0637695807327, tolerance: 486.23922593217077 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.5769222262252, tolerance: 486.49570579786854 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.13441759376474, tolerance: 486.74447470056606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.6960273313598, tolerance: 486.9882117089202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.1256556700846, tolerance: 487.24014234365086 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.463284657284, tolerance: 487.49877109112873 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.94596133038885, tolerance: 487.73866055061234 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.39833356551935, tolerance: 487.9781885739078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.7665923309023, tolerance: 488.2252436342617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.13890673682454, tolerance: 488.4726266869626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.42060262209725, tolerance: 488.7313059715302 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.5969138545506, tolerance: 489.00623041522545 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.82570488397323, tolerance: 489.29348092599355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.17404646946125, tolerance: 489.5886355552491 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.6028935391241, tolerance: 489.86816536246243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.0487614290678, tolerance: 490.15079693444534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.43847714059666, tolerance: 490.4235489612464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.8243931043653, tolerance: 490.6953894329888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.2804977854521, tolerance: 490.98055475995255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.7116447673907, tolerance: 491.25863596857556 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.124452538219, tolerance: 491.5312870427324 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.64407280397427, tolerance: 491.8387397776671 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.19070481541803, tolerance: 492.1452195355665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.8466106257101, tolerance: 492.4692388855819 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.447796248759, tolerance: 492.7845743610824 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.0485858240063, tolerance: 493.1031986400362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.51067947013325, tolerance: 493.4132129184726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.0364524794586, tolerance: 493.7300810253954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.72252097195906, tolerance: 494.06524099785224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.27783488503974, tolerance: 494.38860293918003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.0836835868022, tolerance: 494.7402134193605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.7578266762839, tolerance: 495.08183579888106 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.1837608789783, tolerance: 495.4046910491506 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.5544892185117, tolerance: 495.7232654076692 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.1524235608131, tolerance: 496.06145806282177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.7875805893873, tolerance: 496.40621637659916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.3952597175658, tolerance: 496.7479488149196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.9226726063898, tolerance: 497.0799520744227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.3099012569273, tolerance: 497.3941316365057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.7120868062302, tolerance: 497.7079988999038 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.182183116347, tolerance: 498.02627485522015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.6899926635524, tolerance: 498.34853543272794 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.1958119379478, tolerance: 498.6688918073458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.678898457506, tolerance: 498.9739511516045 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.161790352071, tolerance: 499.27375616196554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.6525968297974, tolerance: 499.5900124064769 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.1388934475217, tolerance: 499.91216775820004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.6144541286967, tolerance: 500.2428009267216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.1057237042951, tolerance: 500.5594628742307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.6034994848414, tolerance: 500.87502409442106 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.1067008408118, tolerance: 501.18825427338027 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.604697195703, tolerance: 501.5149697568667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.1034059029471, tolerance: 501.8454911023746 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.6082694300649, tolerance: 502.16283188917555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.1212677531876, tolerance: 502.4658292841524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.638637879184, tolerance: 502.76610580125293 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.1572576470026, tolerance: 503.06531282000583 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.7340390340069, tolerance: 503.3424339060971 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.3322759061803, tolerance: 503.61580546951996 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.8648751499886, tolerance: 503.89393069196626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.2878795971283, tolerance: 504.1814424796849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.6875613711936, tolerance: 504.4687665659251 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.2325440486911, tolerance: 504.7354897563844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.6701667410243, tolerance: 505.0126703159229 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.1285591790656, tolerance: 505.28798650134826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.5248113913522, tolerance: 505.5709379248204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.8480497675564, tolerance: 505.86335570899604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.1632127679759, tolerance: 506.15970602214225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.5706028889135, tolerance: 506.4510952641971 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.0035522733833, tolerance: 506.7414323614229 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.4600709318147, tolerance: 507.0290008790767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.9284373591072, tolerance: 507.3120030046764 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.3557376013077, tolerance: 507.61045110383 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.7660182995487, tolerance: 507.91983949550894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.2075377006022, tolerance: 508.2255924126525 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.6678407928757, tolerance: 508.52182503413167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.1301323011667, tolerance: 508.8160191840862 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.5683840457787, tolerance: 509.09103762937673 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.0198014283142, tolerance: 509.36692389784866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.477606718875, tolerance: 509.6453650025041 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.8960991509539, tolerance: 509.9371815984917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.3101844103703, tolerance: 510.22913277683057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.7303537524549, tolerance: 510.51809249514065 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.1624916686451, tolerance: 510.81074587148197 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.6118485292182, tolerance: 511.1189905251278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.0876548855631, tolerance: 511.42426949110154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.572355954142, tolerance: 511.7307903864921 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.0100714079435, tolerance: 512.0212757649407 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.4868923846752, tolerance: 512.3244262592979 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.8987792190928, tolerance: 512.609278274366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.3485369465197, tolerance: 512.9008139432328 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.7966687350772, tolerance: 513.1888235362707 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.2502435089573, tolerance: 513.4919723354017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.7060618157093, tolerance: 513.7874876102812 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.1580402662767, tolerance: 514.0845531482663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.613985045502, tolerance: 514.3788174790411 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.0663050706216, tolerance: 514.6657771943193 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.5141694408858, tolerance: 514.9454194186792 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.9776066535023, tolerance: 515.2099643900605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.4816341884089, tolerance: 515.4629416132728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.058330014609, tolerance: 515.7032369190202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.5719125945334, tolerance: 515.952068655429 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.0272472666429, tolerance: 516.2016296914371 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.316704949033, tolerance: 516.4610065446665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.5874760736388, tolerance: 516.7210244243042 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.8561534299806, tolerance: 516.9837302158261 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.1872987458328, tolerance: 517.246465307813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.5105560120655, tolerance: 517.5151055620281 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.8680024030982, tolerance: 517.7848122813235 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.2235288368875, tolerance: 518.0588230494209 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.6846995178912, tolerance: 518.3118210022503 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.1534306001422, tolerance: 518.5609410298257 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.6670220687411, tolerance: 518.7980619852592 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.1527981883373, tolerance: 519.0377533051259 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.5288869474316, tolerance: 519.287867345466 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.7375707828887, tolerance: 519.5525193097549 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.0432003157275, tolerance: 519.8093375824077 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.3690118976665, tolerance: 520.0662872145307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.6937292942466, tolerance: 520.3318531067222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.0432774075252, tolerance: 520.6068050860829 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.437115892938, tolerance: 520.877086600311 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.8357702537414, tolerance: 521.1546188651167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.27441811881, tolerance: 521.4479918257869 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.7572864475278, tolerance: 521.7409584789998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.2011798666945, tolerance: 522.0242904823252 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.6886137950496, tolerance: 522.3160145507328 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.2642539868466, tolerance: 522.6219774109632 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.7877037218086, tolerance: 522.9228982289455 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.3122461582252, tolerance: 523.224943322893 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.7272144940553, tolerance: 523.5157994921391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.0068598125536, tolerance: 523.7930405280604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.232410735819, tolerance: 524.0586411458397 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.5816655789695, tolerance: 524.3280985128824 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.982361070739, tolerance: 524.5995610419967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.3784829579909, tolerance: 524.855950711008 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.83270608158, tolerance: 525.0758946084194 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.3993059391423, tolerance: 525.2923214372532 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.0025470442888, tolerance: 525.5071097635263 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.7180207246893, tolerance: 525.7086114666112 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.2649630718051, tolerance: 525.9152060821282 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.8759409866343, tolerance: 526.1101854693549 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.3617589929163, tolerance: 526.3071468599903 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.6903690084882, tolerance: 526.5082466634442 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.3659350207208, tolerance: 526.6896212642755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.165673905718, tolerance: 526.8611189728507 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.2064123525015, tolerance: 527.01569922297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.9904001925233, tolerance: 527.1735562169883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.2593101396733, tolerance: 527.3454957947425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.0657654114038, tolerance: 527.529792208689 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.0934334966323, tolerance: 527.7059729152298 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.3328027257103, tolerance: 527.8747142061675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.7986128737548, tolerance: 528.0360973138609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.5271855257606, tolerance: 528.1839150859944 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.2744637496389, tolerance: 528.3249290072156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.7048441869038, tolerance: 528.4733585517104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.1080847800986, tolerance: 528.6174643398775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.566518185753, tolerance: 528.7538179719041 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.0100280350589, tolerance: 528.8854493004943 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.6924819075693, tolerance: 529.0012953658577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.8659794744626, tolerance: 529.1366551506657 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.9319729888939, tolerance: 529.2750106169239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.9488826611823, tolerance: 529.4151186430006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.8804035460607, tolerance: 529.562005149081 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.6454716048129, tolerance: 529.7268437715704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.6501382023753, tolerance: 529.8928568800258 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.7760933151485, tolerance: 530.0578478861983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.9212799816778, tolerance: 530.238756412567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.1670285788177, tolerance: 530.4282198851092 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.4497502350641, tolerance: 530.6102198339726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.7225048506334, tolerance: 530.7901279986222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.9623272113613, tolerance: 530.9663580152599 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.0564189650695, tolerance: 531.1263108770759 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.2444367188691, tolerance: 531.2935797950548 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.4355105942086, tolerance: 531.4565770640226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.6397055856723, tolerance: 531.6178384799822 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.8933103873051, tolerance: 531.789663121755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.1397773764738, tolerance: 531.959951660657 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.3741441718839, tolerance: 532.1264187246741 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.579965905109, tolerance: 532.2844633120636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.7756425938469, tolerance: 532.4389860403817 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.003939858464, tolerance: 532.6024759143738 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.2366181489742, tolerance: 532.7672168813881 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.4617298720641, tolerance: 532.9287624421231 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.7196047451962, tolerance: 533.1138086735778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.0634315338266, tolerance: 533.3192072020001 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.5121337717073, tolerance: 533.5300225988946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.9808951147279, tolerance: 533.7402293961535 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.3222886424192, tolerance: 533.9395210007368 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.5064535737547, tolerance: 534.1310672756152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.7429702803402, tolerance: 534.3280251514592 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.9461614811926, tolerance: 534.5197278398454 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.2053998106194, tolerance: 534.7133087163198 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.5012377097264, tolerance: 534.9092190475257 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.7199261538817, tolerance: 535.091853658755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.8891829469203, tolerance: 535.2624225864446 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.131277822994, tolerance: 535.4405424832971 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.3669162695624, tolerance: 535.611181790479 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.6193732275415, tolerance: 535.7855114015445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.8610872664221, tolerance: 535.9682419109406 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.1035204958171, tolerance: 536.1499831534728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.3559715846741, tolerance: 536.3483209731236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.6410184120969, tolerance: 536.5514422575988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.9841857179972, tolerance: 536.7639882282211 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.4098021251248, tolerance: 536.9882500528795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.8346539514705, tolerance: 537.210089198039 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.1269409809047, tolerance: 537.4187868258716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.4382073278211, tolerance: 537.6313736057668 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.8293942080527, tolerance: 537.8545422091609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.1164249222347, tolerance: 538.0676565854577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.3943565573609, tolerance: 538.2773106760412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.7289462464969, tolerance: 538.4929935783553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.0697222303706, tolerance: 538.7107584213882 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.3615385637167, tolerance: 538.9212460679305 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.5726369644644, tolerance: 539.1124142636005 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.8283999053192, tolerance: 539.3053703995612 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.0883441493434, tolerance: 539.4932994763965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.3749478850877, tolerance: 539.6872939156656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.6533677946691, tolerance: 539.889062855076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.9295765431152, tolerance: 540.0848919471748 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.212925664433, tolerance: 540.276618123486 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.5005866197307, tolerance: 540.4633336043462 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.7857659134552, tolerance: 540.6519905100412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.0723674052506, tolerance: 540.838257987079 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.3646884603695, tolerance: 541.0193324537846 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.632511538879, tolerance: 541.2057576025506 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.8860196196929, tolerance: 541.394296344518 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.1352433146758, tolerance: 541.5844366800811 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.4806833608309, tolerance: 541.7517937854113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.8634812894761, tolerance: 541.9120639694643 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.2523903621677, tolerance: 542.070295252117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.5752619536697, tolerance: 542.2334531803612 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.0795637540377, tolerance: 542.3749605868177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.5655487272079, tolerance: 542.512841802411 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.1360875164683, tolerance: 542.6403434373096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.540694114401, tolerance: 542.7725661818682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.7639853828459, tolerance: 542.9105592571467 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.775662069731, tolerance: 543.0552046692096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.967348773479, tolerance: 543.1904606375415 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.2334877220055, tolerance: 543.3205808429393 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.4484662496088, tolerance: 543.4541507548207 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.7026250600984, tolerance: 543.5849938839812 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.9298574976165, tolerance: 543.716018383525 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.1386588751147, tolerance: 543.8454195490174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.277859338762, tolerance: 543.9787717258781 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.1491012966799, tolerance: 544.1363188933484 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.0199310685757, tolerance: 544.3057885576699 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.1812970154024, tolerance: 544.4543313321828 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.3670293063769, tolerance: 544.6046113902127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.5930022947214, tolerance: 544.7432245234046 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.8057898685502, tolerance: 544.8813534600217 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.0123810377863, tolerance: 545.0257578328967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.2582953272522, tolerance: 545.1508301432369 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.5279976058009, tolerance: 545.2692404992492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.745939022032, tolerance: 545.3944577397923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.9560492326646, tolerance: 545.5180186553132 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.1465822990649, tolerance: 545.641194654772 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.3193336532177, tolerance: 545.7621015922136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.5029137303554, tolerance: 545.8804166960158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.6774356035266, tolerance: 545.9995953534946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.8701775656364, tolerance: 546.1146356970178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.1277298297719, tolerance: 546.2188554268134 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.3669477924677, tolerance: 546.3225310059678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.4595026553052, tolerance: 546.4391817402519 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.5653660704193, tolerance: 546.5540317812188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.6674071842181, tolerance: 546.6681738933825 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.7557177656236, tolerance: 546.7836400125741 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.906265660109, tolerance: 546.8948337364675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.1416862404312, tolerance: 546.9945715869898 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.414580898715, tolerance: 547.0878228497895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.701551563905, tolerance: 547.1777805442166 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.0979070364083, tolerance: 547.2561189660548 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.3135506127828, tolerance: 547.342997100515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.3975599296728, tolerance: 547.4333036522662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.4515424100637, tolerance: 547.5232854136191 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.5718174159883, tolerance: 547.608800309967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.5916901749588, tolerance: 547.6992742795371 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.6763143704666, tolerance: 547.7887040682801 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.7841048530518, tolerance: 547.8769176043375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.802237933427, tolerance: 547.9725014873148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.8242708942198, tolerance: 548.0699854194988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.7836358327177, tolerance: 548.1813946546151 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.8027390420757, tolerance: 548.2980403898914 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.9085652710346, tolerance: 548.4107270543509 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.0504105290365, tolerance: 548.5249998187887 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.1678709092366, tolerance: 548.6308182916465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.2864449747831, tolerance: 548.738962647001 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.4063360997861, tolerance: 548.8468804061882 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.5236951254428, tolerance: 548.9527421404243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.6941776056447, tolerance: 549.0708158828381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.9055768206717, tolerance: 549.1981728398287 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.1178061363253, tolerance: 549.322727402239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.3585765240095, tolerance: 549.4517337483334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.5953785445017, tolerance: 549.5814242694738 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.8652867443379, tolerance: 549.7166101598746 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.0927651917846, tolerance: 549.8501467551647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.3072860829852, tolerance: 549.9835740473451 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.4893570589229, tolerance: 550.1157990861616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.7112900442753, tolerance: 550.2517962271776 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.9608007094685, tolerance: 550.3911697113823 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.1893682160744, tolerance: 550.52968545325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.2989518057157, tolerance: 550.6589454620464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.4436181110505, tolerance: 550.7901912077804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.696323687951, tolerance: 550.9322662731282 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.0359746825006, tolerance: 551.0854417374142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.3990590237381, tolerance: 551.2434662357348 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.6495667561685, tolerance: 551.391591100835 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.8150306957741, tolerance: 551.5340356899623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.8718166459785, tolerance: 551.6681146451974 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.9779268939928, tolerance: 551.8043628715501 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.1420561910154, tolerance: 551.9433933557867 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.351617362051, tolerance: 552.0871988851553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.5664212280444, tolerance: 552.2325622748187 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.8100945194255, tolerance: 552.3856883302849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.0846143067702, tolerance: 552.5450168481626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.3058949552887, tolerance: 552.6957210978617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.5685017962496, tolerance: 552.854565781598 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.8063772464448, tolerance: 553.0113813809791 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.9807327485441, tolerance: 553.1607223603521 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.1528158140827, tolerance: 553.3084046205789 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.2902430751992, tolerance: 553.44622626951 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.4234235923959, tolerance: 553.5776279873377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.5860173147548, tolerance: 553.702198455822 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.7851363939826, tolerance: 553.824626986662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.9848280121132, tolerance: 553.949130410425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.1719410383203, tolerance: 554.0728956452725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.3591021352986, tolerance: 554.1938991479667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.5959016080888, tolerance: 554.3060634856664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.8424774213781, tolerance: 554.4152042177802 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.1172119627681, tolerance: 554.5192236160324 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.3754936989908, tolerance: 554.6219291221539 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.5649874169776, tolerance: 554.7269268280916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.7293361957818, tolerance: 554.8307331421016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.0254123961122, tolerance: 554.9234214393607 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.2741280210739, tolerance: 555.0162674837186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.5316686432407, tolerance: 555.1061269234002 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.806209479364, tolerance: 555.1921668527176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.963638041906, tolerance: 555.2818585234684 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.9063752777083, tolerance: 555.3815528919746 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.0057029099708, tolerance: 555.473302779435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.1264196761504, tolerance: 555.5633998878286 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.3171967116814, tolerance: 555.6486182802156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.5988446207239, tolerance: 555.7265616200899 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.8687951228203, tolerance: 555.8027077801399 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.0847925169592, tolerance: 555.8783926202851 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.1549000425339, tolerance: 555.960229250728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.0371033910569, tolerance: 556.0529076047839 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.986301616892, tolerance: 556.1436835230182 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.0367287957706, tolerance: 556.2303256047245 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.0606620081808, tolerance: 556.3236619039646 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.13611018957, tolerance: 556.4166678489804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.2442391166715, tolerance: 556.5060258697438 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.365311102958, tolerance: 556.5900611886578 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.5001074473175, tolerance: 556.6680418511608 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.6354776274111, tolerance: 556.7440042802747 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.7642501955133, tolerance: 556.8195609745173 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.8663650368417, tolerance: 556.8968108194135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.9014297719632, tolerance: 556.9814338177001 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.9151385459581, tolerance: 557.0703932462832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.9635100550713, tolerance: 557.1586144857514 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.0224910802299, tolerance: 557.2527898462104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.1159845002285, tolerance: 557.3471240552336 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.2338007707767, tolerance: 557.4451538093389 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.3517130799155, tolerance: 557.5410401543037 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.4905978513134, tolerance: 557.6419817147522 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.6240397713391, tolerance: 557.7421352073134 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.756218849574, tolerance: 557.8426418636745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.8710338064184, tolerance: 557.9411659138019 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.9527455439347, tolerance: 558.0346451937519 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.0005356187166, tolerance: 558.122500145032 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.0185710929472, tolerance: 558.2006006435877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.0829980515628, tolerance: 558.2785684605187 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.1745137305606, tolerance: 558.3530374443857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.2519868747286, tolerance: 558.438156803787 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.3430133626589, tolerance: 558.5166765889605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.4748915144337, tolerance: 558.5859915332912 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.6355901205279, tolerance: 558.6502247303741 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.8469492443201, tolerance: 558.7073025297329 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.0793074257836, tolerance: 558.761395057796 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.2973833803335, tolerance: 558.8143626559307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.476260267008, tolerance: 558.8662173314548 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.6139187866111, tolerance: 558.9172417254155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.5624154443149, tolerance: 558.9749159333054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.4930841959213, tolerance: 559.0337329364181 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.9911692793703, tolerance: 559.1189889887663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.7435696370876, tolerance: 559.2013279071017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.6296534587091, tolerance: 559.2872406438414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.5807704033014, tolerance: 559.397243517931 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.8104091975401, tolerance: 559.5286645172688 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.2125959277255, tolerance: 559.6545988356876 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.8052456717123, tolerance: 559.7968207949759 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.4706946213701, tolerance: 559.9464134676098 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.80201942842, tolerance: 560.085036595602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.1139178522462, tolerance: 560.2277475840667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.6629764098125, tolerance: 560.3847372749424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.9064207901938, tolerance: 560.5318609425276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.4443811176552, tolerance: 560.6950077357078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.2678400643654, tolerance: 560.8779852208835 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.7589623124004, tolerance: 561.0498803261934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.273870337347, tolerance: 561.2286792873929 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.6784202424278, tolerance: 561.4054910362007 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.8380664488122, tolerance: 561.5739473661205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.1661985952887, tolerance: 561.7529428257725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.6128815332468, tolerance: 561.9392398609584 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.1612012025707, tolerance: 562.1358992311247 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.5884695353961, tolerance: 562.3279219372172 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.8327642527565, tolerance: 562.5093521523863 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.0419680526793, tolerance: 562.6903933390198 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.4989213434474, tolerance: 562.8921118676938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.8275979186492, tolerance: 563.0858627780158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.1394932469611, tolerance: 563.2779808646494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.4087028028862, tolerance: 563.4657770503869 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.6915510984745, tolerance: 563.6561317084329 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.9372156730078, tolerance: 563.8431347360679 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.1131465123199, tolerance: 564.0164252667369 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.268777772977, tolerance: 564.179743927487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.5191968767667, tolerance: 564.3557846630009 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.7651000460446, tolerance: 564.5279402854866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.0212761884268, tolerance: 564.703971492017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.2985161016277, tolerance: 564.9150217503509 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.6461870120547, tolerance: 565.1528134549228 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.1492913620095, tolerance: 565.4129872657754 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.8760841262574, tolerance: 565.7091431102681 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.6495542947723, tolerance: 566.0048936142995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.5399604555005, tolerance: 566.3257654498616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.129965163951, tolerance: 566.6227701827429 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.539296128145, tolerance: 566.9088982733958 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.2158454805995, tolerance: 567.2297479129343 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.8365832511718, tolerance: 567.5488153876113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.6467882782817, tolerance: 567.8984315469258 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.3859298982388, tolerance: 568.2459475008916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.0500054312688, tolerance: 568.5906650262004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.2087608713919, tolerance: 568.873637970089 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.5027114737986, tolerance: 569.1690087888602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.8932734561895, tolerance: 569.4731691371815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.212182252837, tolerance: 569.7587899836197 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.6129366938421, tolerance: 570.0457257832292 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.1457430576083, tolerance: 570.3516359010987 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.7615097898142, tolerance: 570.6802130591084 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.6121320158854, tolerance: 571.0732624853663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.3949299995747, tolerance: 571.453524530433 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.1614196336704, tolerance: 571.8375174768646 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.7762620659523, tolerance: 572.2003915955253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.5125606453657, tolerance: 572.5949119092563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.0850745849402, tolerance: 572.966312235148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.7096214971261, tolerance: 573.3448383488762 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.2114851378592, tolerance: 573.6964451603012 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.6143348569858, tolerance: 574.0189411037304 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.9893262746355, tolerance: 574.3233281627768 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.5199449308857, tolerance: 574.6559546539843 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.0659238030967, tolerance: 574.9932379012125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.589946770051, tolerance: 575.3152768036553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.0941918011122, tolerance: 575.6062412001505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.5990444145318, tolerance: 575.88338057349 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.1029260264677, tolerance: 576.1705370769325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.588449459563, tolerance: 576.4684325696928 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.0622718955401, tolerance: 576.7588737338245 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.4327534915847, tolerance: 577.0977741432836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.8529670187145, tolerance: 577.4387999554112 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.3353959940723, tolerance: 577.7809040355892 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.8578846493692, tolerance: 578.1213985266724 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.4329678275881, tolerance: 578.4986888239009 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.0778723619151, tolerance: 578.8876374483859 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.7068911455663, tolerance: 579.2653403521292 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.2767298024646, tolerance: 579.6209080884306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.8287931949653, tolerance: 579.9712729755964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.3910463386164, tolerance: 580.3260569404343 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.8899673295982, tolerance: 580.6510254964255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.382091938016, tolerance: 580.9517528172292 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.9068850654294, tolerance: 581.2530586928697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.4295927083022, tolerance: 581.5788019052459 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.9465354786353, tolerance: 581.8904609591185 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.4252206135152, tolerance: 582.2289391697384 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.9145054202763, tolerance: 582.5698919184891 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.4369746111897, tolerance: 582.9212250976638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.017133813657, tolerance: 583.3021035334547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.6061888597669, tolerance: 583.66580028188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.2161279543652, tolerance: 584.0350905823595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.795059588072, tolerance: 584.3933080633509 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.3802778270274, tolerance: 584.7551503298623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.8814385281803, tolerance: 585.0897606785683 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.4905649613593, tolerance: 585.460126206375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.1148045949449, tolerance: 585.8377312672262 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.8224379756793, tolerance: 586.2570033935295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.5435310485882, tolerance: 586.6749999781372 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.3269517310728, tolerance: 587.1138267871776 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.0703712645027, tolerance: 587.5393913491763 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.8419362136101, tolerance: 587.9767966828836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.5354015289122, tolerance: 588.4014827176452 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.2775512517983, tolerance: 588.8381296015226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.0136578292859, tolerance: 589.2755865707381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.7313820246891, tolerance: 589.7087059093707 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.3841059737351, tolerance: 590.1269680703227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.0994680215754, tolerance: 590.5584143095234 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.686792700988, tolerance: 590.9582942887623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.1193257488703, tolerance: 591.310512351791 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.6967222458643, tolerance: 591.6840778581815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.2951541011898, tolerance: 592.0549824997644 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.943834542797, tolerance: 592.459780405552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.5762210155826, tolerance: 592.8675304126199 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.2106219659399, tolerance: 593.2853224230038 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.8456488235861, tolerance: 593.6733076429678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.4860583727768, tolerance: 594.0645605276003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.1439924780552, tolerance: 594.4686990220988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.827834646354, tolerance: 594.8969826291602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.5284567782128, tolerance: 595.3355535780461 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.2140279316009, tolerance: 595.7578721110135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.8893990599045, tolerance: 596.171032044658 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.623109584636, tolerance: 596.6168403426478 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.3659060044865, tolerance: 597.0645359302667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.1445844001082, tolerance: 597.5294028784773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.9032747821857, tolerance: 597.9855979768466 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.6331850522911, tolerance: 598.4299983583252 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.3573244734162, tolerance: 598.8744150531811 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.1010978940903, tolerance: 599.3262109291431 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.7562694936823, tolerance: 599.7446526248718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.4674544722293, tolerance: 600.1801002997744 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.2486655952562, tolerance: 600.6533011501298 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.0409262040084, tolerance: 601.1283050497442 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.7847227016027, tolerance: 601.580313251379 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.6151728639452, tolerance: 602.0709087833937 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.5137121074149, tolerance: 602.5814648946798 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.4711979156637, tolerance: 603.1088853619917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.4299343875027, tolerance: 603.6389298114194 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.3748464202272, tolerance: 604.1688347754663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.1347487156036, tolerance: 604.6641009413121 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.9952254842265, tolerance: 605.1821523108683 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.7863691865714, tolerance: 605.6847822140489 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.5628797972968, tolerance: 606.1793724697591 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.3392379051184, tolerance: 606.6680837359006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.1553763119464, tolerance: 607.1642441156363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.9108019945779, tolerance: 607.6385448902727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.6774020982848, tolerance: 608.1096961316181 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.4595737842246, tolerance: 608.5849879830205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.2667035514205, tolerance: 609.0781048011825 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.0637155473123, tolerance: 609.5636780591507 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.8898248686037, tolerance: 610.0795436618859 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.7396740400018, tolerance: 610.6033477336682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.5863489330295, tolerance: 611.1169328450801 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.4127006634826, tolerance: 611.6186996925295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.2310103184045, tolerance: 612.116658670789 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.0996007825743, tolerance: 612.6402097328347 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.9546557600497, tolerance: 613.1574204844884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.8096655374793, tolerance: 613.6753586227294 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.6363292684873, tolerance: 614.177168460612 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.4434702968338, tolerance: 614.6667387132125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.2686916001494, tolerance: 615.1663059607578 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.1096414961085, tolerance: 615.6812663157472 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.9792092476491, tolerance: 616.2294757706779 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.8712720390795, tolerance: 616.7876554043438 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.805537598093, tolerance: 617.3599712199302 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.8112071016767, tolerance: 617.9527409501136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.8634530622094, tolerance: 618.5550940497102 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.9665624066238, tolerance: 619.1727513513762 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.9961220312834, tolerance: 619.7741662583222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.1338644247317, tolerance: 620.4068377690695 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.2043556691588, tolerance: 621.0288896742866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.284631792294, tolerance: 621.6566274511571 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.2410081504659, tolerance: 622.2589529293018 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.4002842785321, tolerance: 622.908577139335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.5144841089095, tolerance: 623.5520817797292 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.714014029556, tolerance: 624.219867097098 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.9831923137135, tolerance: 624.911880317409 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.082194840812, tolerance: 625.56565931497 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.1717326327653, tolerance: 626.2229910478364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.3185786491485, tolerance: 626.8959704930828 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.511804210033, tolerance: 627.5847796351682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.8018439734515, tolerance: 628.303943925487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.0584935187253, tolerance: 629.0180106841457 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.303402603251, tolerance: 629.7342581843484 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.4685350167038, tolerance: 630.4336627656882 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.5804947927008, tolerance: 631.1210615227308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.7322348103316, tolerance: 631.8192660512481 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.8102808821932, tolerance: 632.4922860761657 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.9214305217683, tolerance: 633.1702253170655 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.0254354426561, tolerance: 633.8407624092094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.0915759802883, tolerance: 634.4903292871137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.1735375859917, tolerance: 635.1421459604587 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.2877201872052, tolerance: 635.8147841933157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.4402219169369, tolerance: 636.5222951873964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.6095025748091, tolerance: 637.2409355015371 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.7732055387132, tolerance: 637.9470668227101 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.9184342524986, tolerance: 638.6359788434928 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.0045695727531, tolerance: 639.2907837028582 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.0999531363468, tolerance: 639.9480091527718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.2310394853284, tolerance: 640.6284486943537 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.3626621231215, tolerance: 641.315987602192 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.4925446397592, tolerance: 642.0101618829545 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.6002423622449, tolerance: 642.6702594131477 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.6946024995959, tolerance: 643.3074764454543 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.7919752632861, tolerance: 643.9520514999555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.8886064420058, tolerance: 644.6101763594287 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.979141139007, tolerance: 645.3036352120816 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.068639691699, tolerance: 646.0084504602859 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.1881236621593, tolerance: 646.7400265526632 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.3872134562771, tolerance: 647.5063682242367 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.6472129047797, tolerance: 648.272335186927 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9282217313921, tolerance: 649.0361786360029 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.2751833736784, tolerance: 649.8264399817888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6428725792157, tolerance: 650.6246935536326 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.9770278851756, tolerance: 651.4152532953308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.29452443622, tolerance: 652.2027649143528 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.4927444705918, tolerance: 652.955849090765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5358954693147, tolerance: 653.6612691402879 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.6808796939549, tolerance: 654.3827205302518 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.8949859510376, tolerance: 655.1210683951165 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.1454830340044, tolerance: 655.8765060973623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3368604655625, tolerance: 656.5967086009138 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.5659996385257, tolerance: 657.3489797851555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.7809888873617, tolerance: 658.0851839946622 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9837497843764, tolerance: 658.812984321844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.2107404129601, tolerance: 659.5582720299917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.3786831209964, tolerance: 660.2594937617257 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.547581521836, tolerance: 660.9593616041021 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7257953278659, tolerance: 661.6682780666943 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.8867371524157, tolerance: 662.3483477682739 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.0436770360539, tolerance: 663.022645651372 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.1812257399743, tolerance: 663.7111294148228 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2753385827291, tolerance: 664.4755969153997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.415965863458, tolerance: 665.2358499282037 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.584983793402, tolerance: 665.9929443102757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7971994931158, tolerance: 666.7610181818352 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0626064778044, tolerance: 667.5465170381635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2689448959427, tolerance: 668.2805727085158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4202606749113, tolerance: 668.9714010479809 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5556341434767, tolerance: 669.6214474679807 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.724052933625, tolerance: 670.2629686305887 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9022124550884, tolerance: 670.9038428747117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 801.0066884832577, tolerance: 671.567646485795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802.130339424908, tolerance: 672.197347549305 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803.198870757722, tolerance: 672.8334077743699 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 804.3385462530387, tolerance: 673.4291322436841 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 805.4132968004415, tolerance: 674.0394545178391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 806.4188291572991, tolerance: 674.6718434798324 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 807.3985945805525, tolerance: 675.3040683979962 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 808.3591485100933, tolerance: 675.9460255884379 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 809.2720236257646, tolerance: 676.6127261583986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 810.2653332048503, tolerance: 677.2745274944739 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 811.2666900961467, tolerance: 677.9670925502962 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 812.3333472230643, tolerance: 678.6308258515381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 813.4123784392032, tolerance: 679.3014105281859 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 814.5027321753241, tolerance: 679.9777292478606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 815.585791020032, tolerance: 680.6283013957511 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 816.6564127410329, tolerance: 681.2544206434505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 817.7243244099591, tolerance: 681.8739072185017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 818.7763949018081, tolerance: 682.5138623180753 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 819.8152933218025, tolerance: 683.1554124913629 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 820.8324927147696, tolerance: 683.802092809096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821.8232405306935, tolerance: 684.4782026434915 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822.8567478558434, tolerance: 685.1513452180271 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 823.9262430301642, tolerance: 685.837005405221 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 825.0589766096946, tolerance: 686.571174973949 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 826.2531770677542, tolerance: 687.3063545062157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 827.4676279942669, tolerance: 688.0380897705857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 828.6387669342166, tolerance: 688.7551686130269 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 829.7149738276585, tolerance: 689.4478859935808 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 830.7474773907434, tolerance: 690.1291535059854 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 831.8384268529062, tolerance: 690.819352638096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 832.9048597235487, tolerance: 691.4933532976975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 834.0479496092485, tolerance: 692.1982277719392 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 835.2255415951677, tolerance: 692.9261072977773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 836.4586094291044, tolerance: 693.6816982261563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 837.6757123230127, tolerance: 694.4227360162375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 838.9484621161664, tolerance: 695.187002422043 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 840.2079828074129, tolerance: 695.9467073227273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 841.4863430828027, tolerance: 696.7160076552278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 842.6545012227944, tolerance: 697.456614707987 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 843.8053657587479, tolerance: 698.1896494712465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844.9190558362479, tolerance: 698.909371598914 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 845.9996871659005, tolerance: 699.6093643568373 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 847.100609114932, tolerance: 700.3048332200765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 848.2346489349002, tolerance: 701.0078146296719 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849.3956866581848, tolerance: 701.7354760168471 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850.5908764350934, tolerance: 702.5069201390841 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851.8161809941266, tolerance: 703.2873250349065 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853.1226536843569, tolerance: 704.100550275368 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 854.3766846139843, tolerance: 704.8724446445236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 855.5845313849368, tolerance: 705.6315426730802 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 856.7945418537565, tolerance: 706.3948066244852 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 858.00755612787, tolerance: 707.1576991501877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 859.2504319748969, tolerance: 707.9303825561229 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 860.4054338163878, tolerance: 708.6575012197013 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 861.5445552649435, tolerance: 709.3661339950883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 862.7033096579598, tolerance: 710.0787985615447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863.8544689659648, tolerance: 710.7739984968597 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 865.0090431914068, tolerance: 711.4696864737266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 866.142734884379, tolerance: 712.1732237778521 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 867.2820719603587, tolerance: 712.8584170076243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 868.4220260132206, tolerance: 713.5345246164899 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 869.582283729038, tolerance: 714.1865044246681 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 870.7187614068644, tolerance: 714.8412259638152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 871.8281154609831, tolerance: 715.4975599216642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 872.8603215854528, tolerance: 716.1729797020527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 873.9379338580511, tolerance: 716.8255760877661 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 875.0357763455286, tolerance: 717.4617914674284 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 876.1384336572173, tolerance: 718.089417966547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 877.2246771207247, tolerance: 718.7145088356771 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 878.2038868623968, tolerance: 719.3748662775419 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 879.1512364095161, tolerance: 720.0422229468368 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 880.0408659133354, tolerance: 720.7404713883152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 880.9927981297933, tolerance: 721.4433944172144 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 882.0425788784923, tolerance: 722.1258323432378 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 883.1190695775476, tolerance: 722.8200401574609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 884.2117397206821, tolerance: 723.5149028198102 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 885.3072351763076, tolerance: 724.1923596432162 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 886.4027118455142, tolerance: 724.8855346447212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 887.5011838304254, tolerance: 725.5917458735005 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 888.6113316656047, tolerance: 726.2997937361612 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 889.7299004632496, tolerance: 727.0113659701565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 890.8397276720534, tolerance: 727.7120010265127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 891.9869039180012, tolerance: 728.4355744254988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 893.0880196944108, tolerance: 729.1335056837182 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 894.1922465309599, tolerance: 729.8327621747242 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 895.2630484938709, tolerance: 730.5143921570101 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 896.3483371282891, tolerance: 731.2011401399172 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 897.4269247930133, tolerance: 731.8829147885588 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898.5149594407085, tolerance: 732.5717985811086 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 899.5890902765132, tolerance: 733.2487722736905 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 900.6596470523382, tolerance: 733.9235994697809 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 901.7355484321561, tolerance: 734.6071528251011 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 902.8027691247189, tolerance: 735.2791711213715 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 903.8552771739287, tolerance: 735.9250456464273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 904.9076174671445, tolerance: 736.544196218644 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 905.9568033505238, tolerance: 737.1747271818864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 906.9965521896429, tolerance: 737.8039856174431 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 908.0219561143622, tolerance: 738.4280169777401 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 908.9672825670405, tolerance: 739.0767735735755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 909.914638623728, tolerance: 739.7248808119447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 910.897197646771, tolerance: 740.3678412376908 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 911.84789337867, tolerance: 741.0355661149952 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 912.8229261270371, tolerance: 741.7126306174381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 913.8450012479825, tolerance: 742.3816470486238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 914.877321998687, tolerance: 743.051637359832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 915.9179893467572, tolerance: 743.7069682526052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 916.9727662661753, tolerance: 744.4072355465931 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 918.0655520604778, tolerance: 745.1417039151811 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 919.207144402495, tolerance: 745.8840607116074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 920.3745468218494, tolerance: 746.6196949165625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 921.5098178059125, tolerance: 747.3389381200183 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 922.6174889503491, tolerance: 748.0554558495219 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 923.7132041321056, tolerance: 748.7709441205948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 924.774956141362, tolerance: 749.4739554173505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 925.8635550982526, tolerance: 750.1794717945346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 926.9893001274504, tolerance: 750.8957673647028 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 928.102409248897, tolerance: 751.607148986252 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 929.1948876241077, tolerance: 752.3097731499856 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 930.2587136799284, tolerance: 752.9983748774647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 931.2804481998992, tolerance: 753.6647449808938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 932.3465772046129, tolerance: 754.3485251262694 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 933.3929950528964, tolerance: 755.0140628575643 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 934.4365811908829, tolerance: 755.669678863125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 935.4790104592103, tolerance: 756.3202790163357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 936.5231534097929, tolerance: 756.9535694224807 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 937.5569209471869, tolerance: 757.5953202926376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 938.589244523193, tolerance: 758.2262195448537 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 939.5868422504154, tolerance: 758.866843369546 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 940.6555669054324, tolerance: 759.4686922341878 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 941.8134294087977, tolerance: 760.0272869272363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 942.9107203730164, tolerance: 760.5956462965999 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 944.1210555524631, tolerance: 761.1211288480944 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 945.2801360921658, tolerance: 761.6402626901604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 946.252863029833, tolerance: 762.1720200913136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 947.2451908123767, tolerance: 762.6841388559266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 948.0318253994828, tolerance: 763.2201567397179 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 948.8010648343861, tolerance: 763.7507804831524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 949.5901539442293, tolerance: 764.279522473421 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 950.4243385015998, tolerance: 764.8024741654053 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 951.3237830124672, tolerance: 765.3095070565004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 952.2284200663962, tolerance: 765.811722829602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 953.0917351919925, tolerance: 766.3135271227173 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 953.7227871690939, tolerance: 766.8618512842405 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 954.274703535446, tolerance: 767.4368606260088 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 955.0400538564427, tolerance: 767.9747342726139 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 955.8307726065268, tolerance: 768.51599613171 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 956.6241663935143, tolerance: 769.073871579209 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 957.448871141447, tolerance: 769.64739731817 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 958.3042242987322, tolerance: 770.20051551672 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 959.1610646519875, tolerance: 770.7293724584465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 960.0166056801645, tolerance: 771.233946921295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 960.8585715846475, tolerance: 771.7472377356268 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 961.6952935277568, tolerance: 772.2484345357082 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 962.476657265579, tolerance: 772.7780707019756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 963.2355555108443, tolerance: 773.3139945427728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 964.0035872908247, tolerance: 773.849635696317 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 964.7918955633086, tolerance: 774.3945477225908 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 965.6065235228962, tolerance: 774.9671221424227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 966.4454128563666, tolerance: 775.5172278589988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 967.312222217648, tolerance: 776.0833277801911 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 968.1775507035527, tolerance: 776.6462787629599 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 968.9734208678237, tolerance: 777.1799183983113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 969.7794676995327, tolerance: 777.715908474267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 970.591090391179, tolerance: 778.2489843524867 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 971.4188598231558, tolerance: 778.7911622483526 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 972.2857184833556, tolerance: 779.3718551752933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 973.1523963707168, tolerance: 779.9469278887572 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 974.0236727003921, tolerance: 780.5167101716751 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 974.8621488545341, tolerance: 781.0683790293148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 975.6860245909756, tolerance: 781.6151654451731 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 976.5052951241396, tolerance: 782.160039912334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 977.2752943740597, tolerance: 782.6685001431184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 978.0823514977983, tolerance: 783.1831244260002 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 978.8914802905128, tolerance: 783.6971878062204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 979.6904954863949, tolerance: 784.2171597924744 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 980.4877753875371, tolerance: 784.7245309492689 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 981.2236790624811, tolerance: 785.2714026395194 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 981.9988741756642, tolerance: 785.811942531978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 982.7891541336103, tolerance: 786.3672958976925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 983.6101327410906, tolerance: 786.9322365399277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 984.4392415369657, tolerance: 787.4810665188907 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 985.2751501884832, tolerance: 788.0315365326329 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 986.0856590377462, tolerance: 788.5639159348656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 986.921240143809, tolerance: 789.1148510803357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 987.765113894884, tolerance: 789.6742884409613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 988.6296962387714, tolerance: 790.2585341642898 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 989.5014121240638, tolerance: 790.8363819791117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 990.3834275605332, tolerance: 791.4165180163589 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 991.327086005911, tolerance: 792.0215981479176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 992.2872469737922, tolerance: 792.6299517867758 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 993.2081562071035, tolerance: 793.227282826161 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 994.0121712973232, tolerance: 793.7925994523613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 994.8437104729364, tolerance: 794.3631983207976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 995.7306828541259, tolerance: 794.9496229267396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 996.6047659573378, tolerance: 795.5296375619822 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 997.4802703541172, tolerance: 796.1078313610794 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 998.3111649835901, tolerance: 796.6631474030934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 999.1153641500714, tolerance: 797.2036687348416 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 999.9425479917354, tolerance: 797.7514288771889 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1000.7754506945421, tolerance: 798.2989024891646 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1001.5955002068695, tolerance: 798.8254296272453 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1002.4184638363695, tolerance: 799.3404231884523 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1003.2514257244329, tolerance: 799.8403292825302 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1004.0964809113193, tolerance: 800.3281638905418 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1004.9505104710261, tolerance: 800.8057327935209 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1005.8542332480301, tolerance: 801.2570177414375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1006.6972786440147, tolerance: 801.7134426494815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1007.5658509875266, tolerance: 802.1519616619597 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1008.368161363047, tolerance: 802.5911648561577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1009.0980081426424, tolerance: 803.0329113957343 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1009.5774241318941, tolerance: 803.5110207078158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1010.0200089899317, tolerance: 804.0043391831222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1010.5745133304899, tolerance: 804.4878897774674 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1011.1199713017086, tolerance: 804.9904138661897 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1011.7668489417265, tolerance: 805.4915361161334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1012.4740290766713, tolerance: 805.9960768822688 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1013.2458426392132, tolerance: 806.4709659741048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1014.0237116127482, tolerance: 806.9338224428607 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1014.790511176905, tolerance: 807.395746210826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1015.5778380423762, tolerance: 807.8342086848136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1016.3807037836959, tolerance: 808.2547379502432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1017.0352830978081, tolerance: 808.7109013708491 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1017.6343350400257, tolerance: 809.1789119521978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1018.1541023363625, tolerance: 809.6778072757168 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1018.7474885947449, tolerance: 810.1719267528042 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1019.4144311636883, tolerance: 810.6652192090557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1020.1336409026644, tolerance: 811.1515294702473 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1020.8366190278994, tolerance: 811.6203057828067 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1021.5137282813575, tolerance: 812.0744290455492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1022.2177776519984, tolerance: 812.5447519816075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1022.9226827666625, tolerance: 813.019630440766 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1023.623635013977, tolerance: 813.4946648965363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1024.3247483085433, tolerance: 813.9764956044149 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1025.0218373719254, tolerance: 814.4452458492705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1025.7117921619774, tolerance: 814.9067861141353 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1026.4166304824757, tolerance: 815.3835504340973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1027.1152254632325, tolerance: 815.8537274247647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1027.7875342904208, tolerance: 816.2923814769048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1028.472103999744, tolerance: 816.7239340081057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1029.1532510703455, tolerance: 817.1666158405487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1029.8191807246894, tolerance: 817.6188172050715 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1030.4556359243288, tolerance: 818.0814539382014 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1031.1059240950526, tolerance: 818.5307412119505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1031.7793843716754, tolerance: 818.9662161585904 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1032.460851967171, tolerance: 819.3908284563215 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1033.1430708083171, tolerance: 819.8075518396716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1033.8356007021412, tolerance: 820.209711710314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1034.4838925697914, tolerance: 820.6246799848009 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1035.0618831906468, tolerance: 821.0558015913089 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1035.5939153677682, tolerance: 821.5015117126745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1036.1855514216095, tolerance: 821.9338599625964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1036.7778924119903, tolerance: 822.3723012624864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1037.3349412883163, tolerance: 822.8570842635704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1037.972886204474, tolerance: 823.3977116252364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1038.8915220697836, tolerance: 824.0042076316884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1040.0739669584036, tolerance: 824.6144506410778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1041.3559871907637, tolerance: 825.2264161646276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1042.4337259060667, tolerance: 825.8231485938536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1043.8779191230187, tolerance: 826.479710543983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1045.150990368169, tolerance: 827.1341647937372 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1046.344911012393, tolerance: 827.788616385664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1047.3356644370087, tolerance: 828.4266673674725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1048.0647367032598, tolerance: 829.0389450120799 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1048.9001661374368, tolerance: 829.6663403345822 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1049.8293305192674, tolerance: 830.299452097087 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1050.8834166158194, tolerance: 830.945197541036 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1052.2591116523508, tolerance: 831.638054394888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1053.4790602185567, tolerance: 832.3179803776052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1054.633585180798, tolerance: 832.9987253975659 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1055.7719173677942, tolerance: 833.6857492196143 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1056.7429292586367, tolerance: 834.3549808559228 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1057.7903305489872, tolerance: 835.0398405847517 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1058.811299828887, tolerance: 835.7194083025306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1059.7857333225802, tolerance: 836.3907526105833 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1060.775581633152, tolerance: 837.0632397696206 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1061.633405201208, tolerance: 837.7063661530372 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1062.4778931716264, tolerance: 838.3399047163134 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1063.4495684936446, tolerance: 838.9951152787643 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1064.368045163923, tolerance: 839.6296074588338 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1065.3005980238304, tolerance: 840.2621898068118 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1066.2478530977078, tolerance: 840.8976390976137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1067.1998734076533, tolerance: 841.536600657589 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1068.1976405014393, tolerance: 842.2285728508795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1069.2114423678668, tolerance: 842.9344147031838 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1070.254322365874, tolerance: 843.6415925476922 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1071.2818534861872, tolerance: 844.328227108226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1072.2812227864379, tolerance: 845.0029759344307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1073.292019157645, tolerance: 845.6862894871483 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1074.2398534569766, tolerance: 846.3400029352921 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1075.1956270636801, tolerance: 846.9872627209263 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1076.1713645310683, tolerance: 847.6398418046275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1077.1560113636988, tolerance: 848.3029625330463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1078.1455110726438, tolerance: 848.9770364689554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1079.1229495822117, tolerance: 849.6368968614781 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1080.089270934206, tolerance: 850.2727709841447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1081.048781835385, tolerance: 850.8921684978847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1082.006921822578, tolerance: 851.4934454661595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1082.9610767841586, tolerance: 852.1020377499991 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1083.9021784573779, tolerance: 852.7067397156652 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1084.8316494644696, tolerance: 853.3027687129015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1085.7518388119915, tolerance: 853.8915684902769 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1086.6434125015148, tolerance: 854.486991827714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1087.514017714033, tolerance: 855.0926492698367 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1088.348804111556, tolerance: 855.7201379472124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1089.1701092734238, tolerance: 856.3729082569891 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1090.057263769375, tolerance: 857.0096192196705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1090.9752497495228, tolerance: 857.6360004171025 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1091.9099142838022, tolerance: 858.3264638222563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1092.9018335492547, tolerance: 859.014430646459 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1093.9020606592821, tolerance: 859.6923102660634 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1094.8974495203456, tolerance: 860.3655827449978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1095.895772337606, tolerance: 861.040493279277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1096.851868697151, tolerance: 861.7006941523871 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1097.7800008753456, tolerance: 862.3442618132494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1098.7057123344548, tolerance: 862.9795138643841 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1099.6898189428666, tolerance: 863.647863107037 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1100.6552465686345, tolerance: 864.303841321203 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1101.648533747657, tolerance: 864.9825257479623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1102.6450616323436, tolerance: 865.6598882070391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1103.680115130901, tolerance: 866.3563069226255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1104.7937156580847, tolerance: 867.0834245510757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1105.8582306093667, tolerance: 867.7893713034694 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1106.887115487776, tolerance: 868.4869335808123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1107.847450044561, tolerance: 869.1664019033109 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1108.7920974652789, tolerance: 869.8417507338974 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1109.6764288657396, tolerance: 870.4942828596304 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1110.60901473601, tolerance: 871.1469756239021 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1111.5590015394191, tolerance: 871.7978912616376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1112.4845827756926, tolerance: 872.4200874886266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1113.4173458071946, tolerance: 873.0262999804361 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1114.3524434651627, tolerance: 873.6494505427188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1115.2749516305867, tolerance: 874.2776659761578 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1116.1400922030061, tolerance: 874.944502055399 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1117.0393538511453, tolerance: 875.5889892673234 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1117.9415395054275, tolerance: 876.2452499272837 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1118.8824595850638, tolerance: 876.8809360839323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1119.8294257549296, tolerance: 877.4988905624322 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1120.7765595440815, tolerance: 878.1115148998924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1121.723026726937, tolerance: 878.7121498415191 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1122.64772019462, tolerance: 879.3213452050878 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1123.5806694843777, tolerance: 879.9105756159958 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1124.4723086232443, tolerance: 880.5098335358857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1125.3667403177078, tolerance: 881.10122776278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1126.2287710754536, tolerance: 881.7012728111396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1127.0829995274453, tolerance: 882.3048920904838 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1127.9471136498942, tolerance: 882.90154500587 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1128.8390772791645, tolerance: 883.4854512666179 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1129.6962219042907, tolerance: 884.0827362836384 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1130.5343422030655, tolerance: 884.6941752043568 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1131.2821667073931, tolerance: 885.3778490152557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1132.1462445455181, tolerance: 886.0457361991188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1133.0705460026402, tolerance: 886.7007717731078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1133.9998235146886, tolerance: 887.3416403065702 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1134.9656519546133, tolerance: 888.0025158271778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1135.9106126173228, tolerance: 888.6585216354398 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1136.8322080641246, tolerance: 889.3027554685672 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1137.778479692668, tolerance: 889.9550407907498 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1138.7598672774657, tolerance: 890.6230873013294 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1139.6633565006923, tolerance: 891.2607547011961 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1140.5463410837183, tolerance: 891.885553835791 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1141.4160993364276, tolerance: 892.4962097347388 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1142.311246714, tolerance: 893.1154962984639 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1143.2063005357413, tolerance: 893.7307015502122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1144.107297397566, tolerance: 894.3645597432835 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1145.02626745811, tolerance: 895.0490703150451 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1145.9873275253685, tolerance: 895.726809737422 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1147.0569080513342, tolerance: 896.4478579648886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1148.189851582525, tolerance: 897.17383049268 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1149.3570723785215, tolerance: 897.9061119551662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1150.4595646173366, tolerance: 898.6303617637568 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1151.5857312905518, tolerance: 899.3645074362726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1153.0136861179308, tolerance: 900.1669908135152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1154.421856831248, tolerance: 900.9737599469979 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1155.9475930997487, tolerance: 901.8133491657995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1157.3488216741607, tolerance: 902.6419551663405 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1158.7380274914012, tolerance: 903.4820463724147 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1160.0429508022316, tolerance: 904.3228460597732 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1161.4983567774325, tolerance: 905.1963918431849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1162.91276647833, tolerance: 906.0736507233667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1164.3116028267505, tolerance: 906.9551933592463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1165.5668310427845, tolerance: 907.8178432710532 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1166.971587883414, tolerance: 908.7125200406239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1168.357888951401, tolerance: 909.6118998142325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1169.7033866689417, tolerance: 910.5076468003454 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1171.1549020192415, tolerance: 911.4296718687004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1172.605014578321, tolerance: 912.3585868793225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1173.871388288644, tolerance: 913.255176562054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1175.1405705512643, tolerance: 914.152491633819 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1176.628002590338, tolerance: 915.1032111063732 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1178.0115704517793, tolerance: 916.0354564275938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1179.3281374909438, tolerance: 916.9518983710889 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1180.631376479978, tolerance: 917.8629525909007 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1181.9193717376857, tolerance: 918.7709208818596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1183.1448301161472, tolerance: 919.6598996635634 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1184.3575466683778, tolerance: 920.5330792306448 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1185.5892325613459, tolerance: 921.403615671661 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1186.9020439694905, tolerance: 922.310508199439 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1188.196450928448, tolerance: 923.2084385377249 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1189.5007600581612, tolerance: 924.1150747546153 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1190.856492148925, tolerance: 925.0609393763821 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1192.1852699882802, tolerance: 925.9839538867437 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1193.51821532145, tolerance: 926.9100093833966 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1194.7998143042078, tolerance: 927.805682350567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1196.0486086837009, tolerance: 928.6796903899551 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1197.294128835385, tolerance: 929.5458352201705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1198.5456461520116, tolerance: 930.4060067119456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1199.807144141958, tolerance: 931.2821766843005 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1201.0510685032987, tolerance: 932.1308321659316 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1202.2865000470665, tolerance: 932.9728431688583 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1203.5160408829906, tolerance: 933.790781265837 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1204.734183500439, tolerance: 934.6148597334279 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1205.9220191284512, tolerance: 935.4877277270593 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1207.1106784671374, tolerance: 936.3518082146957 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1208.3044054393758, tolerance: 937.2207018522196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1209.5114554693591, tolerance: 938.0836125622006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1210.7325586196166, tolerance: 938.9265499026515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1211.9569199484904, tolerance: 939.7777457414504 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1213.1801626444903, tolerance: 940.6493331446993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1214.4052609945138, tolerance: 941.5207059241102 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1215.6379806366149, tolerance: 942.4128957364844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1216.8873924277777, tolerance: 943.3164245911531 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1218.144093726105, tolerance: 944.2057202829279 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1219.3754333389825, tolerance: 945.0682217911216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1220.6037920170038, tolerance: 945.9290259852237 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1221.8111149787728, tolerance: 946.7711658726305 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1223.024330106371, tolerance: 947.616404997631 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1224.2454274206466, tolerance: 948.4838270378434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1225.4663486007012, tolerance: 949.3654352943827 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1226.6965243256382, tolerance: 950.2534101727307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1227.9398145550422, tolerance: 951.148341563445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1229.202775031299, tolerance: 952.0483573957622 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1230.4865087371963, tolerance: 952.9572806793993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1231.7468630278436, tolerance: 953.8500373968909 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1233.0142133043628, tolerance: 954.7476833596589 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1234.2661295350335, tolerance: 955.6373578581225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1235.556021646542, tolerance: 956.5492091333539 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1236.8568769764806, tolerance: 957.468106584373 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1238.1950941591404, tolerance: 958.4093420296591 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1239.488894115797, tolerance: 959.3262526468376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1240.7213484938711, tolerance: 960.21349978705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1241.926114902677, tolerance: 961.0855247419585 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1243.0986793837237, tolerance: 961.9302859738092 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1244.3080343834172, tolerance: 962.7866431834702 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1245.5362274060317, tolerance: 963.662704595599 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1246.7546050285146, tolerance: 964.5368673799737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1247.9732956625448, tolerance: 965.4252705510219 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1249.1948346593927, tolerance: 966.3108190105543 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1250.44072062761, tolerance: 967.2207816500718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1251.7410752538399, tolerance: 968.1760946730391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1253.0786056345423, tolerance: 969.1376339383025 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1254.4121672347173, tolerance: 970.0844820649687 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1255.7722812765933, tolerance: 971.0441794459381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1257.179538154851, tolerance: 972.0257070669273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1258.6701732829606, tolerance: 973.0421705877176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1260.278968556533, tolerance: 974.1052824990016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1261.8721652738514, tolerance: 975.1664849966253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1263.3680369026224, tolerance: 976.2052969196577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1264.762249059624, tolerance: 977.224381122502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1266.1877661669714, tolerance: 978.2571914493753 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1267.5716633327993, tolerance: 979.2810290393954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1268.9619347856296, tolerance: 980.3009769041278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1270.373322776928, tolerance: 981.3220892009294 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1271.8961805776216, tolerance: 982.3796467851861 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1273.3928808403562, tolerance: 983.432221096124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1274.9232106664094, tolerance: 984.4993601935197 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1276.4472797197632, tolerance: 985.5687184956346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1278.0112500602863, tolerance: 986.656506229141 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1279.4666503281696, tolerance: 987.7154373158297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1280.9095400117421, tolerance: 988.7706140658232 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1282.3216654816297, tolerance: 989.815900575118 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1283.6603729414765, tolerance: 990.8319008910237 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1284.9109289547614, tolerance: 991.802217514498 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1286.2907798136694, tolerance: 992.8074743613903 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1287.6633830317587, tolerance: 993.8010898525125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1289.054047613461, tolerance: 994.8106731288977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1290.4286309944218, tolerance: 995.8057948542935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1291.7994496244683, tolerance: 996.8026688437192 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1293.1967707339027, tolerance: 997.8576279255689 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1294.6039782596363, tolerance: 998.9029024504299 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1296.0326018147844, tolerance: 999.9600184839361 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1297.476991604808, tolerance: 1001.023465301995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1298.960123302857, tolerance: 1002.1109155892142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1300.475791132987, tolerance: 1003.2110672963266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1302.0128015378214, tolerance: 1004.3231484017339 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1303.5354851291104, tolerance: 1005.4261189314647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1305.0286455952391, tolerance: 1006.5170911259462 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1306.565556231557, tolerance: 1007.6302596520966 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1308.0682275438921, tolerance: 1008.7307434276795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1309.5276830868152, tolerance: 1009.812576455364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1311.0509344090242, tolerance: 1010.9217733763053 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1312.595295713545, tolerance: 1012.0427362993333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1314.1506176753592, tolerance: 1013.1708476382843 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1315.6773031955236, tolerance: 1014.2866103301159 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1317.287892826509, tolerance: 1015.4447448718965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1318.9421635220187, tolerance: 1016.6226962365969 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1320.5202370624538, tolerance: 1017.7729593099738 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1322.1323271824203, tolerance: 1018.939082679363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1323.6877312188699, tolerance: 1020.088139596366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1325.1184614582635, tolerance: 1021.1986574125834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1326.5173930072524, tolerance: 1022.2885583307492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1327.9807747917712, tolerance: 1023.3882369085784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1329.471955649693, tolerance: 1024.4947884644782 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1330.8883948313342, tolerance: 1025.5429573029091 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1332.3358086828994, tolerance: 1026.597637182852 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1333.7930550847595, tolerance: 1027.672488586669 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1335.2523467975134, tolerance: 1028.7718899255858 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1336.7064502276407, tolerance: 1029.8578540442552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1338.153357538793, tolerance: 1030.9257068016454 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1339.6023499322037, tolerance: 1031.9384378392924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1341.0503838495533, tolerance: 1032.9458977016411 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1342.4798474747313, tolerance: 1033.9787635210278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1343.8977004475528, tolerance: 1034.9986147264315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1345.304384458639, tolerance: 1036.0043314803142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1346.6916168984772, tolerance: 1037.0031966634867 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1348.0672550591771, tolerance: 1038.004018334494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1349.4415963704578, tolerance: 1039.0015978523954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1350.8277102977554, tolerance: 1039.975901734088 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1352.1835197606724, tolerance: 1040.9555029810217 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1353.4772099612746, tolerance: 1041.96880013971 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1354.7503332457036, tolerance: 1043.003706679274 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1356.089173337814, tolerance: 1044.0020691914492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1357.4314017992947, tolerance: 1044.996396295388 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1358.7778791216388, tolerance: 1045.993275144333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1360.1200189816973, tolerance: 1047.005746660802 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1361.4553383955536, tolerance: 1048.0327133575627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1362.7878469485368, tolerance: 1049.061457692539 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1364.1348888149423, tolerance: 1050.08387675756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1365.4871161047777, tolerance: 1051.0915413358366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1366.8336732874923, tolerance: 1052.0881507401793 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1368.1751026581733, tolerance: 1053.082522979975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1369.5181572692145, tolerance: 1054.0960895996234 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1370.8572811166414, tolerance: 1055.1096112833334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1372.1838806537526, tolerance: 1056.0958919766877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1373.4945936660224, tolerance: 1057.045147140275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1374.7977285875077, tolerance: 1057.968245029739 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1376.0982376908923, tolerance: 1058.8761942732272 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1377.3874903571977, tolerance: 1059.7833516355743 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1378.6741937459337, tolerance: 1060.6615706261477 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1379.9173749227448, tolerance: 1061.546147609711 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1381.0824978232995, tolerance: 1062.462387726382 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1382.2816555414793, tolerance: 1063.3529367680596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1383.4066129018393, tolerance: 1064.2862342585777 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1384.5936958380262, tolerance: 1065.1871332834628 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1385.8301157448423, tolerance: 1066.0509979225828 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1387.0420916398652, tolerance: 1066.9264014229086 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1388.2205140418464, tolerance: 1067.8164355165832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1389.339581664246, tolerance: 1068.7635538734767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1390.484825118876, tolerance: 1069.6908894107466 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1391.641063089035, tolerance: 1070.623786096216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1392.843551417067, tolerance: 1071.5345689143594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1394.0533180275652, tolerance: 1072.4195504070938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1395.2575649108312, tolerance: 1073.3043174888066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1396.450373489206, tolerance: 1074.2011384986326 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1397.6328485490667, tolerance: 1075.1026724842282 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1398.7945008382449, tolerance: 1076.032692669587 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1399.9603052121656, tolerance: 1077.003227895799 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1401.1790788780727, tolerance: 1077.9678237964238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1402.4655975480928, tolerance: 1078.9698614868958 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1403.7805876075745, tolerance: 1079.965261656195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1405.0747178825332, tolerance: 1080.9480899109265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1406.3537506525117, tolerance: 1081.9290953099312 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1407.6852745773413, tolerance: 1082.9313696586703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1409.0676480294933, tolerance: 1083.9545318514104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1410.4093738424108, tolerance: 1084.9655476921814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1411.6866659133248, tolerance: 1085.9567109957002 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1412.9739329476997, tolerance: 1086.9524180270066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1414.3417623881487, tolerance: 1087.9774318470272 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1415.7502866377035, tolerance: 1089.0192743193961 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1417.1347768652267, tolerance: 1090.0557685360698 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1418.6069620616981, tolerance: 1091.1271165350693 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1420.045965706724, tolerance: 1092.1924181444863 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1421.536014055362, tolerance: 1093.2807032213946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1423.0311595781677, tolerance: 1094.376876064216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1424.4941404063266, tolerance: 1095.4698549744078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1426.0105463086493, tolerance: 1096.5856867996274 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1427.7513824444231, tolerance: 1097.7777132581307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1429.5090210449453, tolerance: 1098.9869814753895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1431.1497385543698, tolerance: 1100.174504174412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1432.896473443192, tolerance: 1101.4048339186318 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1434.5120214521849, tolerance: 1102.6138858673103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1436.1301501568778, tolerance: 1103.8358744823277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1437.7275389342594, tolerance: 1105.0566838816192 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1439.3400650758322, tolerance: 1106.2842791022872 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1441.1036081363727, tolerance: 1107.5657795905986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1442.8444985361803, tolerance: 1108.8494620699514 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1444.4802648082314, tolerance: 1110.1064644011578 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1446.1228060411122, tolerance: 1111.370347666804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1447.8664637490838, tolerance: 1112.6763140167523 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1449.561429088666, tolerance: 1113.9735240669686 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1451.1445925531043, tolerance: 1115.2317687605414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1452.7582027842454, tolerance: 1116.4986980038948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1454.5549282038974, tolerance: 1117.8423075567562 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1456.3108581811339, tolerance: 1119.1774931236635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1458.0085470702543, tolerance: 1120.4918718207587 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1459.7633962678065, tolerance: 1121.8349780079288 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1461.5077402261195, tolerance: 1123.1810068549273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1463.3322127651481, tolerance: 1124.5716229757356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1465.1628887872303, tolerance: 1125.9718254978193 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1467.1273550612805, tolerance: 1127.448675367243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1469.158958324966, tolerance: 1128.9761476981737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1471.1000442684708, tolerance: 1130.4695817601496 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1472.9830685359175, tolerance: 1131.942199900391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1474.8632612242927, tolerance: 1133.4195638461988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1476.7734214187603, tolerance: 1134.919017265528 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1478.5700389146987, tolerance: 1136.3606396116595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1480.311103840837, tolerance: 1137.76778610251 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1482.085312542691, tolerance: 1139.1867172006162 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1483.9470880251756, tolerance: 1140.6523773022755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1485.849064156193, tolerance: 1142.1437021403926 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1487.7694096890955, tolerance: 1143.6493560611227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1489.6186283430088, tolerance: 1145.113466449927 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1491.511697349557, tolerance: 1146.6086037666037 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1493.3883283400082, tolerance: 1148.0977628507144 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1495.3831417075908, tolerance: 1149.664421921912 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1497.1418064946738, tolerance: 1151.0881852038906 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1498.8383917640385, tolerance: 1152.4675724985505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1500.5415211766485, tolerance: 1153.843107815829 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1502.2829172750207, tolerance: 1155.2361939621946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1504.0258489021653, tolerance: 1156.6270577805785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1505.8042831766634, tolerance: 1158.05605370771 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1507.6000981705038, tolerance: 1159.5065416354164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1509.3823561880054, tolerance: 1160.9389143847482 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1511.1439206061968, tolerance: 1162.3494853560944 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1512.8605996282859, tolerance: 1163.7186964851717 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1514.5195933016294, tolerance: 1165.0342915840108 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1516.1973745229006, tolerance: 1166.3670595814328 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1517.9125632310988, tolerance: 1167.7503078101208 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1519.6366781433426, tolerance: 1169.1558936137826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1521.3920715157656, tolerance: 1170.6190990214336 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1523.1683715575364, tolerance: 1172.09358652187 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1524.952289107845, tolerance: 1173.5445024680682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1526.8090096762498, tolerance: 1175.0546821927685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1528.7434479538824, tolerance: 1176.618545097273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1530.6471923204954, tolerance: 1178.1529118775443 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1532.554049979548, tolerance: 1179.6911246601562 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1534.4758553825905, tolerance: 1181.2416426245281 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1536.4349393080665, tolerance: 1182.8190479157215 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1538.459928214772, tolerance: 1184.4385496244938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1540.4630224211378, tolerance: 1186.0495299650345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1542.4588403020225, tolerance: 1187.6613934602137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1544.5113658623286, tolerance: 1189.3093786881402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1546.6624300939384, tolerance: 1191.0181074503691 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1548.920864568041, tolerance: 1192.7974641505914 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1551.0282291689728, tolerance: 1194.5053656911389 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1553.235768108294, tolerance: 1196.2777496092056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1555.5254505055964, tolerance: 1198.114176077462 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1557.775665457455, tolerance: 1199.9425830829132 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1559.9887745490978, tolerance: 1201.7557109901813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1562.2057291652818, tolerance: 1203.57514238129 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1564.5187858208192, tolerance: 1205.4685183346617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1566.8257276473869, tolerance: 1207.3655703451557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1569.0714447150676, tolerance: 1209.2210805819664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1571.274436376396, tolerance: 1211.0479269668847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1573.471116749446, tolerance: 1212.8732549741624 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1575.6936232144453, tolerance: 1214.7195515542921 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1577.9313398798295, tolerance: 1216.5773809579973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1580.204423164998, tolerance: 1218.4623958728225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1582.657277735263, tolerance: 1220.489861959091 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1585.1302327470457, tolerance: 1222.541116913022 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1587.619517079229, tolerance: 1224.610539340216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1590.2245932876594, tolerance: 1226.777248918598 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1592.7519704491715, tolerance: 1228.8884573829075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1595.3122927018376, tolerance: 1231.0315351725392 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1597.8591748453982, tolerance: 1233.1688349504561 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1600.4354104371778, tolerance: 1235.333191614331 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1602.8833264325876, tolerance: 1237.4039166691796 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1605.4050311558694, tolerance: 1239.5318050569726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1607.898868661221, tolerance: 1241.6414289291693 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1610.4869043056042, tolerance: 1243.826147670057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1613.1328957390724, tolerance: 1246.0599823674306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1615.7704515075966, tolerance: 1248.2911917610923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1618.2559326386072, tolerance: 1250.410974189463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1620.7590312352258, tolerance: 1252.5468780078802 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1623.1326841662012, tolerance: 1254.5886348414185 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1625.3631019887725, tolerance: 1256.5233274211553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1627.5989507372778, tolerance: 1258.455889828758 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1630.0223823792949, tolerance: 1260.5263158301718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1632.4516309751543, tolerance: 1262.602870673388 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1634.977370435403, tolerance: 1264.7571669238766 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1637.479595961966, tolerance: 1266.8971768635552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1640.0218972327657, tolerance: 1269.0751683626422 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1642.5709890696726, tolerance: 1271.265940365209 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1645.2832000422095, tolerance: 1273.591097317204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1648.0168843176452, tolerance: 1275.940463438972 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1650.7163774702658, tolerance: 1278.2693894442948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1653.4983221213424, tolerance: 1280.670335296554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1656.178220828704, tolerance: 1282.9993628958694 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1658.822109907378, tolerance: 1285.3074340275116 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1661.4722524882745, tolerance: 1287.6231649011656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1664.1291955749984, tolerance: 1289.9465668995003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1666.812582582219, tolerance: 1292.2935571674022 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1669.3912954938314, tolerance: 1294.5619183316146 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1671.7710207298896, tolerance: 1296.6819464084306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1674.140330014703, tolerance: 1298.7910009398427 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1676.4995987789916, tolerance: 1300.88882177276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1678.976050336565, tolerance: 1303.0721572737941 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1681.4349892340906, tolerance: 1305.2405191991793 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1683.8491995734912, tolerance: 1307.3743426330764 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1686.2984715950915, tolerance: 1309.5384389695269 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1688.7689866171295, tolerance: 1311.723251960551 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1691.222082364793, tolerance: 1313.8995718004014 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1693.6267530883633, tolerance: 1316.0409963589568 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1696.071121190902, tolerance: 1318.2151048193193 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1698.3916773760375, tolerance: 1320.2979665060527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1700.64829988567, tolerance: 1322.3324169685266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1702.923978032466, tolerance: 1324.3789525387672 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1705.3096827438949, tolerance: 1326.509092670522 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1707.6672393071804, tolerance: 1328.6195077642767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1710.1968454367761, tolerance: 1330.867262151878 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1712.7634292681432, tolerance: 1333.1515087968353 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1715.4443962469904, tolerance: 1335.5391231594074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1718.1848434795083, tolerance: 1337.9846124247006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1720.9678757438778, tolerance: 1340.4719177190775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1723.710480754704, tolerance: 1342.9388038315858 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1726.3447081691393, tolerance: 1345.333086704109 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1728.9873172800053, tolerance: 1347.7413654159682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1731.5564748816287, tolerance: 1350.1005989492085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1734.1973236851718, tolerance: 1352.512085435228 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1736.8381459933298, tolerance: 1354.9236204696842 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1739.2362837367837, tolerance: 1357.160532244572 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1741.6242247259415, tolerance: 1359.385562457139 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1744.085141358144, tolerance: 1361.6565378105772 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1746.5614589136076, tolerance: 1363.9378353750046 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1749.2026602424648, tolerance: 1366.3484476047515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1751.8527533740762, tolerance: 1368.7709227707473 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1754.4258472802321, tolerance: 1371.137740917646 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1757.0143510344078, tolerance: 1373.5237270794696 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1759.554021435708, tolerance: 1375.8805078685566 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1762.231067648665, tolerance: 1378.3460261855948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1764.803254754579, tolerance: 1380.7386535543314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1767.4453442138474, tolerance: 1383.1857743305247 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1770.1574361856856, tolerance: 1385.6921095206612 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1772.851023513398, tolerance: 1388.1918396340805 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1775.5687507483108, tolerance: 1390.7182404518355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1778.3300520041848, tolerance: 1393.28360761483 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1781.128248658526, tolerance: 1395.8869440849865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1783.9405096337414, tolerance: 1398.511001562696 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1786.7009565130375, tolerance: 1401.1050431340968 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1789.1083414843124, tolerance: 1403.4551834842127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1791.4182446340164, tolerance: 1405.7299609802735 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1793.8136782567417, tolerance: 1408.0414473195917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1796.2393839344168, tolerance: 1410.3581658135095 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1798.648732319938, tolerance: 1412.6503537502447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1800.9231621739618, tolerance: 1414.8192594934046 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1803.0298435169188, tolerance: 1416.8585830121376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1805.178063206933, tolerance: 1418.9361562361996 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1807.372707346376, tolerance: 1421.0439022310031 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1809.5851580777944, tolerance: 1423.159576635372 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1811.7981086145555, tolerance: 1425.2712616965853 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1814.0817160064162, tolerance: 1427.4391958407325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1816.3732340328497, tolerance: 1429.621068129864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1818.6294412169755, tolerance: 1431.7812094096344 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1820.9602054001389, tolerance: 1434.0080695706408 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1823.1324893253259, tolerance: 1436.1105485497458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1825.2446526914118, tolerance: 1438.1704114563552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1827.433686021679, tolerance: 1440.2887499312296 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1829.604904683063, tolerance: 1442.3929308588386 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1831.7306519816375, tolerance: 1444.4616632537127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1833.9010611167887, tolerance: 1446.5610853216808 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1836.1063486880776, tolerance: 1448.6902517943931 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1838.297610273623, tolerance: 1450.8133748285832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1840.492460498328, tolerance: 1452.9418274942498 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1842.676618032563, tolerance: 1455.0651125232084 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1844.9943912226754, tolerance: 1457.300063231376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1847.3984738615109, tolerance: 1459.6147122390666 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1849.8756834107662, tolerance: 1462.000242063314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1852.3635274203025, tolerance: 1464.4031555095949 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1854.8730901990493, tolerance: 1466.83347989196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1857.3724995480825, tolerance: 1469.2704060753886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1859.8202361561653, tolerance: 1471.679674673072 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1862.3892793516407, tolerance: 1474.190621909069 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1864.9414449450433, tolerance: 1476.6978087682178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1867.503459918731, tolerance: 1479.2208957430403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1869.9604897486533, tolerance: 1481.6683581416737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1872.6130741182642, tolerance: 1484.2751273925135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1875.2690191213587, tolerance: 1486.8961543761502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1877.8957507638788, tolerance: 1489.5016923400124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1880.515793440658, tolerance: 1492.1095215639832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1882.9471381967815, tolerance: 1494.5762738014903 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1885.4356342288775, tolerance: 1497.0916814674754 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1888.076317316909, tolerance: 1499.7268314857038 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1890.5752964819712, tolerance: 1502.2534217170164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1892.98012638603, tolerance: 1504.7059004599062 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1895.3708564388871, tolerance: 1507.143105154652 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1897.73393715376, tolerance: 1509.5607300601455 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1899.6201517839108, tolerance: 1511.6225248573974 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1901.3858240532045, tolerance: 1513.5563730078713 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1903.2398150301597, tolerance: 1515.5252427649432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1905.1165807192028, tolerance: 1517.4874808016314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1907.020623168166, tolerance: 1519.4481362493386 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1908.9718213248561, tolerance: 1521.42600970001 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1910.921497268977, tolerance: 1523.4006065064666 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1912.9618236446804, tolerance: 1525.4519074076923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1915.0208477589222, tolerance: 1527.523973732608 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1917.092483181661, tolerance: 1529.6131480344218 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1918.9943967003273, tolerance: 1531.575193124299 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1920.9086757838886, tolerance: 1533.5479962501572 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1922.7371002197615, tolerance: 1535.455713318247 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1924.6225155021202, tolerance: 1537.4021234927252 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1926.5934517661517, tolerance: 1539.412202672536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1928.5772949784205, tolerance: 1541.4308912706929 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1930.5475781148616, tolerance: 1543.4431434962114 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1932.5503692099628, tolerance: 1545.485388208709 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1934.5291115246964, tolerance: 1547.5165933565834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1936.5805559576638, tolerance: 1549.6125287674038 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1938.5942418621544, tolerance: 1551.6840126372174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1940.588368773775, tolerance: 1553.7443743891254 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1942.59185479816, tolerance: 1555.8166129249316 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1944.570943067265, tolerance: 1557.8728493071198 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1946.6688546137502, tolerance: 1560.0281314003112 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1948.7864927155551, tolerance: 1562.204390675018 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1950.8697677784148, tolerance: 1564.3598319264797 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1952.8394202502786, tolerance: 1566.4313341919337 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1954.8026635019978, tolerance: 1568.499760710611 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1956.7757361231652, tolerance: 1570.5786441335138 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1958.8602885550572, tolerance: 1572.7450229495173 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1960.9052364710496, tolerance: 1574.8809764308792 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1962.966678601646, tolerance: 1577.0313594198267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1965.0377735844813, tolerance: 1579.1956298559094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1967.160848371681, tolerance: 1581.4090966459628 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1969.3739220327661, tolerance: 1583.705219526223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1971.585953158261, tolerance: 1586.0089918421331 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1973.8520152318742, tolerance: 1588.3677940282407 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1976.117005675691, tolerance: 1590.7383433254022 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1978.3798568231014, tolerance: 1593.1200506191076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1980.601104471736, tolerance: 1595.4793389107592 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1982.8104946518015, tolerance: 1597.835003849502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1985.0262947977353, tolerance: 1600.20117826088 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1987.2740651726926, tolerance: 1602.5961095330074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1989.4994780889538, tolerance: 1604.9768826327122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1991.5825233430205, tolerance: 1607.2467164355335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1993.7247706253402, tolerance: 1609.5608246691809 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1995.817105300106, tolerance: 1611.8353167430848 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1997.6688614612758, tolerance: 1613.9194967626445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1999.575196689615, tolerance: 1616.0286702551152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2001.6605331028732, tolerance: 1618.266766178609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2003.8848191987872, tolerance: 1620.6197665488635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2006.161861411605, tolerance: 1623.0212396060583 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2008.4543576297892, tolerance: 1625.4445135646465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2010.7455629662309, tolerance: 1627.885933356619 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2013.0288903279998, tolerance: 1630.3408618789524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2015.2870669625354, tolerance: 1632.789892508473 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2017.7258521975455, tolerance: 1635.3957015222038 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2020.141804796369, tolerance: 1637.9960613136313 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2022.5103259722382, tolerance: 1640.5697589384513 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2024.79192766704, tolerance: 1643.083214916157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2027.0646068751448, tolerance: 1645.5957661291175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2029.2540001607485, tolerance: 1648.0484935074421 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2031.5167343358844, tolerance: 1650.5535420969616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2033.6727660907472, tolerance: 1652.9704818570367 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2035.8046752424816, tolerance: 1655.3614321894236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2037.9753229928665, tolerance: 1657.7784887220223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2040.219448127311, tolerance: 1660.2522062938954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2042.3627624077817, tolerance: 1662.647963330149 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2044.4804979511864, tolerance: 1665.0190795313617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2046.7103196010703, tolerance: 1667.4813465327475 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2048.8938985467994, tolerance: 1669.9123842207432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2050.9804893158525, tolerance: 1672.2682953576784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2053.0878867466818, tolerance: 1674.6362570644158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2055.200087537107, tolerance: 1677.0088995966105 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2057.223083819321, tolerance: 1679.3121911335606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2059.20563216395, tolerance: 1681.5756614759487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2061.1525942086955, tolerance: 1683.8026461342417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2063.265839900905, tolerance: 1686.1586617306662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2065.587543094918, tolerance: 1688.6936012247381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2067.908860398713, tolerance: 1691.2467678487249 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2070.298762154358, tolerance: 1693.8814656628888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2072.74666025425, tolerance: 1696.579221545561 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2075.2349259861167, tolerance: 1699.324182337122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2077.759824898996, tolerance: 1702.1207626236246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2080.241269416367, tolerance: 1704.9049995825098 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2082.8102618898447, tolerance: 1707.779065937815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2085.4683895445796, tolerance: 1710.7498889347316 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2088.1324498363974, tolerance: 1713.74731014085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2090.900586252792, tolerance: 1716.8509060416513 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2093.629798400185, tolerance: 1719.9432194981587 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2096.2803804325413, tolerance: 1722.9927591032756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2099.170226021979, tolerance: 1726.2572352163816 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2101.870211385345, tolerance: 1729.38474902935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2104.5330780373934, tolerance: 1732.49422928577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2107.367908032682, tolerance: 1735.750681035549 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2110.256033262831, tolerance: 1739.0661863593282 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2113.0678045066343, tolerance: 1742.3388173703809 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2115.8656305220884, tolerance: 1745.6049006820795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2118.7501774385073, tolerance: 1748.9564336977505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2121.5895664403834, tolerance: 1752.2903669673528 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2124.5775747399857, tolerance: 1755.7581249002103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2127.615073737972, tolerance: 1759.2819068763722 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2130.577260231181, tolerance: 1762.7629528621662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2133.431410964722, tolerance: 1766.1734016721107 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2136.1349092076907, tolerance: 1769.4699029937026 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2138.9457322014296, tolerance: 1772.8559236532149 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2141.670444547506, tolerance: 1776.170876527973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2144.587136889122, tolerance: 1779.6352665893367 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2147.755346639122, tolerance: 1783.317701422598 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2150.894398352706, tolerance: 1786.996595062931 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2154.004876366018, tolerance: 1790.680388295069 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2157.081141734967, tolerance: 1794.3598717187149 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2159.9781069894343, tolerance: 1797.9205527743534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2162.882322438116, tolerance: 1801.4992975273324 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2165.8391873224555, tolerance: 1805.119703606501 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2168.745683155108, tolerance: 1808.6998060072658 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2171.710024592836, tolerance: 1812.3261472427123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2174.6165845641044, tolerance: 1815.9060942318533 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2177.5652590882273, tolerance: 1819.5277097737335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2180.7081642489375, tolerance: 1823.3217537661255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2183.9170616029915, tolerance: 1827.1892818366819 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2187.10258569713, tolerance: 1831.0614197108248 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2190.1513727700803, tolerance: 1834.8403518201628 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2193.294717238059, tolerance: 1838.718574381397 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2196.3828849071488, tolerance: 1842.5742685018608 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2199.500372975099, tolerance: 1846.4648815838502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2202.5453032016558, tolerance: 1850.3023105700088 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2205.507317694315, tolerance: 1854.0740989209617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2208.660422810528, tolerance: 1858.0114712977083 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2211.814955994583, tolerance: 1861.9602399575238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2215.014527260835, tolerance: 1865.95991786262 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2218.3891190062877, tolerance: 1870.1239065013733 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221.8710726147, tolerance: 1874.4098285505177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2225.3267407402163, tolerance: 1878.714650938496 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2228.6825559915997, tolerance: 1882.9663572883906 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2232.0299595939305, tolerance: 1887.2397851739202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2235.1091467314236, tolerance: 1891.3161071603377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2237.8491348708503, tolerance: 1895.116502932767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2240.7498838686115, tolerance: 1899.0140987608706 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2243.712637784969, tolerance: 1902.9376820759885 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2246.7556978789435, tolerance: 1906.910023819029 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2250.1341943465795, tolerance: 1911.1562551348852 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2253.5633591068818, tolerance: 1915.4651967194438 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2256.6927901241197, tolerance: 1919.5575699760334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2259.823416676354, tolerance: 1923.672085831029 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2262.716958019906, tolerance: 1927.6091129213505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2265.58783941651, tolerance: 1931.5305616395158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2268.1550740895946, tolerance: 1935.1837805038147 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2270.4791942097727, tolerance: 1938.593424342307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2273.110611064374, tolerance: 1942.2000251371935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2275.893911639623, tolerance: 1945.9002006794162 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2278.6542809272796, tolerance: 1949.5680454225605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2281.7406804518596, tolerance: 1953.5072234192526 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2284.533815572184, tolerance: 1957.2155822576922 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2287.276042945283, tolerance: 1960.9088491767486 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2289.763570379884, tolerance: 1964.4003955485223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2292.2793613786343, tolerance: 1967.9027268985571 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2294.835363611319, tolerance: 1971.429742606076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2297.514300692088, tolerance: 1975.0337284508994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2300.363067069491, tolerance: 1978.782191326485 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2303.186117704261, tolerance: 1982.5170229258397 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2306.040423182909, tolerance: 1986.302564886475 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2309.13027491868, tolerance: 1990.3234668762204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2312.1780504057915, tolerance: 1994.3486540551983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2315.1474704263546, tolerance: 1998.34247806366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2318.025943040884, tolerance: 2002.2820095535726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2320.7947841143796, tolerance: 2006.1495139064402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2323.628299298849, tolerance: 2010.0844557346434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2326.493735622171, tolerance: 2014.045508961928 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2329.369585968363, tolerance: 2018.0160006655735 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2331.9274776215298, tolerance: 2021.7188662124124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2334.4667917986444, tolerance: 2025.3909239462917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2336.7004207942446, tolerance: 2028.797695686982 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2338.921798709094, tolerance: 2032.1518385828003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2341.2868247561673, tolerance: 2035.5773718393323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2343.7847314959217, tolerance: 2039.0761599326697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2346.594119027097, tolerance: 2042.838924665861 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2349.3736407768847, tolerance: 2046.5860967346657 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2352.2057770350693, tolerance: 2050.4113945188196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2354.9612743167017, tolerance: 2054.210040599364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2357.663974204381, tolerance: 2057.9972941144347 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2360.2714765853925, tolerance: 2061.7305483559544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2363.0989209334875, tolerance: 2065.659020978698 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2365.9757267875357, tolerance: 2069.651056810917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2368.756923221339, tolerance: 2073.5769184177184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2371.666792586777, tolerance: 2077.6325034119777 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2374.5705864243264, tolerance: 2081.709735985849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2377.443817386993, tolerance: 2085.793704164521 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2380.352918222572, tolerance: 2089.927807717521 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2383.3742623746, tolerance: 2094.1792945661678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2386.4284666460408, tolerance: 2098.492704988569 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2389.5266638295507, tolerance: 2102.87266298035 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2392.591407020842, tolerance: 2107.2537042186937 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2395.6615833887445, tolerance: 2111.670646033676 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2398.7573303942154, tolerance: 2116.1405273697032 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2401.9516104346894, tolerance: 2120.723399280752 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2405.053678829292, tolerance: 2125.2531391112093 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2408.0572946102784, tolerance: 2129.7152645248143 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2411.145236929935, tolerance: 2134.2655083559553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2414.1247901617353, tolerance: 2138.7382499173673 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2417.131054981801, tolerance: 2143.2413113140487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2419.9492967294464, tolerance: 2147.5793668344318 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2422.728348728797, tolerance: 2151.87238887446 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2425.6446462173863, tolerance: 2156.2765991332703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2428.533475117165, tolerance: 2160.650051692875 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2431.541068085231, tolerance: 2165.1268220479096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2434.5848887966167, tolerance: 2169.640298044701 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2437.5672872286177, tolerance: 2174.120082970308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2440.563410971514, tolerance: 2178.6348854690955 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2443.5052373855688, tolerance: 2183.11726342702 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2446.573038595854, tolerance: 2187.7286652395883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2449.6069194435986, tolerance: 2192.3278500528218 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2452.7327528548103, tolerance: 2197.0242731430744 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2455.9196038267, tolerance: 2201.8018765766737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2458.9183580577464, tolerance: 2206.439541554579 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2461.7556093100357, tolerance: 2210.954647257967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2464.590686856496, tolerance: 2215.4653176947295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2467.3949942402724, tolerance: 2219.946965679618 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2470.283041454575, tolerance: 2224.4896025678763 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2473.251803960233, tolerance: 2229.0902019085256 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2476.295488426056, tolerance: 2233.762083013991 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2479.4731517586406, tolerance: 2238.5774896972157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2482.727767282304, tolerance: 2243.4976798147495 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2485.9611373872795, tolerance: 2248.4438352321213 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2489.093333370405, tolerance: 2253.3404996048735 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2492.121240434659, tolerance: 2258.1769260345573 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2495.231623144533, tolerance: 2263.1103626392774 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2498.499075546926, tolerance: 2268.205662154259 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2501.784537603926, tolerance: 2273.3409511092614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2505.288085000775, tolerance: 2278.7041345971707 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2509.0022049033905, tolerance: 2284.3157556013066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2512.5866087933773, tolerance: 2289.8816519576935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2516.213453354985, tolerance: 2295.553399913921 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2519.738473152953, tolerance: 2301.192459858702 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2523.2068449285653, tolerance: 2306.8359264656647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2526.381696890985, tolerance: 2312.249593385703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2529.596879870507, tolerance: 2317.689037937052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2533.073160566835, tolerance: 2323.363398514141 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2536.592291610079, tolerance: 2329.0870627403656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2539.9587437077716, tolerance: 2334.6871264788288 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2543.495536793689, tolerance: 2340.4498740581716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2546.8714976905103, tolerance: 2346.106179335953 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2550.047586397406, tolerance: 2351.6104970794167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2553.0066537477105, tolerance: 2356.911828819477 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2556.1437519595893, tolerance: 2362.339781381238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2558.962095059236, tolerance: 2367.472424176396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2561.7542831643404, tolerance: 2372.5262667007255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2564.530503605387, tolerance: 2377.513086251842 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2567.1816728843078, tolerance: 2382.343259156909 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2569.7241098026134, tolerance: 2387.0353158947073 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2572.3577151646386, tolerance: 2391.7419059001722 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2575.1822781123738, tolerance: 2396.587704869461 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2578.2494748168974, tolerance: 2401.6482386288462 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2581.353003676588, tolerance: 2406.757216565376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2584.1667394646975, tolerance: 2411.6265181561075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2586.8161169385494, tolerance: 2416.368454050769 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2589.4570487030724, tolerance: 2421.1123545323194 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2592.0981169308907, tolerance: 2425.852121716833 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2594.562555361139, tolerance: 2430.404603087664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2597.498247542877, tolerance: 2435.346355940589 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2600.497515844905, tolerance: 2440.362389617431 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2603.392678959888, tolerance: 2445.311658490577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2606.2794076340215, tolerance: 2450.2793898149507 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2609.2777112575313, tolerance: 2455.3824007605526 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2612.138524033009, tolerance: 2460.41626373 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2614.9879741697077, tolerance: 2465.455259125486 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2618.0887589662925, tolerance: 2470.743010667552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2621.1820401527766, tolerance: 2476.0636371586593 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2624.230789243593, tolerance: 2481.3835089555664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2626.819705869566, tolerance: 2486.3013766153117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2629.3811288083234, tolerance: 2491.188013505479 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2631.7419022057657, tolerance: 2495.8818397398804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2634.017962259153, tolerance: 2500.4416811366877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2636.2966875094135, tolerance: 2504.929027940516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2638.897244920139, tolerance: 2509.6352850248472 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2641.0900722181577, tolerance: 2513.9460947155617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2643.0213401819274, tolerance: 2517.9641787873916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2644.3486573560112, tolerance: 2521.388515288141 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2643.3404080511245, tolerance: 2523.0057821065593 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2643.404122875876, tolerance: 2524.9419604270124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2644.674570323492, tolerance: 2527.5237516297843 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2645.778195861785, tolerance: 2529.789733432506 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2647.061662135802, tolerance: 2532.0542956793374 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3494.578658183578, tolerance: 2533.742180967344 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4246.326037601473, tolerance: 2535.576133966318 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4889.2310195635, tolerance: 2537.412106905604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4451.1584349996665, tolerance: 2539.5721834543406 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3503.780825358328, tolerance: 2541.943008336607 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2657.841472839984, tolerance: 2544.4367884749 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2655.736994617757, tolerance: 2546.776751288874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2657.080568753674, tolerance: 2549.059632118519 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2658.5479456132016, tolerance: 2551.511816468755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2659.851714597982, tolerance: 2553.837652740889 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2660.9256993638555, tolerance: 2555.9474080643345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2721.0649892414804, tolerance: 2557.9373039860175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2825.6137751624374, tolerance: 2560.0093905770195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2775.444195013337, tolerance: 2562.2759416052695 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2760.6347022565024, tolerance: 2564.4561035500074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2718.4280929752167, tolerance: 2566.668963420168 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2736.3697129266184, tolerance: 2568.7720471595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2734.694037137506, tolerance: 2570.9480702955047 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2788.9738758512067, tolerance: 2572.9643858726763 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2811.4268585905447, tolerance: 2575.0359922921375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2817.253636892059, tolerance: 2577.135719090155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2792.4637457675963, tolerance: 2579.3346421869446 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2790.305017859082, tolerance: 2581.4656856327406 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2801.8776572309253, tolerance: 2583.4878989000104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2827.7766651245947, tolerance: 2585.234233578814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2797.467271109763, tolerance: 2587.0253831448754 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2788.4309757089286, tolerance: 2588.855140926153 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2782.645997584812, tolerance: 2590.468387541057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2766.6691798074244, tolerance: 2592.048669780077 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2767.1919046070507, tolerance: 2593.752601004072 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2774.2074459490796, tolerance: 2595.6204575119864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2765.6299404429883, tolerance: 2597.5982438434785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2762.268146946899, tolerance: 2599.428802205801 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2761.5967505845874, tolerance: 2601.3065973095186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2769.608886948441, tolerance: 2603.37693580309 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2785.1991888698467, tolerance: 2605.464681425971 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2750.6015040277744, tolerance: 2607.706997018381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2749.6262481544327, tolerance: 2609.798691602275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2753.738293527167, tolerance: 2612.0724588822823 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2764.229543770547, tolerance: 2614.3571823080606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2775.603037322795, tolerance: 2616.653796611491 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2797.359784795128, tolerance: 2619.0481961704313 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2811.871123078705, tolerance: 2621.407215051139 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2783.1992731147147, tolerance: 2623.5714659053165 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2757.947004951926, tolerance: 2625.706492115485 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2753.68764512732, tolerance: 2627.9376478522704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2748.643786151377, tolerance: 2630.1450606230787 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2773.4881311779645, tolerance: 2632.623049639365 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2835.849962120421, tolerance: 2635.185876006642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2895.9671526612074, tolerance: 2637.7564516219177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2970.166372567248, tolerance: 2640.396811524343 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2826.6541426754484, tolerance: 2642.4936433968232 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2760.282187837416, tolerance: 2644.7101028930474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2712.6831373805617, tolerance: 2646.8648634404353 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2713.803620953622, tolerance: 2649.030598730111 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2714.9701991786023, tolerance: 2651.1979040155757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2716.371305162578, tolerance: 2653.550160531319 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2722.8138275864076, tolerance: 2655.896673493329 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2724.158728508577, tolerance: 2658.1648938369635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2720.071241210757, tolerance: 2660.2355988249697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2721.152540827872, tolerance: 2662.3205360408983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2722.344764581165, tolerance: 2664.503145791314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2723.7255863471546, tolerance: 2666.855980763362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2725.025459546563, tolerance: 2669.1292103556625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2726.317536728995, tolerance: 2671.3962006413167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2732.4866042635767, tolerance: 2673.7819282471332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2733.1132130859332, tolerance: 2676.285295593076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2734.199539351561, tolerance: 2678.724281617772 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2735.3007860335892, tolerance: 2681.1792959034697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2736.774078219343, tolerance: 2683.529609355913 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2738.2937842432766, tolerance: 2685.8793912436254 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2739.89796158177, tolerance: 2688.190481983321 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2741.580312324375, tolerance: 2690.44485317707 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2742.905676022383, tolerance: 2692.7780638597083 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2743.680213549411, tolerance: 2695.264077201561 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2744.662338920385, tolerance: 2697.7271933086513 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2745.59473771014, tolerance: 2700.242759147168 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2746.4956458306224, tolerance: 2702.828014390285 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2747.648611804827, tolerance: 2705.3927897797307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2749.018415661856, tolerance: 2707.915523357651 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2750.163206992718, tolerance: 2710.5565703873503 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2758.2849426043285, tolerance: 2713.3296090203767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2774.6178698945187, tolerance: 2716.08141337333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2786.0151673875334, tolerance: 2718.813060019901 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2779.930451076347, tolerance: 2721.4507098964064 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2774.780642725018, tolerance: 2724.116420837677 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2792.5963635130647, tolerance: 2726.9593990043613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2806.7515835987106, tolerance: 2729.7815412751756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2823.2626337438087, tolerance: 2732.6286351678323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2836.360944410273, tolerance: 2735.471713222715 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2839.6898923977024, tolerance: 2738.294626833526 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2837.925571190779, tolerance: 2741.1195925063457 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2847.786577815532, tolerance: 2744.013240283403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2853.30275980027, tolerance: 2746.893663359982 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2831.8825220189356, tolerance: 2749.5990054944923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2822.6304809739668, tolerance: 2752.3400379909253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2821.1765248779666, tolerance: 2755.127998939408 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2819.868516082628, tolerance: 2757.9073240586163 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2826.653983841479, tolerance: 2760.7706663496574 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2838.8331231561206, tolerance: 2763.720985177515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2849.379849393943, tolerance: 2766.6672050711736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2849.846819851049, tolerance: 2769.531637683273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2849.215739348707, tolerance: 2772.398810347343 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2847.302330557053, tolerance: 2775.267707902979 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2831.987349542829, tolerance: 2777.9507334346836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2819.3782326524306, tolerance: 2780.476965903926 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2819.7535393914295, tolerance: 2782.988346908289 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2824.1859946552213, tolerance: 2785.5632620743877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2832.216802724255, tolerance: 2788.073821997236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2835.800274803598, tolerance: 2790.6098650890135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2846.4254415476244, tolerance: 2793.0569558007073 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2846.980912752704, tolerance: 2795.579781838824 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2825.087438543178, tolerance: 2798.3286057425953 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2810.187076182403, tolerance: 2801.09906919444 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5445.778266902467, tolerance: 5403.33392534338 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5775.109130934561, tolerance: 5407.690355195704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6208.90948028025, tolerance: 5411.827059828613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6891.8316930776855, tolerance: 5415.5859268134145 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7260.561238449191, tolerance: 5419.518506180149 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7089.081199253076, tolerance: 5423.853891969827 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6864.9100471988495, tolerance: 5428.184201271708 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6538.3314374041365, tolerance: 5432.633005387153 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6490.900451704998, tolerance: 5436.852740636338 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6407.9877859466615, tolerance: 5441.231217710029 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6379.873476018387, tolerance: 5445.630977312246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6334.057448476829, tolerance: 5450.084507998675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6378.180229779722, tolerance: 5454.372797690635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6354.781771603524, tolerance: 5458.782793693451 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6374.7881357258775, tolerance: 5463.117846666288 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6398.049557106246, tolerance: 5467.4274573158455 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6396.271292638976, tolerance: 5471.798654723473 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6432.354628101435, tolerance: 5476.007810545829 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6477.368016494667, tolerance: 5480.141744150849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6501.211298954462, tolerance: 5484.313114524814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6509.593917519422, tolerance: 5488.517575135638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6531.4627154107475, tolerance: 5492.639544930116 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6595.108880768112, tolerance: 5496.55540276458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6649.331198572974, tolerance: 5500.464107973647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6768.125137810428, tolerance: 5504.1104512495 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6825.626433315887, tolerance: 5507.897513108167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6878.499525893047, tolerance: 5511.560275289961 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6937.832094437992, tolerance: 5515.067413115499 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6938.460118585233, tolerance: 5518.766633387279 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6858.8535046044235, tolerance: 5522.814894138433 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6761.543157795648, tolerance: 5526.873174057634 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6732.260506224793, tolerance: 5530.778570594307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6709.723079623873, tolerance: 5534.734291241939 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6712.114568301971, tolerance: 5538.64199385259 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6710.895677502922, tolerance: 5542.627536456614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6739.92135073636, tolerance: 5546.284722306191 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6760.431468374958, tolerance: 5549.763240899543 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6764.8714552829915, tolerance: 5553.059590437208 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6781.662243048006, tolerance: 5556.523254597612 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6779.778783484409, tolerance: 5560.106306890764 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6793.785032190637, tolerance: 5563.5273224543425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6800.285296568316, tolerance: 5566.941704434689 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6759.710966240182, tolerance: 5570.618153309667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6733.914787821213, tolerance: 5574.556799333712 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6729.969516153065, tolerance: 5578.585622053988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6710.736280658675, tolerance: 5582.517844132028 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6714.931622206488, tolerance: 5586.458764480529 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6704.173772659091, tolerance: 5590.302984320052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6643.647681586688, tolerance: 5593.935306380945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6549.346475621696, tolerance: 5597.459812804132 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6500.783937055541, tolerance: 5601.065895193288 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6473.979011378964, tolerance: 5604.66894330503 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6487.650632710614, tolerance: 5608.3867787592035 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6539.456042377453, tolerance: 5612.292399773511 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6570.68721293654, tolerance: 5616.306234453625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6583.011433998967, tolerance: 5620.20112306105 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6557.6163616134945, tolerance: 5623.876945486396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6537.779905485964, tolerance: 5627.6135946129525 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6558.612010099598, tolerance: 5631.5901717434235 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6619.5810907999985, tolerance: 5635.798101632257 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6666.754906682323, tolerance: 5639.931231217888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6739.801878315124, tolerance: 5644.175224195697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6752.647011082408, tolerance: 5648.2802296506225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6738.859773620054, tolerance: 5652.388428007572 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6751.0073991751815, tolerance: 5656.586237599619 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6696.319218102093, tolerance: 5660.619680239895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6664.0312752092395, tolerance: 5664.681245744379 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6635.627468108563, tolerance: 5668.704568299179 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6631.22646166692, tolerance: 5672.783802792019 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6645.043784185938, tolerance: 5676.926652714749 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6658.030643918668, tolerance: 5681.062532733718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6652.164977872297, tolerance: 5685.135560216752 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6694.315521009739, tolerance: 5689.44516995816 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6747.671997053847, tolerance: 5693.832275375785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6819.179549350563, tolerance: 5698.313208681115 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6929.311080042222, tolerance: 5702.945596551699 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7008.500887438597, tolerance: 5707.540504059786 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7029.133502181488, tolerance: 5712.078042950868 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7051.251896933194, tolerance: 5716.663323253813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7006.95379079576, tolerance: 5721.143335776283 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7033.659513614875, tolerance: 5725.782538056138 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7042.893134226313, tolerance: 5730.384232154277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7011.519118494412, tolerance: 5734.877500790307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6974.391394200989, tolerance: 5739.335983017818 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6998.905077100833, tolerance: 5743.965318438614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7016.519828175722, tolerance: 5748.6001434296895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7031.641281882978, tolerance: 5753.23055577171 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7061.209235253362, tolerance: 5757.930405469523 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7060.268141771994, tolerance: 5762.5494149895285 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7061.266909986203, tolerance: 5767.208378537422 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7033.493120690477, tolerance: 5771.756528348347 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7016.285154279216, tolerance: 5776.322084223391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7015.798474356554, tolerance: 5780.951003077468 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6982.385780274235, tolerance: 5785.418179855857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6925.974898605196, tolerance: 5789.694602471719 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6894.7731767549485, tolerance: 5793.93258412216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6873.744114800396, tolerance: 5797.943887757473 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6890.22432335023, tolerance: 5801.93275585995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6949.060564648469, tolerance: 5805.785765257527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6976.82613434616, tolerance: 5809.758221179001 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6981.560773906251, tolerance: 5813.75779674761 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7010.202491435255, tolerance: 5817.647710671862 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7012.127739004569, tolerance: 5821.585872727323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6974.1908894136905, tolerance: 5825.620636171595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6807.906005355835, tolerance: 5830.142452564224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6684.360329472842, tolerance: 5834.846286672445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6649.8724983853135, tolerance: 5839.498533469054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6657.147537384255, tolerance: 5844.031955089799 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6674.722888360564, tolerance: 5848.645688535097 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6724.183818811511, tolerance: 5853.4568416843495 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6780.179932973075, tolerance: 5858.3237404861375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6828.71743872626, tolerance: 5863.187860127113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6863.742229945572, tolerance: 5868.042590075696 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6963.558281107882, tolerance: 5873.122263277883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7095.724067603314, tolerance: 5878.337898581774 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7183.169517210343, tolerance: 5883.512336312713 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7366.790644675853, tolerance: 5888.929124429426 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7584.535974693437, tolerance: 5894.481536388173 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7945.0621242749585, tolerance: 5900.358314446261 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8180.538316751681, tolerance: 5906.158969373684 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8442.502410609024, tolerance: 5912.095515352954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8957.09672274307, tolerance: 5918.489050952155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9215.298505736271, tolerance: 5924.726470724958 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9513.361701211383, tolerance: 5931.139625802739 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9512.80587263271, tolerance: 5937.3106759691755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9653.485364078497, tolerance: 5943.723213141727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9724.688099663155, tolerance: 5950.151138212451 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9616.36505177914, tolerance: 5956.364061996438 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9510.90271088959, tolerance: 5962.567221935805 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9465.769919838589, tolerance: 5968.803004388226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9465.150109973005, tolerance: 5975.118145575714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9350.146331590578, tolerance: 5981.210331130605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9401.430856508036, tolerance: 5987.54700960067 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9421.870822635567, tolerance: 5993.848689901119 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9500.314312274772, tolerance: 6000.320890304748 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9534.524061556305, tolerance: 6006.733879033634 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9694.987850882066, tolerance: 6013.525224595231 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9795.189588582864, tolerance: 6020.2865276366965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9841.215003423345, tolerance: 6027.0329125365715 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9850.022156399627, tolerance: 6033.7281260782265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9828.11382608708, tolerance: 6040.319376406116 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9746.910103991027, tolerance: 6046.759693213979 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9748.184060189822, tolerance: 6053.431127743092 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9740.583814114278, tolerance: 6060.046024844335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9739.53707984176, tolerance: 6066.664177375038 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9730.095681580577, tolerance: 6073.205037455239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9698.193414348461, tolerance: 6079.465281330044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9683.644050318162, tolerance: 6085.790947157467 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9681.748131294731, tolerance: 6092.048084040347 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9685.433671736191, tolerance: 6098.349022824923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9679.60674634097, tolerance: 6104.767164144784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9642.67796878074, tolerance: 6111.515930641355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9629.77831276182, tolerance: 6118.214036460673 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9626.091742891731, tolerance: 6124.904025839823 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9623.695171297633, tolerance: 6131.3914127774315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9635.769329789506, tolerance: 6138.3018264486045 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9648.047819249434, tolerance: 6145.181400429612 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9662.626408679374, tolerance: 6152.103148878176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9652.520444713919, tolerance: 6158.793394938699 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9657.44905261057, tolerance: 6165.654029252889 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9628.597293083505, tolerance: 6172.248716220987 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9612.804245119605, tolerance: 6178.820998025057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9613.91549053507, tolerance: 6185.623591662733 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9616.866193647002, tolerance: 6192.570012383431 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9622.753230850485, tolerance: 6199.556692214995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9646.141705308015, tolerance: 6206.885924617714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9701.349299605492, tolerance: 6214.367646748846 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9743.330064181511, tolerance: 6221.73936643982 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9721.732792965628, tolerance: 6228.880084666968 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9653.468622129367, tolerance: 6235.846712899126 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9596.40045767543, tolerance: 6242.8547157535895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9569.327887722167, tolerance: 6249.914304105113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9538.858505177413, tolerance: 6256.787170121475 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9527.311648389532, tolerance: 6263.646560046113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9517.969337837698, tolerance: 6270.226685208555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9520.301745108896, tolerance: 6276.891906335927 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9515.467315554226, tolerance: 6283.813747826089 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9505.49230956758, tolerance: 6290.746261197554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9494.705132352294, tolerance: 6297.692089822522 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9487.550043049752, tolerance: 6304.59858754207 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9495.008166509655, tolerance: 6311.359374525969 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9499.370993869717, tolerance: 6318.180778380413 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9487.917082374333, tolerance: 6325.2505754441 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9503.663629016024, tolerance: 6331.925242734121 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9515.686390410421, tolerance: 6338.651330452033 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9561.565807691673, tolerance: 6345.112100588648 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9633.037676905373, tolerance: 6351.41743934375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9665.619093308578, tolerance: 6357.904555659483 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9677.006154324943, tolerance: 6364.400521701568 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9681.736905275877, tolerance: 6370.889538852955 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9631.998733851186, tolerance: 6377.534540702304 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9584.604033400647, tolerance: 6384.221539555906 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9574.113803489385, tolerance: 6390.843703227754 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9545.216633124717, tolerance: 6397.595330030177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9495.122555580576, tolerance: 6404.578763209728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9467.70884226068, tolerance: 6411.605743699886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9448.130969795042, tolerance: 6418.8540564637315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9456.77636866962, tolerance: 6426.256207641753 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9475.316472452789, tolerance: 6433.560846288544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9485.424823104619, tolerance: 6440.846691481431 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9463.547553329128, tolerance: 6447.98869755121 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9423.402774277114, tolerance: 6455.051418981976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9361.778165015276, tolerance: 6461.8912434236945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9329.63295258674, tolerance: 6468.684754232681 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9323.689182757353, tolerance: 6475.606735936243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9325.131512630851, tolerance: 6482.297735903414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9331.707231176362, tolerance: 6489.03814301142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9318.170495163937, tolerance: 6496.021261876192 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9315.661155856335, tolerance: 6502.889265296044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9319.014803791411, tolerance: 6509.675383735143 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9335.73645581603, tolerance: 6516.279004084626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9350.929192658008, tolerance: 6522.898231797723 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9354.386594552809, tolerance: 6529.6365097394355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9395.84603200771, tolerance: 6536.024539385003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9440.248558778268, tolerance: 6542.39660280767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9468.021012305635, tolerance: 6548.814890255528 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9458.873918810139, tolerance: 6555.375000878965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9485.37520420664, tolerance: 6561.7688646194265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9408.46953488078, tolerance: 6568.50779529497 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9362.189802288816, tolerance: 6575.221996805127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9377.378308493397, tolerance: 6581.7220113798185 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9387.615557375451, tolerance: 6588.258979597021 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9361.425653138122, tolerance: 6594.993442106171 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9363.76004955357, tolerance: 6601.631885780524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9366.35521888062, tolerance: 6608.249912632625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9356.259018065532, tolerance: 6614.930003208911 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9331.719586428899, tolerance: 6621.7793164095565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9312.073524711792, tolerance: 6628.739673233745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9304.104076252199, tolerance: 6635.653825477125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9302.375977631364, tolerance: 6642.547636980252 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9309.150927633698, tolerance: 6649.661776693976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9314.968798402857, tolerance: 6656.713247623556 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9311.84296802356, tolerance: 6663.692291580302 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9292.54054760258, tolerance: 6670.488313164696 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9274.779340720619, tolerance: 6677.242335539986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9268.568964319285, tolerance: 6684.1160731651635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9266.347467076623, tolerance: 6690.986823955266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9267.76710467934, tolerance: 6697.97301798662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9274.847089667328, tolerance: 6705.146133941127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9291.294681620053, tolerance: 6712.377883698942 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9305.39431059099, tolerance: 6719.571088536017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9315.10007757364, tolerance: 6726.766032377251 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9301.458504500155, tolerance: 6733.846232857143 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9328.414794302265, tolerance: 6741.2239111031595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9348.658913899671, tolerance: 6748.596814312267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9354.053084608528, tolerance: 6755.901026969925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9340.125505891563, tolerance: 6763.085324289253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9333.307641236286, tolerance: 6770.316464784718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9333.098082249417, tolerance: 6777.632412911026 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9335.539900707477, tolerance: 6784.962010199456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9335.346851869232, tolerance: 6792.25927504711 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9321.532057552467, tolerance: 6799.353877311948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9299.646201533436, tolerance: 6805.970093815333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9307.940849357405, tolerance: 6812.738077953759 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9286.44991668774, tolerance: 6820.0976988318935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9259.288842330061, tolerance: 6827.496006935045 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9222.912832628303, tolerance: 6835.048075190369 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9206.560324952447, tolerance: 6842.5810177370895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9211.801071152695, tolerance: 6850.069117590447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9232.292500685264, tolerance: 6857.752861818034 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9246.709453071904, tolerance: 6865.425607996164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9247.295993186319, tolerance: 6873.039280784274 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9223.038487541835, tolerance: 6880.47148563042 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9192.095581547532, tolerance: 6887.7837968420945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9168.303265781185, tolerance: 6895.049795949063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9161.65075017987, tolerance: 6902.31214815999 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9164.308625381658, tolerance: 6909.544477668767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9185.727445777833, tolerance: 6916.561282684924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9207.016512051614, tolerance: 6923.604751069397 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9208.581589651072, tolerance: 6930.766690965048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9238.157327396693, tolerance: 6937.727885960059 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9241.29191236433, tolerance: 6944.8036781038645 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9241.930837163418, tolerance: 6951.86313382462 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9230.287924443648, tolerance: 6958.997858874331 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9217.296655783957, tolerance: 6966.164276394925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9201.927816872376, tolerance: 6973.348510706815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9210.049455118224, tolerance: 6980.4244757373335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9205.080841532963, tolerance: 6987.594526094561 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9208.88785429304, tolerance: 6994.718734353769 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9215.078852444927, tolerance: 7001.820681793918 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9223.963378953584, tolerance: 7008.889768126264 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9216.807046336653, tolerance: 7016.061998389133 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9204.117939140368, tolerance: 7023.30470309124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9199.094215730009, tolerance: 7030.49542578699 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9222.676017926948, tolerance: 7037.482881665411 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9269.526566574954, tolerance: 7044.299736323448 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9329.30536363379, tolerance: 7051.024134030618 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9371.06290928747, tolerance: 7057.807963296507 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9447.964746405421, tolerance: 7064.390337100961 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9452.000334292734, tolerance: 7071.165161595354 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9431.845103128708, tolerance: 7077.985526279538 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9348.197510145106, tolerance: 7085.06917751259 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9250.476833591027, tolerance: 7092.395069437851 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9185.085883236592, tolerance: 7099.816664891132 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9171.236875929095, tolerance: 7107.18888163939 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9172.789813800166, tolerance: 7114.591114993921 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9167.162112287715, tolerance: 7121.857522886972 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9147.781879603783, tolerance: 7129.0048741832825 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9135.544958859384, tolerance: 7136.156647008825 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9126.989792738492, tolerance: 7143.154301641913 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9128.779080415028, tolerance: 7150.10458063499 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9122.21603769816, tolerance: 7157.33673127414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9109.4761410844, tolerance: 7164.673192379048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9099.013724698125, tolerance: 7172.088534324308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9095.318603244625, tolerance: 7179.474616890873 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9095.224561616065, tolerance: 7186.797906564148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9089.539320765929, tolerance: 7194.063528575078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9079.388933063547, tolerance: 7201.24328746842 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9075.415985437521, tolerance: 7208.489252578609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9077.854610754846, tolerance: 7215.937000678494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9078.817412025892, tolerance: 7223.338002302193 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9079.846689419497, tolerance: 7230.7500093846365 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9088.62066950147, tolerance: 7238.358892211615 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9103.089394999035, tolerance: 7246.003224721841 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9113.735898362887, tolerance: 7253.63162825203 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9047.989078668943, tolerance: 7260.477083255391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9030.159799334237, tolerance: 7267.4589049120505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9044.659854329562, tolerance: 7274.13517183398 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9109.571881215696, tolerance: 7280.764169705912 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9167.80890462546, tolerance: 7287.470822564687 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9261.314276405985, tolerance: 7293.974641732015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9354.071581257602, tolerance: 7300.436399532414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9359.122690780008, tolerance: 7307.0307060238465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9387.632759563778, tolerance: 7313.55146169113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9435.176658136403, tolerance: 7320.003150583454 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9334.313317403212, tolerance: 7326.771240791627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9271.37994547293, tolerance: 7333.515080320965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9248.787141239347, tolerance: 7340.211407687919 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9276.051502755694, tolerance: 7346.768407917049 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9278.788402553328, tolerance: 7353.411925132321 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9302.526840879236, tolerance: 7360.010863940177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9323.689713557364, tolerance: 7366.589977537475 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9339.442724471981, tolerance: 7373.1574973603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9295.409643800911, tolerance: 7379.922459262577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9233.805628200174, tolerance: 7386.838768979991 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9193.252235835542, tolerance: 7393.753143667266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9183.470661320927, tolerance: 7400.57596436522 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9177.228950437075, tolerance: 7407.4361041040365 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9180.295608511417, tolerance: 7414.2446573867865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9171.590201677518, tolerance: 7421.289715010438 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9165.059293911228, tolerance: 7428.861994855066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9205.159672515023, tolerance: 7436.5714804073305 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9328.21398952169, tolerance: 7444.588367306492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9502.338633109692, tolerance: 7452.695608603181 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9850.181375208438, tolerance: 7461.302954749616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10205.093108530917, tolerance: 7470.023330573198 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10487.636581201463, tolerance: 7478.751974821051 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10730.855075607655, tolerance: 7487.602160723797 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10789.86811455922, tolerance: 7496.368641214598 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10781.070945863066, tolerance: 7505.100214173508 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10777.324645225057, tolerance: 7513.871423845661 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10757.928233800365, tolerance: 7522.611853315212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10656.217604954167, tolerance: 7531.202747169734 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10550.844483151479, tolerance: 7539.747406970515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10649.770367530346, tolerance: 7548.6506177369165 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10731.172556499554, tolerance: 7557.571719261995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10732.676971247492, tolerance: 7566.338761209788 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10744.083635516945, tolerance: 7575.142549572094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10691.19568238774, tolerance: 7583.796840744212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10552.443062863731, tolerance: 7592.231921187723 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10556.825045511261, tolerance: 7600.987147024412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10523.627866887895, tolerance: 7609.55403125249 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10509.964592568042, tolerance: 7618.149639064511 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10501.320705945844, tolerance: 7626.714796474101 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10496.21917933667, tolerance: 7635.276459027392 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10470.682610063694, tolerance: 7643.568193510459 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10467.52657542238, tolerance: 7651.9321132565965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10477.219032025772, tolerance: 7660.130898695983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10492.309801150845, tolerance: 7668.371019901812 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10472.762603585245, tolerance: 7676.859313851926 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10447.000471593099, tolerance: 7685.3453019875815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10428.319075113333, tolerance: 7693.828403758183 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10440.460245053662, tolerance: 7702.151526398798 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10431.021427778513, tolerance: 7710.62828971584 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10429.648978158388, tolerance: 7719.102752457435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10400.748830972974, tolerance: 7727.772809343685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10404.799456719466, tolerance: 7736.239740330214 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10417.684857109012, tolerance: 7744.634694722954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10468.966410067347, tolerance: 7752.735056857945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10510.386396116879, tolerance: 7760.88393828179 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10494.479145341062, tolerance: 7769.356300022069 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10494.883361035652, tolerance: 7777.683785938798 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10482.375631915249, tolerance: 7786.058127264408 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10487.748784753538, tolerance: 7794.325783885319 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10455.65591320047, tolerance: 7802.875907226602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10449.920107574351, tolerance: 7811.337395058813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10451.396847513399, tolerance: 7819.729829206321 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10455.351869632697, tolerance: 7828.106086704977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10457.072001991317, tolerance: 7836.503812947539 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10476.4106069251, tolerance: 7844.697096064221 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10514.227767208627, tolerance: 7852.728101906288 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10567.097352443321, tolerance: 7860.640603614954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10607.870742854146, tolerance: 7868.594874121735 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10619.9287651308, tolerance: 7876.642566451968 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10654.686691546482, tolerance: 7884.527203584965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10679.654063882936, tolerance: 7892.40238640212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10671.348170982292, tolerance: 7900.38578248628 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10660.000889413426, tolerance: 7908.398669824787 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10613.837329472422, tolerance: 7916.591523047158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10581.278942168523, tolerance: 7924.758125174226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10557.249597570946, tolerance: 7932.960261691424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10535.83045961626, tolerance: 7941.246868922823 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10533.33303424891, tolerance: 7949.451979759048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10539.62610423976, tolerance: 7957.596538270167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10552.116532824559, tolerance: 7965.662020202536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10561.432141085017, tolerance: 7973.745191358124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10593.951929078503, tolerance: 7981.580749661674 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10629.007316747957, tolerance: 7989.386760918865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10652.820010762713, tolerance: 7997.22979211049 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10664.48107512249, tolerance: 8005.101508812344 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10711.230611833467, tolerance: 8012.763754648698 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10732.542711358285, tolerance: 8020.482682292016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10700.923251445565, tolerance: 8028.426134807636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10762.386594957614, tolerance: 8035.949263196688 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10861.659691224642, tolerance: 8043.276878889615 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10857.772840352132, tolerance: 8050.939148607588 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10808.800012472726, tolerance: 8058.803241591104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10751.336283974935, tolerance: 8066.766444022505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10636.980497603377, tolerance: 8075.088092726209 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10567.18961291725, tolerance: 8083.633970843107 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10568.272097946021, tolerance: 8092.164099859727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10562.649071091655, tolerance: 8100.353692364278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10549.781433328488, tolerance: 8108.5462112887235 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10527.245198559998, tolerance: 8116.711339638379 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10519.315193048402, tolerance: 8124.9774227029475 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10508.921608498076, tolerance: 8133.094170485874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10506.225305718253, tolerance: 8141.176840558171 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10504.935083357414, tolerance: 8149.295443731451 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10503.800285979207, tolerance: 8157.579061002091 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10506.270778705668, tolerance: 8166.030499665103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10506.867090401862, tolerance: 8174.340134294589 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10518.599181776975, tolerance: 8182.902492845737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10533.021706650445, tolerance: 8191.45902862316 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10543.205002879036, tolerance: 8200.010915241683 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10540.894478247199, tolerance: 8208.506196021275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10538.761927466905, tolerance: 8217.011423895467 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10550.41407139046, tolerance: 8225.657830050675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10542.483351928946, tolerance: 8234.17361695344 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10537.132545249166, tolerance: 8242.697026988832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10515.096116849032, tolerance: 8251.026574069016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10489.74340147266, tolerance: 8259.179346506045 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10484.181813770272, tolerance: 8267.486521287277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10482.809132896484, tolerance: 8275.998472314217 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10480.743967680992, tolerance: 8284.45163095158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10482.843606954531, tolerance: 8292.741654506173 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10481.191866460656, tolerance: 8301.111967070989 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10490.445508814923, tolerance: 8309.330276363657 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10497.930655326469, tolerance: 8317.590557173957 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10480.63535343573, tolerance: 8326.11391208877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10471.71582307915, tolerance: 8334.55459587916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10458.915211528682, tolerance: 8343.107248674005 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10462.9671221153, tolerance: 8351.437396638557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10464.251007596002, tolerance: 8359.828896230163 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10469.891679187342, tolerance: 8368.141841254821 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10475.2166313624, tolerance: 8376.465802627456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10480.547401010681, tolerance: 8384.78116583785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10503.765472708452, tolerance: 8392.905654402557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10548.282894274347, tolerance: 8400.869132797083 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10573.480914227988, tolerance: 8408.932908013905 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10585.419838246718, tolerance: 8417.035430405876 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10584.232972617749, tolerance: 8425.166519636241 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10599.302703232424, tolerance: 8433.184029345792 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10687.20429439424, tolerance: 8440.86047060449 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10784.19856080909, tolerance: 8448.463510729327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10826.832657349547, tolerance: 8456.215184450522 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10857.971109502381, tolerance: 8463.950273958377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10857.847145082917, tolerance: 8471.719444653376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10846.513728971433, tolerance: 8479.475909683004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10852.491934837573, tolerance: 8487.190769296973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10859.326701208964, tolerance: 8494.922419800125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10789.945415640886, tolerance: 8502.960792304673 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10751.412657940524, tolerance: 8510.95225835485 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10678.639461038852, tolerance: 8519.212316633984 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10646.65039370353, tolerance: 8527.407044322363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10625.021621493714, tolerance: 8535.719050758124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10628.895284589391, tolerance: 8543.761765278196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10629.880273410683, tolerance: 8551.86650621727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10627.34798375062, tolerance: 8560.196050677503 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10625.507490291082, tolerance: 8568.546445477756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10625.764417948762, tolerance: 8576.909616764116 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10630.683583847956, tolerance: 8585.434400103248 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10638.33402056124, tolerance: 8593.923643372238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10645.216142891728, tolerance: 8602.436838794742 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10637.106600977713, tolerance: 8610.836669622306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10616.390449779166, tolerance: 8619.126787105768 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10598.126994272607, tolerance: 8627.415817927125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10575.348865404321, tolerance: 8635.54105524402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10567.428180406609, tolerance: 8643.730346026423 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10564.938696474917, tolerance: 8651.890550512226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10564.612363732089, tolerance: 8660.045691820993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10559.23366321109, tolerance: 8668.544265376839 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10561.392714851747, tolerance: 8677.31792811688 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10586.621496464835, tolerance: 8686.190219575456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10620.329828167989, tolerance: 8695.078013270988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10657.173508777145, tolerance: 8704.016565340342 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10670.547745869211, tolerance: 8712.909735085412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10645.115802032262, tolerance: 8721.672189156441 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10606.269183554676, tolerance: 8730.338432815539 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10566.905937122388, tolerance: 8738.902568692829 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10547.982519884805, tolerance: 8747.496619584119 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10539.22834220457, tolerance: 8756.058491352565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10536.331798923224, tolerance: 8764.553239995417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10537.253428488748, tolerance: 8773.043374288836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10534.031616062093, tolerance: 8781.659305178278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10529.409847795949, tolerance: 8790.3222975499 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10524.20189717564, tolerance: 8799.018906189789 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10527.009796076454, tolerance: 8807.529007253677 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10530.368954091053, tolerance: 8816.041489369136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10545.180788397385, tolerance: 8824.354478727522 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10585.5484719991, tolerance: 8832.4293910426 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10625.770292042813, tolerance: 8840.553339440874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10640.350219594387, tolerance: 8848.784318200052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10646.15208570897, tolerance: 8857.014797093452 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10625.222131748815, tolerance: 8865.318954390084 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10614.090909681232, tolerance: 8873.574840033925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10588.731152656412, tolerance: 8881.94670436972 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10556.587658395827, tolerance: 8890.427771474035 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10535.221183558504, tolerance: 8898.907142704104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10529.926160378767, tolerance: 8907.33249117929 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10548.451176092876, tolerance: 8915.603616331206 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10552.688918936838, tolerance: 8923.983875871712 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10531.75831809151, tolerance: 8932.57157097718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10517.588998931838, tolerance: 8941.135879691736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10478.839150029158, tolerance: 8950.03469828538 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10476.768906186768, tolerance: 8958.606672826132 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10476.421052104011, tolerance: 8967.185720404468 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10475.227461055347, tolerance: 8975.76363860958 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10474.728788092023, tolerance: 8984.516445368998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10473.781656787127, tolerance: 8993.220830018656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10474.268399344473, tolerance: 9001.630988227356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10476.517789033314, tolerance: 9010.05687272564 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10478.198391329879, tolerance: 9018.540968195688 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10490.916359669125, tolerance: 9026.785092866516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10497.335670618362, tolerance: 9035.158421888995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10498.358620127161, tolerance: 9043.540497910077 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10493.065661610835, tolerance: 9051.97889581419 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10496.85834631908, tolerance: 9060.328124167556 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10538.129326958777, tolerance: 9068.342784965687 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10602.114999923731, tolerance: 9076.192513313465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10671.062517886457, tolerance: 9084.018839623839 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10773.322233327915, tolerance: 9091.680551041465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10800.453180473749, tolerance: 9099.535688556174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10895.961051714447, tolerance: 9107.106577682138 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10870.647425829553, tolerance: 9114.941247789155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10809.340702743593, tolerance: 9122.878809644408 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10757.268214596541, tolerance: 9130.818733345175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10723.610164374699, tolerance: 9138.77003976056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10665.018514536463, tolerance: 9146.840320694539 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10601.285334282788, tolerance: 9155.094674978012 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10559.706625616473, tolerance: 9163.376135079157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10533.912145650862, tolerance: 9171.66688221521 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10526.245318391018, tolerance: 9179.911699737731 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10528.479743590764, tolerance: 9188.109003857666 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10519.212240256653, tolerance: 9196.538771250423 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10514.269344977492, tolerance: 9204.986028932031 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10511.77737174472, tolerance: 9213.527189925968 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10514.03307190333, tolerance: 9222.109364288068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10512.70304902473, tolerance: 9230.562596412301 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10525.806852633017, tolerance: 9239.252432481062 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10521.034459532337, tolerance: 9247.77451621535 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10498.772642130636, tolerance: 9256.131653122244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10488.338810130448, tolerance: 9264.558382984223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10478.428086390264, tolerance: 9272.939375383152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10473.885615676532, tolerance: 9281.377272269863 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10472.526498857787, tolerance: 9289.815232461251 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10479.29064907633, tolerance: 9298.460749803271 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10489.970135079893, tolerance: 9307.143985188293 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10497.96999235564, tolerance: 9315.799584769666 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10493.595486392944, tolerance: 9324.350812540322 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10480.668964960198, tolerance: 9332.818086311458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10484.06387264502, tolerance: 9341.493273158765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10489.078612400263, tolerance: 9350.21155404552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10503.442510108925, tolerance: 9359.108521537322 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10509.092026888753, tolerance: 9367.912694613131 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10521.967832136193, tolerance: 9376.862284238001 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10540.549823104473, tolerance: 9385.906067448852 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10560.45472515541, tolerance: 9395.00647976663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10582.563555308272, tolerance: 9404.177011428057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10594.203302357804, tolerance: 9413.311235185654 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10590.621025268287, tolerance: 9422.389935177023 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10583.563428359113, tolerance: 9431.46803558728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10592.088784722477, tolerance: 9440.674333326018 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10622.108968819422, tolerance: 9450.07705104778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10659.503048863622, tolerance: 9459.581197835858 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10678.640560104439, tolerance: 9469.001027742484 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10679.968712844791, tolerance: 9478.357101981095 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10663.90348152215, tolerance: 9487.655739431333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10637.167111803745, tolerance: 9496.898338094421 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10616.510011169823, tolerance: 9506.122695149357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10600.017374371153, tolerance: 9515.281559115163 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10606.994332350543, tolerance: 9524.676760082186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10635.475918210665, tolerance: 9534.432088706184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10660.951400866306, tolerance: 9544.149290128233 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10680.706223162466, tolerance: 9553.8402666151 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10684.906087427844, tolerance: 9563.449802191442 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10684.049525059763, tolerance: 9573.103357311193 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10671.13406941167, tolerance: 9582.716514700145 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10655.84756320063, tolerance: 9592.255361900177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10650.780927407297, tolerance: 9601.84426646184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10638.56012356488, tolerance: 9611.23965575299 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10599.938668012743, tolerance: 9620.61296630541 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10567.773985555057, tolerance: 9629.920854256638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10550.432556118623, tolerance: 9639.237881044714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10524.627549335019, tolerance: 9648.323162236464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10515.441662048193, tolerance: 9657.305661843468 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10515.51083563353, tolerance: 9666.40061556567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10517.203676187972, tolerance: 9675.499194934073 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10512.703924109472, tolerance: 9684.716400824094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10498.060537810536, tolerance: 9694.109295245096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10489.284814014096, tolerance: 9703.574631209978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10488.91594880701, tolerance: 9713.01902970145 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10487.125684987463, tolerance: 9722.35676326958 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10478.677970790839, tolerance: 9731.585409210682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10474.974696631027, tolerance: 9740.941462922136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10473.322374415377, tolerance: 9750.33362496945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10483.579852630563, tolerance: 9759.964457830778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10493.88631539345, tolerance: 9769.589660792393 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10494.654006764955, tolerance: 9779.099141763392 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10493.717288023803, tolerance: 9788.640687803394 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10489.611459087115, tolerance: 9798.18775866097 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10507.57402468838, tolerance: 9807.965423176516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10522.953215773501, tolerance: 9817.743028574803 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10575.770705379033, tolerance: 9827.811622768297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10650.827997122859, tolerance: 9838.028529090434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10705.585881496492, tolerance: 9848.203184898546 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10720.04731909513, tolerance: 9858.307056483169 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10674.91328846051, tolerance: 9868.249382621849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10634.423743918429, tolerance: 9878.246573027614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10622.732369971, tolerance: 9888.33240538391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10570.352588681519, tolerance: 9898.221589292414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10403.571321270123, tolerance: 9907.449221631712 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10309.973766052615, tolerance: 9916.638011376623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10262.308346923131, tolerance: 9925.740317097237 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10258.240436760228, tolerance: 9934.981330374947 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10260.460302216037, tolerance: 9944.28262538234 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10255.79077945045, tolerance: 9953.55526714187 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10213.76444845575, tolerance: 9963.199381610939 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10184.309150956644, tolerance: 9972.933094731185 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10174.448596097413, tolerance: 9982.729877569984 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10174.56354354748, tolerance: 9992.439164253277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10193.343852037775, tolerance: 10002.517008123878 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10227.182237890891, tolerance: 10012.679382762813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10239.790345263104, tolerance: 10022.717722902133 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10233.65071673223, tolerance: 10032.676301855487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10306.327988190387, tolerance: 10043.18301385529 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10363.88458913939, tolerance: 10053.667567542363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10436.21371192814, tolerance: 10064.275391186331 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10453.338008709536, tolerance: 10074.711814528562 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10390.60338655239, tolerance: 10084.896390926471 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10339.349843127398, tolerance: 10095.181321092463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10302.265988199193, tolerance: 10105.460374314436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10238.150912393077, tolerance: 10115.542151714018 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10239.718611077169, tolerance: 10125.85053196676 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10228.606154571004, tolerance: 10136.047381031169 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10205.03337574978, tolerance: 10146.159376199648 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10186.756205298781, tolerance: 10156.261747931198 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10169.208838742936, tolerance: 10166.318318948779 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56349.453878816435, tolerance: 51205.50172810021 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58504.78149588596, tolerance: 51269.43477285126 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59905.77035521493, tolerance: 51332.75373434206 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60770.09245358665, tolerance: 51394.760448780224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61411.002576026585, tolerance: 51455.445394454146 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59552.491036644955, tolerance: 51524.087557065795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58942.039332201304, tolerance: 51589.88796105501 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59466.216253235834, tolerance: 51651.52540761258 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58952.610968837165, tolerance: 51717.76804537041 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58386.74586032926, tolerance: 51787.40444172472 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58176.85441183019, tolerance: 51858.36342928305 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58123.47701474651, tolerance: 51930.63010351983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58151.85059966262, tolerance: 51998.43141138156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58153.676367416214, tolerance: 52066.42199769399 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58127.316084755366, tolerance: 52135.02881832601 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58148.8180726875, tolerance: 52204.57778709281 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58956.91671845264, tolerance: 52280.32805476463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59146.9254587157, tolerance: 52352.05232738172 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59315.82942277756, tolerance: 52424.10837630757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59483.381302808666, tolerance: 52496.82228623502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59529.69090718562, tolerance: 52569.57988550079 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58718.296459079436, tolerance: 52636.96725216881 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57883.000119653494, tolerance: 52699.410161729305 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59162.388431775355, tolerance: 53335.1502529553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61072.99406866649, tolerance: 53409.02020224597 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62926.40299497686, tolerance: 53483.9069992613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64339.12207769911, tolerance: 53559.047572597694 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65460.960210044635, tolerance: 53635.21705708023 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66025.2348096229, tolerance: 53712.87462599674 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64907.48788611852, tolerance: 53789.14855061742 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64626.621655749215, tolerance: 53865.69769518223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65981.69879283279, tolerance: 53941.01723040722 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65638.9134561207, tolerance: 54016.80175184014 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65259.23564787498, tolerance: 54095.71069228027 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63788.7756574429, tolerance: 54176.88531844663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64587.98447421418, tolerance: 54260.39220905447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65230.12439385432, tolerance: 54343.745825256956 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67321.41903274077, tolerance: 54428.520710722056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70448.18986473087, tolerance: 54516.098942375844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72311.67057251406, tolerance: 54605.00709672369 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72438.77162621295, tolerance: 54691.87323836336 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72161.14345491573, tolerance: 54778.36316817253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71124.21881546038, tolerance: 54863.487685246815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69682.63673452163, tolerance: 54947.993387584866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69118.52718326455, tolerance: 55033.967088678924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69809.32562213336, tolerance: 55121.818245500996 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70547.71667113583, tolerance: 55210.30204312129 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71344.98040804139, tolerance: 55299.7438489272 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72217.47805527743, tolerance: 55390.71437516475 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73195.75023730364, tolerance: 55483.76777035558 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74985.32527362926, tolerance: 55581.62287185813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75844.88667452813, tolerance: 55678.43118655704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76456.16384786562, tolerance: 55775.987698763514 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76921.96140248457, tolerance: 55874.60876691922 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76222.64227245067, tolerance: 55967.595621702436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75833.36006544845, tolerance: 56062.82651171067 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75463.45732766931, tolerance: 56157.256128736866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74851.82463226657, tolerance: 56247.611807306916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74932.0190036373, tolerance: 56343.078931302465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75375.91153825735, tolerance: 56440.68304090971 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75518.00187169669, tolerance: 56537.025699003614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75672.97670056147, tolerance: 56633.76632450538 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75517.50078345546, tolerance: 56726.89153711324 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75355.34502250687, tolerance: 56820.27875964409 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75235.93023825648, tolerance: 56908.83219108941 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75198.25891529064, tolerance: 57001.48748446157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75197.69088078741, tolerance: 57093.95554893041 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75431.78346196451, tolerance: 57189.9092224689 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75704.24674567937, tolerance: 57287.42971687552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76195.46396894586, tolerance: 57387.87997589939 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76562.28275937328, tolerance: 57488.459265612604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77486.84712902582, tolerance: 57594.09136646821 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78068.94797332877, tolerance: 57699.239210565785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78225.55339698383, tolerance: 57804.20903148178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78722.52492494787, tolerance: 57912.53108887259 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78796.05295308869, tolerance: 58018.78791499694 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78710.3952544569, tolerance: 58124.47056954199 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78620.93534768443, tolerance: 58229.90282873192 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78833.46990675082, tolerance: 58338.769712982685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79841.58243222888, tolerance: 58453.444205680826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80397.75307314831, tolerance: 58567.5407002878 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80937.28937600013, tolerance: 58682.76532036033 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80979.49272724317, tolerance: 58795.57634500328 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80626.61383954133, tolerance: 58903.25118689847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80186.0478116494, tolerance: 59009.849734360105 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79985.54433423703, tolerance: 59111.89360423916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79959.36903914408, tolerance: 59220.292806864265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80099.4897639747, tolerance: 59330.50066767774 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80293.23195493856, tolerance: 59441.661569239724 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80316.04202518016, tolerance: 59548.32478953836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80392.60130687867, tolerance: 59652.92046690978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80426.15408983882, tolerance: 59759.30357768311 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80501.26823535323, tolerance: 59869.4826887448 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80538.15524569148, tolerance: 59977.73264625428 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80682.31000128134, tolerance: 60090.632161656904 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80988.87983765043, tolerance: 60206.56471220736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81183.97616684767, tolerance: 60321.0520148623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81182.52842674966, tolerance: 60433.17592472291 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81270.30312841287, tolerance: 60547.425128044975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81313.6055235789, tolerance: 60656.67011812711 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81595.08562465872, tolerance: 60764.00464653968 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81805.83066120234, tolerance: 60872.227985441285 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82629.48416508775, tolerance: 60974.7610602007 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83104.50294166624, tolerance: 61078.782454268636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82913.42726678366, tolerance: 61189.097512215834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83085.49164648222, tolerance: 61294.42882128463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83009.65723887013, tolerance: 61402.16526220075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83281.70688013348, tolerance: 61506.21203855199 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83300.96239539137, tolerance: 61612.96121934213 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83336.79326989091, tolerance: 61720.09323958335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83170.27864357362, tolerance: 61834.129079642946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83102.5341825929, tolerance: 61947.940412277094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83122.61500965743, tolerance: 62057.97274982845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83260.99198158486, tolerance: 62166.23327926858 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83500.79099046922, tolerance: 62273.08767895131 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83774.77846613125, tolerance: 62379.475634407914 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84227.51977258654, tolerance: 62483.65790764184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84506.46900362495, tolerance: 62588.271804503565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84416.6075044073, tolerance: 62696.7775147937 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84328.87213131782, tolerance: 62811.35312866636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84360.71524346352, tolerance: 62927.468355583864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84407.33539541953, tolerance: 63042.94171819258 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84549.96760547266, tolerance: 63159.90437550702 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84813.10036950647, tolerance: 63279.20309131432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84928.74214623269, tolerance: 63397.80734160598 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85222.91233603207, tolerance: 63519.16660211518 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85424.0792062092, tolerance: 63640.31124251814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85379.08892575296, tolerance: 63759.558318557705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85673.59045711771, tolerance: 63882.910144657246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85545.40092799158, tolerance: 64002.43715476351 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85387.82110440375, tolerance: 64121.44569234557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85313.70103745, tolerance: 64232.94836078419 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85310.46802520305, tolerance: 64345.79804440102 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85338.21578299259, tolerance: 64463.22025384387 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85379.33265317761, tolerance: 64579.069462377214 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85564.40191267329, tolerance: 64700.864789332205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85624.52399663936, tolerance: 64820.56915614672 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85672.72927366581, tolerance: 64937.12745563627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85708.29353853918, tolerance: 65055.25800203084 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85925.63597375204, tolerance: 65179.39869565669 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86054.40908080642, tolerance: 65302.79948022242 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86285.0354508772, tolerance: 65428.18649583152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86827.66574148777, tolerance: 65557.40807095464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87378.23989692128, tolerance: 65687.60280065691 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88271.13800449092, tolerance: 65820.13144156408 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88034.69464621588, tolerance: 65950.61694252469 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87952.52858048375, tolerance: 66076.2419286591 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87623.1740854881, tolerance: 66200.59559753866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87528.92689133114, tolerance: 66324.07089857617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88002.77288076538, tolerance: 66441.0525264129 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88218.08340602653, tolerance: 66561.6518317938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88169.87665069895, tolerance: 66688.89739525312 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88283.30359474893, tolerance: 66821.29328216478 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88406.17658669973, tolerance: 66953.21359606627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88631.00323522028, tolerance: 67085.84503982171 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88912.28835312501, tolerance: 67219.09016792903 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88827.25682902735, tolerance: 67349.58199570973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88662.90991365071, tolerance: 67478.21222275782 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88607.972303393, tolerance: 67605.091270912 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88652.95652622289, tolerance: 67736.36757133238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88732.59163956216, tolerance: 67862.48756867553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88770.48516206583, tolerance: 67992.04771173096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88924.23282399288, tolerance: 68118.13548624855 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88949.15516132361, tolerance: 68247.12634798513 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89033.27369867793, tolerance: 68375.02989731704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88968.06118727443, tolerance: 68506.39749286589 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88935.60256090647, tolerance: 68639.67266000314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88918.57787911664, tolerance: 68773.74817040884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89179.93652925584, tolerance: 68900.99830722899 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89428.35921047657, tolerance: 69028.60818379556 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89805.307707041, tolerance: 69154.80622856041 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89941.44505719935, tolerance: 69283.44549994273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90126.43968845435, tolerance: 69410.84091367436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90409.3596750093, tolerance: 69536.29429080395 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91417.1592199766, tolerance: 69656.48713284323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93241.26582355723, tolerance: 69771.83090880801 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93851.23512088854, tolerance: 69891.56910906998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95231.79367482287, tolerance: 70006.2318756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95298.12478120379, tolerance: 70125.291521712 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95436.27329056815, tolerance: 70242.68261250888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95450.72298802735, tolerance: 70360.17285079174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95372.05598459614, tolerance: 70478.67051215864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94484.00817106827, tolerance: 70603.36839692832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93827.69873274019, tolerance: 70729.56135975156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93730.05308403043, tolerance: 70851.90069425874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93731.25814983957, tolerance: 70974.50907030603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94227.1629215222, tolerance: 71093.61850936672 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94982.82372709285, tolerance: 71210.71254477536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95573.07839133168, tolerance: 71327.86449554944 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95763.98130580937, tolerance: 71446.55132794108 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95394.34387377171, tolerance: 71571.67582303088 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95031.32368398913, tolerance: 71698.91077282226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94836.4228896497, tolerance: 71826.78802401136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94816.57126379403, tolerance: 71956.04025156192 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94854.50305493575, tolerance: 72082.304810338 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94881.64022281732, tolerance: 72207.91495609682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95007.73886116862, tolerance: 72329.66066887166 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95137.29626186847, tolerance: 72451.28193154505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95174.1297254927, tolerance: 72576.44554549089 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95322.97696757445, tolerance: 72706.12505943913 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95878.91271378926, tolerance: 72840.66907539916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96645.16491687135, tolerance: 72977.11058855837 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97650.51103099383, tolerance: 73115.93595558804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98235.88778579238, tolerance: 73254.00819652335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98775.81692813363, tolerance: 73393.88161111821 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98942.16640970926, tolerance: 73533.39082758155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99280.414086514, tolerance: 73674.97681581075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99297.50136456788, tolerance: 73815.54577133253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99104.27037876801, tolerance: 73954.7803554428 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99023.58848259898, tolerance: 74095.08112693964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99281.44702837725, tolerance: 74238.08320910687 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99736.31000481691, tolerance: 74383.25980670434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99751.34743866185, tolerance: 74525.74230141855 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99295.84965556957, tolerance: 74661.00149563441 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98954.15030847845, tolerance: 74796.74747094432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98764.47966298755, tolerance: 74928.23547903533 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98846.84631057241, tolerance: 75058.77859645138 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99300.88738401711, tolerance: 75187.21045651867 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99426.96085049579, tolerance: 75319.06069879538 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99444.64832358662, tolerance: 75451.47698808515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100361.28651701618, tolerance: 75578.32220626145 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100881.63895060119, tolerance: 75702.3884762642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101669.71757812996, tolerance: 75826.28444676982 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102571.4840539654, tolerance: 75948.85617400758 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103989.76008986933, tolerance: 76067.70488094602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104547.87046522312, tolerance: 76188.36728382065 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105513.73013626921, tolerance: 76306.07927138617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106332.74782328025, tolerance: 76423.23160979131 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107721.90040478137, tolerance: 76536.84758233975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107671.8470921455, tolerance: 76654.85590713027 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107752.32745855663, tolerance: 76772.02659106113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106754.54372229055, tolerance: 76895.65447299553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105888.8069431389, tolerance: 77019.94932440617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105048.23521405878, tolerance: 77147.22621971603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104843.44799656761, tolerance: 77271.94041113318 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105003.23158956674, tolerance: 77394.57621301433 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105011.03554109731, tolerance: 77520.09144244692 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104965.29240465275, tolerance: 77650.93061373926 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105026.1324540119, tolerance: 77782.49888924415 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105479.77690378024, tolerance: 77918.27356210933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105493.71766968817, tolerance: 78049.45522879933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105706.4442806899, tolerance: 78177.48646601241 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105240.76705850217, tolerance: 78300.0676230609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105158.9690292777, tolerance: 78421.82998123718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105105.33205855428, tolerance: 78545.93526506698 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105187.34928382593, tolerance: 78667.36936084856 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105409.8623014959, tolerance: 78797.33076347449 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105549.4264301093, tolerance: 78925.726754584 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105620.35121741478, tolerance: 79052.67736830498 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105696.52816267672, tolerance: 79180.3985090023 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105793.07884397251, tolerance: 79309.00354915117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105682.34370342124, tolerance: 79435.88475951276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105556.02088472352, tolerance: 79560.98457971716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105477.67479075189, tolerance: 79681.99910969747 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105470.07766883221, tolerance: 79803.10531086303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105501.10692440478, tolerance: 79927.94761752078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105541.14675869828, tolerance: 80052.79330449655 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105789.54010638513, tolerance: 80171.45073894113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105988.33086946516, tolerance: 80290.72714993525 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106471.5076741795, tolerance: 80403.50008362968 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107579.68409523653, tolerance: 80515.60709249978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108242.67365446361, tolerance: 80628.95845043928 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108647.36979795696, tolerance: 80742.05434793368 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109426.76891721274, tolerance: 80852.20901862373 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109343.87872734618, tolerance: 80965.37526936735 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109282.99540962801, tolerance: 81078.5436165614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108755.78597451429, tolerance: 81196.37570203378 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108440.5822132059, tolerance: 81313.48336846872 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108069.10611148793, tolerance: 81435.83356033257 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108250.87723441786, tolerance: 81556.45254162898 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108787.14346204858, tolerance: 81681.12156435428 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109030.73840368085, tolerance: 81805.58864166425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108924.63359291322, tolerance: 81925.13762467685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108273.30531726204, tolerance: 82038.7312417006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108393.61804893549, tolerance: 82151.8520805142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109407.64619737494, tolerance: 82257.42445407413 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109654.67016922776, tolerance: 82364.36420666175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109483.99085214458, tolerance: 82472.77786320863 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109870.57809583313, tolerance: 82587.10516931393 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109943.91587380978, tolerance: 82700.17203853444 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109906.93253507954, tolerance: 82817.08830393424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109898.20037539116, tolerance: 82932.25703889421 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109933.5044582342, tolerance: 83044.90482070718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110005.54354963337, tolerance: 83160.69662382243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111239.60216687934, tolerance: 83286.51836498716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114014.02226823539, tolerance: 83416.95695757415 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115538.29488223688, tolerance: 83545.3690886241 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116289.85855493502, tolerance: 83672.3177763661 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116815.40882227104, tolerance: 83800.87016346194 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117149.44627156408, tolerance: 83931.15483316999 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117694.54414001193, tolerance: 84063.15565945092 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118534.4716597702, tolerance: 84196.69647697272 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118439.53134349435, tolerance: 84327.51776336948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118593.73041241651, tolerance: 84460.19455595136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118981.93959801983, tolerance: 84594.69802733071 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 119992.10128852345, tolerance: 84732.58613401833 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120578.8031367601, tolerance: 84870.05902564559 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122664.32677920471, tolerance: 85013.59571829703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123185.81213352627, tolerance: 85154.87439303326 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124202.66593451661, tolerance: 85299.53175809816 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124577.11841957684, tolerance: 85443.45841418159 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124621.69596810834, tolerance: 85587.10652275663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123687.83197225805, tolerance: 85726.850200345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123461.24193924638, tolerance: 85869.52647873336 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123186.23196381266, tolerance: 86012.06878495257 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122792.02006295696, tolerance: 86152.496078126 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121793.22198080597, tolerance: 86288.45189426937 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121436.66690543597, tolerance: 86426.44670673748 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121449.19360701219, tolerance: 86567.09023344475 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122281.55174538559, tolerance: 86713.52225473407 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122952.00725040302, tolerance: 86857.52682968111 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122559.00483200503, tolerance: 86998.12911573691 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122381.88545481043, tolerance: 87137.45605900521 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122268.1021544647, tolerance: 87277.75971083026 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122279.85701362713, tolerance: 87420.16289154056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122315.5485745775, tolerance: 87562.1080142665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122319.64090920126, tolerance: 87701.17276831562 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122363.98366053944, tolerance: 87842.62028150988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122429.4092424387, tolerance: 87985.34308443553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122494.80857369489, tolerance: 88128.57982292434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122538.31056956192, tolerance: 88271.08958503604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122693.1991768419, tolerance: 88417.2608720074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122842.0495361271, tolerance: 88564.06098190155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123333.20598808961, tolerance: 88716.266918164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123644.23382815332, tolerance: 88868.1413942827 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123873.58157150069, tolerance: 89020.12828944597 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124104.42065201659, tolerance: 89173.52277981932 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124250.62103015592, tolerance: 89327.1416379351 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124390.53111801398, tolerance: 89481.92161088868 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124264.69782121992, tolerance: 89633.20462290771 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124929.28761782154, tolerance: 89771.04871939369 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125713.27786963964, tolerance: 89909.50184040536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125990.25160414929, tolerance: 90048.24708242516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125858.01427397283, tolerance: 90196.06909750069 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126093.03592244684, tolerance: 90347.81393892995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125900.22684062817, tolerance: 90494.87917590702 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125926.43906122178, tolerance: 90640.3933401148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125878.52917945225, tolerance: 90790.11796280609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125926.82351335335, tolerance: 90943.62666566555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125960.32574886271, tolerance: 91094.63936831363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125988.98776190309, tolerance: 91245.8134385969 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126080.57843140412, tolerance: 91394.43279244743 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126224.50120753542, tolerance: 91542.0025298726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127359.69847267674, tolerance: 91680.03029954934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127713.95163232306, tolerance: 91820.03902943259 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 128627.05132768123, tolerance: 91958.62215348019 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129495.74831079907, tolerance: 92095.88317358625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132156.01766804187, tolerance: 92224.27187429141 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132221.38943716142, tolerance: 92360.52856553154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131684.99553542258, tolerance: 92500.24369355456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131152.3942786858, tolerance: 92639.89746356016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 130225.92063407545, tolerance: 92783.29850783575 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129530.97381296725, tolerance: 92926.53176207174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129313.47895479872, tolerance: 93069.70978447273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129018.85166680958, tolerance: 93217.07692774078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129389.88403063972, tolerance: 93357.22410968255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129620.59710066834, tolerance: 93498.5624146468 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 130676.15150923215, tolerance: 93632.9018956819 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131439.990521484, tolerance: 93767.87316824199 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131676.54823444318, tolerance: 93905.64986850678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132141.42280376639, tolerance: 94040.04868299994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132460.8450143576, tolerance: 94174.56168859737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 134505.6921735676, tolerance: 94299.44936944374 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 135865.04497485035, tolerance: 94425.67849857181 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136484.59593091568, tolerance: 94553.80785845872 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137084.92601883915, tolerance: 94680.27758680763 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 138375.0018669812, tolerance: 94802.25277856088 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 138456.74284668852, tolerance: 94927.47343467137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137957.7283044466, tolerance: 95056.81753506427 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137364.6974844937, tolerance: 95189.06045268812 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136911.557325628, tolerance: 95321.8728193649 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136651.73672050872, tolerance: 95461.05488074926 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136624.61869384622, tolerance: 95596.02491212099 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137064.97126743742, tolerance: 95722.81472829498 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137261.1848420158, tolerance: 95852.09042050374 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137375.53681110192, tolerance: 95989.4224870528 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137445.31089270214, tolerance: 96125.18447214838 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137485.74747931154, tolerance: 96258.26886073675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137769.15700569944, tolerance: 96385.7456506888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137828.01022704077, tolerance: 96520.75841815922 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 139788.73716798835, tolerance: 96671.6009067705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 141913.786265474, tolerance: 96823.89528375075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 143362.9057574172, tolerance: 96974.23544481515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 147366.05421114567, tolerance: 97133.82010760818 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 149961.62637487415, tolerance: 97295.09280517853 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153233.92658034316, tolerance: 97463.19286649597 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155358.30991929068, tolerance: 97631.29321690135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156303.09244343787, tolerance: 97798.43325555745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155526.98817424336, tolerance: 97961.4011128424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 154664.0198151028, tolerance: 98124.54335869198 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 152867.82643446326, tolerance: 98282.43896037567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151928.92552597498, tolerance: 98442.99805836567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151684.80924734438, tolerance: 98605.40823881597 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151181.1463147382, tolerance: 98764.9393010691 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150596.19399072215, tolerance: 98922.59002762154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150683.43788162468, tolerance: 99083.74148567443 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151254.68218475184, tolerance: 99248.69885825254 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151244.55144580078, tolerance: 99410.58887054869 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151159.33685243683, tolerance: 99571.46854070101 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150757.192969931, tolerance: 99723.95611522316 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150741.98827421997, tolerance: 99869.90573681497 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155029.1135518969, tolerance: 99996.25421038357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156717.39370145267, tolerance: 100132.87106131959 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156610.86761379408, tolerance: 100279.01557962404 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156500.72971873055, tolerance: 100421.73723616412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155792.01899917494, tolerance: 100566.1290178188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155160.06738438224, tolerance: 100709.37418460911 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 154111.19130333816, tolerance: 100864.20949449166 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153746.11013699655, tolerance: 101014.95259574047 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153374.79649691947, tolerance: 101166.63689944068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153527.52790402135, tolerance: 101315.23522910837 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153400.81240051863, tolerance: 101467.69012950345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153962.51795452333, tolerance: 101614.74547773591 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155695.62526260992, tolerance: 101754.30979977864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 157402.27393033437, tolerance: 101892.54735621836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 157708.51993363874, tolerance: 102036.23679460182 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 158174.67247404938, tolerance: 102177.88137568915 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 158805.81108966173, tolerance: 102316.65356688864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160577.7383226115, tolerance: 102448.63430385185 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160850.45441441188, tolerance: 102586.3425271878 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160706.93012698737, tolerance: 102727.13085406447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160116.56468430418, tolerance: 102875.44475337345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 159771.29904709326, tolerance: 103027.08414509596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 159660.20792595937, tolerance: 103174.23976665577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 159733.48642892644, tolerance: 103318.81297336766 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160206.74121673687, tolerance: 103456.17761194168 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160714.1053586291, tolerance: 103592.06298439206 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 161996.80855174194, tolerance: 103721.73641148907 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162319.9362624056, tolerance: 103857.18786699117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162937.7532084543, tolerance: 103988.56748191682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163429.40149477424, tolerance: 104119.12409492841 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163085.61510844482, tolerance: 104260.00822783585 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162798.70367288735, tolerance: 104400.43002678514 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162902.6078754967, tolerance: 104547.59284640825 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163949.5437616419, tolerance: 104701.71368610348 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164711.82957849134, tolerance: 104853.42728183224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164921.82893320086, tolerance: 105002.71367475743 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165383.31349472716, tolerance: 105155.2967965764 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165172.45019439753, tolerance: 105305.47020496403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164704.4959426848, tolerance: 105454.46402978392 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164101.95962420272, tolerance: 105600.77210355087 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164380.47317046806, tolerance: 105752.78043978885 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164618.87274993793, tolerance: 105905.03472214402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165191.33053850336, tolerance: 106059.29114837288 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165092.7375053293, tolerance: 106209.99792934935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165764.40741206432, tolerance: 106366.01388439778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165718.9071082475, tolerance: 106519.50355592534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165746.65625006895, tolerance: 106673.75645613809 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164972.27946245787, tolerance: 106821.36275818858 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164320.79661287923, tolerance: 106966.35620231727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164027.3141152013, tolerance: 107114.67478546203 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163853.3146908722, tolerance: 107261.81160177529 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163834.68069345824, tolerance: 107409.96141616438 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163784.43925057078, tolerance: 107555.07645643245 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163856.50789410627, tolerance: 107703.12351937633 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164152.79901484703, tolerance: 107854.8033801167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164094.69653708182, tolerance: 108000.77131082118 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164138.4893196646, tolerance: 108149.24813606695 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164506.66342700302, tolerance: 108303.16640643228 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164718.48685966514, tolerance: 108456.24629926801 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164954.5341335483, tolerance: 108610.60484265361 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165377.92753245257, tolerance: 108767.94348373303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165743.85290476418, tolerance: 108925.98915101057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166374.79363420527, tolerance: 109087.58325429774 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166866.58131523337, tolerance: 109249.28007266458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166700.57713857933, tolerance: 109406.71864158146 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166234.37559252925, tolerance: 109561.18900730685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166109.7179553633, tolerance: 109719.0347711926 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165719.24174297487, tolerance: 109873.01376012374 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165418.3404440767, tolerance: 110023.04686034785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165359.808981666, tolerance: 110175.55883190733 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165461.49712434487, tolerance: 110322.64852715161 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165658.0690856199, tolerance: 110469.03538524843 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166654.50964147557, tolerance: 110608.29303219453 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167225.6433113448, tolerance: 110750.12109977055 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167497.37738524377, tolerance: 110893.662192254 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167602.72882866446, tolerance: 111037.32314361802 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167381.05068569578, tolerance: 111184.30145443218 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167093.56522001594, tolerance: 111333.78011611148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167030.9913971881, tolerance: 111487.26793514415 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167139.99436244546, tolerance: 111641.59358597656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167213.12628980464, tolerance: 111793.43651560009 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167214.5898623739, tolerance: 111942.16027765695 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167234.74252410128, tolerance: 112093.69919256218 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167499.761351139, tolerance: 112250.10627827492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167610.5647162007, tolerance: 112404.7092246667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167658.45702793862, tolerance: 112558.14969654115 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167943.21902080288, tolerance: 112715.6087938969 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168047.24630010544, tolerance: 112871.95200940769 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168248.9699569996, tolerance: 113030.21555572117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168383.0825449216, tolerance: 113188.11331877239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168661.0854130041, tolerance: 113347.96099751865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168883.89497504852, tolerance: 113508.37426292694 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168980.27642086102, tolerance: 113668.29005382783 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169241.75061368756, tolerance: 113830.11710655222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169256.48514193005, tolerance: 113990.83787605693 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168955.92252224457, tolerance: 114149.69914096635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169196.52605476428, tolerance: 114312.36018452872 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169488.40084462916, tolerance: 114475.78320400935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169191.76589510136, tolerance: 114635.69802155645 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168604.73271631118, tolerance: 114791.8579824064 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168382.9596842694, tolerance: 114950.56644009352 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168014.9755580523, tolerance: 115107.23697595055 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167747.84475590085, tolerance: 115262.57260859698 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167640.82176485946, tolerance: 115416.07574389337 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167648.4007001359, tolerance: 115570.27768515413 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167701.68391436915, tolerance: 115723.45237882105 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167986.66876614426, tolerance: 115872.89700346532 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168873.04081710026, tolerance: 116017.15504416308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169240.43692779943, tolerance: 116165.10924147973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169785.23173686874, tolerance: 116310.96400615893 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 170263.10488175187, tolerance: 116456.24201753571 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 170582.0714776773, tolerance: 116601.41633966347 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 171170.2772197412, tolerance: 116744.24117072833 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 172229.50821906203, tolerance: 116884.23137795048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173075.09824245452, tolerance: 117024.04693898743 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 172566.23642532228, tolerance: 117171.44034625402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 172837.14538702506, tolerance: 117313.56892468684 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173024.73278625985, tolerance: 117455.60714474054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173560.4812316199, tolerance: 117595.30283327981 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173773.3194214898, tolerance: 117736.83925960756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173958.15052433044, tolerance: 117878.81888929445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 175143.9206324821, tolerance: 118014.34672394798 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 176142.4931631022, tolerance: 118148.23659670871 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 177560.6184305331, tolerance: 118278.65356399554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 179834.36486602513, tolerance: 118403.97679237684 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183871.5471041536, tolerance: 118521.60755778068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184139.7325115428, tolerance: 118649.04351292957 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184096.65140211137, tolerance: 118776.55991571103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184910.43284837395, tolerance: 118898.54949211875 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185723.40784243215, tolerance: 119018.79335841139 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184909.764404564, tolerance: 119149.45991837316 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184510.70914670496, tolerance: 119281.97907062033 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184306.58152581647, tolerance: 119414.21163117123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184247.67406017287, tolerance: 119546.96320277241 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184474.33550491103, tolerance: 119672.14674871975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184574.63107179914, tolerance: 119797.20661532474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184573.46963220197, tolerance: 119925.65446386849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184800.16449577064, tolerance: 120058.44175355087 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185966.98049199808, tolerance: 120198.38517864085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186786.1705634069, tolerance: 120336.3769722893 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187696.8180291243, tolerance: 120476.0187911954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188157.88567481394, tolerance: 120615.25254149409 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188494.35100769624, tolerance: 120755.76404928547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188500.02555961278, tolerance: 120896.1764388835 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187565.55479107494, tolerance: 121031.26362281835 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186427.05784208275, tolerance: 121164.21240709024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184756.71345339052, tolerance: 121289.37928594618 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183353.03249478847, tolerance: 121411.25382155126 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183030.2422399038, tolerance: 121540.20465132587 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183194.0449785543, tolerance: 121670.69665314133 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183042.72482126165, tolerance: 121797.20222612651 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182932.07323870723, tolerance: 121922.65433029474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182559.4114701085, tolerance: 122042.52668722723 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182170.30397056555, tolerance: 122163.417038536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181967.55421154396, tolerance: 122278.85519401183 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181948.77109327822, tolerance: 122398.48230289762 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181986.6901759843, tolerance: 122519.66957300644 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182038.8448330614, tolerance: 122638.01792945371 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182068.9787725487, tolerance: 122757.6206126511 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182347.16726489877, tolerance: 122871.37576910196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182594.19609803706, tolerance: 122985.17183371754 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182675.0807008609, tolerance: 123101.03632704988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183202.51664981246, tolerance: 123228.2482384801 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183354.35783447645, tolerance: 123349.8452235269 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183428.60441870487, tolerance: 123469.68409604269 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184020.94565438555, tolerance: 123595.33872404175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184839.70076381444, tolerance: 123723.29430960212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185016.20163856953, tolerance: 123849.19650422536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184846.97993017983, tolerance: 123972.57952079091 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184042.72010384675, tolerance: 124091.74470800128 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182601.10171274195, tolerance: 124204.69037397509 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181704.56221319234, tolerance: 124319.87921605077 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180998.02235719637, tolerance: 124431.39970520414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180848.0472005718, tolerance: 124534.43987262077 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180924.47317617526, tolerance: 124639.52752819256 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180994.27290620128, tolerance: 124751.06788031288 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181223.65191247052, tolerance: 124864.54981259526 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181770.71583326446, tolerance: 124980.95675611458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182549.8019466811, tolerance: 125098.49077050999 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182798.73924528708, tolerance: 125213.0026245781 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181763.429918663, tolerance: 125319.7126053811 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183262.05040466058, tolerance: 125440.09898723202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183754.86464169848, tolerance: 125557.36561014524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182721.63067859923, tolerance: 125667.15810953898 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181980.9376268818, tolerance: 125776.41134743836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181613.73230956885, tolerance: 125886.6815673707 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181530.2235106184, tolerance: 125999.56773577417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182322.46684675955, tolerance: 126115.33256817964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182768.00010153148, tolerance: 126229.3057616645 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183464.0859755114, tolerance: 126344.99596260606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184056.50791343642, tolerance: 126461.27440841061 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185503.4173215793, tolerance: 126581.55719014323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186210.57272106266, tolerance: 126700.63217456175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186763.79478306894, tolerance: 126819.76607382823 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188302.90959804703, tolerance: 126942.73065872556 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189673.18754272923, tolerance: 127066.54130912843 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189962.24555143822, tolerance: 127188.82526903645 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189888.6144014976, tolerance: 127310.52358551248 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190375.5882773387, tolerance: 127434.24433859304 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191346.17883723055, tolerance: 127560.08025793843 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191379.08533601736, tolerance: 127684.16959428036 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192016.72901043636, tolerance: 127809.90583359318 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190498.4138950085, tolerance: 127930.29725308849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189444.2827961218, tolerance: 128051.73316838407 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188472.92136815272, tolerance: 128172.69771327544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187200.50120245008, tolerance: 128291.15451697391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185903.45411986433, tolerance: 128407.77923842845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184487.86304886697, tolerance: 128520.5787105053 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184075.55248187832, tolerance: 128636.68640989203 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183505.34007029628, tolerance: 128750.30804255462 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183173.7214199223, tolerance: 128863.29787488822 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183289.30204930063, tolerance: 128978.55284264436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182961.64774816573, tolerance: 129088.4673678638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182598.44243322389, tolerance: 129193.67869917999 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182993.79624052878, tolerance: 129294.07354849887 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183805.85232047623, tolerance: 129393.961537949 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184943.88639819325, tolerance: 129492.44687594043 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184881.88586873678, tolerance: 129595.28781137422 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184929.88310371907, tolerance: 129696.1520704435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185645.0872802222, tolerance: 129793.41703886061 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186113.15710353406, tolerance: 129890.92058001281 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186780.5751647458, tolerance: 129987.02093347993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186980.86184707598, tolerance: 130084.52803710524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186570.6916847219, tolerance: 130184.48105642239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185995.88791734923, tolerance: 130286.04157878977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185683.23635720828, tolerance: 130388.16054986032 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185985.78644612507, tolerance: 130484.03157249306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187822.3426045479, tolerance: 130569.74196891919 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188700.47431665723, tolerance: 130658.70877949268 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190538.58614507163, tolerance: 130741.91889439445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191555.3319323179, tolerance: 130826.36958166938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192295.6742095825, tolerance: 130906.62714676512 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192357.23200791914, tolerance: 130990.54582191282 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191585.973246972, tolerance: 131069.36596892893 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193980.39758838096, tolerance: 131144.57908477887 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 197002.51236080853, tolerance: 131218.99106010818 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 196477.09174147947, tolerance: 131297.27850206313 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 194727.057477222, tolerance: 131377.8450336544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195247.30365059627, tolerance: 131463.7767662226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195832.35884665488, tolerance: 131544.42411225606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195985.94577833317, tolerance: 131624.1020479501 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 196400.79152994245, tolerance: 131705.99207822222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195992.05372956264, tolerance: 131785.2728237669 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191643.30949489283, tolerance: 131857.67858772885 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193159.97917986958, tolerance: 131929.52726800894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192275.80980067924, tolerance: 132009.7648476584 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192304.82023307122, tolerance: 132085.92045032565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193093.42933412647, tolerance: 132163.6704517736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 198059.63693577063, tolerance: 132246.9316873897 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 200215.25432612904, tolerance: 132329.7255092186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 203134.9543862759, tolerance: 132415.7410483777 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 205207.65654872404, tolerance: 132501.0354467608 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207630.1500635585, tolerance: 132588.57080495232 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 214289.2640177336, tolerance: 132684.97857139315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 221167.74103679764, tolerance: 132784.443930382 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224581.78250362037, tolerance: 132881.76843073044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224634.52973182575, tolerance: 132975.43822788357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 222224.05328735683, tolerance: 133066.23296580825 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 221358.08393108184, tolerance: 133160.72375930357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 221375.97306501886, tolerance: 133256.3239985551 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 223862.8423492973, tolerance: 133355.56599471436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 225554.17214708717, tolerance: 133454.07778869453 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228390.17589675594, tolerance: 133555.97246228205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230045.87652381713, tolerance: 133658.0503785401 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229219.52195118013, tolerance: 133756.33855692236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229730.16746844642, tolerance: 133858.21768326327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229726.94053634466, tolerance: 133959.45534055 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229326.7682268757, tolerance: 134060.21211932675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228632.43909554026, tolerance: 134159.8194564707 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228128.61724330473, tolerance: 134259.33862279708 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 226958.66481788806, tolerance: 134356.9533207345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 226332.74651628957, tolerance: 134455.19518917188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 225968.80554993628, tolerance: 134553.52402407548 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228162.4523569767, tolerance: 134659.01258959156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230047.856272926, tolerance: 134765.2039503642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231612.64553543116, tolerance: 134872.0941741779 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234007.0593839973, tolerance: 134983.32530074622 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235224.8497363768, tolerance: 135093.8117690434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234634.39438195818, tolerance: 135200.0481151573 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234226.44174435572, tolerance: 135307.1179482446 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233239.10127913504, tolerance: 135411.03178237428 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232149.42493187246, tolerance: 135512.90815893302 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231138.50260363016, tolerance: 135610.80064307203 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230680.17150486237, tolerance: 135710.214490829 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230506.28369631583, tolerance: 135810.58145909826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230632.234444744, tolerance: 135912.22632495518 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231279.4089471273, tolerance: 136017.20018203897 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231440.06015401534, tolerance: 136119.4010076396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231668.67202751595, tolerance: 136222.99088171954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231556.708904282, tolerance: 136324.13579346795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231321.09593367093, tolerance: 136423.14952057338 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231148.83256281438, tolerance: 136522.43776334648 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231029.8290189466, tolerance: 136618.89056592516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231165.79955998185, tolerance: 136711.10709949923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231434.6517620298, tolerance: 136802.25345844912 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231802.53280125966, tolerance: 136892.25628676708 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232003.41281885008, tolerance: 136983.03341217362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231982.03490234073, tolerance: 137075.81884860474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231897.75870246076, tolerance: 137171.2859389004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231870.7560230646, tolerance: 137264.46694644564 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231913.28450857376, tolerance: 137356.33426624408 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231988.63392746315, tolerance: 137447.83422758162 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232125.70029368362, tolerance: 137538.23401990323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232139.1123562244, tolerance: 137631.51864902332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232152.47532159538, tolerance: 137724.4368409481 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232238.36703405864, tolerance: 137819.73377160192 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232329.47980828432, tolerance: 137914.5724896435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232340.3021573276, tolerance: 138006.4567473641 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232542.0019531857, tolerance: 138092.91616264946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232603.9646853703, tolerance: 138180.89104642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232862.57098173763, tolerance: 138265.64393206866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233096.55295109298, tolerance: 138350.13645635542 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233125.29622133722, tolerance: 138439.83285966096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233227.6529866503, tolerance: 138530.94832081432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233263.52622811135, tolerance: 138619.54096069967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233422.68322857376, tolerance: 138710.39030643256 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233488.6964490641, tolerance: 138799.9465597647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233605.22540018588, tolerance: 138890.87691851537 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233635.04490551236, tolerance: 138980.99897002737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233476.55234175123, tolerance: 139067.38292178456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233351.25780953415, tolerance: 139150.18829063154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233297.0439284514, tolerance: 139236.44398529248 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233445.8419019055, tolerance: 139325.0115007946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233688.8045856552, tolerance: 139414.10925969417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233917.91371879872, tolerance: 139502.9472656385 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234266.47124702818, tolerance: 139593.0399945293 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234603.73966809135, tolerance: 139684.01235087813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234967.61858889574, tolerance: 139775.891514855 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235060.3139653132, tolerance: 139866.53299678958 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234804.60678380716, tolerance: 139954.53823565022 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234634.4883420628, tolerance: 140043.26604603435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234221.12715589587, tolerance: 140128.091693904 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233945.49736642808, tolerance: 140212.88508828773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233876.0332411646, tolerance: 140298.90846303263 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233898.15314444067, tolerance: 140385.12751867427 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233888.7889911391, tolerance: 140470.48785065883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233838.85515624832, tolerance: 140554.23260356075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233828.03527999046, tolerance: 140638.6311516766 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233727.48080303124, tolerance: 140719.43734398152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233701.3825087219, tolerance: 140801.93623895114 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233703.379063459, tolerance: 140881.87155394378 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233723.0921683242, tolerance: 140963.23959331118 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233748.36858811742, tolerance: 141044.01454231405 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233968.08283086732, tolerance: 141128.93348420033 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234104.8189003733, tolerance: 141212.7877538057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234106.07121403413, tolerance: 141293.4184387882 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234112.9058459099, tolerance: 141371.7273640566 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234351.25549847813, tolerance: 141446.60557297216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234487.8952083981, tolerance: 141522.26098390608 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234618.5638452121, tolerance: 141597.79278449193 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234707.9335923679, tolerance: 141673.10387477238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235255.6988574187, tolerance: 141744.06933500763 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 236358.85788824141, tolerance: 141811.59207596586 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 236953.00722562312, tolerance: 141880.21922170423 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 240003.01459631004, tolerance: 141940.21659737173 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 242626.8501458452, tolerance: 141999.27380361586 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 245371.6619157347, tolerance: 142055.7918648957 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249400.4317432869, tolerance: 142107.6556312481 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253442.82179404705, tolerance: 142156.8472212112 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253179.3142837116, tolerance: 142211.45319622676 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252216.53950404975, tolerance: 142267.36142491843 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251328.1166811121, tolerance: 142322.48126371886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250061.31928247993, tolerance: 142379.32328410068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248795.6278138487, tolerance: 142439.57257411393 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248222.00280050415, tolerance: 142499.44166630026 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247903.16163218202, tolerance: 142561.2947993265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248090.28204915146, tolerance: 142626.4766632338 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248414.46528943753, tolerance: 142691.22077509848 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248790.01486321178, tolerance: 142756.23624837224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248898.82274351595, tolerance: 142819.80759902034 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248781.32823241918, tolerance: 142882.4646199348 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249361.2431998669, tolerance: 142949.00722460123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250678.85966238595, tolerance: 143018.24785696316 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251512.4086182093, tolerance: 143086.5187631387 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252118.12764427555, tolerance: 143154.50290117896 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252882.02619440635, tolerance: 143223.72823927784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252224.84992558806, tolerance: 143289.58158988963 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251225.8972054198, tolerance: 143354.0552903903 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250709.21724025428, tolerance: 143419.302863591 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251221.074148559, tolerance: 143487.21915703788 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251443.11195359458, tolerance: 143554.28324444522 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251820.50402476313, tolerance: 143621.40521875254 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252985.04436210266, tolerance: 143690.97797554964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254053.89726624853, tolerance: 143761.29541019956 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253314.82619428827, tolerance: 143827.25870761313 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252009.83532496204, tolerance: 143890.23922935233 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250971.4385909537, tolerance: 143953.2079309176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251197.44428532978, tolerance: 144020.08478737465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251694.76193138337, tolerance: 144087.45870135928 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253040.81809820974, tolerance: 144157.41333431003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255013.7037844708, tolerance: 144230.06173508122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256214.0647626183, tolerance: 144302.17771686442 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257007.7808087498, tolerance: 144374.74804876518 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257541.869627612, tolerance: 144447.60844411742 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257671.88992784917, tolerance: 144520.1194072774 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258685.21183681936, tolerance: 144596.19683261 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259568.44266204326, tolerance: 144672.632135085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260230.2156980539, tolerance: 144749.23522068697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260480.41192868917, tolerance: 144825.19882838108 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261152.02304573392, tolerance: 144903.32849009315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261120.41654103092, tolerance: 144979.9677367995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260859.76118526724, tolerance: 145055.6120929624 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261162.1875860009, tolerance: 145133.57683908488 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261702.95800539883, tolerance: 145212.7841054862 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261743.35614311806, tolerance: 145290.57522316327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261196.1705005492, tolerance: 145364.6973472977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261054.3572961706, tolerance: 145440.83199446474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260884.65095602348, tolerance: 145516.82348354813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260582.14998563373, tolerance: 145591.14697779858 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260800.36379074072, tolerance: 145668.04940141458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261988.3881016371, tolerance: 145749.48523767546 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262717.76518340455, tolerance: 145830.32242672727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262947.1838136879, tolerance: 145909.5738346033 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262675.63486508577, tolerance: 145985.57407741834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262333.2544060494, tolerance: 146061.01035661736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262058.10896117135, tolerance: 146136.48825097637 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261882.95211665976, tolerance: 146208.91184384085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261836.4914667438, tolerance: 146281.95645070015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261889.713488754, tolerance: 146356.92809794785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262031.0884717043, tolerance: 146433.37711030757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262248.866034083, tolerance: 146510.9791458762 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262316.23946016823, tolerance: 146586.88143619077 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262402.7564941214, tolerance: 146663.63802923268 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262451.745186125, tolerance: 146740.3401492851 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262531.2405937852, tolerance: 146817.85872187212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262699.6617458528, tolerance: 146896.7370506174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262908.7878370703, tolerance: 146976.29500723965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262910.98523423274, tolerance: 147053.5487206377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262907.74792080466, tolerance: 147131.95258785196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263224.5919029481, tolerance: 147212.23193937488 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263711.3883730933, tolerance: 147293.80076730027 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263761.29947305185, tolerance: 147373.98595842306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263640.4760013898, tolerance: 147453.41139369243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263271.22099471616, tolerance: 147531.83439980866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262938.24977134116, tolerance: 147610.4946196832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262406.0748454394, tolerance: 147687.2119995068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261918.0745446685, tolerance: 147762.66277660307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261740.86212782736, tolerance: 147839.45879791043 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261343.00988856604, tolerance: 147913.01399459396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261241.28349068965, tolerance: 147988.50984752085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261047.6564511821, tolerance: 148062.04281030913 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260832.8614060824, tolerance: 148134.1525810607 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260772.74821223857, tolerance: 148207.76480960308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260846.20713259876, tolerance: 148282.04785535514 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260922.22407311056, tolerance: 148356.51377886816 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261013.85330462793, tolerance: 148430.92970803776 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260858.0721997617, tolerance: 148499.84597348986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260746.12990810833, tolerance: 148570.9143326151 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260885.69007291074, tolerance: 148644.8024047183 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260902.84130512935, tolerance: 148717.3097698135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260858.7157112232, tolerance: 148785.15544570886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260854.40110098774, tolerance: 148852.26407478814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260848.14386948966, tolerance: 148918.2996285547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260804.26904893125, tolerance: 148983.78286733333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260865.18139569566, tolerance: 149051.8785447797 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261188.54345356493, tolerance: 149122.5820438602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261375.47300262464, tolerance: 149192.5295150728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261742.32805975684, tolerance: 149264.3192216541 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261976.11504577348, tolerance: 149335.75378305576 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261911.50904440592, tolerance: 149405.11303317017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261691.91279585788, tolerance: 149471.03371379903 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261587.00718010942, tolerance: 149539.34218431663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261345.4095747816, tolerance: 149604.85393886853 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261264.0510301522, tolerance: 149671.80194886678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261695.80203006207, tolerance: 149741.98292822315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262088.54866457987, tolerance: 149812.1441945776 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262385.7699103332, tolerance: 149882.37959128933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262545.08054147515, tolerance: 149952.07505168128 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263412.8275380236, tolerance: 150026.00405062473 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265054.0357224862, tolerance: 150103.7628346709 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265927.48745674506, tolerance: 150180.1571868497 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267343.87820196257, tolerance: 150259.4735684309 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267983.1186003892, tolerance: 150337.84844017072 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268482.24654603726, tolerance: 150417.413800786 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268854.679398193, tolerance: 150497.6724687354 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268946.31678821135, tolerance: 150577.43877095898 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268365.4970611671, tolerance: 150655.15327029204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267848.7229240565, tolerance: 150732.67025529782 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267920.2723167989, tolerance: 150812.5019398362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267950.2976264058, tolerance: 150892.2118002503 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268214.5128771571, tolerance: 150972.7573298486 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267753.1088109103, tolerance: 151050.0143889489 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267383.50294757634, tolerance: 151127.56513631932 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266900.05359141325, tolerance: 151204.24462089414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266255.5808035234, tolerance: 151277.99293398464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265923.5271780271, tolerance: 151352.87061489638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265891.88367131876, tolerance: 151428.79376309775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265958.91194534575, tolerance: 151505.1951106122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266035.45729236444, tolerance: 151581.43564925628 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265948.5281699796, tolerance: 151655.9657727378 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265750.23161938076, tolerance: 151728.5355965708 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265617.21160946024, tolerance: 151801.25394308686 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265532.68953535904, tolerance: 151873.34627087202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265516.19921437703, tolerance: 151945.8623254294 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265533.4669418776, tolerance: 152017.09682480994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265586.4218714051, tolerance: 152090.4743426929 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265739.6800174017, tolerance: 152159.32431972923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265804.8173653312, tolerance: 152229.38320124356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265953.6566939573, tolerance: 152298.02191387795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265988.73954128125, tolerance: 152370.9940089492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266021.44100740895, tolerance: 152443.56197701095 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266047.7818950177, tolerance: 152515.84596031808 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266087.9855370987, tolerance: 152588.23738528226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266146.8200078244, tolerance: 152657.69688346592 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266243.24369663803, tolerance: 152726.0049388857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266407.6421380673, tolerance: 152793.01565757394 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266550.8041838074, tolerance: 152859.74412220024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266896.6999769547, tolerance: 152924.00836119542 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267364.7456670031, tolerance: 152986.53150164636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267469.1551504455, tolerance: 153050.8714383616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267444.83223588916, tolerance: 153116.7403775941 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267428.01140636054, tolerance: 153182.2907308072 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267480.91383589106, tolerance: 153246.04090587504 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267841.021929353, tolerance: 153306.50921190524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268128.0898981144, tolerance: 153366.47429568533 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268242.8811281339, tolerance: 153432.67976047524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268252.4730744909, tolerance: 153496.32228857314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268356.09079495945, tolerance: 153557.11226266643 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268391.4243636258, tolerance: 153620.98206897368 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268734.24066361535, tolerance: 153688.52428375775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268905.5152396776, tolerance: 153755.03888346092 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269211.48636211857, tolerance: 153822.71567448112 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269663.8570753555, tolerance: 153891.76389734616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269643.5602947572, tolerance: 153958.3783014113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269418.7390373483, tolerance: 154023.03781483092 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269305.21085248067, tolerance: 154088.6780430894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269402.3007686365, tolerance: 154156.1118652417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269274.4385842557, tolerance: 154221.37492647476 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269128.23352244275, tolerance: 154285.13853145204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268987.18059245683, tolerance: 154347.79641139176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268838.7053734273, tolerance: 154409.97024659283 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268738.89716637804, tolerance: 154472.5257616469 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268659.005628531, tolerance: 154530.95619977836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268538.07515301317, tolerance: 154589.3787688701 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268491.8107136396, tolerance: 154649.20821104638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268335.14844450774, tolerance: 154705.86148501516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268123.5617214411, tolerance: 154762.26208910023 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268031.7824461445, tolerance: 154819.13675213736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267568.81508325855, tolerance: 154873.44673668547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267266.40892247576, tolerance: 154928.73395016778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266863.32739476487, tolerance: 154982.43272570142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267193.9436721189, tolerance: 155035.78783409024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267458.55942125287, tolerance: 155093.43936982012 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268378.92509506893, tolerance: 155151.22903108172 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268378.1019757844, tolerance: 155206.4316736184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267968.20674161497, tolerance: 155259.60869473626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267827.1961970091, tolerance: 155310.30565939334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268773.81441439956, tolerance: 155361.505513147 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270316.11387518205, tolerance: 155410.35220305988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272059.08723460574, tolerance: 155458.82696026348 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271424.6069665778, tolerance: 155509.70545732608 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270900.0570427507, tolerance: 155560.45889849897 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272253.73958774656, tolerance: 155608.2330194641 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276373.94585413614, tolerance: 155653.19992700938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276794.77555186866, tolerance: 155698.9542852998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276648.04392484, tolerance: 155749.5638663886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276569.1091432675, tolerance: 155798.46557199353 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276795.8611108721, tolerance: 155844.04056337435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277932.2537044866, tolerance: 155885.3442817011 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278585.1563632059, tolerance: 155927.53293810596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279256.20466475363, tolerance: 155968.94167244222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279708.92034496996, tolerance: 156009.8997223349 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280401.0010709389, tolerance: 156048.70566994022 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280611.4274925428, tolerance: 156088.14332716665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281575.73913070426, tolerance: 156124.5603037062 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283895.2152045171, tolerance: 156157.00561264015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287319.2443666134, tolerance: 156186.3455287022 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291220.6596525555, tolerance: 156213.33052902648 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291220.9214877404, tolerance: 156245.27082402154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290914.5871806209, tolerance: 156276.6714270607 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289984.22538723826, tolerance: 156309.6738126883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289134.38655438484, tolerance: 156348.18194406747 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288703.303650199, tolerance: 156387.15941534922 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288861.63906559313, tolerance: 156427.24212308828 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288866.0128373533, tolerance: 156463.97777840897 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288962.29810148384, tolerance: 156498.27423917202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289579.9827635813, tolerance: 156529.18184855772 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289608.1542408342, tolerance: 156562.92292405275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289673.8576125117, tolerance: 156598.68614089533 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290469.0533005047, tolerance: 156637.9569902253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291398.8854313344, tolerance: 156677.6210798725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292081.2988827123, tolerance: 156716.6715975205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291960.245460005, tolerance: 156753.30616768595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292883.1843919249, tolerance: 156794.34622596393 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294014.43281248916, tolerance: 156836.752827744 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294848.50917603297, tolerance: 156878.9601383845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296798.5103167701, tolerance: 156924.05790709035 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294961.91116294055, tolerance: 156967.38399581597 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293795.67589160224, tolerance: 157012.28772776623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294297.53489352926, tolerance: 157058.98970007215 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294045.4623540708, tolerance: 157102.7472173853 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293896.87408603454, tolerance: 157147.44065946204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293553.84726451954, tolerance: 157190.38884451496 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296657.86985399376, tolerance: 157231.13752845943 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295580.51508244954, tolerance: 157271.87076631936 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294883.88170097175, tolerance: 157312.37699923097 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293699.39013597445, tolerance: 157348.1787654939 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293200.6148794434, tolerance: 157385.83875769938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292816.039312138, tolerance: 157421.7642689728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292787.072572347, tolerance: 157459.47620501652 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293019.840544591, tolerance: 157498.30045620172 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293433.5853543328, tolerance: 157537.9477636781 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293737.31607826176, tolerance: 157577.57237309063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293610.05896075367, tolerance: 157614.4040933659 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293477.277647364, tolerance: 157651.5827330725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293375.53971719265, tolerance: 157688.91289698178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293243.71096535935, tolerance: 157724.12004809317 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293224.9438792999, tolerance: 157758.84148139067 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293639.2403370127, tolerance: 157790.5454718601 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293956.223000743, tolerance: 157822.4779129822 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294455.40142599, tolerance: 157853.09790579832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295203.18337122514, tolerance: 157882.13919944732 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295188.48049686395, tolerance: 157913.41256490847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294908.6761429123, tolerance: 157946.4142311613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295070.97144081735, tolerance: 157976.318289606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295454.8826662111, tolerance: 158004.91008240232 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295262.9411008357, tolerance: 158037.09289158107 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295347.1084788881, tolerance: 158067.04164118232 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295534.4766769249, tolerance: 158096.01308433045 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296012.2973709352, tolerance: 158123.036353128 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296795.43325715757, tolerance: 158148.488204618 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297025.84877160715, tolerance: 158175.2923807356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297625.68794825807, tolerance: 158199.883776364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297481.8254492573, tolerance: 158227.23840143654 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297552.95359550475, tolerance: 158257.97140862275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297894.08287402464, tolerance: 158289.38173486534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299893.5857607956, tolerance: 158325.4096927359 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300720.282280247, tolerance: 158358.92637753682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302031.243138482, tolerance: 158394.69503863997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303085.94258737064, tolerance: 158431.08141664948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304576.0104566555, tolerance: 158469.33471656637 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304957.57614978217, tolerance: 158506.40864570244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305562.34572013095, tolerance: 158544.2083887024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305115.5140452371, tolerance: 158580.34369848948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305382.31708113954, tolerance: 158618.3174029919 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305120.50210583943, tolerance: 158655.37618731643 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304592.87907872844, tolerance: 158691.4519669412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304546.3182038922, tolerance: 158728.55748723153 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304327.4441366184, tolerance: 158765.0565694425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304832.47504166584, tolerance: 158803.4093258215 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305693.33206680027, tolerance: 158842.67664276523 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306736.82050331007, tolerance: 158882.8248693655 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307881.4908510721, tolerance: 158924.03427477958 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307586.62705384014, tolerance: 158962.5717132466 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306844.6433957104, tolerance: 159000.12730658223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305678.11474609235, tolerance: 159035.4380195893 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304960.8432935327, tolerance: 159071.55098602554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304500.5974596511, tolerance: 159107.60775416662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305080.3426717174, tolerance: 159146.31658920474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305845.02904119075, tolerance: 159185.71412212524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306111.6646342316, tolerance: 159223.92567868502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306123.0677208381, tolerance: 159261.68497847716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306595.0189488433, tolerance: 159301.60797139973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307624.91674066195, tolerance: 159344.04087280884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308253.32367968967, tolerance: 159386.049902662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308804.554756245, tolerance: 159428.3534957546 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308585.9577843578, tolerance: 159468.14451168457 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309017.1215260912, tolerance: 159511.21879963516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309181.929493355, tolerance: 159553.9509061733 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309271.6137351754, tolerance: 159596.44385332387 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309010.6457924049, tolerance: 159637.1527021875 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308764.12019287073, tolerance: 159677.45162321598 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308380.6248192154, tolerance: 159716.3560690058 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308195.52813095343, tolerance: 159755.96603629043 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308008.225407477, tolerance: 159793.0645299074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307965.98166863667, tolerance: 159831.68907247827 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307966.2121787096, tolerance: 159870.3708911061 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307965.0616080975, tolerance: 159908.627321442 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307956.2307976281, tolerance: 159945.39567645246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308073.88064325915, tolerance: 159984.7387054821 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308094.750667386, tolerance: 160023.15151397267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308092.73149922147, tolerance: 160060.10112833156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308124.50955863466, tolerance: 160096.2144933333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308139.27100090944, tolerance: 160133.71858162267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308156.1817136771, tolerance: 160171.4153740758 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308166.6976163653, tolerance: 160208.5057356175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308179.16150623094, tolerance: 160245.24877236562 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308290.6320131575, tolerance: 160280.27775345647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308352.6782866724, tolerance: 160315.77500889765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308394.4243299493, tolerance: 160351.31788151176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305264.10039365763, tolerance: 160390.42289298042 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304128.8089431706, tolerance: 160429.46669599548 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304583.96490482194, tolerance: 160471.0975825908 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306367.7950015827, tolerance: 160511.9410652839 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306356.5423803776, tolerance: 160551.1335342884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307088.0361226061, tolerance: 160592.55930596337 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307509.20112044015, tolerance: 160633.9785078546 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307610.7533234792, tolerance: 160675.22271625188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308034.7149526265, tolerance: 160717.15680705075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307661.46527746436, tolerance: 160757.36186198532 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306962.1424536748, tolerance: 160797.10283832412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305471.0849916681, tolerance: 160835.2377902399 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304162.60241325654, tolerance: 160871.63809071304 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305063.4895098483, tolerance: 160906.92396643411 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306032.86574746575, tolerance: 160943.27904970807 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309321.65425193304, tolerance: 160976.56791220323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309572.4839739924, tolerance: 161008.26479000712 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309638.71731635625, tolerance: 161041.21408405597 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309653.8051533837, tolerance: 161074.82961914974 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309849.8965396856, tolerance: 161106.18893709473 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309847.6721877187, tolerance: 161138.79750706578 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309825.56999327056, tolerance: 161171.9306229076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309891.13440971647, tolerance: 161203.67805769673 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309989.6483985688, tolerance: 161234.9031531826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310119.0889493735, tolerance: 161265.51836660385 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310366.02248139866, tolerance: 161295.19979660274 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310443.10080910655, tolerance: 161325.56466284447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310558.5878421855, tolerance: 161355.18328490475 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310817.27726864896, tolerance: 161383.66335819467 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311012.3372735128, tolerance: 161411.9992905945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310902.5082326721, tolerance: 161442.22644303166 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310845.08825215255, tolerance: 161474.26522037765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310807.9168117018, tolerance: 161505.61889668505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310802.1801555154, tolerance: 161536.0748929781 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310862.8324100711, tolerance: 161567.76001831132 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310860.61070370756, tolerance: 161597.70953714725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310850.5694363744, tolerance: 161628.3134456523 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310826.03104518855, tolerance: 161657.70552780252 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310845.2439116983, tolerance: 161688.15731979467 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310910.86457992526, tolerance: 161719.0328588566 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310918.6440243406, tolerance: 161749.20304058396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310822.91464986507, tolerance: 161777.97671266634 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310804.8364195512, tolerance: 161807.5951484403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310704.69633508247, tolerance: 161836.37145279066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310703.8327719472, tolerance: 161865.87621446804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310595.95454320294, tolerance: 161893.09650970047 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310538.6368424781, tolerance: 161919.61280458857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310490.81601469597, tolerance: 161946.48240324756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310797.22951461084, tolerance: 161976.29694016022 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311124.7349743086, tolerance: 162006.25654567353 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312468.8175926422, tolerance: 162039.52974077736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313745.39125171705, tolerance: 162073.22121013803 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315010.9162424186, tolerance: 162107.79177406756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315841.9827742522, tolerance: 162142.55114985775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313182.1021468432, tolerance: 162179.71766351652 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313788.7806939998, tolerance: 162213.13028788843 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314007.8125091166, tolerance: 162247.76356939625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316354.75189566123, tolerance: 162281.82996060158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315979.5417966461, tolerance: 162315.72426855983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315522.6337845953, tolerance: 162349.03129349017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314961.7812289592, tolerance: 162380.5884327651 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314734.2867656287, tolerance: 162413.3082789733 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315378.89851993293, tolerance: 162448.63782688006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315754.9743860609, tolerance: 162483.43483423078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316157.06205855805, tolerance: 162518.5100336387 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315038.4553010251, tolerance: 162553.70772434564 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314155.6206612055, tolerance: 162588.7055549588 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316114.46245369804, tolerance: 162622.25785286594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315940.16241657047, tolerance: 162656.45550094123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315722.42612019356, tolerance: 162690.26524966373 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316075.3729827155, tolerance: 162726.06691845876 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313844.4790425098, tolerance: 162762.53372804317 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313462.8068459234, tolerance: 162797.6903642119 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313060.63015576685, tolerance: 162834.48102473855 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313039.26802567707, tolerance: 162871.075692362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313264.5811587033, tolerance: 162910.04409634887 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313628.0237387821, tolerance: 162949.9671939259 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313925.82833657804, tolerance: 162988.93072174923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313680.7933720808, tolerance: 163026.32871720218 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313882.9542762316, tolerance: 163065.7068756714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314253.9324889061, tolerance: 163105.45619304106 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314492.9074123224, tolerance: 163145.0833299884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314721.17840018094, tolerance: 163184.62621023183 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315903.3644318264, tolerance: 163225.91470260327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316279.3178610868, tolerance: 163266.74433490392 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316973.5912452299, tolerance: 163308.57548513403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317137.5056666372, tolerance: 163349.78536994997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316672.9563496652, tolerance: 163389.79720241865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316867.7925274853, tolerance: 163431.48213137186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317669.5070003853, tolerance: 163474.68479812273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318054.78222372214, tolerance: 163517.51209671792 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318202.37011858006, tolerance: 163559.9383396239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318587.0492044904, tolerance: 163603.32594230172 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318627.49644871487, tolerance: 163646.39509007137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317817.19909635617, tolerance: 163686.4247745509 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317085.86644219025, tolerance: 163726.31667423106 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316606.6005993053, tolerance: 163766.66972010626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316609.81488707877, tolerance: 163808.0969830251 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316799.46519486693, tolerance: 163849.69166496315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317821.39545093116, tolerance: 163893.66818050723 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318542.8782317661, tolerance: 163937.8688231084 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318856.03069891117, tolerance: 163981.58782950277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319486.7808464896, tolerance: 164027.16395513507 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319993.6343976154, tolerance: 164073.19443148133 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320421.8310012926, tolerance: 164119.83842332417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321274.334844246, tolerance: 164168.50156872053 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322015.2921080487, tolerance: 164217.7026374398 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322347.2445232718, tolerance: 164266.5626874342 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322142.90732938494, tolerance: 164313.77540423634 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322145.25953939377, tolerance: 164362.21293172726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322488.48586817895, tolerance: 164412.41801578016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322778.20054594683, tolerance: 164462.7612590142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322705.8310443098, tolerance: 164511.70167835904 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323364.7077135907, tolerance: 164563.77932265593 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323798.484062671, tolerance: 164615.9816278267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323985.1025289338, tolerance: 164667.94913744638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323698.13800835283, tolerance: 164717.7135357459 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323468.7470390725, tolerance: 164767.60986769933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323046.87139971077, tolerance: 164815.53342154823 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322779.7062845761, tolerance: 164863.70034140188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322572.98097618506, tolerance: 164910.73794943505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322564.2901166073, tolerance: 164959.21928282402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322501.5530553407, tolerance: 165006.36549751618 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322473.28488834936, tolerance: 165053.26843049808 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322508.73893554654, tolerance: 165101.2411001244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322680.8977132008, tolerance: 165150.80244501648 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322712.8247877647, tolerance: 165199.22918185088 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322992.40220572177, tolerance: 165250.28846578402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323252.0336866526, tolerance: 165301.8296055422 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323332.32922322437, tolerance: 165352.55753450864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323295.89600164595, tolerance: 165401.37151253744 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323306.5817377802, tolerance: 165451.50566975662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323344.11442487023, tolerance: 165502.44514134384 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323355.0845039865, tolerance: 165552.88681707904 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323354.7724229365, tolerance: 165602.42554984428 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323411.6278797421, tolerance: 165650.23209336688 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323422.3971304951, tolerance: 165699.64709734998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323505.3338719134, tolerance: 165747.0342739608 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323523.34775059915, tolerance: 165795.70429880964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323536.58335774427, tolerance: 165844.43646624224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323574.2259417441, tolerance: 165892.1872998108 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323614.23081087385, tolerance: 165942.32005922965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323641.08974291524, tolerance: 165992.13958376317 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323658.75032916147, tolerance: 166040.9346140319 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323679.49008213065, tolerance: 166089.47225863804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323694.90471565956, tolerance: 166138.3959725186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323748.0389604463, tolerance: 166185.901212896 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323777.84497340163, tolerance: 166233.76772423007 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323982.83717017923, tolerance: 166279.25502300943 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324125.2113905004, tolerance: 166324.95394424975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324158.78099872445, tolerance: 166371.60236243202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324148.4821409521, tolerance: 166418.71861885895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324125.54430313763, tolerance: 166466.24018775317 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324113.33655378595, tolerance: 166515.10929519715 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324106.4554849019, tolerance: 166563.09123002068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324117.1048009724, tolerance: 166611.96746084423 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324133.35775597446, tolerance: 166660.85839926335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324196.49810955423, tolerance: 166711.0181395675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324272.5320680727, tolerance: 166761.54035429464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324320.6691125167, tolerance: 166811.7636850063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324375.85777608806, tolerance: 166862.4009423341 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324367.6413156495, tolerance: 166911.5877734142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324356.9972684196, tolerance: 166960.85810741142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324358.88366402284, tolerance: 167010.54554455788 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324366.9505587551, tolerance: 167060.2336569963 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324416.59261869476, tolerance: 167110.77048069346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324515.792149944, tolerance: 167162.03703690178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324818.7942472726, tolerance: 167215.31682428997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325132.32991910825, tolerance: 167269.21485195906 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325390.39413442515, tolerance: 167323.3543053148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325434.5528546742, tolerance: 167376.5214257952 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325597.0033984658, tolerance: 167431.18532687725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325543.0580288884, tolerance: 167484.59552766487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325404.43684579246, tolerance: 167536.2220680728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325335.25632823346, tolerance: 167588.6338282909 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325314.0894089474, tolerance: 167641.35783053786 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325278.04448254476, tolerance: 167693.52035533747 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325421.87950862147, tolerance: 167747.7914466945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325499.26273643115, tolerance: 167801.56164892868 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325749.97025600943, tolerance: 167857.33771710767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325871.82336376165, tolerance: 167912.61628416216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325842.02948053554, tolerance: 167965.90013905635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325833.0610580493, tolerance: 168020.08602060238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325878.4862295458, tolerance: 168071.40945812716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326014.1736828876, tolerance: 168121.85326177778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326248.5542871623, tolerance: 168171.38145388942 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326307.37934528466, tolerance: 168222.28073576168 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326483.36889173754, tolerance: 168271.6695730295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326421.2846258315, tolerance: 168324.2271598092 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326369.5149053098, tolerance: 168377.0697933566 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326377.75763639255, tolerance: 168431.31039393178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326434.36327621434, tolerance: 168486.20729786955 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326527.50527098635, tolerance: 168541.82404739625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326555.92712867836, tolerance: 168596.6193288014 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326599.1432395253, tolerance: 168652.14124061097 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326622.24227072846, tolerance: 168707.55469801422 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326683.4443718798, tolerance: 168764.05001042798 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326766.5840177636, tolerance: 168821.1589796287 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326809.1958515821, tolerance: 168877.8487167165 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326861.78874197707, tolerance: 168935.02906318125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326852.96117078164, tolerance: 168990.58644422214 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326855.0843754179, tolerance: 169046.9369785966 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326864.2572028492, tolerance: 169103.48154863087 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326908.7267759915, tolerance: 169157.68546507432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326939.99704452226, tolerance: 169212.38413817057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327005.4375121591, tolerance: 169266.35784216342 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327050.1532126357, tolerance: 169320.6497629239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327076.92856408894, tolerance: 169377.2652182637 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327105.9362674289, tolerance: 169434.0706214059 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327128.4948598349, tolerance: 169490.69094500365 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327168.45819612016, tolerance: 169547.8711482645 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327266.0454833816, tolerance: 169606.3059596602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327289.6376258603, tolerance: 169663.85293360104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327302.73479754303, tolerance: 169721.17269429934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327341.069654633, tolerance: 169779.432151917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327352.27997001086, tolerance: 169836.94608226605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327381.88674675813, tolerance: 169893.52965049158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327420.7236716695, tolerance: 169950.0231856895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327440.0837808756, tolerance: 170008.31989439158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327455.8583058583, tolerance: 170066.5891910791 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327488.44383010775, tolerance: 170123.62552257878 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327577.16679319215, tolerance: 170179.64257767535 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327802.93807339814, tolerance: 170234.2410011025 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327883.2103482423, tolerance: 170290.06273693265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328062.27493581653, tolerance: 170344.5701908176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328154.45200406725, tolerance: 170399.3100691704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328070.1019761126, tolerance: 170456.5552783588 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327997.6637649665, tolerance: 170514.06576104587 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327958.26108260395, tolerance: 170572.26089069562 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327936.0118997538, tolerance: 170630.40881928697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327985.016326648, tolerance: 170690.3796031024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328011.06057619513, tolerance: 170749.80024537607 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328030.2039146788, tolerance: 170808.92063836756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328060.2300302897, tolerance: 170868.8015799756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328084.139211968, tolerance: 170927.40793014 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328104.34712618927, tolerance: 170987.2053578137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328144.2001476914, tolerance: 171045.59147704364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328192.7540016724, tolerance: 171103.79596193568 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328210.69606710016, tolerance: 171163.8613560187 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328234.6705582195, tolerance: 171224.37237176052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328252.7338280581, tolerance: 171283.92877733178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328275.17065945454, tolerance: 171344.57511413717 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328301.22939620947, tolerance: 171405.42242795174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328414.7254333164, tolerance: 171468.2574971294 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328498.0516924927, tolerance: 171531.00037994477 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328607.7984855387, tolerance: 171594.41327613595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328714.0659200647, tolerance: 171658.30774176482 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328759.6573992211, tolerance: 171721.87615756635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328791.4560289526, tolerance: 171785.72998599344 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328992.4972690578, tolerance: 171851.76400289655 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329136.4845194751, tolerance: 171917.813754965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329267.78008733876, tolerance: 171984.22430875327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329302.88026148605, tolerance: 172050.06510061646 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329485.8850315408, tolerance: 172118.1440584185 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329614.8434685873, tolerance: 172186.45190100186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329737.19378393935, tolerance: 172255.1894522414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329893.52669655834, tolerance: 172324.84625802547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329885.4501155617, tolerance: 172392.8233097443 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329897.785103828, tolerance: 172461.6780650795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329874.3156304308, tolerance: 172529.52843717157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329911.4559516825, tolerance: 172598.90884593368 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329952.89386811416, tolerance: 172668.53356121609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330067.48691350105, tolerance: 172739.45168821627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330131.878934623, tolerance: 172810.1804053924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330271.1832007043, tolerance: 172882.39436083965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330315.8828789483, tolerance: 172953.9730681921 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330328.36407110764, tolerance: 173025.1368815052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330439.61214949354, tolerance: 173098.64012745424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330448.71528350015, tolerance: 173170.2039836736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330555.84857331024, tolerance: 173239.1469569201 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330615.13260183233, tolerance: 173309.01722118788 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330708.38198012795, tolerance: 173378.37939493355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330760.7327206921, tolerance: 173448.4203473847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330781.879371954, tolerance: 173518.5793530067 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330899.8453518022, tolerance: 173587.14355719363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330985.1695656929, tolerance: 173656.04030084435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330924.33733021276, tolerance: 173727.29849302713 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330897.3886493669, tolerance: 173798.04851246125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330835.75935367506, tolerance: 173869.75465117223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330761.2522365459, tolerance: 173943.53391102262 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330727.4923004247, tolerance: 174016.3344077891 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330780.79347722745, tolerance: 174088.0526393544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330761.41579026764, tolerance: 174161.66559938283 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330795.12844007864, tolerance: 174234.38275308366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330892.0934234126, tolerance: 174306.27919056415 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331009.5946396661, tolerance: 174377.66511713242 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331158.30357734027, tolerance: 174448.51378513983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331326.38962875784, tolerance: 174519.03200392515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331373.85587212996, tolerance: 174590.31051703147 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331381.6953316168, tolerance: 174661.78747973847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331381.7850490464, tolerance: 174733.25841286764 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331282.2695597834, tolerance: 174806.59517821614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331274.04626608593, tolerance: 174878.74877706767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331270.44990250794, tolerance: 174951.21941197236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331248.4494409921, tolerance: 175024.33399884164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331232.5421713595, tolerance: 175097.77792294027 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331345.5529967471, tolerance: 175169.56426585343 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331547.7393181161, tolerance: 175240.22221107027 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332129.0086747836, tolerance: 175308.09152807217 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333200.86380208924, tolerance: 175373.1607882139 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333556.9675342242, tolerance: 175440.46346175563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334261.68356487947, tolerance: 175505.1435252563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334501.4787091927, tolerance: 175570.8161650278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334258.1759711993, tolerance: 175638.6105294677 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334045.21617853886, tolerance: 175706.15912866965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334226.22415140504, tolerance: 175771.65196629975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334831.3835435298, tolerance: 175834.8281260273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335412.4789278556, tolerance: 175897.76422358098 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335968.26728145924, tolerance: 175960.2756077721 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335791.0729707471, tolerance: 176025.6330469319 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335577.3401332042, tolerance: 176090.7978255527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335155.8416575544, tolerance: 176158.29947815096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334826.6323127471, tolerance: 176226.53701349918 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334640.6086171959, tolerance: 176294.63353774833 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334532.2602813066, tolerance: 176363.70661716352 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334469.7852565876, tolerance: 176434.38047783714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334495.4692922273, tolerance: 176506.52374904152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334520.08027324575, tolerance: 176578.24710019838 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334542.6202856712, tolerance: 176648.67295774954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334571.82245855714, tolerance: 176718.88498622095 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334592.62895277824, tolerance: 176790.07489500626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334692.4105398548, tolerance: 176858.61945957123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334785.4212131079, tolerance: 176926.94333119623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334852.277037685, tolerance: 176995.36741410888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334875.2528081571, tolerance: 177064.738709419 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334893.491273668, tolerance: 177134.30095138017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335034.670121348, tolerance: 177200.93651275444 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335090.2026040405, tolerance: 177268.5349462836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335117.4085404683, tolerance: 177338.75240213049 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335147.62355383683, tolerance: 177409.07130539857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335164.76319740305, tolerance: 177478.53171017766 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335182.59590381803, tolerance: 177548.41203364724 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335296.3566654742, tolerance: 177615.68164764027 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335540.9051022389, tolerance: 177681.55069263396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335871.7015557762, tolerance: 177746.34434264677 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335956.5936311921, tolerance: 177812.77863918003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335982.43083012034, tolerance: 177879.53887331442 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335946.9668527857, tolerance: 177946.61270131433 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335993.551989559, tolerance: 178012.44695526068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336357.7505070071, tolerance: 178075.8134854424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337034.286937744, tolerance: 178137.34024692146 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337317.34462789266, tolerance: 178200.17107690626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337448.00919487665, tolerance: 178263.28262788057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337489.96344323666, tolerance: 178326.251038574 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337469.23017674696, tolerance: 178389.0923517075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337718.258468608, tolerance: 178450.09850921118 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337763.083458913, tolerance: 178512.2549880937 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337850.31780428236, tolerance: 178573.9596426025 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337890.13117426186, tolerance: 178635.73489196564 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337830.98067263927, tolerance: 178698.1893921549 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337747.28777777485, tolerance: 178760.92695918187 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337622.8367339139, tolerance: 178826.48005966202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337550.8272541913, tolerance: 178892.3293930109 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337549.05252404255, tolerance: 178959.20142898348 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337569.5792997345, tolerance: 179025.9650654535 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337601.276147813, tolerance: 179092.80337663382 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337646.2073993853, tolerance: 179160.25244567377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337656.6384834842, tolerance: 179226.3267147248 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337677.1643133406, tolerance: 179293.3467833552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337906.7218211645, tolerance: 179363.32236036702 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338129.62537726026, tolerance: 179433.58187313707 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338150.8181463668, tolerance: 179502.02359939567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338218.2466211017, tolerance: 179571.30777464676 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338142.5066083064, tolerance: 179638.7328072976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338104.4591511598, tolerance: 179707.25542044282 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338103.80524372484, tolerance: 179776.02429894276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338108.5894941978, tolerance: 179844.53238971054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338142.3814162475, tolerance: 179913.52238988492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338135.3485158079, tolerance: 179981.71998877206 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338155.0803778366, tolerance: 180050.58750550653 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338296.93401400384, tolerance: 180121.05517596874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338357.5112998367, tolerance: 180190.94070318557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338342.79258109885, tolerance: 180259.77949975777 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338326.7338293999, tolerance: 180328.42859885137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338325.0335386588, tolerance: 180397.5401449919 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338357.3833920981, tolerance: 180467.4145858801 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338351.1145706224, tolerance: 180535.30318259384 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338367.81674238667, tolerance: 180602.59601687224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338460.9058082913, tolerance: 180668.38258905127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338530.94877207704, tolerance: 180734.50333843837 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338700.4458898423, tolerance: 180799.123139268 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338776.82240241754, tolerance: 180864.32915967703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338810.9402019858, tolerance: 180929.77404408986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338819.7311808052, tolerance: 180995.33672357493 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338858.62781183457, tolerance: 181060.29639072192 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338936.7803616151, tolerance: 181124.4779125366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339080.7942204835, tolerance: 181187.80327031383 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339197.88419285265, tolerance: 181251.04092848598 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339196.99831268436, tolerance: 181315.51052348973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339370.1773359247, tolerance: 181377.61727049795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339441.44284200325, tolerance: 181440.18181739328 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339649.53984507755, tolerance: 181501.0650478303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339834.01551577036, tolerance: 181561.607002663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339831.3579313002, tolerance: 181623.82547058375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339802.24876110046, tolerance: 181686.12748050143 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339763.4781845269, tolerance: 181749.21322049727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339733.62677754165, tolerance: 181812.49430574346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339730.61915467295, tolerance: 181876.54755586502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339745.4608153776, tolerance: 181939.48661424656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339764.7562581063, tolerance: 182002.24794618879 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339925.62720915733, tolerance: 182062.19118887253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340274.67934193334, tolerance: 182119.5629284157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340404.00692171627, tolerance: 182177.11534102494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340401.6188466008, tolerance: 182236.77463312927 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340401.00152060506, tolerance: 182295.92381100857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340394.45102104195, tolerance: 182353.14794238887 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340375.67564308556, tolerance: 182410.60103747481 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340498.2923902179, tolerance: 182470.27037499356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340621.2909020716, tolerance: 182530.2972061611 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340967.6926287915, tolerance: 182592.41838124004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341146.1139643691, tolerance: 182653.91054615326 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341375.26083309046, tolerance: 182716.51485931946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341468.3154195841, tolerance: 182778.6878112362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341525.99476006225, tolerance: 182840.9316370437 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341697.06169769994, tolerance: 182904.55724933054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341832.90126170684, tolerance: 182968.19382726884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341971.2993801464, tolerance: 183032.24888912804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341923.93311511807, tolerance: 183094.92190928885 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341945.21715465665, tolerance: 183158.39370970993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341966.1623977085, tolerance: 183222.1221135784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342271.7697382199, tolerance: 183287.83566855235 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342391.9157040328, tolerance: 183352.78264458934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342669.2523840292, tolerance: 183418.96164253532 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342722.74959673407, tolerance: 183484.31471463363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342769.24631799513, tolerance: 183549.99930832273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342886.0852971433, tolerance: 183616.57478190723 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343020.99105808756, tolerance: 183683.45040315136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343158.14068576996, tolerance: 183750.7268685823 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343086.0324619663, tolerance: 183816.6937083581 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343058.79716742795, tolerance: 183883.1597848093 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343121.6989304324, tolerance: 183950.4415464732 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343032.78069773957, tolerance: 184016.6753981917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343108.5622253976, tolerance: 184084.0596681334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342934.0410602087, tolerance: 184148.87454545518 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342734.80324597727, tolerance: 184212.84498941 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342589.29367986275, tolerance: 184277.08583131095 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342443.94797628047, tolerance: 184340.2649085538 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342407.6375177425, tolerance: 184404.47812804315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342494.93156824546, tolerance: 184469.44332103033 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342570.1243083309, tolerance: 184534.3630825835 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342949.4132240268, tolerance: 184602.02779465946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343304.30308765033, tolerance: 184670.2871959738 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343519.010668175, tolerance: 184738.42216925902 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343805.7013123967, tolerance: 184807.80201149927 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343789.33132155467, tolerance: 184875.2853131666 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343650.5536517048, tolerance: 184941.36751055002 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343547.520258536, tolerance: 185007.80585464474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343450.16421740525, tolerance: 185073.81900861993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343335.1950697942, tolerance: 185138.49806723208 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343240.772291239, tolerance: 185201.5117717749 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343170.0075113559, tolerance: 185265.29765285485 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343175.34654791723, tolerance: 185330.00669506722 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343103.7410233775, tolerance: 185392.98172323368 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343059.3819145843, tolerance: 185456.01537204479 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343068.4626529603, tolerance: 185519.4894779162 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342944.06738751236, tolerance: 185581.2526967859 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342792.6810286583, tolerance: 185642.85882417523 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343033.7662779437, tolerance: 185707.03893632456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343570.8433407124, tolerance: 185773.52226394098 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343969.0722843601, tolerance: 185840.32845004468 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344308.300292336, tolerance: 185907.57629843193 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344522.3388775619, tolerance: 185974.8647096744 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344613.9947697458, tolerance: 186042.15103223122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344912.4780335265, tolerance: 186111.51645055605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345687.47517104255, tolerance: 186183.9816091148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346394.5325835576, tolerance: 186257.20375404178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346827.34385426436, tolerance: 186330.19582018015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347046.5312026338, tolerance: 186403.03838469906 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347061.9949543869, tolerance: 186475.67026435467 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347258.3605179882, tolerance: 186550.1036312606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347729.86186156847, tolerance: 186626.38139354222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348062.86203008087, tolerance: 186702.5846290392 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348035.0180424187, tolerance: 186777.32034362524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348120.87729409087, tolerance: 186853.17429454983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348141.2264738552, tolerance: 186929.29733523502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347816.578862069, tolerance: 187003.12132960174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347709.22288131225, tolerance: 187078.12437387538 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347636.6186731012, tolerance: 187153.06399544232 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347669.35253017594, tolerance: 187228.82891274933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347725.86537049, tolerance: 187304.73724924956 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347704.7977912483, tolerance: 187379.92477270603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347585.8988389952, tolerance: 187454.27940334717 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347823.2236233303, tolerance: 187531.67977297358 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347963.0246092392, tolerance: 187608.8854440283 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348079.3288958839, tolerance: 187686.22700331986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348143.3154146805, tolerance: 187763.39502411362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348033.2999720707, tolerance: 187838.25327841882 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347969.78965972655, tolerance: 187914.09655461813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347999.7816068344, tolerance: 187991.05219152276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348019.17132313864, tolerance: 188067.77869809643 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348185.67727767554, tolerance: 188146.3756875968 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348399.4336303292, tolerance: 188225.79613500347 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348572.34199016955, tolerance: 188305.62202099297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348640.32522120926, tolerance: 188384.9878839346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348604.1893210171, tolerance: 188462.74457136914 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348563.32362681866, tolerance: 188540.56877337137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348618.19176746556, tolerance: 188620.2980359963 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348718.6151708988, tolerance: 188700.75250010221 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348813.2336133313, tolerance: 188781.29517432483 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348835.04678658355, tolerance: 188860.89323507267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348929.23166506586, tolerance: 188942.0245149287 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348977.42210467375, tolerance: 189023.12718769378 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349008.9024799687, tolerance: 189104.2355129785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349015.57302110246, tolerance: 189185.03816511514 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349085.82601588924, tolerance: 189264.06931702417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349350.35135912127, tolerance: 189340.61387755157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349655.14333390084, tolerance: 189416.39453353998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349815.0184512029, tolerance: 189492.887806695 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349941.1850139632, tolerance: 189569.0723576702 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349940.4329836725, tolerance: 189645.95561149291 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350008.16824082256, tolerance: 189721.55939651543 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349989.761899113, tolerance: 189797.97284392244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350161.0253482547, tolerance: 189872.5933475448 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350166.814203699, tolerance: 189948.42880269664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350051.5957589915, tolerance: 190026.26154864664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350069.56534854975, tolerance: 190102.09288531105 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350261.49661670846, tolerance: 190176.31557481963 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350587.40089112055, tolerance: 190249.23359712388 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350979.35362729983, tolerance: 190321.43865451176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351151.61134074413, tolerance: 190394.42674864354 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351094.8325576312, tolerance: 190468.37390078523 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350991.4821132928, tolerance: 190542.39236980322 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350941.5908402892, tolerance: 190615.85173398265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350779.35121996107, tolerance: 190691.00828019332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350625.18318385014, tolerance: 190767.57120413138 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350512.0855231683, tolerance: 190844.7853044281 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350452.848970896, tolerance: 190921.40886000774 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350417.1193657644, tolerance: 191000.3381669049 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350412.4321304933, tolerance: 191079.0228752207 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350423.4401075335, tolerance: 191157.79853453857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350475.58065664175, tolerance: 191234.74288497292 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350499.40956292325, tolerance: 191312.55863118806 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350529.27751702344, tolerance: 191391.8318178454 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350562.6515527418, tolerance: 191471.24256377397 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350619.47289863904, tolerance: 191551.35205841894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350671.2878256509, tolerance: 191631.4887367094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350692.40731510136, tolerance: 191709.90564050004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350712.44564067683, tolerance: 191788.45942762948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350882.5074222507, tolerance: 191863.9423418459 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350953.55095368734, tolerance: 191940.5718285113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350971.98427358136, tolerance: 192018.84400573044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351029.87988332484, tolerance: 192099.0929878669 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351046.2109403814, tolerance: 192177.94385322518 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351083.27597351745, tolerance: 192257.99666278125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351114.3365195005, tolerance: 192337.97824807832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351141.6748315735, tolerance: 192418.01743610215 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351240.01644642104, tolerance: 192500.14231531706 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351352.0356178656, tolerance: 192582.8338425103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351386.0706447427, tolerance: 192664.4469799355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351429.43900610507, tolerance: 192743.81933567216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351465.93392677594, tolerance: 192823.57920699732 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351588.5463173662, tolerance: 192901.69762457 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351634.058865093, tolerance: 192981.00177962918 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351751.5727869778, tolerance: 193058.6851163752 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351987.8523348453, tolerance: 193134.6598462649 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352135.0427211303, tolerance: 193210.9965075797 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352239.55246898485, tolerance: 193287.22376661425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352418.99474550167, tolerance: 193362.41800728388 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352797.88234598585, tolerance: 193435.52232640944 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353039.2462482391, tolerance: 193508.75582347153 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353237.57133661734, tolerance: 193581.7883624701 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353291.26142773556, tolerance: 193655.29939291262 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353482.91245711077, tolerance: 193727.27780407033 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353297.89849071665, tolerance: 193801.99410637777 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353164.8975228695, tolerance: 193876.55737373178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353183.86672594876, tolerance: 193949.79075517066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353156.9325730603, tolerance: 194023.56165897154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353073.830414622, tolerance: 194098.22931954043 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353013.3001320129, tolerance: 194173.34945714232 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352916.37253539014, tolerance: 194249.68860136764 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352921.00283813354, tolerance: 194324.28926259556 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352948.45300687244, tolerance: 194398.88032907844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352928.32261581556, tolerance: 194474.5956399859 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353085.9635895872, tolerance: 194547.88806963773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353452.15701590263, tolerance: 194619.1732426436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354292.2346400683, tolerance: 194687.20474153562 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354813.23390107864, tolerance: 194755.78125480618 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354984.9728541997, tolerance: 194825.47809592864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355397.32535201113, tolerance: 194892.63670450237 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355202.2448583119, tolerance: 194963.51466570096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355106.66432068817, tolerance: 195033.06976282955 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354950.5008867605, tolerance: 195104.28873481046 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354959.4270264924, tolerance: 195173.77424773524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354914.3650379564, tolerance: 195244.00977253346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355122.3560284644, tolerance: 195312.04641851922 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355089.68020134623, tolerance: 195382.33959233723 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355041.98150274786, tolerance: 195453.51522801918 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355003.06603694765, tolerance: 195524.51314766085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355011.3119771083, tolerance: 195597.96116613928 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355013.158038897, tolerance: 195670.8813796561 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355026.6818893611, tolerance: 195743.57211727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355072.9267700382, tolerance: 195817.5344782549 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355104.3246580891, tolerance: 195889.33112843387 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355123.3554583136, tolerance: 195961.9478857158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355198.80912658863, tolerance: 196032.5651089495 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355315.2000247558, tolerance: 196102.28212244267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355333.81908262335, tolerance: 196173.94568584563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355365.3249289352, tolerance: 196246.97792524216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355513.69964029477, tolerance: 196322.02269712545 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355737.0280161608, tolerance: 196398.01539961534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355890.1882258371, tolerance: 196473.68313908676 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356051.61816149263, tolerance: 196550.13822104357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356150.20942205883, tolerance: 196626.618442665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356150.23509504955, tolerance: 196702.37870529 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356237.8994279653, tolerance: 196779.4578890611 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356323.1179150336, tolerance: 196856.7292042306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356298.3844667253, tolerance: 196932.71437732212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356408.9809386695, tolerance: 197010.5682351695 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356525.9026114388, tolerance: 197088.77599980752 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356510.8155720122, tolerance: 197165.51621137786 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356513.29169137485, tolerance: 197242.5060518902 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356519.2245138986, tolerance: 197319.4403806992 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356503.63278366235, tolerance: 197395.9094467745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356541.43758372107, tolerance: 197473.46556972925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356563.4860808671, tolerance: 197550.5141060929 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356598.9862903776, tolerance: 197628.0274125456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356650.05756242736, tolerance: 197706.0739991117 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356712.4580149689, tolerance: 197784.58118245652 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356796.2063190518, tolerance: 197863.85449608817 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356934.26917029853, tolerance: 197944.18772569395 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357021.21868120553, tolerance: 198024.35473918554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357055.8586140531, tolerance: 198104.06441272967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357077.3780425934, tolerance: 198183.81025044547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357082.55451183795, tolerance: 198261.21298009335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357173.88579770684, tolerance: 198337.0008025228 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357277.4276743398, tolerance: 198412.6240430089 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357299.00389481673, tolerance: 198490.13976010834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357317.52161846554, tolerance: 198567.34122827227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357378.3745549085, tolerance: 198643.04124434266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357398.5136974928, tolerance: 198719.27189916238 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357389.585663412, tolerance: 198797.34420825163 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357430.64889174444, tolerance: 198873.6390059987 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357443.7545035048, tolerance: 198950.4349389212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357456.18892294867, tolerance: 199029.6905398305 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357525.59654540895, tolerance: 199110.2893804007 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357610.5659441472, tolerance: 199191.37412419295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357691.3960202086, tolerance: 199272.64123078508 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357776.4744298487, tolerance: 199354.47577284675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357841.28664649354, tolerance: 199436.5550498402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357847.95736030664, tolerance: 199517.3963586891 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357898.65458327136, tolerance: 199599.710194046 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357994.5851285175, tolerance: 199683.07640371824 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358006.2958998748, tolerance: 199764.9467704697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358060.01595501497, tolerance: 199848.01065708828 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358076.46827571053, tolerance: 199930.21666199123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358094.82310807274, tolerance: 200012.79691294502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358147.5635293587, tolerance: 200096.39099202916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358268.2723820323, tolerance: 200181.24431820202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358281.7627280192, tolerance: 200264.3365830484 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358300.8771960144, tolerance: 200347.629710557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358377.44519290316, tolerance: 200432.51857262076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358440.91493042477, tolerance: 200517.56422931587 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358439.2703757578, tolerance: 200600.91250112254 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358463.63241701666, tolerance: 200682.53366122567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358517.79342894314, tolerance: 200763.5491857285 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358538.442573125, tolerance: 200846.04427072953 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358566.4346589614, tolerance: 200928.11874579295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358592.6308871935, tolerance: 201011.76093770543 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358611.2522093389, tolerance: 201094.03895889368 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358624.4724431633, tolerance: 201176.93703211957 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358759.4659913509, tolerance: 201257.19814518158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358866.47545812704, tolerance: 201337.60848445463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358978.3882184929, tolerance: 201417.7880815877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359045.996958978, tolerance: 201498.07918504605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359067.7098181497, tolerance: 201578.72056236927 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359109.1180892412, tolerance: 201658.60803262613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359270.91122425004, tolerance: 201737.05994798167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359352.0067644828, tolerance: 201815.99322980092 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359542.99650565186, tolerance: 201893.62824770162 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359563.4537119511, tolerance: 201972.52185975143 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359612.4866275344, tolerance: 202050.71767903244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359509.3412267235, tolerance: 202131.02380674248 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359428.7545201206, tolerance: 202211.54379894212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359394.035001737, tolerance: 202291.41232609478 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359349.52520359785, tolerance: 202374.03934362627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359337.4046036851, tolerance: 202457.1946753576 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359339.90884288156, tolerance: 202539.4844334593 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359375.411765364, tolerance: 202623.55101337994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359407.68086992396, tolerance: 202707.43634808078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359439.65226020006, tolerance: 202789.60344266793 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359491.818131383, tolerance: 202871.0274768419 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359533.63580781594, tolerance: 202952.54213322554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359559.77993591636, tolerance: 203035.89289668933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359583.78768272634, tolerance: 203117.97793352773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359660.3776049613, tolerance: 203198.30614302622 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359874.0641762643, tolerance: 203276.63802834472 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359986.6371737265, tolerance: 203355.74238634823 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360068.70724625356, tolerance: 203434.95406151423 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360109.23035883217, tolerance: 203514.2143381937 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360123.2326754865, tolerance: 203593.4680370002 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360119.37511954503, tolerance: 203672.92893704228 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360100.8749666024, tolerance: 203754.3129754377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360094.72488122, tolerance: 203835.88876006613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360096.8988299577, tolerance: 203917.0715970183 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360182.88952820655, tolerance: 203996.05355025516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360589.5030162962, tolerance: 204071.84307880784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361058.49594709347, tolerance: 204146.77054362293 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361310.4787762417, tolerance: 204222.45207228162 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361651.3021330844, tolerance: 204296.6386266322 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361896.7396629122, tolerance: 204370.3909205008 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362197.69902470824, tolerance: 204442.90250420436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362426.421280516, tolerance: 204515.26020226598 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362367.0661957256, tolerance: 204589.27163410446 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362219.15816040087, tolerance: 204663.8804968867 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362307.3909993058, tolerance: 204736.42656645775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362107.3758483862, tolerance: 204811.9939710868 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362247.13241461717, tolerance: 204884.4601256821 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362348.3534931791, tolerance: 204957.22041967735 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362218.76886951213, tolerance: 205033.38473077418 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362132.03012372303, tolerance: 205109.04276298895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362126.1233024718, tolerance: 205183.79453810144 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362273.5764414307, tolerance: 205256.39288669667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362237.45946128754, tolerance: 205332.34270660006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362245.7576530301, tolerance: 205409.78730944023 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362249.91066200123, tolerance: 205486.4741512173 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362339.5030535643, tolerance: 205565.2653452594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362480.8156923702, tolerance: 205644.96687607223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362582.504071432, tolerance: 205724.69216496358 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362684.1624142338, tolerance: 205804.88295618127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362716.3853881584, tolerance: 205884.3077633862 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362740.003776285, tolerance: 205964.08821963225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362882.711903846, tolerance: 206045.7088888023 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363062.0835830264, tolerance: 206127.99803612335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363182.2365175795, tolerance: 206210.10078429317 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363199.7006529714, tolerance: 206291.33276561517 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363218.27023840265, tolerance: 206372.94955623834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363403.3274230981, tolerance: 206456.661442302 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363660.9397737136, tolerance: 206541.3645907826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364020.7731247665, tolerance: 206627.27038993617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364453.6534060587, tolerance: 206714.34990716728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364848.20255873556, tolerance: 206802.23564310555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365137.8220938099, tolerance: 206890.60382910428 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365075.5013404329, tolerance: 206976.9420120041 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364988.1260876539, tolerance: 207063.27096859395 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364822.4452758867, tolerance: 207148.10693400083 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364894.6918959166, tolerance: 207235.75114328263 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364974.52655329683, tolerance: 207323.45897234164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365015.3397714362, tolerance: 207410.59457084705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365064.65407619014, tolerance: 207498.01790664802 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365041.9806988685, tolerance: 207584.2485715962 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365006.6799470607, tolerance: 207670.18242085635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365008.7845483078, tolerance: 207756.7590357229 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365027.71695796534, tolerance: 207843.5200372658 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365099.7032471924, tolerance: 207931.57683024826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365215.7558947674, tolerance: 208020.6196912827 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365280.81398720277, tolerance: 208109.30986038945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365302.21002695133, tolerance: 208197.30630114253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365317.92614969105, tolerance: 208283.90687569437 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365341.3694686336, tolerance: 208370.43864979007 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365361.92307499505, tolerance: 208457.54817336306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365387.3181433611, tolerance: 208545.6422966432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365410.7672867378, tolerance: 208633.82462047564 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365470.10435465025, tolerance: 208719.73241733277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365516.313919294, tolerance: 208805.9297423405 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365596.2746317445, tolerance: 208891.41932806282 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365744.6062977728, tolerance: 208975.76643301375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365708.7704242359, tolerance: 209063.90985858184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365671.6423397119, tolerance: 209152.91715325255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365643.25609098107, tolerance: 209241.9149034175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365681.06344015355, tolerance: 209333.17186907158 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365739.7446261856, tolerance: 209425.31526869125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365775.87904420216, tolerance: 209517.35658367968 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365825.6625011879, tolerance: 209610.24759292745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365847.2943054482, tolerance: 209701.56626328325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365868.7745886246, tolerance: 209793.16770370066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365910.016337659, tolerance: 209883.86191242366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365982.439184175, tolerance: 209973.59282691736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366006.11255654827, tolerance: 210064.66223101434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366288.8952985357, tolerance: 210151.27919966838 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366463.35930973815, tolerance: 210238.31739926824 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366551.31807445583, tolerance: 210325.9106807199 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366635.82088618836, tolerance: 210413.08334094755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366614.79087284644, tolerance: 210501.95973281 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366564.4379533777, tolerance: 210592.6971571635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366531.71942005574, tolerance: 210683.70124952155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366521.49556613155, tolerance: 210773.71951425183 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366518.2876657552, tolerance: 210864.17646013398 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366635.95307902514, tolerance: 210952.4233071236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366846.808497481, tolerance: 211039.38229864978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366994.3637831992, tolerance: 211126.5130099096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367283.2856643165, tolerance: 211211.72972118933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367317.4208825548, tolerance: 211298.952171642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367331.9954663543, tolerance: 211385.81269123845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367293.9098971212, tolerance: 211473.25952848236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367308.6886882696, tolerance: 211559.92267691164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367217.33241844655, tolerance: 211648.94765434804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367147.2620743775, tolerance: 211738.80474975242 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367102.29976189864, tolerance: 211830.4353415457 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367066.90980319004, tolerance: 211921.64305276892 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367062.9296905021, tolerance: 212012.03488157908 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367064.9079670184, tolerance: 212104.25534253803 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367082.2677160527, tolerance: 212195.5272531031 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367100.3923672058, tolerance: 212287.09913384405 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367115.61901771254, tolerance: 212379.55703490012 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367193.60425491683, tolerance: 212469.43105477083 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367211.30803019356, tolerance: 212561.3086288225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367231.99410212133, tolerance: 212652.77039991834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367260.4249644759, tolerance: 212743.85359285804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367354.959496889, tolerance: 212833.219288091 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367455.05179404386, tolerance: 212922.12228582153 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367519.57906290324, tolerance: 213011.50104291618 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367635.734006127, tolerance: 213099.69062961265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367635.3270720939, tolerance: 213189.6013776922 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367613.37157193676, tolerance: 213280.01331503515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367616.40091370745, tolerance: 213372.96807384054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367655.98688070336, tolerance: 213466.98018291732 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367697.83111318765, tolerance: 213561.42669734175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367737.50805507536, tolerance: 213656.23264833807 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367757.58721157117, tolerance: 213750.60239384315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367800.3525091621, tolerance: 213843.4392437377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367819.71019788756, tolerance: 213937.77321159324 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367847.9709595189, tolerance: 214031.43969925775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367871.06909201684, tolerance: 214125.34010317628 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367897.3680964231, tolerance: 214218.96702811637 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367989.01295986766, tolerance: 214310.9654864325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368003.0614088295, tolerance: 214404.81245839063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368027.80259118584, tolerance: 214498.13469829783 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368096.6830166304, tolerance: 214590.4065887941 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368125.3032682005, tolerance: 214683.230367034 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368110.60340263514, tolerance: 214777.61137727482 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368100.1723336097, tolerance: 214873.07528299122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368091.3091815474, tolerance: 214968.0332176815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368199.4604844571, tolerance: 215060.35677966377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368290.4913593687, tolerance: 215152.8819219068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368528.7474715563, tolerance: 215243.4701715774 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368689.14576642786, tolerance: 215334.34019880038 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368778.85679632257, tolerance: 215425.38742487977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368873.7837273427, tolerance: 215515.69933033758 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368805.5639453946, tolerance: 215610.21744461142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368736.66026092635, tolerance: 215705.2374052087 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368679.8282357563, tolerance: 215800.5416865191 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368639.30438537325, tolerance: 215895.79665725064 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368638.9400140481, tolerance: 215990.41973984143 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368742.64821906516, tolerance: 216083.79366039412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368793.3528206665, tolerance: 216177.86422667856 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368801.7998529455, tolerance: 216272.75859990044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368801.58980541263, tolerance: 216367.81231203195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368843.00569146394, tolerance: 216461.79807704885 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368824.72151254467, tolerance: 216557.33113910956 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368854.30494330433, tolerance: 216651.85769387332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368858.5124863252, tolerance: 216747.17488094186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368848.89104204637, tolerance: 216845.133825267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368828.92234128364, tolerance: 216942.8606067177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368816.0975928453, tolerance: 217040.66776542107 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368818.28309074836, tolerance: 217138.0079958639 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369042.580697407, tolerance: 217232.0221314065 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369546.722791265, tolerance: 217323.19737234508 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369841.52375844563, tolerance: 217414.9826197595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370097.42733016855, tolerance: 217506.29115639458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370835.060031033, tolerance: 217593.4753522296 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371604.9953775954, tolerance: 217679.0648286686 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371956.10281101085, tolerance: 217765.61004733286 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372321.746582487, tolerance: 217851.22209654734 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372680.45423095574, tolerance: 217935.80860773535 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372780.4293800353, tolerance: 218020.74894703904 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372522.4898556747, tolerance: 218108.33456581805 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372224.69923611666, tolerance: 218197.27495389569 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372356.38349304534, tolerance: 218282.41668577524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372252.56866009923, tolerance: 218369.4420432665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372024.00682661793, tolerance: 218459.39284247265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371865.97691236704, tolerance: 218549.8069686454 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372095.9869371806, tolerance: 218635.9000795727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372291.9484075403, tolerance: 218721.71340539303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372683.4387739116, tolerance: 218806.0934977594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372956.5103609389, tolerance: 218890.78836326738 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373249.7862816178, tolerance: 218974.43768168078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373811.29168083356, tolerance: 219055.3787532471 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374710.80971300567, tolerance: 219133.85288939992 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375103.74775248615, tolerance: 219213.444338122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374830.0271550385, tolerance: 219297.75221481497 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374612.9461003364, tolerance: 219381.2013973938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374585.10329883196, tolerance: 219462.56681990143 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374574.5582038503, tolerance: 219543.9183620519 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374472.0584851932, tolerance: 219627.45128681225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374508.3650373793, tolerance: 219709.76987971773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374531.8355150921, tolerance: 219791.8768016264 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374490.5809372071, tolerance: 219875.07333103797 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374587.8484893139, tolerance: 219956.19829407058 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374603.675575776, tolerance: 220038.54066351015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374718.08973200934, tolerance: 220125.81898302815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374793.6978411142, tolerance: 220212.58624006907 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374990.1491123189, tolerance: 220301.21151563188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375044.7603769634, tolerance: 220388.085214806 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375095.29107432585, tolerance: 220475.53788329283 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375089.42803479504, tolerance: 220561.37668656703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375089.9422974929, tolerance: 220647.54772371208 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375109.62890194607, tolerance: 220734.65348090086 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375129.6594562952, tolerance: 220819.1842033538 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375323.9467899577, tolerance: 220900.7284308054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375579.0097659548, tolerance: 220981.16630629345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375800.0789949929, tolerance: 221061.28586400382 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375916.9639752022, tolerance: 221141.81833739424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375940.2014771889, tolerance: 221226.51016040394 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375927.7924922003, tolerance: 221309.23532713176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375963.0075466444, tolerance: 221390.3481804697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376008.5408493573, tolerance: 221475.20530346362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376130.55558935844, tolerance: 221561.52439879518 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376214.4932208475, tolerance: 221647.74155273486 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376246.4302694624, tolerance: 221732.98306099095 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376414.30355989124, tolerance: 221821.06962693893 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376498.25510990387, tolerance: 221908.7887718381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376511.4552390172, tolerance: 221995.42314330165 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376569.83169385593, tolerance: 222083.2569094244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376638.6817022058, tolerance: 222171.61450309667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376670.4107019869, tolerance: 222259.78803303276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376678.084301977, tolerance: 222347.27567254435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376677.42392616835, tolerance: 222433.9497545808 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376686.4377999, tolerance: 222519.5845002065 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376697.1634916455, tolerance: 222606.29446242496 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376717.82595038327, tolerance: 222692.05003596956 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376736.040575301, tolerance: 222778.06535622035 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376867.61092836095, tolerance: 222867.31970149613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377138.1686067588, tolerance: 222958.4315022428 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377381.54899359465, tolerance: 223049.9215408122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377654.85949280194, tolerance: 223142.3223484748 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377749.734743665, tolerance: 223233.79291021978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377789.1616025705, tolerance: 223325.49873367886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377740.08437742095, tolerance: 223416.07792565605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377725.2137995546, tolerance: 223507.2289749344 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377709.93879459536, tolerance: 223598.18142347265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377774.7002937105, tolerance: 223690.4008054666 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377855.0964459091, tolerance: 223783.08727791283 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377930.65067425184, tolerance: 223875.97001232672 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377966.38970222266, tolerance: 223968.54051411164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378061.2985119998, tolerance: 224062.48591045087 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378145.01576076285, tolerance: 224156.85209739447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378133.3842206653, tolerance: 224248.69773473058 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378144.7967329035, tolerance: 224339.3377905408 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378151.67228576436, tolerance: 224430.8997626365 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378164.1280634119, tolerance: 224522.56688154693 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378250.4271443214, tolerance: 224616.81567800295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378386.73293085024, tolerance: 224712.03740913045 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378468.75643388915, tolerance: 224806.89610494624 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378553.0296948175, tolerance: 224902.4002505505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378619.7358505166, tolerance: 224998.18757788802 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378632.15698776086, tolerance: 225093.2691519763 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378691.9072766814, tolerance: 225189.81265956938 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378698.9007149906, tolerance: 225284.94210266354 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378707.3670246197, tolerance: 225379.4246505397 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378758.1783281442, tolerance: 225476.15956752526 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378897.7383680759, tolerance: 225574.853083202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378996.2049677794, tolerance: 225673.57971117334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379093.5188051036, tolerance: 225772.7473201069 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379132.87294789345, tolerance: 225871.29779608967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379136.2859576893, tolerance: 225968.9364606998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379142.96015935193, tolerance: 226067.112811258 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379289.94998466945, tolerance: 226168.4887214858 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379440.3982725976, tolerance: 226270.45866044055 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379508.5738197658, tolerance: 226371.6818335353 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379561.60178657697, tolerance: 226473.10547951682 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379607.8029964903, tolerance: 226575.07077832246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379610.78654541663, tolerance: 226676.32150998493 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379714.85428712144, tolerance: 226780.16566640945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379823.09503068775, tolerance: 226884.56385179664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379931.4579674467, tolerance: 226989.65072367122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379958.99498134793, tolerance: 227093.69754829962 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379984.0198364896, tolerance: 227198.08630636678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379998.71720702725, tolerance: 227302.6967967599 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380017.3465306328, tolerance: 227407.62757220608 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380080.67737309064, tolerance: 227514.27480073157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380124.0927530776, tolerance: 227620.98066151768 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380177.5082659505, tolerance: 227728.67294546458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380254.22505246353, tolerance: 227837.77769038043 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380274.04654928856, tolerance: 227944.4278460622 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380297.4348874623, tolerance: 228051.18418202965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380324.67853279714, tolerance: 228157.9268267202 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380441.9692047926, tolerance: 228262.57106796757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380544.85172226443, tolerance: 228367.10374428565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380656.5773380474, tolerance: 228471.00040064755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380647.4428373693, tolerance: 228578.06110103065 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380623.56925923255, tolerance: 228685.7401187052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380584.4537533866, tolerance: 228794.00174417993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380591.5625244751, tolerance: 228900.71520751153 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380596.3142392929, tolerance: 229007.9445414779 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380601.22425468115, tolerance: 229115.88824786068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380564.0422706342, tolerance: 229225.65215185322 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380510.7414815171, tolerance: 229336.102878305 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380440.655940489, tolerance: 229447.2088070003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380380.2443173781, tolerance: 229558.60210908143 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380354.1588610732, tolerance: 229669.83132591215 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380337.28837729816, tolerance: 229781.53190919987 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380306.0517168007, tolerance: 229893.91034503822 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380358.01031232195, tolerance: 230005.18522834298 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380818.0757802856, tolerance: 230112.47384407616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381053.1670878084, tolerance: 230220.7349118021 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381041.19081421697, tolerance: 230331.65135617572 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381004.26065853034, tolerance: 230442.79381809864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380995.7245796569, tolerance: 230553.09501927978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380836.91432466573, tolerance: 230666.00181566994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380677.4562009146, tolerance: 230780.09363830363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380590.14267972973, tolerance: 230893.77172208024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380621.2397086568, tolerance: 231006.2400901581 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380632.55219751457, tolerance: 231119.23335077066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380636.8781351472, tolerance: 231232.89126577112 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380675.84696592623, tolerance: 231346.21715625303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380677.9781709243, tolerance: 231459.8778940426 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380540.1786449349, tolerance: 231576.1551000227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380431.15081827744, tolerance: 231692.76048378184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380411.52180732007, tolerance: 231808.35534909402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380384.24480821413, tolerance: 231924.59424709217 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380411.73536221735, tolerance: 232040.3809400016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380556.12652571977, tolerance: 232155.02793622715 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380874.24185630906, tolerance: 232268.04926979067 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380982.4175395669, tolerance: 232382.36312623502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380887.5293550023, tolerance: 232498.79533882 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380826.105554622, tolerance: 232614.75558611623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380893.4713042403, tolerance: 232729.3182687485 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381081.07757454, tolerance: 232843.50051680184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381239.39592983626, tolerance: 232958.03810821276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381817.6615553838, tolerance: 233070.71931898568 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382049.67191632785, tolerance: 233184.0493925242 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382202.8277666088, tolerance: 233297.20746727678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382200.1689606445, tolerance: 233410.9325457794 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381852.63294987904, tolerance: 233526.56190720742 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381214.520119558, tolerance: 233643.66498589687 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380794.5008790051, tolerance: 233761.00420852902 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380839.4382804552, tolerance: 233878.04908261864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380859.07469005993, tolerance: 233994.159087531 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380897.87833116704, tolerance: 234111.14370586688 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380913.1148092289, tolerance: 234226.48381265166 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380956.84447330754, tolerance: 234342.89197482186 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381070.42253970116, tolerance: 234461.91713525497 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381050.7947236926, tolerance: 234577.41021765757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381163.96981271484, tolerance: 234692.51700471024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381480.82306587894, tolerance: 234807.27242982297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381443.1020133536, tolerance: 234923.77436878983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381214.65428787423, tolerance: 235042.3013883196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381504.73226820753, tolerance: 235162.4933514291 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381804.77775683254, tolerance: 235283.20543666088 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381999.85497338756, tolerance: 235403.59240538484 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382129.6252252554, tolerance: 235524.18343181477 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382230.0375742699, tolerance: 235645.20078303662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382241.4514229915, tolerance: 235765.82450124112 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382102.50072278397, tolerance: 235884.18979219743 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381992.46687394695, tolerance: 236001.51951935244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382016.2581847546, tolerance: 236121.20282941265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382246.1583099888, tolerance: 236243.29607122403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382506.3025977253, tolerance: 236365.70530428778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382739.7598471159, tolerance: 236487.8157581724 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383111.0067368835, tolerance: 236610.82489891758 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383251.4689015622, tolerance: 236733.36174020893 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383195.04817029566, tolerance: 236855.60406788008 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382978.3228973003, tolerance: 236976.6836395629 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382842.65284111595, tolerance: 237097.34532351609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383394.2574377513, tolerance: 237207.18673385555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385154.70313308196, tolerance: 237318.64867350407 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386646.6039279737, tolerance: 237429.32501896907 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388225.42541325325, tolerance: 237536.6446280882 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389754.848224206, tolerance: 237641.2619980714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389668.76022424287, tolerance: 237750.26409128075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389675.0620000728, tolerance: 237858.53316841967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389281.3498416987, tolerance: 237968.86041149675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388847.4644511309, tolerance: 238079.37112559195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388405.06537092937, tolerance: 238190.65751912375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389275.1314832237, tolerance: 238295.96564004064 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389565.77264388546, tolerance: 238403.1589622714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389639.3060922644, tolerance: 238511.39720248702 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389822.9505625556, tolerance: 238618.51350294438 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389505.707269585, tolerance: 238728.76431197234 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388999.19058575714, tolerance: 238840.87144558976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388337.691633202, tolerance: 238958.12315668017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387611.1902121838, tolerance: 239075.24946220074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386941.84981126664, tolerance: 239192.6986513839 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386654.8735026235, tolerance: 239310.43209760048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386729.00036309136, tolerance: 239426.2272088996 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387337.43554283684, tolerance: 239539.56943468325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387649.6176129286, tolerance: 239654.026274957 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387918.80712903617, tolerance: 239768.10935241557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387975.3590011331, tolerance: 239882.96528671286 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387667.73738391494, tolerance: 240000.65517783165 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387370.17299017846, tolerance: 240118.67522091544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387232.5411918483, tolerance: 240237.63366340732 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387390.0016919131, tolerance: 240356.7601726734 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387600.5212108458, tolerance: 240476.6957449428 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387527.89727395866, tolerance: 240594.53790066758 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387618.0975104746, tolerance: 240714.30939571097 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387786.2180686244, tolerance: 240835.17114005986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388366.52240402426, tolerance: 240959.44245463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388914.00015147636, tolerance: 241084.39883079557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389359.1165975181, tolerance: 241209.56506646678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389558.7031497092, tolerance: 241334.31731475863 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390131.7580432651, tolerance: 241462.1120520826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390373.36764495814, tolerance: 241589.1161504697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390501.615633177, tolerance: 241715.9845232958 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391598.75109118264, tolerance: 241846.2378489978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392899.4592835072, tolerance: 241976.2052409607 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393962.27242944296, tolerance: 242106.11260136947 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392471.72673624055, tolerance: 242233.3479176628 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391952.07684189884, tolerance: 242361.45270669577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392400.3879495649, tolerance: 242491.72544854364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394317.25705531915, tolerance: 242623.4601167699 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394613.83748788864, tolerance: 242755.91795662348 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394831.4677830931, tolerance: 242889.24634176074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394931.048346453, tolerance: 243022.14916518147 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395043.3556846243, tolerance: 243156.1553764227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394985.95827205805, tolerance: 243285.2996915944 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394997.2820096241, tolerance: 243417.7138099434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394996.2055289671, tolerance: 243549.48802337566 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395003.10632126714, tolerance: 243680.7934299138 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395103.7053922265, tolerance: 243815.06397869074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395176.4803332476, tolerance: 243948.9930250896 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395325.18904450093, tolerance: 244085.226828677 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395461.9938654412, tolerance: 244221.9898212531 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395540.27074110496, tolerance: 244358.50377204223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395569.8911845731, tolerance: 244494.5682321845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395623.8788762394, tolerance: 244627.18928702976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395646.99487111496, tolerance: 244761.69078931134 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395672.2767209471, tolerance: 244896.72522065756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395745.22598007316, tolerance: 245034.5711293413 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395806.68833512475, tolerance: 245172.48852187512 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395903.061863939, tolerance: 245311.73241374193 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395989.9252387216, tolerance: 245451.62700512997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396013.88759689993, tolerance: 245589.56132061422 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396125.4567797857, tolerance: 245724.3068310835 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396837.59629325755, tolerance: 245852.9150552474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397027.5284871978, tolerance: 245985.37730519156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397142.05139756063, tolerance: 246118.15417714376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395167.9979024664, tolerance: 246247.22310944073 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396519.91556749505, tolerance: 246381.4750772217 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397303.83094993554, tolerance: 246517.40426755467 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397273.43355456885, tolerance: 246655.64107434807 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397246.83085938933, tolerance: 246793.42076022865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397241.0184920251, tolerance: 246931.80309484797 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397427.4803234015, tolerance: 247065.30154458148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397489.87461908674, tolerance: 247200.94967297642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397884.7135040743, tolerance: 247332.0445627664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398316.6925346533, tolerance: 247462.01903777447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396169.82982135116, tolerance: 247590.87119959507 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396212.5339764352, tolerance: 247722.77584171534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396287.39141999226, tolerance: 247854.51661901828 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396416.15523762116, tolerance: 247985.69707864133 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398550.8058690736, tolerance: 248120.5673233339 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398503.090697982, tolerance: 248256.684273481 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398450.0650239156, tolerance: 248392.9050981781 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398425.0657689001, tolerance: 248530.2849590135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398423.20179259335, tolerance: 248667.97552352314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398643.7698648979, tolerance: 248800.59415719257 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398720.900586246, tolerance: 248935.19070796476 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398838.3345063513, tolerance: 249076.56566221552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399006.0339863462, tolerance: 249219.06368633537 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399109.96925476403, tolerance: 249360.8304859945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399196.3774874519, tolerance: 249502.5409394642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399226.0634462249, tolerance: 249643.47002461797 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399267.253138294, tolerance: 249786.02380381108 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399309.0607531059, tolerance: 249924.06109910423 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399328.20240018243, tolerance: 250063.83898710366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399782.6438482251, tolerance: 250196.4715721594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400010.5225243434, tolerance: 250330.71348757859 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400249.14267264813, tolerance: 250456.85227228596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399917.7388883496, tolerance: 250577.70367729847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400515.9384862946, tolerance: 250701.84872713877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401528.7904943525, tolerance: 250821.8571672825 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401827.28260415024, tolerance: 250944.16830522814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401690.8018736162, tolerance: 251067.87896359494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402887.2738929617, tolerance: 251183.01907871716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402680.47113255865, tolerance: 251305.6889605694 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402310.2624124828, tolerance: 251430.35142491505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401947.94081528205, tolerance: 251559.67872238686 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402389.89337193256, tolerance: 251679.0869156028 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402698.47774519026, tolerance: 251798.59798734327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403131.2650983463, tolerance: 251917.93434751293 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404569.0030232334, tolerance: 252031.56001738197 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407082.51201389387, tolerance: 252140.97927925584 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408498.71533061814, tolerance: 252251.34072255413 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407804.5426585807, tolerance: 252369.0898957002 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407105.596234991, tolerance: 252486.73737483946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406398.04781110433, tolerance: 252604.70854678488 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405819.23860487144, tolerance: 252726.37293574974 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405544.43932373053, tolerance: 252847.67360674907 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405438.82800508675, tolerance: 252972.7007249227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405405.54404949874, tolerance: 253094.91255227587 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406059.95463258796, tolerance: 253209.613552417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406070.64143886615, tolerance: 253331.12155265527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406118.9552153228, tolerance: 253451.2665847057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406167.2413590314, tolerance: 253575.00478199235 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406459.19956679776, tolerance: 253702.18126001256 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406512.49532825744, tolerance: 253825.50545470678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406583.70873471, tolerance: 253950.20588623817 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406646.57741094637, tolerance: 254069.36785869766 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406719.2813210398, tolerance: 254188.10900913845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406752.61504474515, tolerance: 254311.1846026879 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406805.1567432146, tolerance: 254434.25788671133 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407005.4485983858, tolerance: 254560.07739751416 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407196.1309013929, tolerance: 254685.94597198503 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407242.6445164052, tolerance: 254810.09695081454 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408264.9045843238, tolerance: 254944.0262385768 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409421.7353843381, tolerance: 255080.08539109936 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409879.25822108175, tolerance: 255213.73742586933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410383.01770671655, tolerance: 255348.99331620333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410428.6705800288, tolerance: 255482.37078048012 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410265.5039624044, tolerance: 255615.6088346675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410308.22150668054, tolerance: 255750.7294672555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410528.50999178365, tolerance: 255887.21950253067 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410564.9841559, tolerance: 256022.61017767803 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411173.1584971589, tolerance: 256162.74367824724 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411580.82751440455, tolerance: 256302.7598189703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411635.8823375, tolerance: 256441.09473257867 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411700.6346345125, tolerance: 256580.1750767542 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412113.51847831113, tolerance: 256722.7356490698 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412208.48574302025, tolerance: 256864.0818285785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412638.9895483928, tolerance: 257008.4118934332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412870.41853204893, tolerance: 257152.0778887011 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412800.5979037854, tolerance: 257293.79763886778 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412837.1872272711, tolerance: 257437.26163653278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412661.1872434905, tolerance: 257577.58656155167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412473.02215256693, tolerance: 257715.48998316185 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412369.93836774933, tolerance: 257854.0105737345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412321.1367181237, tolerance: 257992.23821064245 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412839.29904870014, tolerance: 258121.32617815348 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413157.3612159322, tolerance: 258251.6937856539 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413226.92528943357, tolerance: 258385.08779224003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413310.2921129727, tolerance: 258517.60698436425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413360.85175340093, tolerance: 258649.76650856095 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413298.43157328997, tolerance: 258786.75073545714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413288.5779955067, tolerance: 258925.05248824865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413282.2924106667, tolerance: 259061.00178217966 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413339.3226254432, tolerance: 259201.24609425123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413764.2603252076, tolerance: 259331.94212540565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414141.68266484176, tolerance: 259462.89604211904 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414636.8995073491, tolerance: 259592.12484882775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414662.46630025475, tolerance: 259725.48244151118 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415936.024359055, tolerance: 259848.70879061968 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416798.3262561143, tolerance: 259971.72870145357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418417.38940742216, tolerance: 260090.10177235425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420371.5052065321, tolerance: 260205.31963578708 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420133.98271277006, tolerance: 260329.68377497292 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419923.3232683493, tolerance: 260451.7059238139 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420318.5074953237, tolerance: 260569.4560423319 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420278.64608195727, tolerance: 260688.84193386108 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421285.5147108224, tolerance: 260802.7101423461 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421909.59789693425, tolerance: 260917.93813888752 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423270.38691892097, tolerance: 261028.27979226195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423187.6777686961, tolerance: 261143.6895857733 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424392.85470037855, tolerance: 261252.0021235059 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424301.9046981528, tolerance: 261364.71583520088 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423726.6960142843, tolerance: 261486.23977981874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423308.04725948704, tolerance: 261607.9005189626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423220.72550347063, tolerance: 261732.0757074509 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423166.59765688877, tolerance: 261854.29736813423 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423190.64625174, tolerance: 261974.38160623942 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423287.65692783426, tolerance: 262099.3671990482 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423847.88680150325, tolerance: 262229.37689857255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424236.57793998375, tolerance: 262358.7574631012 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424884.4052206265, tolerance: 262490.70246473054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424759.5040074763, tolerance: 262613.97500011045 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424604.04565610306, tolerance: 262739.2226817998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424443.73086861946, tolerance: 262864.8599481933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424239.1391928722, tolerance: 262985.9347689746 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424427.55179022293, tolerance: 263102.1887681412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424594.42480534886, tolerance: 263220.39203909447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424763.804101964, tolerance: 263338.14815364964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424801.40609791124, tolerance: 263457.437432342 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424946.3340029377, tolerance: 263582.08496165345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425571.7406879936, tolerance: 263709.40584751463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426230.6175307594, tolerance: 263836.9815596895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426201.6979325654, tolerance: 263959.75315628335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426124.2600455447, tolerance: 264082.9994335125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425911.04588748224, tolerance: 264203.9892410409 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427155.08751871256, tolerance: 264320.3432459047 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427967.10965664097, tolerance: 264436.680465713 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429937.5651833532, tolerance: 264545.46344361256 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431001.01663674903, tolerance: 264655.1818302106 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432871.6596376654, tolerance: 264759.5077760381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433232.02074882545, tolerance: 264867.72320687637 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433039.40847056743, tolerance: 264978.26550998533 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433252.8485833005, tolerance: 265084.7691385512 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432956.64863443054, tolerance: 265194.42375043896 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433926.4671832032, tolerance: 265296.7949858349 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435139.3264688126, tolerance: 265397.58936886827 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438503.23081736476, tolerance: 265490.50801457703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441327.03846116934, tolerance: 265581.86604279984 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444195.29356761876, tolerance: 265670.4246146259 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444236.3850329351, tolerance: 265764.33753477363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443560.60301451, tolerance: 265860.86549536255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443417.44431267714, tolerance: 265953.2092273004 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442674.6136599825, tolerance: 266050.081348513 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442020.8505460586, tolerance: 266148.5880135809 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441755.54665410053, tolerance: 266245.7965677304 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441388.7377886263, tolerance: 266347.5264116837 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441209.56968464016, tolerance: 266452.67274767894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441099.1880535501, tolerance: 266554.831362568 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442062.23995448934, tolerance: 266648.24055638403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443239.0449243737, tolerance: 266739.6771857854 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443779.84189917805, tolerance: 266833.1118105736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444253.9023921129, tolerance: 266925.44978115376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444283.33724142925, tolerance: 267019.28716567066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444143.71852129535, tolerance: 267115.00538312277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444186.4623186453, tolerance: 267214.33366731455 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444175.80578450265, tolerance: 267310.02406865323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444182.15262457717, tolerance: 267405.92187695927 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444200.4745378902, tolerance: 267501.5690772934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444254.80237198, tolerance: 267599.41541548586 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444289.6314498256, tolerance: 267693.8165627377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444319.99101182324, tolerance: 267790.27099838346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444600.7448245284, tolerance: 267890.41723577504 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445069.77105978265, tolerance: 267992.4572492927 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445398.82801716914, tolerance: 268094.22618924465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445435.04448644456, tolerance: 268193.5062571401 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445533.4589201986, tolerance: 268285.52681244747 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445583.0878895925, tolerance: 268377.6703762501 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445695.04420070315, tolerance: 268468.9216935563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445720.7000374682, tolerance: 268561.4923693082 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446184.21791024855, tolerance: 268648.48687330284 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446752.7418857907, tolerance: 268733.4347642533 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447865.4277690821, tolerance: 268814.72414790204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447782.0218179646, tolerance: 268904.7500422797 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447734.0617836027, tolerance: 268992.522952541 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447625.59222210495, tolerance: 269081.54488567094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447843.0657168336, tolerance: 269165.470190209 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448312.47151638614, tolerance: 269247.2825921757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448454.61908402364, tolerance: 269339.1692236383 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448499.13789547206, tolerance: 269424.95154807554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448666.38612632995, tolerance: 269516.5766031804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449318.6567283258, tolerance: 269612.12923393736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449902.1795483441, tolerance: 269708.2770449386 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450019.5180282924, tolerance: 269802.0994957207 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449997.2353163588, tolerance: 269892.95487344626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449987.0306477611, tolerance: 269981.7992113332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449933.11499492754, tolerance: 270072.04631472606 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450909.68006559694, tolerance: 270171.52597810794 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451687.5511284021, tolerance: 270270.4634884268 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452394.8612889481, tolerance: 270369.7411780824 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452923.2786389568, tolerance: 270469.2219105518 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453229.6037278554, tolerance: 270569.1156602939 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453110.9962472123, tolerance: 270667.6008610426 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452836.95167862927, tolerance: 270763.89116010704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452700.12292182306, tolerance: 270861.3604977311 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452381.869992146, tolerance: 270953.4198484647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452138.32974838093, tolerance: 271044.60266271955 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452000.0492121903, tolerance: 271136.9429012855 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452526.2223557155, tolerance: 271235.18036550656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453016.41618925415, tolerance: 271333.5723000888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454465.4085191963, tolerance: 271436.9249229934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455402.9693470791, tolerance: 271539.82406523847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455563.9020374024, tolerance: 271640.24244267435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455617.0932161775, tolerance: 271741.4476090487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455827.84894057625, tolerance: 271844.4346264637 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456178.54900871665, tolerance: 271949.2455574753 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456425.81727373134, tolerance: 272053.74071967317 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456479.90871639067, tolerance: 272157.1138103347 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456374.11856510467, tolerance: 272259.3871629179 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456826.325473531, tolerance: 272366.5054226829 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457287.56419299264, tolerance: 272474.5542127572 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457458.6950595791, tolerance: 272581.25916016125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457876.75856188475, tolerance: 272690.18521242094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457657.5223908712, tolerance: 272793.79979492293 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457476.5155167548, tolerance: 272898.4423511753 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457283.25801422517, tolerance: 273001.1557991697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457327.7690503314, tolerance: 273106.97882117925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457374.8029810891, tolerance: 273212.6756340022 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457565.07949935406, tolerance: 273319.51590421563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458060.66974005755, tolerance: 273429.4450444613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458476.5601151173, tolerance: 273539.73197083425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458753.12770895637, tolerance: 273650.27208056964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458691.2641161611, tolerance: 273758.0322044217 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458576.2972585023, tolerance: 273861.1180754661 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458472.2702379157, tolerance: 273964.9295745511 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458592.68044828833, tolerance: 274065.0069978636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458612.53745486337, tolerance: 274166.9634704848 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458629.97903440776, tolerance: 274270.01692202076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458677.71389050916, tolerance: 274374.567453416 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458730.8096216938, tolerance: 274479.5369542853 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458763.33479917987, tolerance: 274581.4991774809 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458877.8213050344, tolerance: 274681.8337422018 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458984.26350790093, tolerance: 274782.06380648894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459070.0389564731, tolerance: 274887.7272251012 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459482.91084393975, tolerance: 274984.64831818594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459750.39479766856, tolerance: 275081.7682715667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460009.5177628088, tolerance: 275178.2211143246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460862.66469938203, tolerance: 275270.205454498 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461351.15533508896, tolerance: 275363.01861780137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461230.852639958, tolerance: 275459.74314095994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461117.94908076886, tolerance: 275556.4754564234 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461101.872208402, tolerance: 275651.3909603805 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461295.5923713085, tolerance: 275743.7539508996 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461387.93750930874, tolerance: 275837.0710251466 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462158.24576925713, tolerance: 275925.6265634123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462684.53618141613, tolerance: 276014.18259806756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463099.5031111959, tolerance: 276102.029171724 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463142.7635160958, tolerance: 276191.30855114124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464420.5608713982, tolerance: 276273.3906174402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465433.30074167426, tolerance: 276354.5989944684 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466051.06378909864, tolerance: 276436.08796456136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466247.4807945282, tolerance: 276518.4540687243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467078.236658019, tolerance: 276596.6180000311 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467409.5033756589, tolerance: 276675.01493466704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467973.68212384474, tolerance: 276751.53676324495 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467785.0137110993, tolerance: 276831.8352389063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468371.6757151091, tolerance: 276907.007806854 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468417.3045480107, tolerance: 276983.68566777563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468826.6800902027, tolerance: 277057.93781513 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469461.89099326264, tolerance: 277130.26361186994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470436.2244323405, tolerance: 277200.3197499193 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470204.92129487544, tolerance: 277275.5553397045 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469944.0241373904, tolerance: 277353.3974888507 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469739.6555720253, tolerance: 277431.2920672082 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469615.54137989786, tolerance: 277509.0555373854 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469696.0028788832, tolerance: 277589.8347191657 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469838.85895513056, tolerance: 277671.53787209763 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469933.0814320203, tolerance: 277747.95773880114 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469962.499292408, tolerance: 277825.2819627681 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470299.94575153803, tolerance: 277898.5367268638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470326.0247170718, tolerance: 277976.7986674665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470715.23307560384, tolerance: 278058.8195736625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470804.8676505141, tolerance: 278137.80010030366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470817.5598516272, tolerance: 278215.5178584815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470804.2405959103, tolerance: 278291.2451322258 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471193.00567365956, tolerance: 278373.3325009427 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471619.830660566, tolerance: 278456.1909059258 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471589.6095461487, tolerance: 278534.88231722964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472250.7876191417, tolerance: 278619.02026911534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473037.8723602204, tolerance: 278704.80521909136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473057.72661303706, tolerance: 278787.6891555266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472988.4589344644, tolerance: 278869.878126281 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473074.8544929317, tolerance: 278953.3476379582 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473158.73095820064, tolerance: 279037.77084936306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472930.4096370774, tolerance: 279118.61904295866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472732.6824247655, tolerance: 279197.3283214873 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472614.61119358655, tolerance: 279277.4252811564 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472563.8149402287, tolerance: 279358.08095637173 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472824.6978283804, tolerance: 279441.34666791087 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472753.90849771607, tolerance: 279520.03710999154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472732.80267779634, tolerance: 279599.5469614943 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472812.5835628619, tolerance: 279680.865705832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473275.5359272629, tolerance: 279765.6389971032 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473292.47862578137, tolerance: 279847.1454123871 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473280.4142739913, tolerance: 279927.69511753274 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473237.6682224217, tolerance: 280007.7673746207 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473649.5337003024, tolerance: 280081.14691653685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473835.8865248314, tolerance: 280155.45777527406 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473880.8528421011, tolerance: 280234.21543292154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474334.1891768737, tolerance: 280305.46817542345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474494.84239468176, tolerance: 280377.98753934656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474483.92685630935, tolerance: 280453.422280959 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474490.4984771867, tolerance: 280529.30723389174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475754.8270365054, tolerance: 280595.251337978 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475972.0568681238, tolerance: 280664.623778176 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478617.19827525556, tolerance: 280724.7845813657 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478667.56649711565, tolerance: 280792.9621234758 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479017.1718299171, tolerance: 280869.3857979998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478944.62966775044, tolerance: 280937.6391426591 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479284.4679542412, tolerance: 281002.80079562275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479553.7456689112, tolerance: 281067.57437050267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479535.0480404358, tolerance: 281136.14473684435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479509.4085059431, tolerance: 281205.38429940236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483943.84138922347, tolerance: 281257.97547474346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484157.9083655751, tolerance: 281319.61115220154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484393.5318121648, tolerance: 281380.40877735586 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486421.8787704122, tolerance: 281434.1222072877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488413.9352157196, tolerance: 281485.64485806704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492075.66960870125, tolerance: 281531.2618160473 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500895.7646340433, tolerance: 281569.04709830077 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507535.90530573914, tolerance: 281605.4519142147 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519653.12027901993, tolerance: 281633.3624008644 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527695.0432739857, tolerance: 281660.14991454897 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526399.6243772561, tolerance: 281698.79553804797 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524918.0905853005, tolerance: 281736.7746624155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527221.7417509547, tolerance: 281764.4487272917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526511.5141390967, tolerance: 281796.3274700212 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526365.4088852449, tolerance: 281827.5412223636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525614.6403227036, tolerance: 281863.96261747583 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525275.9802423172, tolerance: 281896.80807261745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527173.0987837245, tolerance: 281923.3100708327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528164.8656265436, tolerance: 281950.98754718725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530472.4951339513, tolerance: 281975.4621002308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533773.0358393489, tolerance: 281997.2554441785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533542.9919304667, tolerance: 282028.43504963664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533217.172197249, tolerance: 282058.4575278977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533454.4287250098, tolerance: 282091.1631080965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534157.4037934259, tolerance: 282125.5621241951 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534589.074735495, tolerance: 282159.6694934629 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536130.2276631559, tolerance: 282198.535025723 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536107.2410845448, tolerance: 282231.0706280738 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537014.1374802848, tolerance: 282258.368227644 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536983.5445932886, tolerance: 282288.4581692883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536966.2320283374, tolerance: 282317.26548647013 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537147.7723035619, tolerance: 282343.9351788728 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538341.4095911304, tolerance: 282366.0009366741 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538549.2452208187, tolerance: 282393.9529432653 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538583.3927855808, tolerance: 282418.02770426875 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538822.2833888364, tolerance: 282439.93818894844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538817.0559527474, tolerance: 282462.6360605208 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539885.2099812533, tolerance: 282480.60101894115 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543747.9049794534, tolerance: 282494.2675501444 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543989.8519380166, tolerance: 282511.6768737997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544561.4271119531, tolerance: 282533.67234850524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545382.4681444761, tolerance: 282556.191157169 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547831.669429086, tolerance: 282581.6729660616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550161.1124524333, tolerance: 282608.022602471 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550319.3186296872, tolerance: 282626.7936281905 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550235.1229506658, tolerance: 282648.4927813363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550559.8006846346, tolerance: 282672.2798284613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550392.418193939, tolerance: 282693.639565194 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551070.0065834818, tolerance: 282717.9427013177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553656.5137181861, tolerance: 282745.6709250419 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554313.9891426853, tolerance: 282771.22489285225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555100.401814389, tolerance: 282797.85494169884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554944.722781164, tolerance: 282821.89998543216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554769.1127116483, tolerance: 282846.5474791857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554383.9744438044, tolerance: 282870.09594785195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555750.1969552069, tolerance: 282898.1691646039 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556458.599952323, tolerance: 282925.317889359 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556428.722541961, tolerance: 282950.50505531253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556395.2908695786, tolerance: 282975.9502678761 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555947.8189934941, tolerance: 282999.7790466089 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555360.0499081942, tolerance: 283022.7847846614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555052.8067719031, tolerance: 283046.2683896103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555048.8985412822, tolerance: 283070.201453989 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555028.2571131161, tolerance: 283093.8015948813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555877.4843229841, tolerance: 283119.5049355241 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557157.7587667418, tolerance: 283146.49901203846 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559794.0331923336, tolerance: 283176.53712941054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561141.2774207526, tolerance: 283206.0961153219 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562212.7440720459, tolerance: 283236.4444244892 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561590.7157344623, tolerance: 283263.7769292933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560984.6314072727, tolerance: 283291.42852023925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560086.476256397, tolerance: 283317.0757806137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559286.6816933124, tolerance: 283340.7251454076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558574.223657679, tolerance: 283364.5201859656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557602.4863409516, tolerance: 283385.55140917405 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555532.3376097837, tolerance: 283406.6824945509 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558852.9124569661, tolerance: 283428.4011552894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559564.9635969832, tolerance: 283446.13379542704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559556.3329471356, tolerance: 283466.9356395364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559540.3011394894, tolerance: 283486.5887746543 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559543.6961860213, tolerance: 283506.6356208355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559604.9747066267, tolerance: 283527.09542868164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559851.0059488666, tolerance: 283548.387458437 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557359.8582066154, tolerance: 283572.3758273462 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557200.267164219, tolerance: 283593.6090842967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560733.472730493, tolerance: 283613.10163192323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560639.0639420839, tolerance: 283632.55259258585 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560582.9512602348, tolerance: 283653.17061993066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560494.2234988923, tolerance: 283673.2194190768 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560695.4424177778, tolerance: 283694.50349674566 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558138.4161366001, tolerance: 283717.93522132596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560143.319895137, tolerance: 283741.48867715267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558422.5553708072, tolerance: 283761.0742741596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559672.6376385366, tolerance: 283781.24377453444 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561775.084435198, tolerance: 283801.5408607452 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561606.2390939007, tolerance: 283821.0897576455 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561928.7373760457, tolerance: 283837.447040297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562065.0271677092, tolerance: 283853.74140694685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562264.5924355385, tolerance: 283869.2771945337 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562484.6896996977, tolerance: 283884.11795502313 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563186.283813911, tolerance: 283896.96952205565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563188.776457769, tolerance: 283912.0452256469 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563195.7605307132, tolerance: 283926.48578021757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563248.5328242215, tolerance: 283940.02162070805 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563487.9431287666, tolerance: 283952.28180837026 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564630.8397385462, tolerance: 283962.25805449294 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565636.1775599284, tolerance: 283971.9513026271 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565778.5831413462, tolerance: 283982.7003381418 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566504.2848628261, tolerance: 283991.5518630171 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566800.4258473895, tolerance: 284000.4515897663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567014.5477246796, tolerance: 284008.94609209045 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566991.1299042162, tolerance: 284020.135193306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567038.641417601, tolerance: 284031.44075663626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567966.6246066273, tolerance: 284044.8065582824 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568938.8578481865, tolerance: 284058.5986215783 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569545.2114729788, tolerance: 284072.19189556345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570713.7999331743, tolerance: 284087.62843931944 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572272.8705219586, tolerance: 284104.3643395527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572805.5074504664, tolerance: 284120.265041018 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572659.3551422622, tolerance: 284134.95150602463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574870.9478984212, tolerance: 284154.09915613703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575428.6805408702, tolerance: 284171.8022127857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576095.3257029878, tolerance: 284190.1617282033 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577605.6601107838, tolerance: 284210.18101068726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577703.1229537643, tolerance: 284228.71215653006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576629.7539628928, tolerance: 284244.8756788854 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575985.5605797643, tolerance: 284261.8789371686 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575862.292711837, tolerance: 284279.9865614183 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576904.2304689947, tolerance: 284300.12867796695 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578371.8012955067, tolerance: 284321.0033195119 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577111.5062158331, tolerance: 284341.23854016984 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578598.4571230276, tolerance: 284359.7177696961 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578282.9188884181, tolerance: 284379.0297583204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576608.9169275609, tolerance: 284401.197094819 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577490.664518749, tolerance: 284423.5660899327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577493.826941077, tolerance: 284444.33197476855 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578575.1810078396, tolerance: 284466.0684105279 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579679.768705196, tolerance: 284489.0537388901 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580229.3020940253, tolerance: 284512.4499412044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578901.0635285281, tolerance: 284532.3820112102 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578495.0854885855, tolerance: 284553.9219488951 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577189.8942380853, tolerance: 284574.8570465989 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576977.388298506, tolerance: 284596.5620546349 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578524.0631248208, tolerance: 284619.6177057808 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578986.1894935634, tolerance: 284641.840398627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578950.8388846521, tolerance: 284663.83897009643 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579737.7572780923, tolerance: 284687.6019332407 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580058.0020847502, tolerance: 284711.2807040944 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580361.3033369647, tolerance: 284735.4166965145 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581854.1649465885, tolerance: 284762.5574910857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582636.8568058078, tolerance: 284789.3372577672 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583703.9207518923, tolerance: 284817.7658557821 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583884.3364729539, tolerance: 284844.9107499499 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584647.9443789673, tolerance: 284874.3750340457 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584377.1312694028, tolerance: 284901.70520191826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584096.4145835736, tolerance: 284928.9385540878 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583624.931166509, tolerance: 284953.6782327577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583299.3447213435, tolerance: 284979.3329303245 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582978.869642463, tolerance: 285003.96225174173 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583243.9365885754, tolerance: 285031.3228420153 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583450.6324163979, tolerance: 285058.5145554633 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583543.5832820822, tolerance: 285085.2186635644 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583390.820523491, tolerance: 285110.3773539954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583252.9711245747, tolerance: 285135.399271999 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583412.4264180257, tolerance: 285162.8058722603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583314.8740085821, tolerance: 285188.43041421816 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583448.9083094678, tolerance: 285215.46425976715 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583855.6993139187, tolerance: 285243.78941385297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584926.8859444013, tolerance: 285274.6925089024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585665.353216973, tolerance: 285305.7994930595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585798.0964197356, tolerance: 285335.47122030135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586005.6532434556, tolerance: 285366.3157968509 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585996.8126120807, tolerance: 285396.8933761659 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585898.9242561723, tolerance: 285427.36169144814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585874.3911660989, tolerance: 285458.18996782246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585814.2270130815, tolerance: 285488.65079510683 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585821.885849799, tolerance: 285519.7441631421 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585845.0281780628, tolerance: 285550.98052979884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585726.5546461762, tolerance: 285579.7494317493 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585722.3297109747, tolerance: 285607.2677668874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585717.6480708783, tolerance: 285634.6502184339 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585674.7251268477, tolerance: 285662.83627018303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585662.2900916261, tolerance: 285691.32282316097 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585818.2372714188, tolerance: 285716.8759939997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585889.6905954119, tolerance: 285742.6342431711 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585900.8370016739, tolerance: 285768.98501406115 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586008.3428706708, tolerance: 285797.3527056292 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586088.4789628357, tolerance: 285825.57174301456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586289.7734801248, tolerance: 285854.6786626673 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586321.6852942406, tolerance: 285882.9343410184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586353.0530398606, tolerance: 285911.61392662267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586523.3521536861, tolerance: 285937.4799544096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586617.467425996, tolerance: 285963.57680274686 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587005.5783619406, tolerance: 285987.8940841128 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587276.6297532464, tolerance: 286012.0632004703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587385.5655420055, tolerance: 286036.5366355301 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587454.7436021767, tolerance: 286060.6566915884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587475.9291809138, tolerance: 286086.9742561925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587543.0431645389, tolerance: 286113.7818333375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588147.4273610414, tolerance: 286143.4367224832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588797.610331336, tolerance: 286173.9716883085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589203.3431750904, tolerance: 286204.4626015427 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589660.2009778684, tolerance: 286236.1478658593 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589991.490109819, tolerance: 286268.21823339845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590110.5920724068, tolerance: 286300.22636873263 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590748.0388805177, tolerance: 286334.79334023764 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591264.9105027949, tolerance: 286369.7055458195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591640.8803902979, tolerance: 286404.9587335652 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591767.4292664045, tolerance: 286439.9036669015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591678.1917348587, tolerance: 286474.31727442564 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591747.9350095806, tolerance: 286510.10034858703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591783.9975756827, tolerance: 286545.96578181593 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592214.8780759291, tolerance: 286583.66354740254 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592606.865222484, tolerance: 286621.72774919367 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592747.0337687525, tolerance: 286659.425964137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592630.5597544715, tolerance: 286696.4295735493 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592773.9017481008, tolerance: 286735.0760338932 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592723.5367325298, tolerance: 286773.29801865015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592484.5949834187, tolerance: 286809.9545562894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592452.1065047744, tolerance: 286848.00662828883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592553.8502003101, tolerance: 286886.91180269275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592442.0915581416, tolerance: 286924.7412853265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592307.1776602804, tolerance: 286959.62855636876 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592193.9956981548, tolerance: 286995.69491656544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592140.3884751607, tolerance: 287032.5763030787 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592246.4057085128, tolerance: 287070.78941134986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592805.7066267224, tolerance: 287111.3514795483 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593208.2479640988, tolerance: 287151.8365659757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593463.833472957, tolerance: 287192.62577784265 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593576.3138927498, tolerance: 287233.4246036696 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593635.4004001211, tolerance: 287274.5838520181 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593610.7798703039, tolerance: 287315.47475603904 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593547.5223531389, tolerance: 287355.3041606929 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593696.425885682, tolerance: 287392.3291954279 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593869.7332597262, tolerance: 287428.9497919205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593902.1092984945, tolerance: 287466.5999035711 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593929.4731552944, tolerance: 287505.87688330625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594064.0222925902, tolerance: 287546.2831576052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594317.7590238624, tolerance: 287587.7045466828 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594694.1668664073, tolerance: 287630.51789623604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594873.308011803, tolerance: 287673.1409493243 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595052.0833178188, tolerance: 287716.6253991846 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595185.7197413387, tolerance: 287760.5387090929 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595565.299287006, tolerance: 287806.60944370844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595722.647823129, tolerance: 287852.2309399704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595855.2008639256, tolerance: 287898.2264066169 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595854.9685759305, tolerance: 287943.72308388737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595907.3290549645, tolerance: 287990.1625143799 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595819.0800194342, tolerance: 288035.136638497 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595760.2832559008, tolerance: 288078.761472353 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595758.392982716, tolerance: 288121.5389576316 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595774.2855236209, tolerance: 288166.7778428568 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595776.1084897075, tolerance: 288211.6921858804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595775.7965006591, tolerance: 288256.1283920151 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596008.494647743, tolerance: 288297.00258023967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596297.3336720164, tolerance: 288337.2799693725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596334.0777002327, tolerance: 288379.5104456585 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596371.897472613, tolerance: 288423.60853045544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596435.9853926967, tolerance: 288468.08107176126 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596596.8657664411, tolerance: 288513.60719661886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596777.0246637653, tolerance: 288559.9415128029 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596924.7553747098, tolerance: 288606.9113402664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596965.7051756813, tolerance: 288653.464339845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597243.5434388992, tolerance: 288702.6155633381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597487.9393615806, tolerance: 288752.3984991044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597514.3712345501, tolerance: 288800.9294022783 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597622.5319235448, tolerance: 288850.88916588563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597618.3642209978, tolerance: 288899.8784008596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597610.5804725903, tolerance: 288947.51800911536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597611.3797806873, tolerance: 288996.75291919644 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597629.3753095543, tolerance: 289044.13099363225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597794.4953367694, tolerance: 289089.7771887967 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597964.6414953682, tolerance: 289134.93998527783 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598554.1783005286, tolerance: 289177.34697402787 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598584.4310308867, tolerance: 289222.8609115786 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599087.2945701557, tolerance: 289264.42137925007 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599262.7276356504, tolerance: 289306.84301206266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599327.8976952266, tolerance: 289349.58889966394 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599336.7181234884, tolerance: 289392.4714490695 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599312.6405193583, tolerance: 289438.0246733923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599303.2878332012, tolerance: 289483.9326343563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599633.1466651271, tolerance: 289533.11283055553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599835.0395722802, tolerance: 289582.2763548502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600029.875373224, tolerance: 289632.2072467931 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600039.6494928196, tolerance: 289680.55131940776 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600057.2468212282, tolerance: 289729.7601815844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600184.7509376003, tolerance: 289781.2064971102 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600284.2654097549, tolerance: 289832.7920310626 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600341.5278727249, tolerance: 289884.29572301934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600354.3750550533, tolerance: 289933.6760219481 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600399.4065830535, tolerance: 289982.55601318687 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600409.05988805, tolerance: 290033.52889937547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600419.0523560161, tolerance: 290084.41047938337 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600459.566643066, tolerance: 290135.9978272603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600513.7505999856, tolerance: 290184.8654636227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600536.0017803897, tolerance: 290234.30675884994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600561.4096561122, tolerance: 290285.618987838 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600586.0884851216, tolerance: 290336.9785140058 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600598.1623641404, tolerance: 290387.00386792765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600612.2117149641, tolerance: 290437.8830532279 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600619.9171455256, tolerance: 290488.3664762708 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600707.2460463395, tolerance: 290537.24862507137 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600742.6564340026, tolerance: 290586.6862371525 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600751.0280037468, tolerance: 290637.0209577506 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600761.4282901703, tolerance: 290687.92635069916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600808.0810404806, tolerance: 290739.92921743356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600814.0780753263, tolerance: 290791.0374445377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600820.6263866939, tolerance: 290842.3174146284 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600940.118628646, tolerance: 290891.7314008052 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600983.4166821819, tolerance: 290942.04086669104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600984.9402382978, tolerance: 290993.99929352826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600993.0927956011, tolerance: 291046.5243289362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601007.952280208, tolerance: 291099.4151807523 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601053.233699682, tolerance: 291153.1587626653 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601082.8845781235, tolerance: 291207.08562380105 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601093.8708206246, tolerance: 291260.77318495227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601103.585927199, tolerance: 291314.48552654515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601180.4545167718, tolerance: 291366.5441114659 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601194.7264745882, tolerance: 291421.20877097634 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601218.7620133425, tolerance: 291476.3890027641 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601238.1834374502, tolerance: 291531.65369412303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601271.2115397378, tolerance: 291587.5891788204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601310.9267597487, tolerance: 291644.01003478793 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601335.4688093413, tolerance: 291700.72386369127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601364.4972466643, tolerance: 291755.82090543036 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601375.4786616754, tolerance: 291812.32347802306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601388.6273276643, tolerance: 291869.23684023594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601449.2630855865, tolerance: 291924.2824784499 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601466.0642097892, tolerance: 291981.4474691391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601512.9827030759, tolerance: 292036.77625663934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601945.5947089258, tolerance: 292088.9367461848 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603131.5326580481, tolerance: 292137.5807953395 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603802.9801934799, tolerance: 292186.9207720921 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604428.6039530643, tolerance: 292235.6084475485 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604624.6845763695, tolerance: 292285.0359283142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604966.4054876688, tolerance: 292332.64984867675 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605460.0546220138, tolerance: 292378.79752053827 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605450.0442564513, tolerance: 292427.04346016503 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605242.3199579094, tolerance: 292477.2653734845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605120.0641418905, tolerance: 292526.627976575 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605914.3896089406, tolerance: 292571.2994967962 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606431.8780643324, tolerance: 292616.37742293166 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607248.1011208957, tolerance: 292660.1892053044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607385.658067636, tolerance: 292705.83791054337 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607416.8770818649, tolerance: 292751.1579207614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607157.5744227411, tolerance: 292797.87435590714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606998.925426877, tolerance: 292844.18059584446 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606748.5668525082, tolerance: 292893.15244996996 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606563.7215062558, tolerance: 292942.7690021769 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606437.9019493805, tolerance: 292993.40375341376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606356.8345445172, tolerance: 293044.37643325404 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606308.5247933094, tolerance: 293095.17654424725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606443.4038599934, tolerance: 293144.0762025989 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606453.1452729953, tolerance: 293194.4683119565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606488.8105085385, tolerance: 293244.5274383496 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606506.5425387355, tolerance: 293294.7991715127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606509.350742042, tolerance: 293346.6673970152 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606527.117823104, tolerance: 293398.90357513574 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606541.8544704911, tolerance: 293451.2018987983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606572.6173523507, tolerance: 293504.0992126 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606761.0949171636, tolerance: 293559.3017878456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606868.8419611698, tolerance: 293614.4669969167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606951.4377884342, tolerance: 293669.91455912316 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607050.4533931111, tolerance: 293726.1254741198 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607146.842763895, tolerance: 293783.0249203477 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607179.9979867662, tolerance: 293839.87876641157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607196.9979771738, tolerance: 293896.8031643175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607285.9241630596, tolerance: 293955.0780509153 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607421.8416242211, tolerance: 294014.3798654605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607493.6184780286, tolerance: 294073.6149484232 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607478.5282997034, tolerance: 294131.9326403154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607493.2024116949, tolerance: 294191.14829475817 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607564.3788180092, tolerance: 294251.64922223834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607554.2313934807, tolerance: 294311.14262105286 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607543.3534349913, tolerance: 294370.3212147189 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607540.5316523804, tolerance: 294429.62397693377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607555.7543976092, tolerance: 294489.9439373657 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607565.4463620654, tolerance: 294550.2633093504 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607573.4797861377, tolerance: 294609.979390226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607601.0324038625, tolerance: 294671.03452772205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607686.2175846113, tolerance: 294733.5493825209 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607752.4867013945, tolerance: 294796.3722057951 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607761.974493844, tolerance: 294858.083258753 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607775.8187317168, tolerance: 294920.4141654337 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607810.8642644674, tolerance: 294983.99474778795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607838.8023645869, tolerance: 295047.90342069935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607860.1700701114, tolerance: 295111.9344105522 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607984.3381856671, tolerance: 295178.11064204806 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608060.2474354834, tolerance: 295244.443748141 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608127.5395519715, tolerance: 295307.6232931405 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608158.8382361892, tolerance: 295371.6537602646 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608172.4789470587, tolerance: 295437.2288820595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608185.7267566053, tolerance: 295502.5958709708 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608197.9504922483, tolerance: 295568.39596446726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608243.7797332328, tolerance: 295635.59105123923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608255.5766494707, tolerance: 295701.92222833703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608683.5981678739, tolerance: 295763.7087542677 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608877.7768787874, tolerance: 295826.6951048467 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608885.6320092385, tolerance: 295892.1438493132 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609135.8097441719, tolerance: 295954.37363808765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609125.6279071333, tolerance: 296019.0753163272 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609555.9260335288, tolerance: 296079.2399780269 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610175.9248789073, tolerance: 296138.2032473013 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612420.1376904426, tolerance: 296191.5083803806 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614986.4373009497, tolerance: 296242.31444186583 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614917.9632340957, tolerance: 296300.3152599167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614747.0312645272, tolerance: 296357.70954981487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614407.0844011578, tolerance: 296417.5269729826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614168.4823066565, tolerance: 296475.15543664934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614590.0504734527, tolerance: 296529.5198831489 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615113.9549305567, tolerance: 296584.0627384151 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616115.8895999235, tolerance: 296636.24038209225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617078.6359535572, tolerance: 296687.58351004036 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620053.5473310344, tolerance: 296732.8808608969 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621042.7141371273, tolerance: 296780.3648057798 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622271.38328582, tolerance: 296825.9271546084 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622866.1969526374, tolerance: 296871.5345139142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623313.0665165889, tolerance: 296916.31813532533 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622669.2965456677, tolerance: 296965.91751886415 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622360.528001261, tolerance: 297013.60622082977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622595.4900355121, tolerance: 297058.74082385923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622201.3735645919, tolerance: 297107.6632353408 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621873.4089520351, tolerance: 297157.2033011048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622736.2914072343, tolerance: 297201.53889246425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623917.5198510281, tolerance: 297243.97033637227 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624285.8780890955, tolerance: 297287.91117400245 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624799.8841018958, tolerance: 297331.0134479364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624523.9058470945, tolerance: 297378.2965121421 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624251.1466434569, tolerance: 297426.2298645324 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624041.3980560175, tolerance: 297473.8842345314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624089.45999305, tolerance: 297525.1316299982 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624102.7760106844, tolerance: 297576.2832276971 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624110.2311264643, tolerance: 297627.632500449 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624122.8548853077, tolerance: 297679.1855480363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624131.649569918, tolerance: 297730.11447027436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624376.12213763, tolerance: 297778.51522110734 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624614.2719190649, tolerance: 297826.45541104453 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625228.0199261046, tolerance: 297871.88183646434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625553.9191670879, tolerance: 297917.71673055214 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625775.1028502621, tolerance: 297963.2492669746 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626840.0311571797, tolerance: 298004.3890010002 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627961.662795118, tolerance: 298044.18348659703 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628779.2551892272, tolerance: 298083.55225006014 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629458.9324892886, tolerance: 298122.3168473093 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629662.804390474, tolerance: 298161.76141598093 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629506.0233321381, tolerance: 298205.34975193883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629461.0831965763, tolerance: 298250.25968276896 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629495.3754018268, tolerance: 298296.2026189621 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629489.9002525274, tolerance: 298342.2463682678 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629670.7278129647, tolerance: 298390.56249650236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629740.6051933023, tolerance: 298438.84834328445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629782.6172813232, tolerance: 298487.30973287224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630084.1650055555, tolerance: 298531.46512816066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630223.7994665038, tolerance: 298576.4649704541 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630239.7864024258, tolerance: 298623.1142152237 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630368.8172422362, tolerance: 298667.8791330419 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630417.2708155706, tolerance: 298715.917758573 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630577.5901309024, tolerance: 298765.20390452095 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630884.8665117468, tolerance: 298816.23236569576 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631049.7526245455, tolerance: 298867.0867846674 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631075.9084567176, tolerance: 298916.8406218257 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631072.4441448699, tolerance: 298965.94085300673 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631066.2615311921, tolerance: 299015.04411940865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631249.4742265651, tolerance: 299067.5990966486 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631321.0648275058, tolerance: 299119.36688121426 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631475.4972937586, tolerance: 299172.10767241986 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631548.9891993261, tolerance: 299224.63373162545 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631532.8186809969, tolerance: 299276.5499088604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631529.8665159416, tolerance: 299329.34887847264 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631489.6145402123, tolerance: 299381.16716527386 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631820.0131425628, tolerance: 299428.53055099974 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632208.101540552, tolerance: 299475.0843493995 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632593.0260557777, tolerance: 299521.0387320321 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632857.5991933267, tolerance: 299567.004412027 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632863.7133909587, tolerance: 299614.7653433819 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632836.2886193364, tolerance: 299662.7438510463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632983.8952605443, tolerance: 299708.1833305028 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633178.9283798583, tolerance: 299753.08697117865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633436.612191822, tolerance: 299797.40606257296 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634072.3487225502, tolerance: 299839.68084107985 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634391.7264833531, tolerance: 299882.40087803156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634739.6578447984, tolerance: 299924.06157487194 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634665.3696200954, tolerance: 299967.98877226847 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634805.7971830566, tolerance: 300009.85756232264 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634863.6566344178, tolerance: 300051.7736498191 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634766.7529817242, tolerance: 300097.78827676136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634762.8369713776, tolerance: 300145.1369542063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634950.020639223, tolerance: 300194.4827959664 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634929.3992178286, tolerance: 300242.05802984355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634946.4063098899, tolerance: 300290.60135068273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634972.7575359202, tolerance: 300339.8806733295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635016.1513232314, tolerance: 300389.90996276244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635172.4993022004, tolerance: 300441.6945041576 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635278.5010665993, tolerance: 300493.3568545849 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635378.3252172188, tolerance: 300545.584313134 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635422.5606690586, tolerance: 300597.7453655889 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635439.5123924739, tolerance: 300650.03364301805 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635663.9465976508, tolerance: 300704.81969905185 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635765.5929683103, tolerance: 300759.1653933442 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635753.0801543627, tolerance: 300812.695810468 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635689.3070648196, tolerance: 300864.8451223638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635854.8614666647, tolerance: 300920.4869417276 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635852.5123112755, tolerance: 300975.1542434887 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635922.5399910236, tolerance: 301030.6362302604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635934.9414736571, tolerance: 301085.6690764563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635900.5621871554, tolerance: 301140.17191636376 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635875.2103869348, tolerance: 301195.41390312585 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635827.6388280034, tolerance: 301249.2878631261 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636018.5792015218, tolerance: 301306.6923616443 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636145.2623411146, tolerance: 301363.9708484314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636199.9248308083, tolerance: 301420.95276780054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636303.6606168807, tolerance: 301479.00216810015 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636358.4814166006, tolerance: 301537.06948866387 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636399.7697396381, tolerance: 301595.80895324744 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636526.2541337573, tolerance: 301655.824001845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636552.65330053, tolerance: 301715.16804369097 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636572.8041680482, tolerance: 301774.8711346461 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636658.8019793581, tolerance: 301835.8897975462 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636661.968248777, tolerance: 301893.99710936676 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636663.5404975794, tolerance: 301953.98194795405 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636676.5630809134, tolerance: 302014.28269118804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636698.5067605588, tolerance: 302075.01386532886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636726.8704307632, tolerance: 302136.1332000669 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636753.275648363, tolerance: 302197.2472767805 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636756.8617911235, tolerance: 302257.8552660332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636762.3182226596, tolerance: 302318.6621903246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636770.2035762423, tolerance: 302379.37970566156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636780.1891396206, tolerance: 302440.2635411332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636817.9032659017, tolerance: 302502.5814682935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636877.3650315981, tolerance: 302565.58581276715 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637295.1529883618, tolerance: 302632.301648492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637672.0026635736, tolerance: 302699.79302539275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637841.918608098, tolerance: 302766.84867301024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637835.1581062253, tolerance: 302832.29181161104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637831.6982031239, tolerance: 302898.5878217919 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637813.7501001096, tolerance: 302964.03560567857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637930.2160241951, tolerance: 303027.17658663745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638039.9679504381, tolerance: 303090.07712663535 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638499.8334981815, tolerance: 303149.92821778666 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638836.28867429, tolerance: 303209.80978799233 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638846.578615116, tolerance: 303272.5168876423 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638840.0643260462, tolerance: 303335.6977346926 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638831.8856050066, tolerance: 303398.5698494201 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638977.159203532, tolerance: 303458.7495315528 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638967.1188028111, tolerance: 303521.68549209327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639045.2531945257, tolerance: 303583.2009453268 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639128.2466621388, tolerance: 303644.4510064011 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639289.0458436245, tolerance: 303704.5694513329 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639289.3498494533, tolerance: 303768.7018009545 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639433.3450228067, tolerance: 303835.32517970965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639576.8647521688, tolerance: 303902.45950187277 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639641.0728542596, tolerance: 303969.32435829623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639674.9790297259, tolerance: 304036.28311770334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639701.4706055359, tolerance: 304103.97605182003 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639732.7869599133, tolerance: 304172.43854134285 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639805.9444421757, tolerance: 304242.1215920432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639853.3707133912, tolerance: 304311.80510701984 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639886.2461076526, tolerance: 304381.66784726206 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639896.2559947496, tolerance: 304450.46199104417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639911.6251023532, tolerance: 304520.51978307334 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639924.1565209305, tolerance: 304590.7421786359 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639946.2071053846, tolerance: 304661.48718350916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640015.7162302565, tolerance: 304733.4930485803 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640107.0292056282, tolerance: 304806.2103618437 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640136.1817526267, tolerance: 304878.5651610464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640152.3125890864, tolerance: 304951.0411027832 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640158.6479795157, tolerance: 305023.672357006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640160.6431770031, tolerance: 305096.51028451056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640157.839048193, tolerance: 305169.01432514196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640160.5050824356, tolerance: 305241.46758661093 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640323.1058088974, tolerance: 305316.3534328948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640414.711115813, tolerance: 305390.9403042286 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640567.3054270576, tolerance: 305466.6194704842 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640632.5520172353, tolerance: 305541.81754811615 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640645.1886750335, tolerance: 305616.5983706368 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640634.1982586123, tolerance: 305691.0666383225 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640652.881490548, tolerance: 305766.34322363924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640784.7151482627, tolerance: 305843.61454399914 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640858.328468874, tolerance: 305920.4890536578 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641035.385983616, tolerance: 305999.0242428288 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641175.9814573553, tolerance: 306077.8644731056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641171.5652959106, tolerance: 306154.38497780816 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641171.5752594933, tolerance: 306230.60490223364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641175.6344518554, tolerance: 306307.3548414628 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641206.3079478003, tolerance: 306385.41211826913 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641241.058352046, tolerance: 306463.51882684533 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641324.8315102649, tolerance: 306542.58104499354 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641410.0853715641, tolerance: 306622.1507564403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641499.7426580711, tolerance: 306697.62486187066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641518.807933721, tolerance: 306774.79734240164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641679.4830059331, tolerance: 306855.7771689559 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641755.0576114864, tolerance: 306936.1065574594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641845.8435066879, tolerance: 307016.9761577341 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641962.9009234692, tolerance: 307098.5141212279 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642116.956747603, tolerance: 307181.52477939945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642269.3264630849, tolerance: 307265.53288255865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642331.7776698505, tolerance: 307348.85453467164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642373.3578018649, tolerance: 307432.3456229273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642459.8903277569, tolerance: 307517.1608776563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642542.2337050908, tolerance: 307602.5493668939 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642561.4570619297, tolerance: 307687.1316110207 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642649.2461637837, tolerance: 307773.23756386415 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642750.7565348598, tolerance: 307860.09615524084 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642840.2974794845, tolerance: 307947.4244008159 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642940.0243434149, tolerance: 308029.6644379346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643150.5130430526, tolerance: 308110.44164388103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643349.0353713182, tolerance: 308190.9743330624 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643372.417775071, tolerance: 308273.9880075892 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643408.2735187251, tolerance: 308358.33312126674 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643490.9961680141, tolerance: 308438.87369518226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643539.9247697762, tolerance: 308519.7824063976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643619.306648136, tolerance: 308604.7835419093 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643633.6980505356, tolerance: 308687.9721895402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643716.1299421128, tolerance: 308769.1516157079 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643722.4494012955, tolerance: 308852.4399376267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643736.5316410689, tolerance: 308935.38872704917 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644136.5816690008, tolerance: 309013.8512916363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644244.3609628364, tolerance: 309093.93594771647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644433.8064873344, tolerance: 309172.60389818356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644922.7620165244, tolerance: 309248.7067629121 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646119.7346565345, tolerance: 309320.5020425486 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646345.8150686537, tolerance: 309395.1693707512 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646377.348320593, tolerance: 309470.7782204535 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646238.5867317583, tolerance: 309549.7469691184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646096.596221672, tolerance: 309627.8878367506 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645975.7044991329, tolerance: 309706.68592711637 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645934.6314321838, tolerance: 309787.63949004735 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645922.8259421745, tolerance: 309869.328648403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645909.5827620603, tolerance: 309950.35546785966 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645929.5783953258, tolerance: 310033.04490860656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646010.6858426493, tolerance: 310117.33478231385 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646044.9462403257, tolerance: 310201.1676050686 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646115.6232788689, tolerance: 310286.19816173776 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646170.3389051226, tolerance: 310371.3019765793 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646201.610625124, tolerance: 310456.3499313516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646236.4506955573, tolerance: 310541.92383019975 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646255.4762877664, tolerance: 310627.1109452963 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646272.0291955086, tolerance: 310711.30368779897 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646303.2715913908, tolerance: 310794.8055628295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646421.228872149, tolerance: 310876.42446742463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646509.3154448523, tolerance: 310958.0774330757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646569.7862836167, tolerance: 311039.7391589705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646588.4968731549, tolerance: 311122.3249278987 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646704.8368671975, tolerance: 311202.27816305205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646727.8455741411, tolerance: 311283.5636422029 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646811.7678137489, tolerance: 311368.0680207603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646961.4615037551, tolerance: 311453.85634340317 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647040.8812879816, tolerance: 311539.23891512875 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647258.2935556046, tolerance: 311626.83983213466 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647516.3683152345, tolerance: 311716.0119123501 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647732.032023256, tolerance: 311806.08439479937 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647904.8797980358, tolerance: 311896.73965811654 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647976.8259696341, tolerance: 311986.92808559374 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647981.2003048022, tolerance: 312076.23275275924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648006.7318375622, tolerance: 312163.77637016197 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648176.6263451758, tolerance: 312249.0365291456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648249.0443449798, tolerance: 312335.22942451865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648271.2240022272, tolerance: 312422.54500098934 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648332.859760106, tolerance: 312511.8917575761 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648365.2629389244, tolerance: 312598.3985547442 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648382.9827955826, tolerance: 312686.1199332491 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648460.148642285, tolerance: 312771.8033946085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648646.0796756881, tolerance: 312855.94565907307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648799.6283808812, tolerance: 312939.9866260381 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648808.1910082204, tolerance: 313026.17482119397 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648813.6313894906, tolerance: 313112.89425637573 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648851.8530961476, tolerance: 313197.6888534279 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649108.4136510903, tolerance: 313279.56922972266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649345.2440048467, tolerance: 313361.2413611542 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649469.112177655, tolerance: 313443.66138553683 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649487.0056638473, tolerance: 313527.0206344973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649450.9471598985, tolerance: 313611.3592705396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649472.242891703, tolerance: 313698.29583735403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649667.4607141848, tolerance: 313779.5995318511 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649889.4616390778, tolerance: 313860.6021092154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650407.470288677, tolerance: 313939.3098305065 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651264.3752471762, tolerance: 314015.5443753755 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651881.9768818222, tolerance: 314091.55393391685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652324.9540698618, tolerance: 314166.6180868752 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652359.9105863145, tolerance: 314243.31653607066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652720.233119855, tolerance: 314316.8810606431 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652895.1489446425, tolerance: 314390.5814593757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652747.9952563304, tolerance: 314467.05133932125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653026.7757883315, tolerance: 314539.63527052355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653175.0155809982, tolerance: 314612.5880696362 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653160.4166550185, tolerance: 314686.1917707457 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653062.84401212, tolerance: 314760.9671399039 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652942.2894555985, tolerance: 314838.7292546111 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652834.109226843, tolerance: 314915.01004400296 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652795.6357859607, tolerance: 314990.6460424839 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653033.070680828, tolerance: 315063.67691934365 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653062.3575095724, tolerance: 315138.7024345519 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653037.603984598, tolerance: 315216.6154421841 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653109.2574092639, tolerance: 315296.4252236638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653384.1690561268, tolerance: 315378.6052762814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654080.2156567142, tolerance: 315464.2603094053 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654450.4569966329, tolerance: 315549.57274300896 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654666.727407222, tolerance: 315635.12129202846 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655044.3515961438, tolerance: 315723.2673637784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655091.1196336411, tolerance: 315809.6417352704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655118.9588247093, tolerance: 315891.54530094814 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655200.1819178242, tolerance: 315972.38243910886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655211.911360063, tolerance: 316053.94386108924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655289.8272777199, tolerance: 316133.90371356596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655297.3657433031, tolerance: 316215.158054091 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655340.9446507989, tolerance: 316294.4839905048 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655452.1770963921, tolerance: 316377.63651251263 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655526.8725962015, tolerance: 316460.61554345494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655881.9000851761, tolerance: 316546.88732026063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656137.2671362152, tolerance: 316633.37416028214 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656200.4008875705, tolerance: 316718.4434771685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656197.0677998086, tolerance: 316802.491645166 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656518.004141563, tolerance: 316881.6423401749 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656886.4214671525, tolerance: 316960.0332957366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657343.8390283657, tolerance: 317036.9351403091 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657756.7146551923, tolerance: 317112.8929306007 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659135.9136927902, tolerance: 317183.21622630826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659748.9212649168, tolerance: 317254.5887786363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663396.7004024715, tolerance: 317316.1324252892 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665864.3271741454, tolerance: 317377.5595449594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674497.3922098314, tolerance: 317427.0907575298 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675698.7775281903, tolerance: 317484.3661036222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679497.2055867638, tolerance: 317534.066526699 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678856.5795576759, tolerance: 317591.3435416284 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677976.703021003, tolerance: 317649.55043201736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676992.6846244774, tolerance: 317711.7334074792 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676273.8148658972, tolerance: 317772.0719494099 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675667.537529257, tolerance: 317832.5779874567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677616.7740461401, tolerance: 317885.0774958437 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680243.5285292409, tolerance: 317935.118547505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682094.7880277598, tolerance: 317985.19384923665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681771.901109654, tolerance: 318040.86333894765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681262.7019806047, tolerance: 318098.82398602547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680845.0358039885, tolerance: 318154.0196828337 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680431.8060038987, tolerance: 318211.8431216871 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680512.9648711242, tolerance: 318274.8302959174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680563.7286429371, tolerance: 318338.2605152281 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680693.0963871807, tolerance: 318402.63655658864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680680.9374421675, tolerance: 318464.70307651116 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681158.2293471155, tolerance: 318522.0565498504 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681832.3068439271, tolerance: 318578.0877431586 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681847.8923100566, tolerance: 318639.2195211308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681881.2649293841, tolerance: 318698.3703459622 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682349.4966103628, tolerance: 318752.742500862 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682467.143709789, tolerance: 318808.29935328494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682480.0834442676, tolerance: 318865.4399398888 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682577.568497859, tolerance: 318924.9877632526 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683166.3292157741, tolerance: 318987.72199635784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683897.5295865313, tolerance: 319051.54543283605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684065.6286428921, tolerance: 319113.4700703561 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684097.5002203882, tolerance: 319175.0720027214 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684375.5725977278, tolerance: 319231.2451079157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685974.5449717286, tolerance: 319281.97338517336 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686816.6769568509, tolerance: 319333.6780429584 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686845.3613594341, tolerance: 319389.2595316435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686904.9825059405, tolerance: 319446.702169127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686930.222303953, tolerance: 319500.51010047336 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686922.6693203112, tolerance: 319555.6895935342 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687300.04713243, tolerance: 319606.6406143745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688896.6488626475, tolerance: 319653.09338013385 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689189.8723330696, tolerance: 319702.9702768434 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689120.3007079436, tolerance: 319755.71672330407 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689249.0118005245, tolerance: 319811.54118459224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689238.3971477747, tolerance: 319865.9462005579 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690171.4608773168, tolerance: 319926.31544720614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690718.1561799266, tolerance: 319986.77758680424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691349.2611977733, tolerance: 320049.0661640388 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691633.2427937688, tolerance: 320110.781017038 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692360.3610771653, tolerance: 320175.8178569567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692294.7491073254, tolerance: 320237.0767524303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692646.0847919299, tolerance: 320302.22538033366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692585.7829832433, tolerance: 320364.8873377617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692588.6143215622, tolerance: 320428.4161245972 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693081.157694719, tolerance: 320495.63233320025 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694074.2087573081, tolerance: 320565.47830302553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694030.120932733, tolerance: 320631.17639474076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694232.6955577562, tolerance: 320698.9814804659 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695952.8646121947, tolerance: 320773.9721317167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697051.5008326498, tolerance: 320849.03928161267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696839.5119477985, tolerance: 320918.6892779071 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696641.2489826719, tolerance: 320982.607802491 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696332.2614967957, tolerance: 321049.6930823989 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696354.7603946665, tolerance: 321120.6315943085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696328.8289374602, tolerance: 321190.2328169976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696613.3265777895, tolerance: 321261.1472334079 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697309.0984140838, tolerance: 321334.56638493866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697211.9300921777, tolerance: 321400.17209453956 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697078.862183651, tolerance: 321467.4971620044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697247.9105352097, tolerance: 321538.8341812384 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697210.3065161855, tolerance: 321608.13747364935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697262.9356640573, tolerance: 321678.438943493 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697263.5339836618, tolerance: 321745.27020596527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697601.2932647826, tolerance: 321808.738433222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697904.9326568758, tolerance: 321872.1216620602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698727.7400544339, tolerance: 321931.9384184371 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699436.1301102671, tolerance: 321990.98551046866 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700815.5901779812, tolerance: 322046.0597465567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701785.4667395874, tolerance: 322100.6645016474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701652.3544357261, tolerance: 322160.38330146833 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701469.1979623229, tolerance: 322220.5027242816 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702341.1630470229, tolerance: 322288.9093893677 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702873.1061055152, tolerance: 322356.9137557846 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703152.9144965298, tolerance: 322424.8595117726 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703510.8713835098, tolerance: 322494.922464155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703722.6825216671, tolerance: 322565.2088512551 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703827.5369457423, tolerance: 322635.9122758743 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703893.395946245, tolerance: 322702.19427021034 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703927.1782662844, tolerance: 322771.9037463668 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703962.7770933198, tolerance: 322838.51325305627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704094.2322591286, tolerance: 322903.37242398213 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704417.902716159, tolerance: 322966.0019448008 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704556.4925779103, tolerance: 323029.24655818794 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704617.3443962527, tolerance: 323093.1060291222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704792.5781850095, tolerance: 323154.6905200192 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704986.8043414196, tolerance: 323222.0378077103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705200.0904769877, tolerance: 323289.77376339684 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705561.6131617512, tolerance: 323359.20313360525 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706085.2208178807, tolerance: 323430.52393021394 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706430.7172879967, tolerance: 323501.8520391339 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706398.6060724056, tolerance: 323570.52862764575 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706477.419994219, tolerance: 323641.4312946356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706446.4531039264, tolerance: 323711.4146797394 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706745.9117847144, tolerance: 323784.68210019515 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706992.8464234761, tolerance: 323857.9807544154 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707272.4134542731, tolerance: 323931.91472519026 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707354.5391431119, tolerance: 324005.2809661772 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707435.051761091, tolerance: 324079.1331908026 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707652.7593271278, tolerance: 324154.9441736167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707808.758612169, tolerance: 324230.81463417195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707963.2501453335, tolerance: 324307.2018648884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707968.4406805204, tolerance: 324382.462578798 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708003.1041830939, tolerance: 324458.50986556767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708264.4441530069, tolerance: 324537.0736015454 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708612.777381873, tolerance: 324616.7760100397 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708874.655015636, tolerance: 324696.6248973385 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709060.2916942663, tolerance: 324776.57388641586 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709110.9368005345, tolerance: 324856.27092650597 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709313.2538467421, tolerance: 324938.0072930549 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709294.620327297, tolerance: 325018.35901021253 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709242.2865279272, tolerance: 325098.3239110085 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709165.053980217, tolerance: 325177.6854732983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709103.087510806, tolerance: 325256.9295255019 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709181.9336352439, tolerance: 325338.25584164704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709287.0667606096, tolerance: 325419.832958662 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709798.1443472251, tolerance: 325504.9334371769 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710141.8135322956, tolerance: 325589.9173546063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710408.3325084455, tolerance: 325675.39206398994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710594.2675810703, tolerance: 325761.39414794435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710720.213114949, tolerance: 325847.75413789577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710657.0754192318, tolerance: 325932.3810301248 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710700.3508144837, tolerance: 326018.6845199062 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710710.4477435634, tolerance: 326104.7406422603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710669.3128101977, tolerance: 326189.4418080061 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710789.0626660755, tolerance: 326276.87930000783 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710937.6515635642, tolerance: 326364.90258615895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711043.4094832335, tolerance: 326453.098023649 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711067.9206909859, tolerance: 326540.4291942686 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711138.8873323594, tolerance: 326628.8359223715 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711189.8748991772, tolerance: 326717.6600256241 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711243.9741181857, tolerance: 326806.8212281846 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711338.212131728, tolerance: 326896.8393304122 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711347.992074004, tolerance: 326985.61629507114 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711417.7181614076, tolerance: 327075.9730552503 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711430.1265252075, tolerance: 327165.4718782057 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711426.217297206, tolerance: 327253.95879915956 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711614.8947403377, tolerance: 327338.533037463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711657.2141596897, tolerance: 327424.80937791406 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711694.7770124681, tolerance: 327513.55857003777 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711778.1960329915, tolerance: 327603.2327538868 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711856.5878473565, tolerance: 327692.93657785904 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712398.1259284597, tolerance: 327787.39878440194 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712685.9517584821, tolerance: 327881.52403576236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713005.242105251, tolerance: 327977.2578029438 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713223.3382457031, tolerance: 328073.28619768994 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713433.968637151, tolerance: 328170.39833220706 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713471.84133258, tolerance: 328266.6656354172 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713470.0477426695, tolerance: 328362.4046922338 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713450.3335590941, tolerance: 328456.1628905294 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713435.8657128908, tolerance: 328550.7488469412 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713617.041631965, tolerance: 328649.13289729645 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713712.6545565557, tolerance: 328746.7139155769 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713730.6174772478, tolerance: 328842.9078647631 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713738.8595061621, tolerance: 328938.6461680998 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713759.4601243717, tolerance: 329035.38987003855 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713853.7141096479, tolerance: 329134.2108882966 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713887.3566068439, tolerance: 329231.8966755419 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713921.6180281858, tolerance: 329326.74001843284 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713963.4637659165, tolerance: 329421.39935380046 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714219.1607641088, tolerance: 329512.9815140124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715066.2493687039, tolerance: 329600.08872301725 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715362.7255395325, tolerance: 329689.08334558905 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715362.9095140435, tolerance: 329781.6596529792 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715473.5990134857, tolerance: 329870.92285895784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715525.8558550063, tolerance: 329960.0437850818 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715526.5312158328, tolerance: 330053.2019939458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715510.5343644263, tolerance: 330145.2622946559 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715560.8846165566, tolerance: 330235.7398104308 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715576.3956598224, tolerance: 330326.5117306948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715767.6656485788, tolerance: 330415.0766846494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715867.5271415442, tolerance: 330504.5789663433 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715846.4957674468, tolerance: 330597.6459901748 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715896.8947156672, tolerance: 330692.5014578528 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715965.607642827, tolerance: 330788.0036967211 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715978.6495977507, tolerance: 330882.431043172 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716027.6899491191, tolerance: 330978.3891340071 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716050.870398867, tolerance: 331073.6480483211 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716130.1112130609, tolerance: 331166.80948405736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716610.6674122424, tolerance: 331255.67177341646 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716949.8070968494, tolerance: 331344.61268751783 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717323.7372182123, tolerance: 331432.4399621923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717758.6984986741, tolerance: 331518.55088537716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717928.2217857616, tolerance: 331605.28427131433 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718068.4319349488, tolerance: 331691.15146682016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718488.5668693585, tolerance: 331774.24272623874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718967.8085638792, tolerance: 331855.92698961985 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719437.7719846972, tolerance: 331936.54463294527 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720443.8545166234, tolerance: 332013.6108895313 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721457.8789043505, tolerance: 332088.98376663803 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721463.9876021758, tolerance: 332167.995752115 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721378.8053167724, tolerance: 332247.1109905858 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721223.2988876132, tolerance: 332326.61281565164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721041.4988015185, tolerance: 332406.4288871856 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720945.2064284266, tolerance: 332485.72412265465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720812.7366858033, tolerance: 332567.63003605336 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720926.0408547032, tolerance: 332646.1046451835 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721083.7358503363, tolerance: 332724.0399786871 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722265.1750139657, tolerance: 332796.36856036977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723103.0799812144, tolerance: 332868.71129849757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723433.1387539787, tolerance: 332942.29479905666 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723261.1613243466, tolerance: 333021.03912612144 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723104.8908182002, tolerance: 333099.74809507123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723061.2466837857, tolerance: 333180.3510023748 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723013.269637509, tolerance: 333257.96743200236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722995.1003458609, tolerance: 333338.2835424223 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723028.7976497418, tolerance: 333416.93082103424 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723057.3050756197, tolerance: 333498.1097177195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723238.5311447178, tolerance: 333581.77233793505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723427.1092745851, tolerance: 333665.7790388404 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723794.6847421189, tolerance: 333752.21139792044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724007.3423048622, tolerance: 333838.2069859386 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724073.4018682054, tolerance: 333918.68533735146 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724062.2235947119, tolerance: 334000.8681053737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724281.3533253581, tolerance: 334079.22376281297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724345.5268532848, tolerance: 334158.6828162008 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724367.7640068007, tolerance: 334240.25951801776 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724396.6736455734, tolerance: 334321.3185935948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725029.3491922918, tolerance: 334408.4397206493 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725627.4015937893, tolerance: 334496.1756536415 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726233.7930012523, tolerance: 334585.5011911133 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726437.751567226, tolerance: 334673.60175754357 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726400.2380270485, tolerance: 334759.2858403583 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726335.5640333537, tolerance: 334844.5480244248 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726339.3568725643, tolerance: 334927.7815448915 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726341.3067476273, tolerance: 335011.00031723425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726385.492189437, tolerance: 335092.9920232701 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726496.3662425822, tolerance: 335179.00868033106 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726563.408535946, tolerance: 335264.4324749789 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726754.8801914151, tolerance: 335351.7088099931 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727044.5598647963, tolerance: 335440.6837853409 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727297.2788776215, tolerance: 335530.35189778893 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727299.3009805355, tolerance: 335617.40450705745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727340.0460812766, tolerance: 335702.19510632573 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727551.153775281, tolerance: 335784.74091058056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727727.6039633473, tolerance: 335867.19941756583 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727769.6152735266, tolerance: 335953.7146132195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728308.3375654782, tolerance: 336045.112532162 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728722.3126308578, tolerance: 336136.37024325965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728897.9312573073, tolerance: 336226.47694514145 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728944.2565142747, tolerance: 336315.81392653874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728955.0348481741, tolerance: 336403.1990093514 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729102.0172735311, tolerance: 336495.49860247184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729282.6907908084, tolerance: 336588.4094427274 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729568.1234416601, tolerance: 336682.6854417155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729784.1388996877, tolerance: 336777.117894401 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729921.6162183401, tolerance: 336871.65053833585 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729999.721246901, tolerance: 336966.7684504877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730022.8729339209, tolerance: 337061.53074424784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730026.8876766417, tolerance: 337156.24540137185 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730040.7109348142, tolerance: 337251.2591020867 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730169.9613367979, tolerance: 337348.2155206346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730302.008566483, tolerance: 337445.6815645091 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730394.8324920449, tolerance: 337543.1287111754 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730400.9159378312, tolerance: 337639.5862019347 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730397.2406950337, tolerance: 337736.0937094613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730390.1132056274, tolerance: 337830.35981692147 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730390.6316643511, tolerance: 337926.37875110435 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730398.7260383269, tolerance: 338022.2497368125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730412.3351162871, tolerance: 338117.8849012146 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730433.4341863021, tolerance: 338213.74020120985 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730472.8173857538, tolerance: 338307.4392039874 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730491.6355478514, tolerance: 338402.50518076954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730513.761895923, tolerance: 338497.23900870763 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730540.2766616172, tolerance: 338591.66850092745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730846.0152355809, tolerance: 338691.741091041 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731192.3756346237, tolerance: 338792.9640560461 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731281.2800751186, tolerance: 338892.402760704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731378.4622017443, tolerance: 338992.7236677247 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731454.9544710442, tolerance: 339093.63304238685 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731857.1906128397, tolerance: 339199.2906732414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732279.5226091045, tolerance: 339306.12574188074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732478.8431445447, tolerance: 339412.0020015498 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732555.8967261217, tolerance: 339517.479749514 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732594.2907377391, tolerance: 339623.2991175786 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732582.4038001288, tolerance: 339728.941964361 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732573.7419557772, tolerance: 339834.54817010224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732563.3219188252, tolerance: 339939.4714470431 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732620.145871464, tolerance: 340041.2700749314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732773.897626597, tolerance: 340141.393373773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732792.7507759191, tolerance: 340244.289944697 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732833.6088302716, tolerance: 340345.8625477787 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732858.2166856324, tolerance: 340448.1930172389 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732884.2543973353, tolerance: 340550.76495276403 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732926.6287439137, tolerance: 340654.3872975502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733036.9496203541, tolerance: 340760.1258890138 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733115.3248060269, tolerance: 340865.75382026075 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733142.931379039, tolerance: 340970.3323399196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733249.6355965179, tolerance: 341071.9728068557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733494.2448170814, tolerance: 341171.8093595098 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733692.1882528655, tolerance: 341271.688598594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733896.6489253261, tolerance: 341370.70698550425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733911.1286852943, tolerance: 341472.0219710653 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733954.7918244973, tolerance: 341576.3224813049 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734041.3738940705, tolerance: 341681.8361040985 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734063.2924600077, tolerance: 341786.60364047205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734266.4602360332, tolerance: 341886.4722862713 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734469.9065195769, tolerance: 341986.4536278767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735202.6226738745, tolerance: 342082.32339955034 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735863.6434862184, tolerance: 342177.328640251 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736154.3646469375, tolerance: 342273.14562445297 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736290.8557510007, tolerance: 342368.74837479537 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736349.0286728272, tolerance: 342464.38148620684 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736245.4426754302, tolerance: 342563.04327503924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736255.2598965333, tolerance: 342659.0501491274 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736247.0165642014, tolerance: 342755.6448375571 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736192.908713051, tolerance: 342854.4266593258 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736722.473150903, tolerance: 342946.58007262385 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737760.6227862881, tolerance: 343035.4828330718 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738376.7020941285, tolerance: 343124.8155744561 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738787.9819648248, tolerance: 343214.17050991516 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739156.5487141603, tolerance: 343302.47692468757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739836.0801250273, tolerance: 343387.22979933396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740321.8251827961, tolerance: 343471.5742366327 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740465.162710048, tolerance: 343557.1147698953 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740235.9182378574, tolerance: 343647.71263109636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740037.0114661669, tolerance: 343738.47369997593 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739881.3745720516, tolerance: 343829.83724341844 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739922.347646573, tolerance: 343924.6851428793 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739909.3595272473, tolerance: 344018.9642832268 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739913.7896171313, tolerance: 344111.8091269739 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739927.0595444791, tolerance: 344206.77146692923 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739968.852280598, tolerance: 344302.89799755585 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740001.4343403096, tolerance: 344399.05691834807 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740024.8943984142, tolerance: 344493.889797674 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740054.3525581105, tolerance: 344588.24138125224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740078.0830317216, tolerance: 344683.0141425356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740102.4800229887, tolerance: 344778.68373353226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740147.1881934195, tolerance: 344875.1502019094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740192.8621755589, tolerance: 344971.6982217594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740317.1746002517, tolerance: 345070.067542147 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740408.4348179196, tolerance: 345168.5508244542 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740419.620260019, tolerance: 345265.23714531027 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740440.2815753854, tolerance: 345360.75984554517 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740515.1170989213, tolerance: 345459.5777495854 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740834.9813541196, tolerance: 345561.67577625014 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740908.2405738829, tolerance: 345661.5536552259 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741075.1794137585, tolerance: 345762.9993848178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741065.5844067717, tolerance: 345861.7228062762 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741055.6363287467, tolerance: 345959.740924785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741097.1448864993, tolerance: 346056.39846364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741143.2277565981, tolerance: 346152.70338480733 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741392.4422175358, tolerance: 346245.9448875554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741428.1831681675, tolerance: 346343.81863918604 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742319.8936291302, tolerance: 346448.9785610498 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742892.5253527025, tolerance: 346553.5000180233 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743487.2939422218, tolerance: 346659.46429225436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743751.9813038679, tolerance: 346764.47383393074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743780.87536538, tolerance: 346868.50038068084 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743785.1674579732, tolerance: 346973.3040211199 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743939.497466173, tolerance: 347080.37859065 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744048.8163060148, tolerance: 347187.4245316449 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744121.7186033551, tolerance: 347294.1730506555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744193.0100901657, tolerance: 347401.2507027426 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744232.4146544101, tolerance: 347508.3742303165 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744350.4253815366, tolerance: 347617.2104998282 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744522.4994041922, tolerance: 347727.086422464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744769.4499388143, tolerance: 347838.3314887443 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744975.8585983501, tolerance: 347950.0369422989 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745102.8515622268, tolerance: 348061.72972632665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745300.5413946703, tolerance: 348175.13476062956 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745375.0337047303, tolerance: 348287.9335698949 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745528.9388581724, tolerance: 348402.3502534625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745550.6889431034, tolerance: 348515.49748727056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745531.3448623014, tolerance: 348627.8122903332 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745681.6825784249, tolerance: 348743.32671265205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745652.2035702288, tolerance: 348855.10359779524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745749.1061120899, tolerance: 348970.18406269164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745845.5068271273, tolerance: 349085.42745067296 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745886.3340739104, tolerance: 349200.0702905177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746001.3657328141, tolerance: 349316.53389345476 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746087.5599966232, tolerance: 349432.7836457734 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746152.6851293278, tolerance: 349549.54043985513 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746208.8895947187, tolerance: 349666.47635936463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746258.6796367851, tolerance: 349783.6240297123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746282.0859408084, tolerance: 349900.41234570375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746404.1041026026, tolerance: 350019.60735039046 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746431.2735225637, tolerance: 350134.6765750103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746545.0576600322, tolerance: 350247.69534622494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746569.5705964041, tolerance: 350363.5186216508 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746919.1743340688, tolerance: 350473.4312293384 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747030.5246513897, tolerance: 350585.2433788976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747088.1812506036, tolerance: 350701.1054194601 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747127.9052488869, tolerance: 350816.67037427623 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747178.0903356229, tolerance: 350932.9780349754 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747287.5938745589, tolerance: 351050.7849494189 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747551.9035340664, tolerance: 351171.76448254177 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747730.390782168, tolerance: 351293.09565484396 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747888.6800822795, tolerance: 351415.02840289584 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748080.4863570114, tolerance: 351538.4779757833 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748264.321563334, tolerance: 351663.03364900924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748325.3499415796, tolerance: 351786.7395813008 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748382.5178588567, tolerance: 351910.88337500964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748513.6161831074, tolerance: 352036.95912131044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748569.7174613128, tolerance: 352162.4507835142 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748572.4579327867, tolerance: 352286.0066991772 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748584.396010053, tolerance: 352408.71193277993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748621.1325886804, tolerance: 352533.708938588 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748655.9223701908, tolerance: 352655.8197127134 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748696.2475518623, tolerance: 352780.3774164924 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748722.2685458175, tolerance: 352903.76081303996 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748821.1295707405, tolerance: 353029.8259430773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748884.2330021532, tolerance: 353155.66796605894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749002.9360448869, tolerance: 353282.91971492366 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749032.1456183555, tolerance: 353408.5760125008 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749105.2173311925, tolerance: 353536.0335769123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749161.0255581177, tolerance: 353659.76297859894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749186.5489424003, tolerance: 353784.879230846 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749243.5526157502, tolerance: 353908.4847908586 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749276.7284780175, tolerance: 354034.26028918754 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749332.8670685014, tolerance: 354161.2647984671 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749661.4705563571, tolerance: 354292.59821846714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749988.874093004, tolerance: 354425.21009988646 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750130.9324238817, tolerance: 354556.76564199757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750451.0119183933, tolerance: 354680.0672012413 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750482.5667710325, tolerance: 354808.33381013793 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750819.6057125105, tolerance: 354931.5248870848 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751300.098958781, tolerance: 355052.4021643414 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751375.4655143733, tolerance: 355176.28112137236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751377.7796125258, tolerance: 355301.76273533097 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751482.8093535304, tolerance: 355430.9013099208 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751576.9801154506, tolerance: 355560.0251663164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751712.8075524349, tolerance: 355690.5836264724 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751763.5147014554, tolerance: 355820.4585262791 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751889.024455193, tolerance: 355952.92052060977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752005.5107378563, tolerance: 356086.27808798885 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752039.8662304288, tolerance: 356216.20617167617 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752113.5195614939, tolerance: 356349.5335066278 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752409.707160949, tolerance: 356486.75789791526 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752657.7274016325, tolerance: 356624.686708479 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752998.5859009738, tolerance: 356764.59146873164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753381.5312290784, tolerance: 356906.0742654436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753480.7415845632, tolerance: 357046.1101312945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753601.635011022, tolerance: 357187.796154966 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753670.8953173615, tolerance: 357329.48023018974 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753985.0244364245, tolerance: 357475.11742272286 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754398.446699625, tolerance: 357622.7794898354 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754516.505662993, tolerance: 357768.4096365475 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754903.6678409079, tolerance: 357918.1521639217 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755105.5928493597, tolerance: 358067.5864030492 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755238.659996437, tolerance: 358217.70343281236 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755181.6061013205, tolerance: 358364.436060155 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755133.778071095, tolerance: 358509.9793023161 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755097.2510228374, tolerance: 358655.28394954494 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755117.6254992894, tolerance: 358803.1019640311 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755119.7594108293, tolerance: 358948.0695266694 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755148.48854028, tolerance: 359094.4784429833 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755333.2780305626, tolerance: 359235.196584919 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755391.4434230122, tolerance: 359378.2019729795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755543.9374884306, tolerance: 359519.03485898743 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756131.7920630461, tolerance: 359654.56477060495 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756273.4240623718, tolerance: 359793.2757576432 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756294.5895066025, tolerance: 359936.91555480054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756300.8630075653, tolerance: 360080.39992053556 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756365.5866556814, tolerance: 360219.89762133197 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756647.9554814425, tolerance: 360356.1809180838 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756637.2522489782, tolerance: 360498.0687813094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756724.7309941308, tolerance: 360637.65332826175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756697.9622773002, tolerance: 360780.14318471536 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756729.0147358029, tolerance: 360925.679036148 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756803.5888190854, tolerance: 361065.72826822416 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758237.4171299022, tolerance: 361196.28346850886 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759122.3539448258, tolerance: 361327.792194954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760630.3355750204, tolerance: 361454.8857657988 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761047.1854103218, tolerance: 361585.3532069028 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760904.5808902618, tolerance: 361719.3055892894 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760694.4682734984, tolerance: 361855.5509042241 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760543.8802910417, tolerance: 361990.16784794553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760405.163601568, tolerance: 362126.7886380852 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760338.9900693238, tolerance: 362263.18588630663 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760316.2383921461, tolerance: 362399.8760679322 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760323.4900911326, tolerance: 362540.4285999312 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760410.7962321134, tolerance: 362683.001860234 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760635.5257080037, tolerance: 362828.4024704384 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760790.8280177083, tolerance: 362973.85637721885 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761340.8207682313, tolerance: 363124.7439307656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761792.2680833053, tolerance: 363276.88435658795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762112.9337359346, tolerance: 363429.5751831326 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762193.705544338, tolerance: 363580.7079098586 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762274.719303279, tolerance: 363732.9661858942 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762399.9469529168, tolerance: 363887.2992550785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762522.2856399411, tolerance: 364042.2885778203 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762661.5792161595, tolerance: 364198.1152258206 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762716.6195454578, tolerance: 364353.1385759136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762689.3720031749, tolerance: 364506.53975255287 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762683.2556745289, tolerance: 364660.9902274398 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762690.4064669088, tolerance: 364815.76861156285 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762676.5009916067, tolerance: 364968.9583065913 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762678.5296732889, tolerance: 365122.2839078056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762689.1229192372, tolerance: 365275.53247935633 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762942.2482222453, tolerance: 365434.03914673044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763185.7011190125, tolerance: 365593.23081607727 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763319.0470460451, tolerance: 365751.763904456 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763333.6980490867, tolerance: 365907.82573162724 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763371.1314166741, tolerance: 366062.25743503607 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763395.4185350201, tolerance: 366218.305973016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763453.3768065986, tolerance: 366372.82389149116 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763518.2828071159, tolerance: 366526.8371977783 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763554.2859614986, tolerance: 366681.9965185078 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763642.1249248596, tolerance: 366834.958592654 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764217.537912545, tolerance: 366982.00529240124 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764805.7888515745, tolerance: 367127.70442518743 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765541.3170413701, tolerance: 367271.03569506836 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765861.8433308112, tolerance: 367415.8580845348 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766239.2525162549, tolerance: 367558.37234783557 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766168.1707356401, tolerance: 367704.26848011574 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766039.1719016948, tolerance: 367851.7295524627 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765983.6116066024, tolerance: 367997.54394572705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766581.3706502366, tolerance: 368137.05739603826 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766906.8072311821, tolerance: 368277.6128100219 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767107.3346712429, tolerance: 368418.9119416819 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767343.9210250974, tolerance: 368558.95915657474 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767318.8191673124, tolerance: 368700.6019751612 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767156.7655097209, tolerance: 368845.41180276073 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767033.4501108011, tolerance: 368990.6843916465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766946.4112890438, tolerance: 369135.95969708817 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766924.9329951266, tolerance: 369285.2300880952 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767028.3091413644, tolerance: 369437.4964009913 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767148.0528889782, tolerance: 369591.01383901166 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767180.890123432, tolerance: 369743.0996514228 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767227.3011333711, tolerance: 369896.2947181216 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767322.9500085574, tolerance: 370051.85765362275 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767463.78092587, tolerance: 370209.19127390767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767987.3160105067, tolerance: 370371.7548816602 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768284.5628511976, tolerance: 370533.4874162123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768314.0903291387, tolerance: 370692.0530416066 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768319.2369675284, tolerance: 370848.5722444441 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768352.5129885543, tolerance: 371003.96712379734 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768426.235724487, tolerance: 371158.1846532328 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768445.622514571, tolerance: 371313.8507512325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768488.7279169967, tolerance: 371467.7746934765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768609.6699704127, tolerance: 371619.1582419402 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768644.6490455878, tolerance: 371773.84949002834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768678.8033455685, tolerance: 371928.2395981864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768818.6404163826, tolerance: 372078.85325211345 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768850.5866686312, tolerance: 372232.3670814303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768991.414944055, tolerance: 372382.3185027537 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769584.1554638419, tolerance: 372527.23127373745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769978.9870510479, tolerance: 372672.3539285642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770027.4705163516, tolerance: 372826.2996993349 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770186.6044302562, tolerance: 372982.8767183163 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770429.0812809014, tolerance: 373141.17477184354 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770451.9306436371, tolerance: 373296.42733215226 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770707.3068843496, tolerance: 373457.5654094188 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771016.1251632633, tolerance: 373621.6431898899 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771443.590677019, tolerance: 373788.61985272245 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771716.4996951491, tolerance: 373955.6160802485 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772083.6610654935, tolerance: 374125.18740749103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772147.7492879431, tolerance: 374292.5846390981 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772220.8237682459, tolerance: 374461.435473325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772345.8680680488, tolerance: 374632.2711442779 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772460.8970361296, tolerance: 374803.69669980387 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772687.3922085902, tolerance: 374977.68600563 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772733.6153371083, tolerance: 375149.38101103005 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772718.3141903116, tolerance: 375319.2841915878 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772717.8055719181, tolerance: 375490.4972133877 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772763.6778222495, tolerance: 375663.3377822035 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772767.5683573962, tolerance: 375834.8542039463 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772845.8765534976, tolerance: 376008.32342763693 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772922.5855477348, tolerance: 376175.67699625884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773002.421543015, tolerance: 376349.1329880132 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773075.9129459728, tolerance: 376522.90366109123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773113.2711444342, tolerance: 376695.5462253156 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773282.9590761396, tolerance: 376871.9468889229 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773564.1859922654, tolerance: 377050.6215078079 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773843.7236651832, tolerance: 377231.29944794055 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773931.9477392093, tolerance: 377410.1706884323 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773962.222440294, tolerance: 377588.0410447801 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773999.1350480579, tolerance: 377764.15882939636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774051.8214006033, tolerance: 377944.11751104926 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774173.3604832777, tolerance: 378126.4509855677 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774251.5159262543, tolerance: 378308.14553266385 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774313.2288275455, tolerance: 378489.88920059695 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774384.2607619704, tolerance: 378672.81899214373 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774423.9263798794, tolerance: 378855.3410984235 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774468.7941885524, tolerance: 379036.5152695273 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774552.0870732232, tolerance: 379216.12138729997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774654.2947990103, tolerance: 379395.07752887375 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774847.4108795675, tolerance: 379571.93507952895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774887.8530992918, tolerance: 379754.1447674977 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774938.7019338732, tolerance: 379937.21722633933 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774970.1182577768, tolerance: 380118.7133049452 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775222.6705553323, tolerance: 380294.73129934823 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775588.2804138017, tolerance: 380468.94796492247 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775924.5158728162, tolerance: 380643.0944257982 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775991.2856097887, tolerance: 380820.1918242313 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776073.4143654308, tolerance: 380995.79486804595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776191.4743815914, tolerance: 381179.32035741076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776250.0516458878, tolerance: 381362.5375942614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776370.9303049855, tolerance: 381548.09898967895 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776552.1962040511, tolerance: 381736.27985387086 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776727.8258469079, tolerance: 381925.90124402544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776923.4479286241, tolerance: 382117.9013487773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777038.0222193775, tolerance: 382309.704708232 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777101.8880198387, tolerance: 382501.3917055588 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777193.2174429394, tolerance: 382695.0775093526 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777234.3005728611, tolerance: 382884.20614525495 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777282.9749098293, tolerance: 383073.14245742076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777363.3613433358, tolerance: 383260.7918624071 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777404.8050991424, tolerance: 383451.4727130118 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777446.5306888052, tolerance: 383642.0210779713 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777493.359904709, tolerance: 383832.721380714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777553.835607063, tolerance: 384024.56960513716 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777741.5914869641, tolerance: 384210.02865846537 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777784.5936451134, tolerance: 384400.8619946798 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777880.6162828677, tolerance: 384594.3039947842 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777940.9195522249, tolerance: 384787.0289012311 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777983.5603407703, tolerance: 384977.7377911029 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778027.2389374297, tolerance: 385169.83297509205 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778068.1028056346, tolerance: 385362.19708515645 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778244.6429623158, tolerance: 385550.0143157453 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779517.5814718048, tolerance: 385727.4917388165 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780813.9493651792, tolerance: 385902.62791809696 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781343.7127305095, tolerance: 386080.64858665364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782231.5821378336, tolerance: 386253.79674091673 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782222.0669530603, tolerance: 386432.2226394418 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782284.5880641656, tolerance: 386607.5401535992 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783822.864255049, tolerance: 386772.2236206712 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784404.7860088032, tolerance: 386940.319179241 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784855.117118872, tolerance: 387107.47115682415 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784673.0362425969, tolerance: 387280.2827013997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784443.950871037, tolerance: 387459.32901264 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784251.6300954581, tolerance: 387639.1074564918 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784360.6122468357, tolerance: 387824.2408061821 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784388.7698579176, tolerance: 388009.21681297483 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784507.9166091797, tolerance: 388197.0548429592 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784685.6624122227, tolerance: 388387.28815751465 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784824.087895022, tolerance: 388578.08473319246 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784866.4871251784, tolerance: 388765.5534213333 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784931.6529992478, tolerance: 388956.0300908633 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784970.6462775271, tolerance: 389145.5089950955 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785068.6697203385, tolerance: 389338.1033399293 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785132.1424234376, tolerance: 389529.9822624993 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785190.85678036, tolerance: 389721.8473750301 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785308.333216668, tolerance: 389916.2249706779 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785462.9369545225, tolerance: 390112.018649364 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785480.4355321294, tolerance: 390303.9665501773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785855.1327030482, tolerance: 390503.77661953936 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786115.0107812257, tolerance: 390703.53250645346 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786338.4526257352, tolerance: 390904.1736169136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786501.7584199595, tolerance: 391105.07490614883 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786592.2060659442, tolerance: 391305.7036105579 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786550.2855855856, tolerance: 391503.6130883162 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786528.1516520305, tolerance: 391701.65727578214 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786689.0358261842, tolerance: 391893.57152962784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786908.7181839554, tolerance: 392084.02024699183 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786943.0743272258, tolerance: 392279.36041921884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787089.3030457243, tolerance: 392478.44418955146 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787131.8781599966, tolerance: 392674.2760589955 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787243.3179480146, tolerance: 392873.24071434373 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787285.6646230557, tolerance: 393070.63396217756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787380.9066152162, tolerance: 393265.45867260464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787425.8764669873, tolerance: 393462.5481369184 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787579.5239668629, tolerance: 393655.9625370672 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787771.9342903775, tolerance: 393848.37412164744 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787819.8818243332, tolerance: 394043.1481952204 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787861.3672556668, tolerance: 394242.026978163 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788031.5919283, tolerance: 394444.61441837455 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788243.4457983916, tolerance: 394648.7098618501 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788348.0593441869, tolerance: 394852.17078259034 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788514.2432266657, tolerance: 395048.9066391841 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789195.3374982256, tolerance: 395240.03324585565 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789563.7474775442, tolerance: 395433.05303585413 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789592.7862310772, tolerance: 395631.70657989837 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790294.8239336536, tolerance: 395819.46644929354 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791330.6251587576, tolerance: 396002.46695348667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791589.8763027112, tolerance: 396189.5023241979 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791588.600204535, tolerance: 396379.91191015247 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791550.8813108597, tolerance: 396575.66836171167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791540.1941011901, tolerance: 396772.11077853804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791599.2066201861, tolerance: 396970.50596130884 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791706.6568750392, tolerance: 397171.03899276315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791744.3994127482, tolerance: 397370.36970789806 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791787.3629532024, tolerance: 397570.5847897616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791910.6415730028, tolerance: 397766.4931685848 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791975.9949431858, tolerance: 397964.0676777872 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792014.5273328337, tolerance: 398164.1262568952 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792071.5531825204, tolerance: 398365.7517581622 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792121.9137742579, tolerance: 398567.2745359033 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792161.964099009, tolerance: 398768.0507921269 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792206.2269643925, tolerance: 398969.7997554969 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792363.7684446275, tolerance: 399166.73950175144 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792413.3158322143, tolerance: 399366.6087184487 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792471.2535052304, tolerance: 399565.72333373845 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792512.7771740658, tolerance: 399765.6172362534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792654.1710389978, tolerance: 399970.65569998807 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792780.4683519605, tolerance: 400175.8967730404 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792821.915348788, tolerance: 400378.56372894737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793004.9403098058, tolerance: 400576.20231624704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793090.1989115829, tolerance: 400775.7910600341 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793134.1574160705, tolerance: 400977.3990273062 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793254.0488847594, tolerance: 401175.51754747157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793300.2464049386, tolerance: 401377.9121020196 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793369.3017100644, tolerance: 401581.5513547775 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793490.7474857417, tolerance: 401787.46518821135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793728.751483085, tolerance: 401996.63103145827 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793860.2354952147, tolerance: 402205.1542468034 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794054.4279640524, tolerance: 402416.62099934125 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794220.1293380689, tolerance: 402629.0911188935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794334.268429961, tolerance: 402841.9420838651 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794397.8060226679, tolerance: 403054.55261920224 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794471.5565321955, tolerance: 403268.19841931394 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794666.8437045597, tolerance: 403485.50961538614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794965.113478506, tolerance: 403705.4481075303 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795203.9218563838, tolerance: 403925.9012830935 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795347.11749797, tolerance: 404146.1834867502 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795364.0766605162, tolerance: 404364.3940063781 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795410.4198043761, tolerance: 404578.52456619596 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795425.3266767159, tolerance: 404794.40159146464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795446.8773729384, tolerance: 405010.7269983312 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795487.0168181191, tolerance: 405228.2645254757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795699.68501736, tolerance: 405450.21779688605 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795907.1983114835, tolerance: 405672.8878683128 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796085.1007051199, tolerance: 405896.5419677398 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796191.7201004903, tolerance: 406120.08943860926 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796224.1520565486, tolerance: 406339.84761654615 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796258.4433705715, tolerance: 406562.4177181692 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796288.9187466927, tolerance: 406784.27042702545 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796330.9431178339, tolerance: 407007.20991529163 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796373.1864648119, tolerance: 407229.9027167499 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796512.0131668942, tolerance: 407456.49033925013 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796615.9087711023, tolerance: 407683.440242147 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796824.6747672674, tolerance: 407913.6322707534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796885.1452941198, tolerance: 408141.4371107417 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796973.4286509607, tolerance: 408365.02439420996 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797018.0127464923, tolerance: 408591.3182819547 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797117.4047853106, tolerance: 408815.13786635164 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797187.8159915379, tolerance: 409039.794021983 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797235.7845314142, tolerance: 409267.28682974 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797276.5337891654, tolerance: 409493.59955253126 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797331.9550138193, tolerance: 409722.3839387789 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797539.6853503549, tolerance: 409944.1005931301 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797578.1387618762, tolerance: 410171.81431105244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797629.6341018232, tolerance: 410398.1156391767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797677.0253939787, tolerance: 410627.3758857094 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797734.3837639057, tolerance: 410857.66151578457 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797790.5625888278, tolerance: 411088.21191310807 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797859.9742524807, tolerance: 411315.81470867916 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797928.0867766961, tolerance: 411543.56018903485 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798110.1987439044, tolerance: 411768.58022929577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798263.8498403578, tolerance: 411993.60726645455 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799556.2156143901, tolerance: 412206.9409904295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800697.9692076041, tolerance: 412418.6379231314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 801042.7263672982, tolerance: 412634.35371821857 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 801759.5894811521, tolerance: 412844.56097245426 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802176.1769719506, tolerance: 413054.74985013483 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802640.8761228537, tolerance: 413261.8294688448 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802523.046938613, tolerance: 413475.2677601249 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802379.912747299, tolerance: 413690.23864583875 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802261.0567517916, tolerance: 413904.25335982256 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802121.3041452069, tolerance: 414122.051779974 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802036.9868433203, tolerance: 414342.3261424957 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 801989.7635902077, tolerance: 414562.53652384534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802052.3928241503, tolerance: 414787.696322228 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802215.9873740065, tolerance: 415015.79560914554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802374.5651505354, tolerance: 415245.35091446247 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802549.7595971618, tolerance: 415476.6556291658 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802622.9202931849, tolerance: 415706.7246955311 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802739.628660834, tolerance: 415939.66092656576 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802834.0852615308, tolerance: 416173.20855907834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802900.7691206431, tolerance: 416406.75668505067 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 802934.866700119, tolerance: 416639.2429097567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803000.0351472918, tolerance: 416873.72523359966 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803039.2973478512, tolerance: 417107.8437235241 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803069.3856417614, tolerance: 417341.45496888785 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803096.2217774233, tolerance: 417574.09874455194 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803168.8218940108, tolerance: 417809.7912269638 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803195.9055431662, tolerance: 418043.56292750535 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803275.5793447825, tolerance: 418273.3161961554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803310.0028100888, tolerance: 418505.2428067628 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803345.703717196, tolerance: 418737.67591043445 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803444.875150325, tolerance: 418966.4621388068 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803539.6183483391, tolerance: 419194.79262675956 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803596.2023295262, tolerance: 419427.6032103642 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803655.0282907488, tolerance: 419661.1748097017 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803783.9610833427, tolerance: 419897.7181017315 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803871.2185408776, tolerance: 420133.935815322 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 803962.8693489657, tolerance: 420365.19757772324 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 804261.74714072, tolerance: 420592.93944930355 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 804322.3086495036, tolerance: 420825.3630174865 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 805043.2814038406, tolerance: 421048.01042043214 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 805181.189168097, tolerance: 421275.6886257772 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 805323.7119073932, tolerance: 421501.81629557506 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 805512.2564838032, tolerance: 421726.26095741667 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 806427.524511214, tolerance: 421942.9164804971 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 807012.7450693788, tolerance: 422159.54710770654 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 807012.8622352743, tolerance: 422382.59309804486 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 807010.3675973947, tolerance: 422604.6914634146 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 807676.5310160858, tolerance: 422817.99215460767 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 807547.7684915704, tolerance: 423041.24860686524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 808358.6411418081, tolerance: 423252.48638587113 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 810053.2886011014, tolerance: 423457.32818579447 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 813094.2386864063, tolerance: 423653.25780260825 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 814864.0774231175, tolerance: 423849.99168997054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 816901.2836740025, tolerance: 424042.45709872607 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 817816.8408771429, tolerance: 424234.9727104992 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 817507.467868242, tolerance: 424434.18055419496 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 817024.1557462895, tolerance: 424638.26146761054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 817133.5334667867, tolerance: 424853.10260561534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 816891.9017912241, tolerance: 425063.78269984544 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 817012.2095060392, tolerance: 425281.37421338854 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 817294.0497035411, tolerance: 425503.01580829336 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 817391.3255735587, tolerance: 425723.7515501489 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 817828.195692207, tolerance: 425951.4722497098 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 818078.1894283498, tolerance: 426178.3345837219 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 818431.4021931113, tolerance: 426408.9029882745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 819320.4123694412, tolerance: 426646.60221481795 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 819902.8960689552, tolerance: 426884.1969497483 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 820077.40575383, tolerance: 427120.0043094077 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 820403.0544886261, tolerance: 427359.3168901603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 820730.0553765845, tolerance: 427600.9681548948 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 820890.5675977841, tolerance: 427842.80921275425 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821141.4873350019, tolerance: 428086.59496161976 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821322.8731774073, tolerance: 428330.79303794756 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821345.7808888599, tolerance: 428574.51309380314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821334.1426548949, tolerance: 428818.53916909534 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821306.7144100874, tolerance: 429062.6870421864 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821279.9734311042, tolerance: 429307.272541089 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821454.0787425534, tolerance: 429555.1153568262 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821509.2686188044, tolerance: 429801.9576387677 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821602.4784405928, tolerance: 430050.03610549023 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 821882.2480614285, tolerance: 430301.4803540945 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822189.1830434208, tolerance: 430554.7699472647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822304.1479051001, tolerance: 430807.2701883734 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822472.5267642789, tolerance: 431061.58453371824 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822477.9213165533, tolerance: 431314.188374885 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822447.3092195631, tolerance: 431562.29184086545 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822457.6083900395, tolerance: 431814.5103233016 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822545.5566221979, tolerance: 432069.1734506159 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822595.5379267666, tolerance: 432323.0353647458 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822673.3777638392, tolerance: 432577.96527602925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822732.7183112901, tolerance: 432828.0765283067 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 822813.6964853777, tolerance: 433078.0007912485 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 823692.5741849239, tolerance: 433317.3585312363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 824082.1327690193, tolerance: 433559.5373662537 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 825518.2355400496, tolerance: 433791.52407493157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 827040.5822566752, tolerance: 434019.62888090423 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 828860.803711079, tolerance: 434242.6316414239 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 828780.1349127966, tolerance: 434477.75731027947 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 829240.1980394484, tolerance: 434727.90981885634 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 829886.3259621297, tolerance: 434981.0186296493 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 830515.2574789508, tolerance: 435236.6115599222 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 830929.1041226395, tolerance: 435493.33360857365 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 831073.1281968543, tolerance: 435749.92986244813 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 831184.2232348844, tolerance: 436008.70521085267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 831268.0055056146, tolerance: 436268.0268294582 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 831313.4278130344, tolerance: 436524.0344740947 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 831648.2272194951, tolerance: 436773.1918516562 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 831846.8267285387, tolerance: 437022.0964387086 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 833145.5668895221, tolerance: 437259.2414315834 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 834864.9618603549, tolerance: 437490.85432091594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 835173.1684674743, tolerance: 437729.5800745962 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 835297.5845872607, tolerance: 437979.60419578076 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 835281.5724648074, tolerance: 438224.1464434171 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 835343.7521779228, tolerance: 438463.5091464482 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 835503.2629867232, tolerance: 438701.22581966553 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 836007.1539104539, tolerance: 438935.29992824805 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 837090.6367294966, tolerance: 439163.68783477024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 837121.0651283662, tolerance: 439400.2024961735 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 837081.0959986214, tolerance: 439637.65052322636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 837048.2546659469, tolerance: 439878.026389794 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 837587.0844271604, tolerance: 440128.0886628804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 837731.3040883073, tolerance: 440374.54888375907 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 837867.7864280804, tolerance: 440622.634894763 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 838050.7018161506, tolerance: 440862.0903343625 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 839023.0338335113, tolerance: 441093.1141359134 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 839291.1024501051, tolerance: 441329.9474324757 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 840155.6325183312, tolerance: 441558.7376722393 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 840186.4406918858, tolerance: 441795.3878523665 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 840372.1627808076, tolerance: 442041.06985632353 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 840405.0579322451, tolerance: 442284.05707628233 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 840759.6544201948, tolerance: 442533.60685357056 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 840899.3762497308, tolerance: 442780.9025101374 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 840943.9417544019, tolerance: 443025.42875913373 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 841138.2801356093, tolerance: 443276.80439358525 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 841293.4293762357, tolerance: 443528.12886719307 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 841798.554098968, tolerance: 443785.78584010777 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 842445.910888555, tolerance: 444046.1488779443 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 842984.3276417137, tolerance: 444307.56080210325 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 843254.933045229, tolerance: 444568.7259267647 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 843357.9128442546, tolerance: 444829.1375022391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 843608.1304919285, tolerance: 445093.67924232915 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 843749.7209130733, tolerance: 445357.9790244503 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 843961.4366655792, tolerance: 445624.1406315714 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844075.957359401, tolerance: 445889.7400164266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844093.7861278893, tolerance: 446154.2895732118 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844028.1924041116, tolerance: 446416.77957366203 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844126.3724788084, tolerance: 446683.42899826815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844103.5428053305, tolerance: 446946.9154489666 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844085.848504868, tolerance: 447207.3741378705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844087.4089632609, tolerance: 447468.610299573 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844451.7437951555, tolerance: 447720.2761437377 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 844590.3266352535, tolerance: 447974.50844288064 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 845567.866116391, tolerance: 448217.58642780705 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 846361.738742895, tolerance: 448459.4127007704 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 846413.0161131052, tolerance: 448709.2696363915 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 846528.9004373861, tolerance: 448955.1432811244 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 846581.9518501081, tolerance: 449209.77709965 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 846556.0886301426, tolerance: 449462.17815266 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 846821.0436150208, tolerance: 449722.6233009815 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 846857.9334406226, tolerance: 449979.7441131178 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 847093.2332698873, tolerance: 450242.90580549784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 847182.7715400201, tolerance: 450504.8413844658 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 847244.3299972207, tolerance: 450762.57861692744 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 847971.771556246, tolerance: 451010.59963808616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 848681.6481589065, tolerance: 451257.04816132336 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849094.1208817177, tolerance: 451504.996571616 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849099.6682569454, tolerance: 451760.9186704453 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849172.0918024472, tolerance: 452010.97123299737 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849295.1410575586, tolerance: 452258.4055617082 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849323.9073346885, tolerance: 452508.1005672032 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849322.9870137426, tolerance: 452762.09907298966 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849343.6884617322, tolerance: 453014.69973731885 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849359.9748177417, tolerance: 453269.04160817777 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849438.5682443298, tolerance: 453526.3193674776 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849622.5532889653, tolerance: 453787.06615995255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849674.7736434896, tolerance: 454044.6792146271 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849736.9948827778, tolerance: 454303.3551826197 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849876.3821086832, tolerance: 454565.4802326061 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849958.0620298985, tolerance: 454827.0411977167 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850101.5488517294, tolerance: 455080.92473461985 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850159.4627230477, tolerance: 455340.93719441997 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850199.6949617211, tolerance: 455599.91466978524 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850304.6490760156, tolerance: 455862.30438593467 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850461.8409511835, tolerance: 456126.2731133215 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850663.0161959135, tolerance: 456391.7570666367 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850708.7144079205, tolerance: 456654.35725539946 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850778.9479213712, tolerance: 456918.8199981271 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850812.3872989303, tolerance: 457180.68289728044 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851086.9727925075, tolerance: 457435.6520673395 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851132.5577968336, tolerance: 457697.91488677036 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851223.7771910242, tolerance: 457962.1560739283 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851370.106015607, tolerance: 458218.2895331459 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851611.0444660649, tolerance: 458471.41934307595 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851695.3931498128, tolerance: 458727.0207649575 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851879.1330686489, tolerance: 458991.65278045635 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851934.761774024, tolerance: 459252.7590189356 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851975.3496269961, tolerance: 459511.829166768 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852019.413269855, tolerance: 459770.6603377745 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852198.7610189541, tolerance: 460036.7873949962 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852330.1119288439, tolerance: 460303.4125827691 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852532.8089333657, tolerance: 460572.1207500954 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852661.2512051628, tolerance: 460840.345853187 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852726.648938119, tolerance: 461107.88874141773 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852793.0173211076, tolerance: 461377.02576020063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852829.928181547, tolerance: 461644.5691621348 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853056.9152998717, tolerance: 461904.9757915309 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853100.3645746966, tolerance: 462171.6083595546 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853144.1811090752, tolerance: 462437.32935024577 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853271.2294999347, tolerance: 462698.6662188081 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853333.2038003987, tolerance: 462961.37483471807 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853396.5941842697, tolerance: 463223.36013088096 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853443.9987030523, tolerance: 463486.7609918189 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853668.0927020056, tolerance: 463744.2448436918 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 853877.7004028185, tolerance: 464000.73096918367 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 854338.5056534389, tolerance: 464252.86313220905 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 854644.8378876534, tolerance: 464505.2395437479 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 854656.5988550959, tolerance: 464765.60494628444 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 854690.6666561685, tolerance: 465027.1196781172 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 854726.0511687167, tolerance: 465283.8528158306 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 854872.2226766534, tolerance: 465537.46090490784 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 854903.738212469, tolerance: 465794.82793501473 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 854935.3281523434, tolerance: 466053.49536756804 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 855091.478087398, tolerance: 466318.863161093 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 855123.2042995292, tolerance: 466580.5449691868 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 855245.6345544695, tolerance: 466846.3703256808 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 855337.2519212721, tolerance: 467112.6022181284 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 855414.3199729491, tolerance: 467373.72790595074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 855573.332267975, tolerance: 467632.7981577555 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 855708.1027164741, tolerance: 467891.5716068505 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 857177.3824576966, tolerance: 468136.39797003765 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 857979.8083787916, tolerance: 468382.90791219694 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 858132.1851686328, tolerance: 468633.90006300545 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 858207.4360712327, tolerance: 468884.6576510071 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 858326.823875797, tolerance: 469132.85008185235 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 858275.0138946982, tolerance: 469384.9902118383 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 858888.3143457636, tolerance: 469626.2122255931 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 859267.0343082402, tolerance: 469868.84382645314 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 859230.6340884693, tolerance: 470119.3928452637 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 859432.7437380421, tolerance: 470377.2370575363 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 859780.9134327061, tolerance: 470638.0597104673 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 860029.5417874017, tolerance: 470898.348883908 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 860519.7225494782, tolerance: 471164.0829665892 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 860828.0604719871, tolerance: 471430.5499239964 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 861019.1233764624, tolerance: 471697.5187536742 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 861049.4436589703, tolerance: 471961.4982690267 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 861061.2702190615, tolerance: 472223.80274890614 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 861158.4837259342, tolerance: 472482.20172488136 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 861674.799767045, tolerance: 472733.3855746671 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 862379.3614984886, tolerance: 472980.74546779157 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 862431.7218367205, tolerance: 473236.19455419446 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 862549.6170625554, tolerance: 473496.5313887249 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 862673.4363951734, tolerance: 473756.8545073065 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 862741.481457958, tolerance: 474015.60143207497 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 862782.4536846303, tolerance: 474272.4531404313 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 862856.5646458361, tolerance: 474527.761750648 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 862897.7235297611, tolerance: 474785.1256297843 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863058.7456122009, tolerance: 475037.260410187 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863258.3665731745, tolerance: 475287.4647231951 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863355.5611119439, tolerance: 475546.12553787255 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863435.622855396, tolerance: 475798.32610516285 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863493.8934013149, tolerance: 476051.1239126591 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863555.0200424427, tolerance: 476303.0445586746 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863589.3813062082, tolerance: 476557.5268574507 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863663.7542839057, tolerance: 476815.46607006295 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863704.7766508525, tolerance: 477071.60272859014 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 863850.2960327473, tolerance: 477322.1968004436 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 865422.6770043804, tolerance: 477559.0603843495 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 871516.3307751174, tolerance: 477776.3580258127 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 885373.2667969152, tolerance: 477971.3320324074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898094.3904451268, tolerance: 478159.198343298 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 899173.8130623021, tolerance: 478367.55435268464 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898194.7558577956, tolerance: 478589.71675675537 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 897088.5456297259, tolerance: 478812.21182722074 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 896005.1133095167, tolerance: 479029.7280131953 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 897698.0163226408, tolerance: 479230.35296431126 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 897978.5655939856, tolerance: 479440.99191562063 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898230.2392034577, tolerance: 479652.26356245636 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 899476.4938644985, tolerance: 479854.90378185397 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898975.4601485197, tolerance: 480071.4691364733 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898851.9996519097, tolerance: 480280.02712176554 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898674.6246544782, tolerance: 480491.52944519103 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898427.3677764941, tolerance: 480705.5603850032 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898333.535945534, tolerance: 480917.2242632603 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898218.913278112, tolerance: 481136.21523235104 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898366.757075899, tolerance: 481360.3042308609 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898416.7600838172, tolerance: 481582.8377015115 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898668.715431164, tolerance: 481795.8494749106 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 898758.362134459, tolerance: 482011.45159440825 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 899378.039023678, tolerance: 482219.9702471558 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 899909.9517368601, tolerance: 482427.314779337 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 900355.2562724376, tolerance: 482632.759813552 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 900584.4694479912, tolerance: 482837.92095674324 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 902526.07060184, tolerance: 483029.1029476391 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 903604.2897338483, tolerance: 483220.9027852284 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 903580.6921561693, tolerance: 483422.76139001135 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 903576.0982017376, tolerance: 483625.67271951656 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 904142.9022113255, tolerance: 483836.4794738121 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 906318.4424589262, tolerance: 484057.7497711594 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 907409.7870653913, tolerance: 484276.8761753689 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 908576.0541581346, tolerance: 484500.71000058274 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 909991.0424238147, tolerance: 484729.81232987856 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 910807.320341074, tolerance: 484959.32782986335 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 911301.6627401796, tolerance: 485189.59358417237 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 911259.7109137373, tolerance: 485415.6705216613 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 911009.5194496807, tolerance: 485638.88632053195 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 911379.4158127906, tolerance: 485871.01149332925 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 912002.1459193157, tolerance: 486105.93421426567 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 912506.0448066036, tolerance: 486340.9958753739 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 912799.0916692037, tolerance: 486575.1425740021 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 912686.6400922113, tolerance: 486805.6535809931 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 913406.7608086235, tolerance: 487046.4407958548 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 914968.581067557, tolerance: 487294.274385437 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 915902.8938590441, tolerance: 487540.82839609054 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 916308.92458595, tolerance: 487785.6929282175 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 917499.3266184484, tolerance: 488038.24076867907 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 918008.1860046827, tolerance: 488290.4580023123 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 917912.7194761664, tolerance: 488539.46169274504 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 918698.942200228, tolerance: 488796.2862247822 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 919441.0631435233, tolerance: 489054.9211960497 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 919540.9685040232, tolerance: 489311.1234492575 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 919504.971047319, tolerance: 489566.5320488283 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 919408.1695362898, tolerance: 489821.67515127326 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 919022.5284388539, tolerance: 490070.2418728036 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 918760.1827029771, tolerance: 490319.7681766863 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 918582.8173766383, tolerance: 490567.14466999687 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 918776.4767263399, tolerance: 490805.44326420006 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 919560.0404508208, tolerance: 491036.68567280564 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 919588.6715841951, tolerance: 491277.15850730496 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 919628.639898358, tolerance: 491516.74893415824 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 920155.6600151567, tolerance: 491766.67730448174 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 920556.5324119598, tolerance: 492015.8348589245 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 921019.2377313789, tolerance: 492267.47046096786 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 921200.3947119373, tolerance: 492518.2565763649 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 921331.4488976821, tolerance: 492769.8192103736 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 921379.5029503036, tolerance: 493021.26454597973 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 921428.8937467416, tolerance: 493273.07152913546 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 921452.5064434739, tolerance: 493521.7779118263 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 921649.8743881182, tolerance: 493777.509999298 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 921693.530105994, tolerance: 494025.86949392024 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 922288.8511906675, tolerance: 494264.8669407919 model = cd_fast.enet_coordinate_descent( /home/radu/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:529: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 922385.4538460358, tolerance: 494517.0175973487 model = cd_fast.enet_coordinate_descent(
predictions
[nan, 25.620001000000002, 25.962088087482854, 26.10992192706145, 25.842294302086657, 25.828526377507842, 26.000182703137398, 26.093786004930735, 26.220291405457715, 26.062402079342064, 25.987070666956015, 26.10923794656992, 26.216414526104927, 26.234407529234886, 26.23953914642334, 26.256630063056946, 26.317509448467803, 26.42035226550423, 26.470515944383642, 26.54159164428711, 26.59819793701172, 26.5849609375, 26.64007568359375, 26.5943603515625, 25.0, 25.69580078125, 25.75299072265625, 25.8250732421875, 25.874267578125, 25.8582763671875, 25.860916137695312, 25.94677734375, 25.983736725494623, 26.020751953125, 26.03515625, 26.0224609375, 26.0, 26.0498046875, 26.1142578125, 26.264892578125, 26.463134765625, 26.617919921875, 26.63232421875, 26.48345947265625, 26.52215576171875, 26.220458984375, 25.9949951171875, 25.82080078125, 25.730093197809353, 25.588134765625, 25.506622314453125, 25.44866943359375, 25.432861328125, 25.428619384765625, 25.475311279296875, 25.578369140625, 25.679122924804688, 25.746826171875, 25.810302734375, 25.874267578125, 25.8372802734375, 25.804710388183594, 25.797607421875, 25.7843017578125, 25.5, 25.86669921875, 25.94677734375, 26.02777099609375, 26.12109375, 26.21954345703125, 26.24554443359375, 26.25946044921875, 26.25, 26.189697265625, 26.16357421875, 26.09375, 26.07958984375, 26.04486083984375, 25.954833984375, 25.785675048828125, 25.626174926757812, 25.485595703125, 25.169921875, 24.939361572265625, 24.86834716796875, 24.79827880859375, 24.7216796875, 24.752410888671875, 24.787109375, 24.805908203125, 24.817138671875, 24.758621215820312, 24.743408203125, 24.697662353515625, 24.579925537109375, 24.4019775390625, 24.25, 24.21502685546875, 24.2119140625, 24.295021057128906, 24.40191650390625, 24.530502319335938, 24.70513916015625, 24.841552734375, 24.92578125, 24.9765625, 25.00177001953125, 24.97515869140625, 24.893510818481445, 24.819732666015625, 24.81231689453125, 24.8028564453125, 24.766845703125, 24.75244140625, 24.802734375, 24.857389450073242, 24.90155029296875, 24.949462890625, 24.974258422851562, 24.9375, 24.767471313476562, 24.667816162109375, 24.496017456054688, 24.368896484375, 24.278778076171875, 24.19140625, 24.10546875, 24.07568359375, 24.0, 23.802978515625, 23.74755859375, 23.7020263671875, 23.625091552734375, 23.6112060546875, 23.682373046875, 23.707244873046875, 23.717910766601562, 23.79180908203125, 23.909820556640625, 23.9609375, 24.034423828125, 24.1092529296875, 24.143798828125, 24.148193359375, 24.0, 24.208984375, 24.244873046875, 24.296875, 24.376375198364258, 24.431396484375, 24.45361328125, 24.461181640625, 24.408447265625, 24.316558837890625, 24.2470703125, 24.19937515258789, 24.193260192871094, 24.202641487121582, 24.21435546875, 24.22021484375, 24.228515625, 24.20635986328125, 24.175537109375, 24.171875, 24.17755126953125, 24.228836059570312, 24.3299560546875, 24.47601318359375, 24.60205078125, 24.67742919921875, 24.734619140625, 24.73828125, 24.7183837890625, 24.703857421875, 24.72216796875, 24.6875, 24.671875, 24.63330078125, 24.58056640625, 24.489013671875, 24.405059814453125, 24.35443115234375, 24.2652587890625, 24.166015625, 24.08056640625, 23.985595703125, 23.872314453125, 23.72296142578125, 23.623504638671875, 23.568359375, 23.51708984375, 23.4893798828125, 23.0, 23.595909118652344, 23.56695556640625, 23.4921875, 23.31317901611328, 23.1678466796875, 23.04290771484375, 22.9842529296875, 22.952392578125, 22.98974609375, 23.064208984375, 23.119140625, 23.163787841796875, 23.242095947265625, 23.359375, 23.428070068359375, 23.452545166015625, 23.505126953125, 23.566627502441406, 23.572265625, 23.548828125, 23.5953369140625, 23.621910095214844, 23.5, 23.652099609375, 23.706787109375, 23.7835693359375, 23.892578125, 23.99493408203125, 24.1141357421875, 24.212982177734375, 24.28076171875, 24.31884765625, 24.341461181640625, 24.34765625, 24.3583984375, 24.4111328125, 24.442352294921875, 24.50665283203125, 24.5467529296875, 24.60955810546875, 24.6072998046875, 24.6240234375, 24.5556640625, 24.536865234375, 24.51153564453125, 24.45703125, 24.37079620361328, 24.3505859375, 24.3341064453125, 24.31024169921875, 24.30303955078125, 24.34912109375, 24.39154052734375, 24.4395751953125, 24.500615119934082, 24.58246612548828, 24.672607421875, 24.76220703125, 24.825756072998047, 24.8621484041214, 24.876708984375, 24.853515625, 24.809587478637695, 24.75, 24.7071533203125, 24.67529296875, 24.701370239257812, 24.7359619140625, 24.78515625, 24.8369140625, 24.8458251953125, 24.78900146484375, 24.75885772705078, 24.700897216796875, 24.618972778320312, 24.619384765625, -186827473.99035645, 24.865372132842822, 25.113261855233304, 25.237194214973215, 25.249661058020138, 25.207805217911698, 25.235895059418397, 25.048048628189463, 25.035405615645402, 25.076754981720114, 25.20998835788663, 25.354203214355607, 25.528739521794762, 25.6788952973738, 25.803293068118194, 25.885926335209888, 25.983704142158672, 26.06639274212364, 26.108258863793935, 26.142071857098017, 26.178437343004475, 26.174073410694234, 26.121182974554188, 26.109262443264413, 26.14115795251115, 26.183336436265222, 26.22529619429946, 26.26455932664601, 26.275918738504856, 26.230714586022714, 26.182212177532506, 26.184461483285872, 26.042396327128188, 25.974792528051182, 25.925535728974353, 25.87937341145721, 25.829397988607923, 25.689304622145528, 25.83515906983712, 25.89802025055235, 25.97079132012294, 26.074814005727603, 26.17596869231096, 26.278713722824136, 26.355718559200227, 26.394326397247823, 26.43188051829162, 26.482679768620756, 26.541300872377235, 26.57615195764356, 26.596228979029036, 26.600820066222013, 26.60679823891877, 26.614284827413485, 26.640816487873792, 26.686345921037287, 26.687896389525406, 26.647003495406352, 26.57405339142082, 26.51972528040602, 26.49437686988955, 26.514419907720196, 26.616350996531423, 26.77860095576341, 26.9178332862532, 27.04529485328152, 27.10241425068824, 27.13070356206117, 27.176595969988796, 27.213766081963968, 27.28619911562828, 27.42438006889745, 27.58933220543429, 27.715824610410095, 27.79137633817146, 27.821412411594906, 27.80777568111148, 27.762377999110527, 27.726419841826498, 27.75386104016843, 27.739398798729496, 27.760432464557027, 27.877039580354676, 27.98885324755389, 28.06309408996168, 28.1866223023556, 28.296193672431684, 28.36953981552233, 28.458564127500154, 28.524743451430936, 28.58258232549747, 28.673623687281037, 28.67427549482062, 28.68927342468311, 28.75593765136398, 28.831487524574925, 28.822123801686445, 28.871890155993555, 28.91320631501091, 28.946834336245445, 28.959620497736267, 29.059310170875392, 29.169452567288516, 29.146861359626342, 29.185254216554256, 29.228935677196205, 29.218186411037294, 29.220397568118386, 29.166377874071657, 28.953751934435957, 28.707606433904402, 28.51980978816158, 28.451998910348323, 28.34389931106898, 28.467043928841747, 28.67387710163132, 28.811133552162175, 28.912949835502104, 29.007548339973937, 29.06038570918514, 29.080025321610265, 29.146540360292448, 29.179963685720622, 29.22747687258868, 29.304634621961696, 29.317548002241068, 29.303276834962247, 29.390662537781623, 29.536416974920996, 29.6520056374938, 29.809164592019926, 30.009305490507074, 30.1206592117353, 30.137059228410834, 30.165424434141812, 30.216450648635856, 30.194026828480673, 30.157679217779503, 30.110208427804736, 30.093371238683318, 30.112103264656923, 30.16659253032526, 30.22500427953335, 30.388369444295876, 30.504832879701013, 30.59493685721489, 30.71874700212794, 30.85887832473591, 30.943656426912497, 31.006267471471688, 31.013529524657542, 30.890240978226558, 30.688361723331354, 30.563417149351153, 30.48635423222197, 30.49411151198973, 30.569100823662666, 30.772046692583558, 30.93416951437655, 31.01348298919953, 31.132944833941735, 31.234311233095184, 31.217234400414412, 31.15634947069782, 31.052621667714277, 30.91915730473559, 30.799659601905546, 30.653507855069336, 30.414039308768167, 30.275284434613013, 30.213566706120616, 30.191760612955534, 30.27288836314318, 30.460213416173218, 30.60872232278794, 30.731051922985785, 30.86721997141359, 31.003476571529745, 31.134275076321984, 31.290051717713567, 31.476376337797774, 31.5696313738336, 31.67813658273664, 31.83028036208711, 31.986208646184394, 32.13852471521864, 32.34613844462075, 32.5418578351385, 32.64286695237621, 32.65754451403308, 32.62275272780491, 32.60615448988477, 32.595189243063885, 32.65312530120656, 32.73105834932062, 32.80576152821382, 32.78132499201649, 32.695525344002164, 32.583951106699885, 32.40123467213439, 32.18850615644959, 32.06059079680216, 31.980758738449424, 31.966253661338726, 32.02171488095365, 32.10955299480176, 32.131107146577676, 32.13139439493176, 32.07280670016303, 32.04079464428679, 31.938588450724524, 31.899495070858677, 32.01927286229025, 32.20608404397532, 32.387969878901686, 32.67373050540672, 32.95838117967429, 33.11327152491347, 33.25413358843343, 33.42921370106552, 33.521774938065704, 33.60876690458872, 33.70106003147254, 33.68907063347939, 33.66598666554583, 33.68726729676948, 33.790439715002634, 33.922274468246485, 34.1648642912711, 34.39671389270973, 34.52449062486906, 34.49913980940869, 34.481904244426914, 34.471357156935795, 34.52469472943034, 34.672888357268704, 34.853087489447404, 34.95088378123984, 34.95413963289502, 34.91064021883611, 34.78261291668636, 34.71771386242992, 34.77214584273631, 35.074086789507874, 35.22932666409545, 35.439561641041024, 35.59359030032422, 35.6766989647185, 35.49439931698916, 35.51476250855714, 35.59406222198919, 35.67928314850246, 35.592354740810606, 36.00914216118895, 36.23723377928053, 36.1474976019486, 35.945155223109, 35.78708700318791, 35.60223161357575, 35.4639954888647, 35.48411500251646, 35.561295435823865, 35.542801673561144, 35.269568395711616, 35.08069062620643, 34.95686694453639, 34.90797856020728, 34.96388253986777, 35.11255649735526, 35.325915308503596, 35.54281910699996, 35.727701018335864, 35.89131860461498, 36.13293732699552, 36.38967484906482, 36.529016559590474, 36.618057176052446, 36.78274087722497, 36.85697141590808, 36.79894237535643, 36.82938784877686, 36.96568611990162, 37.01275565486699, 37.000725428269845, 37.08623129018147, 37.086084958066294, 37.0376958096721, 36.988282422378205, 36.981805147585305, 36.96892838834589, 36.935952780208765, 36.8793513959981, 36.85604993052658, 36.856324166145214, 36.93251884707635, 37.07613705601079, 37.275941256942644, 37.38185928414657, 37.319227917491645, 37.11688789080665, 36.94135410380176, 36.58074557906559, 36.06950141956625, 35.88346521999355, 35.842979306402185, 35.79278011531852, 35.88446672702585, 36.08602090252381, 36.183086690408345, 36.33138884656242, 36.51219820212907, 36.68125983322639, 36.86079918168426, 36.99687462078364, 36.96429348656403, 36.88895490329182, 36.89198852758486, 36.89357830300767, 36.924651008087494, 37.06161210559253, 37.22099038193082, 37.32622607131776, 37.50121032910033, 37.6535044598464, 37.7685943733473, 37.91295441904941, 38.09047077876514, 38.20850628802887, 38.326432484781435, 38.43384670692649, 38.433758323376, 38.39627224136285, 38.41500181465281, 38.37720295170416, 38.23793330751502, 38.22488950032988, 38.210387190972455, 38.08247419868036, 37.983055607861246, 38.00927677065886, 37.99569001124502, 37.97568009683829, 38.00455794752898, 37.948508088977576, 37.80878537466836, 37.71190887912542, 37.51333272258833, 37.32275122801346, 37.295007188188606, 37.36097728576084, 37.43493647647347, 37.52900709161321, 37.62540239880289, 37.689680552281715, 37.767239481105406, 37.811241307379106, 37.900712053813436, 38.00283081011872, 38.08583706841651, 38.19788148644287, 38.58558906781272, 39.02877909353168, 39.28604658769834, 39.47782273291156, 39.646497959445156, 39.63495178674219, 39.58214106571879, 39.72619742782507, 39.92341962616106, 40.099571377466106, 40.20640554399026, 40.384968466146205, 40.535106982784555, 40.7008328437158, 40.881686766759515, 41.055874850674314, 41.09978575558648, 41.12969785885562, 41.18407431809885, 41.23153784804481, 41.383577882568915, 41.91020979834593, 42.28783910849978, 42.62176515162815, 42.93958589535603, 43.14592082413918, 42.927973818146455, 42.844927909471636, 42.78778600927572, 42.70268912954876, 42.564360178736166, 42.558685144785926, 42.63978813206947, 42.767719586536316, 43.00561141118578, 43.312401758412506, 43.62686949944961, 43.79750489945917, 43.897679800090714, 43.77277360845403, 43.65292651262661, 43.51297804168743, 43.26740633859558, 43.04339117225098, 42.92496225037553, 42.639361572078684, 42.3404303173877, 42.28752286223053, 42.214981550402655, 42.1864692661307, 42.19913172339426, 42.22590265713973, 42.156989807150865, 42.117041582585784, 42.07735037048826, 42.23838905513662, 42.39765197817047, 42.60735563829047, 42.81717870218475, 42.972821343097735, 43.09731128657259, 43.21701727624284, 43.33858155812399, 43.47072145419554, 43.664587486491456, 43.86040995264784, 43.99438220771606, 44.1127773550223, 44.23682613313454, 44.44043234885612, 44.68474007264393, 44.86459169692898, 45.11360884934902, 45.312081500393134, 45.37454536202327, 45.45460471689313, 45.58161778338095, 45.69107983533425, 45.113887075985815, 44.7745982426552, 44.54913812669895, 44.26560314275025, 43.85739722859387, 43.79684130009065, 43.614697027141744, 43.32166486006821, 43.030549143796804, 42.73955342186423, 42.39532654524686, 41.896340511289736, 41.56459029298992, 41.27775401354455, 41.03066324058295, 41.10016018154266, 41.31904758674216, 41.47660567546757, 41.78042805412383, 42.10129215984762, 42.456420155339174, 42.6718215595626, 42.715750042536115, 42.661157507846156, 42.615475098956495, 42.496978895583766, 42.42587332216067, 42.44454240710871, 42.65839926919148, 43.02737157349475, 43.43091855249958, 43.94723004998531, 44.45952194580883, 44.9096082376559, 45.472575898302296, 45.92923382218078, 46.19869060963413, 46.354313351156975, 46.3800849187968, 46.08245308276827, 45.945117036077875, 45.88935018328931, 45.89509314542482, 45.842555059308665, 45.89932445540694, 45.85284752788829, 45.76023318405822, 45.699367945757274, 45.76118205708997, 45.78459318750424, 45.78534156400809, 45.87864799418304, 45.966541102655526, 45.894992053123985, 45.831320919594305, 45.71537729985346, 45.54255141975398, 45.37321814272775, 45.28137375857273, 45.17048555131322, 45.341591423634725, 45.41561642202947, 45.494100136891575, 45.53259113708799, 45.54965967009798, 45.403107522585, 44.68872060836151, 44.75649269312851, 44.76771517860209, 44.78212162467452, 44.837742202738696, 44.59555119039044, 44.34060217443954, 44.21889524258751, 44.23041830359949, 44.173330341252495, 44.09746602920205, 44.19304920808008, 44.150320199863074, 43.915583921781035, 43.57386119712078, 43.34334645718428, 43.19501877067427, 43.13319528090261, 43.100684695482585, 43.14454874220337, 43.24646542417594, 43.31053561297006, 43.408077568938324, 43.60144471779512, 43.948488993970614, 44.25723024581646, 44.43666831667264, 44.45760719121711, 44.316821799176466, 44.06103620817868, 43.795087117509695, 43.543196639544135, 43.53667515838998, 43.58209835653582, 43.79513952244508, 43.99671286404504, 44.251029240615594, 44.46131131321067, 44.800288272534544, 44.972776304995705, 45.18935549693208, 45.357077174143114, 45.48457968351835, 45.59332000040615, 45.76718793276979, 45.89694371409746, 46.03634555995421, 46.155735382437854, 46.35102454221192, 46.589444487197966, 46.809657218288066, 47.14341297868128, 47.55641698201322, 47.871259307820026, 48.19614285580582, 48.59592208841724, 48.72297128835612, 48.865008627521036, 48.99500847851414, 48.973046511592884, 48.80432140250787, 48.84072791161083, 48.76691874130711, 48.72195049293691, 48.6864979260817, 48.79288249111431, 48.78941738943769, 48.85783045081695, 48.82474188854758, 48.6748334305002, 48.556408058208774, 48.42366409837405, 48.21806748172935, 48.06981682042738, 48.063196101723406, 47.93264254204422, 47.827530495074825, 47.78189697311535, 47.712099149289145, 47.56331870954176, 47.41855211192512, 47.40450779463242, 47.464517721206676, 47.63507692047364, 47.83805875859372, 48.07737031754726, 48.263597872274545, 48.38015913655374, 48.348190617613625, 48.318476747576256, 48.26797620370377, 48.00992147141267, 47.709136144360684, 47.416172998837055, 47.05859466774086, 46.65024836773421, 46.540152840510075, 46.3914670708229, 46.209098689780944, 45.96556274389309, 45.74043469024309, 45.29799669918185, 44.91322641450074, 44.498873892273764, 44.49366481230953, 44.560770937588984, 44.80463176161396, 45.0993694819569, 45.499750112470565, 45.6211907408246, 45.80205529988683, 45.708123084302144, 45.68790712482519, 45.81405275472332, 46.00027101468061, 46.08175908306828, 46.35909915965465, 46.46576283712716, 46.441227034886765, 46.44616990548775, 46.54666089240101, 46.59841208175709, 46.65129136030066, 46.76189546101807, 46.90767535175473, 46.99479680874566, 47.07641558114443, 47.18646494554531, 47.313152369541854, 47.46996804734067, 47.6650025617667, 47.937504265140376, 48.280702158264546, 48.56640445687964, 48.722569581466814, 48.85663469335918, 49.04070489320742, 49.19905442113463, 49.32000217146759, 49.46641799326835, 49.58414133318695, 49.61006530627196, 49.59705559933826, 49.614224038650036, 49.63626152893653, 49.5616552585704, 49.47524100794561, 49.476060675362135, 49.50440690096855, 49.52899329986076, 49.640898246486586, 49.61810602438112, 49.55517745295299, 49.488664784910384, 49.41110205000342, 49.28383371402168, 49.191312739760235, 48.92859773038856, 48.84438595761327, 48.747328101016706, 48.68850419346461, 48.61496486144739, 48.58865713079024, 48.24498609976189, 48.056093138725544, 47.87144411167486, 47.748821056609756, 47.685981371266394, 47.678429056222285, 47.4505886255734, 47.36491192373501, 47.429092614782405, 47.54090488823408, 47.71472311856684, 47.912191829485664, 47.92688604414133, 47.81865809241975, 47.610882795227894, 47.1724029024914, 47.053820192689216, 46.966188399821874, 46.8457118097424, 46.67424238851072, 46.70768085740053, 46.58105314322688, 46.438078085130485, 46.2136344539648, 46.12567954082431, 45.99899948090666, 45.73491444218894, 45.36251550459639, 45.32706510910492, 45.452396064951074, 45.62311465353065, 45.88400720603158, 46.27677200212236, 46.43073918902371, 46.56282347245934, 46.68306937517349, 46.80835095181942, 46.90656019298103, 47.00014145001205, 46.871022872484446, 46.76885206638849, 46.602710983623524, 46.46618646068862, 46.35795811595841, 46.28483245273952, 46.173200666491994, 46.1857210412972, 46.22958497386145, 46.28858935787645, 46.20481943048918, 46.35498697042516, 46.518259189122375, 46.7919629821136, 46.95324676507249, 47.19738620313524, 47.14295831303417, 47.02294611222288, 46.717698571371784, 46.46759875869628, 46.24055057183676, 46.10586091708285, 45.838545836146125, 45.53104783277905, 45.23262027995986, ...]
create_line_plot(test["Date"],
test["Close"],
predictions[-739:],
np.mean(e_rmse[-739:]),
algorithm_title=' (Elastic Net)')
As we can see from the previous chart, the RMSE=16.15 decreased from 22.2 for the Elastic Net algorithm by changing the strategy and predicting each value one day ahead.
Also, the value obtained is lower but very close to the Logistc Regression model, in this case we think that Elastic Net could obtain better results by modifiying the maximum number of iterations and make the model converge, the major drawback is the resources that will be necessary and the fitting time.
r_rmse = []
predictions = []
for date in df_updated["Date"].tolist()[-739:]:
print(date)
rmse, prediction = one_day_predictor(df_updated,
high_correlated_columns_without_duplicates,
date,
'Close',
model=RANDOM_FOREST_MODEL)
r_rmse.append(rmse)
predictions.append(prediction)
2013-01-02 00:00:00 2013-01-03 00:00:00 2013-01-04 00:00:00 2013-01-07 00:00:00 2013-01-08 00:00:00 2013-01-09 00:00:00 2013-01-10 00:00:00 2013-01-11 00:00:00 2013-01-14 00:00:00 2013-01-15 00:00:00 2013-01-16 00:00:00 2013-01-17 00:00:00 2013-01-18 00:00:00 2013-01-22 00:00:00 2013-01-23 00:00:00 2013-01-24 00:00:00 2013-01-25 00:00:00 2013-01-28 00:00:00 2013-01-29 00:00:00 2013-01-30 00:00:00 2013-01-31 00:00:00 2013-02-01 00:00:00 2013-02-04 00:00:00 2013-02-05 00:00:00 2013-02-06 00:00:00 2013-02-07 00:00:00 2013-02-08 00:00:00 2013-02-11 00:00:00 2013-02-12 00:00:00 2013-02-13 00:00:00 2013-02-14 00:00:00 2013-02-15 00:00:00 2013-02-19 00:00:00 2013-02-20 00:00:00 2013-02-21 00:00:00 2013-02-22 00:00:00 2013-02-25 00:00:00 2013-02-26 00:00:00 2013-02-27 00:00:00 2013-02-28 00:00:00 2013-03-01 00:00:00 2013-03-04 00:00:00 2013-03-05 00:00:00 2013-03-06 00:00:00 2013-03-07 00:00:00 2013-03-08 00:00:00 2013-03-11 00:00:00 2013-03-12 00:00:00 2013-03-13 00:00:00 2013-03-14 00:00:00 2013-03-15 00:00:00 2013-03-18 00:00:00 2013-03-19 00:00:00 2013-03-20 00:00:00 2013-03-21 00:00:00 2013-03-22 00:00:00 2013-03-25 00:00:00 2013-03-26 00:00:00 2013-03-27 00:00:00 2013-03-28 00:00:00 2013-04-01 00:00:00 2013-04-02 00:00:00 2013-04-03 00:00:00 2013-04-04 00:00:00 2013-04-05 00:00:00 2013-04-08 00:00:00 2013-04-09 00:00:00 2013-04-10 00:00:00 2013-04-11 00:00:00 2013-04-12 00:00:00 2013-04-15 00:00:00 2013-04-16 00:00:00 2013-04-17 00:00:00 2013-04-18 00:00:00 2013-04-19 00:00:00 2013-04-22 00:00:00 2013-04-23 00:00:00 2013-04-24 00:00:00 2013-04-25 00:00:00 2013-04-26 00:00:00 2013-04-29 00:00:00 2013-04-30 00:00:00 2013-05-01 00:00:00 2013-05-02 00:00:00 2013-05-03 00:00:00 2013-05-06 00:00:00 2013-05-07 00:00:00 2013-05-08 00:00:00 2013-05-09 00:00:00 2013-05-10 00:00:00 2013-05-13 00:00:00 2013-05-14 00:00:00 2013-05-15 00:00:00 2013-05-16 00:00:00 2013-05-17 00:00:00 2013-05-20 00:00:00 2013-05-21 00:00:00 2013-05-22 00:00:00 2013-05-23 00:00:00 2013-05-24 00:00:00 2013-05-28 00:00:00 2013-05-29 00:00:00 2013-05-30 00:00:00 2013-05-31 00:00:00 2013-06-03 00:00:00 2013-06-04 00:00:00 2013-06-05 00:00:00 2013-06-06 00:00:00 2013-06-07 00:00:00 2013-06-10 00:00:00 2013-06-11 00:00:00 2013-06-12 00:00:00 2013-06-13 00:00:00 2013-06-14 00:00:00 2013-06-17 00:00:00 2013-06-18 00:00:00 2013-06-19 00:00:00 2013-06-20 00:00:00 2013-06-21 00:00:00 2013-06-24 00:00:00 2013-06-25 00:00:00 2013-06-26 00:00:00 2013-06-27 00:00:00 2013-06-28 00:00:00 2013-07-01 00:00:00 2013-07-02 00:00:00 2013-07-03 00:00:00 2013-07-05 00:00:00 2013-07-08 00:00:00 2013-07-09 00:00:00 2013-07-10 00:00:00 2013-07-11 00:00:00 2013-07-12 00:00:00 2013-07-15 00:00:00 2013-07-16 00:00:00 2013-07-17 00:00:00 2013-07-18 00:00:00 2013-07-19 00:00:00 2013-07-22 00:00:00 2013-07-23 00:00:00 2013-07-24 00:00:00 2013-07-25 00:00:00 2013-07-26 00:00:00 2013-07-29 00:00:00 2013-07-30 00:00:00 2013-07-31 00:00:00 2013-08-01 00:00:00 2013-08-02 00:00:00 2013-08-05 00:00:00 2013-08-06 00:00:00 2013-08-07 00:00:00 2013-08-08 00:00:00 2013-08-09 00:00:00 2013-08-12 00:00:00 2013-08-13 00:00:00 2013-08-14 00:00:00 2013-08-15 00:00:00 2013-08-16 00:00:00 2013-08-19 00:00:00 2013-08-20 00:00:00 2013-08-21 00:00:00 2013-08-22 00:00:00 2013-08-23 00:00:00 2013-08-26 00:00:00 2013-08-27 00:00:00 2013-08-28 00:00:00 2013-08-29 00:00:00 2013-08-30 00:00:00 2013-09-03 00:00:00 2013-09-04 00:00:00 2013-09-05 00:00:00 2013-09-06 00:00:00 2013-09-09 00:00:00 2013-09-10 00:00:00 2013-09-11 00:00:00 2013-09-12 00:00:00 2013-09-13 00:00:00 2013-09-16 00:00:00 2013-09-17 00:00:00 2013-09-18 00:00:00 2013-09-19 00:00:00 2013-09-20 00:00:00 2013-09-23 00:00:00 2013-09-24 00:00:00 2013-09-25 00:00:00 2013-09-26 00:00:00 2013-09-27 00:00:00 2013-09-30 00:00:00 2013-10-01 00:00:00 2013-10-02 00:00:00 2013-10-03 00:00:00 2013-10-04 00:00:00 2013-10-07 00:00:00 2013-10-08 00:00:00 2013-10-09 00:00:00 2013-10-10 00:00:00 2013-10-11 00:00:00 2013-10-14 00:00:00 2013-10-15 00:00:00 2013-10-16 00:00:00 2013-10-17 00:00:00 2013-10-18 00:00:00 2013-10-21 00:00:00 2013-10-22 00:00:00 2013-10-23 00:00:00 2013-10-24 00:00:00 2013-10-25 00:00:00 2013-10-28 00:00:00 2013-10-29 00:00:00 2013-10-30 00:00:00 2013-10-31 00:00:00 2013-11-01 00:00:00 2013-11-04 00:00:00 2013-11-05 00:00:00 2013-11-06 00:00:00 2013-11-07 00:00:00 2013-11-08 00:00:00 2013-11-11 00:00:00 2013-11-12 00:00:00 2013-11-13 00:00:00 2013-11-14 00:00:00 2013-11-15 00:00:00 2013-11-18 00:00:00 2013-11-19 00:00:00 2013-11-20 00:00:00 2013-11-21 00:00:00 2013-11-22 00:00:00 2013-11-25 00:00:00 2013-11-26 00:00:00 2013-11-27 00:00:00 2013-11-29 00:00:00 2013-12-02 00:00:00 2013-12-03 00:00:00 2013-12-04 00:00:00 2013-12-05 00:00:00 2013-12-06 00:00:00 2013-12-09 00:00:00 2013-12-10 00:00:00 2013-12-11 00:00:00 2013-12-12 00:00:00 2013-12-13 00:00:00 2013-12-16 00:00:00 2013-12-17 00:00:00 2013-12-18 00:00:00 2013-12-19 00:00:00 2013-12-20 00:00:00 2013-12-23 00:00:00 2013-12-24 00:00:00 2013-12-26 00:00:00 2013-12-27 00:00:00 2013-12-30 00:00:00 2013-12-31 00:00:00 2014-01-02 00:00:00 2014-01-03 00:00:00 2014-01-06 00:00:00 2014-01-07 00:00:00 2014-01-08 00:00:00 2014-01-09 00:00:00 2014-01-10 00:00:00 2014-01-13 00:00:00 2014-01-14 00:00:00 2014-01-15 00:00:00 2014-01-16 00:00:00 2014-01-17 00:00:00 2014-01-21 00:00:00 2014-01-22 00:00:00 2014-01-23 00:00:00 2014-01-24 00:00:00 2014-01-27 00:00:00 2014-01-28 00:00:00 2014-01-29 00:00:00 2014-01-30 00:00:00 2014-01-31 00:00:00 2014-02-03 00:00:00 2014-02-04 00:00:00 2014-02-05 00:00:00 2014-02-06 00:00:00 2014-02-07 00:00:00 2014-02-10 00:00:00 2014-02-11 00:00:00 2014-02-12 00:00:00 2014-02-13 00:00:00 2014-02-14 00:00:00 2014-02-18 00:00:00 2014-02-19 00:00:00 2014-02-20 00:00:00 2014-02-21 00:00:00 2014-02-24 00:00:00 2014-02-25 00:00:00 2014-02-26 00:00:00 2014-02-27 00:00:00 2014-02-28 00:00:00 2014-03-03 00:00:00 2014-03-04 00:00:00 2014-03-05 00:00:00 2014-03-06 00:00:00 2014-03-07 00:00:00 2014-03-10 00:00:00 2014-03-11 00:00:00 2014-03-12 00:00:00 2014-03-13 00:00:00 2014-03-14 00:00:00 2014-03-17 00:00:00 2014-03-18 00:00:00 2014-03-19 00:00:00 2014-03-20 00:00:00 2014-03-21 00:00:00 2014-03-24 00:00:00 2014-03-25 00:00:00 2014-03-26 00:00:00 2014-03-27 00:00:00 2014-03-28 00:00:00 2014-03-31 00:00:00 2014-04-01 00:00:00 2014-04-02 00:00:00 2014-04-03 00:00:00 2014-04-04 00:00:00 2014-04-07 00:00:00 2014-04-08 00:00:00 2014-04-09 00:00:00 2014-04-10 00:00:00 2014-04-11 00:00:00 2014-04-14 00:00:00 2014-04-15 00:00:00 2014-04-16 00:00:00 2014-04-17 00:00:00 2014-04-21 00:00:00 2014-04-22 00:00:00 2014-04-23 00:00:00 2014-04-24 00:00:00 2014-04-25 00:00:00 2014-04-28 00:00:00 2014-04-29 00:00:00 2014-04-30 00:00:00 2014-05-01 00:00:00 2014-05-02 00:00:00 2014-05-05 00:00:00 2014-05-06 00:00:00 2014-05-07 00:00:00 2014-05-08 00:00:00 2014-05-09 00:00:00 2014-05-12 00:00:00 2014-05-13 00:00:00 2014-05-14 00:00:00 2014-05-15 00:00:00 2014-05-16 00:00:00 2014-05-19 00:00:00 2014-05-20 00:00:00 2014-05-21 00:00:00 2014-05-22 00:00:00 2014-05-23 00:00:00 2014-05-27 00:00:00 2014-05-28 00:00:00 2014-05-29 00:00:00 2014-05-30 00:00:00 2014-06-02 00:00:00 2014-06-03 00:00:00 2014-06-04 00:00:00 2014-06-05 00:00:00 2014-06-06 00:00:00 2014-06-09 00:00:00 2014-06-10 00:00:00 2014-06-11 00:00:00 2014-06-12 00:00:00 2014-06-13 00:00:00 2014-06-16 00:00:00 2014-06-17 00:00:00 2014-06-18 00:00:00 2014-06-19 00:00:00 2014-06-20 00:00:00 2014-06-23 00:00:00 2014-06-24 00:00:00 2014-06-25 00:00:00 2014-06-26 00:00:00 2014-06-27 00:00:00 2014-06-30 00:00:00 2014-07-01 00:00:00 2014-07-02 00:00:00 2014-07-03 00:00:00 2014-07-07 00:00:00 2014-07-08 00:00:00 2014-07-09 00:00:00 2014-07-10 00:00:00 2014-07-11 00:00:00 2014-07-14 00:00:00 2014-07-15 00:00:00 2014-07-16 00:00:00 2014-07-17 00:00:00 2014-07-18 00:00:00 2014-07-21 00:00:00 2014-07-22 00:00:00 2014-07-23 00:00:00 2014-07-24 00:00:00 2014-07-25 00:00:00 2014-07-28 00:00:00 2014-07-29 00:00:00 2014-07-30 00:00:00 2014-07-31 00:00:00 2014-08-01 00:00:00 2014-08-04 00:00:00 2014-08-05 00:00:00 2014-08-06 00:00:00 2014-08-07 00:00:00 2014-08-08 00:00:00 2014-08-11 00:00:00 2014-08-12 00:00:00 2014-08-13 00:00:00 2014-08-14 00:00:00 2014-08-15 00:00:00 2014-08-18 00:00:00 2014-08-19 00:00:00 2014-08-20 00:00:00 2014-08-21 00:00:00 2014-08-22 00:00:00 2014-08-25 00:00:00 2014-08-26 00:00:00 2014-08-27 00:00:00 2014-08-28 00:00:00 2014-08-29 00:00:00 2014-09-02 00:00:00 2014-09-03 00:00:00 2014-09-04 00:00:00 2014-09-05 00:00:00 2014-09-08 00:00:00 2014-09-09 00:00:00 2014-09-10 00:00:00 2014-09-11 00:00:00 2014-09-12 00:00:00 2014-09-15 00:00:00 2014-09-16 00:00:00 2014-09-17 00:00:00 2014-09-18 00:00:00 2014-09-19 00:00:00 2014-09-22 00:00:00 2014-09-23 00:00:00 2014-09-24 00:00:00 2014-09-25 00:00:00 2014-09-26 00:00:00 2014-09-29 00:00:00 2014-09-30 00:00:00 2014-10-01 00:00:00 2014-10-02 00:00:00 2014-10-03 00:00:00 2014-10-06 00:00:00 2014-10-07 00:00:00 2014-10-08 00:00:00 2014-10-09 00:00:00 2014-10-10 00:00:00 2014-10-13 00:00:00 2014-10-14 00:00:00 2014-10-15 00:00:00 2014-10-16 00:00:00 2014-10-17 00:00:00 2014-10-20 00:00:00 2014-10-21 00:00:00 2014-10-22 00:00:00 2014-10-23 00:00:00 2014-10-24 00:00:00 2014-10-27 00:00:00 2014-10-28 00:00:00 2014-10-29 00:00:00 2014-10-30 00:00:00 2014-10-31 00:00:00 2014-11-03 00:00:00 2014-11-04 00:00:00 2014-11-05 00:00:00 2014-11-06 00:00:00 2014-11-07 00:00:00 2014-11-10 00:00:00 2014-11-11 00:00:00 2014-11-12 00:00:00 2014-11-13 00:00:00 2014-11-14 00:00:00 2014-11-17 00:00:00 2014-11-18 00:00:00 2014-11-19 00:00:00 2014-11-20 00:00:00 2014-11-21 00:00:00 2014-11-24 00:00:00 2014-11-25 00:00:00 2014-11-26 00:00:00 2014-11-28 00:00:00 2014-12-01 00:00:00 2014-12-02 00:00:00 2014-12-03 00:00:00 2014-12-04 00:00:00 2014-12-05 00:00:00 2014-12-08 00:00:00 2014-12-09 00:00:00 2014-12-10 00:00:00 2014-12-11 00:00:00 2014-12-12 00:00:00 2014-12-15 00:00:00 2014-12-16 00:00:00 2014-12-17 00:00:00 2014-12-18 00:00:00 2014-12-19 00:00:00 2014-12-22 00:00:00 2014-12-23 00:00:00 2014-12-24 00:00:00 2014-12-26 00:00:00 2014-12-29 00:00:00 2014-12-30 00:00:00 2014-12-31 00:00:00 2015-01-02 00:00:00 2015-01-05 00:00:00 2015-01-06 00:00:00 2015-01-07 00:00:00 2015-01-08 00:00:00 2015-01-09 00:00:00 2015-01-12 00:00:00 2015-01-13 00:00:00 2015-01-14 00:00:00 2015-01-15 00:00:00 2015-01-16 00:00:00 2015-01-20 00:00:00 2015-01-21 00:00:00 2015-01-22 00:00:00 2015-01-23 00:00:00 2015-01-26 00:00:00 2015-01-27 00:00:00 2015-01-28 00:00:00 2015-01-29 00:00:00 2015-01-30 00:00:00 2015-02-02 00:00:00 2015-02-03 00:00:00 2015-02-04 00:00:00 2015-02-05 00:00:00 2015-02-06 00:00:00 2015-02-09 00:00:00 2015-02-10 00:00:00 2015-02-11 00:00:00 2015-02-12 00:00:00 2015-02-13 00:00:00 2015-02-17 00:00:00 2015-02-18 00:00:00 2015-02-19 00:00:00 2015-02-20 00:00:00 2015-02-23 00:00:00 2015-02-24 00:00:00 2015-02-25 00:00:00 2015-02-26 00:00:00 2015-02-27 00:00:00 2015-03-02 00:00:00 2015-03-03 00:00:00 2015-03-04 00:00:00 2015-03-05 00:00:00 2015-03-06 00:00:00 2015-03-09 00:00:00 2015-03-10 00:00:00 2015-03-11 00:00:00 2015-03-12 00:00:00 2015-03-13 00:00:00 2015-03-16 00:00:00 2015-03-17 00:00:00 2015-03-18 00:00:00 2015-03-19 00:00:00 2015-03-20 00:00:00 2015-03-23 00:00:00 2015-03-24 00:00:00 2015-03-25 00:00:00 2015-03-26 00:00:00 2015-03-27 00:00:00 2015-03-30 00:00:00 2015-03-31 00:00:00 2015-04-01 00:00:00 2015-04-02 00:00:00 2015-04-06 00:00:00 2015-04-07 00:00:00 2015-04-08 00:00:00 2015-04-09 00:00:00 2015-04-10 00:00:00 2015-04-13 00:00:00 2015-04-14 00:00:00 2015-04-15 00:00:00 2015-04-16 00:00:00 2015-04-17 00:00:00 2015-04-20 00:00:00 2015-04-21 00:00:00 2015-04-22 00:00:00 2015-04-23 00:00:00 2015-04-24 00:00:00 2015-04-27 00:00:00 2015-04-28 00:00:00 2015-04-29 00:00:00 2015-04-30 00:00:00 2015-05-01 00:00:00 2015-05-04 00:00:00 2015-05-05 00:00:00 2015-05-06 00:00:00 2015-05-07 00:00:00 2015-05-08 00:00:00 2015-05-11 00:00:00 2015-05-12 00:00:00 2015-05-13 00:00:00 2015-05-14 00:00:00 2015-05-15 00:00:00 2015-05-18 00:00:00 2015-05-19 00:00:00 2015-05-20 00:00:00 2015-05-21 00:00:00 2015-05-22 00:00:00 2015-05-26 00:00:00 2015-05-27 00:00:00 2015-05-28 00:00:00 2015-05-29 00:00:00 2015-06-01 00:00:00 2015-06-02 00:00:00 2015-06-03 00:00:00 2015-06-04 00:00:00 2015-06-05 00:00:00 2015-06-08 00:00:00 2015-06-09 00:00:00 2015-06-10 00:00:00 2015-06-11 00:00:00 2015-06-12 00:00:00 2015-06-15 00:00:00 2015-06-16 00:00:00 2015-06-17 00:00:00 2015-06-18 00:00:00 2015-06-19 00:00:00 2015-06-22 00:00:00 2015-06-23 00:00:00 2015-06-24 00:00:00 2015-06-25 00:00:00 2015-06-26 00:00:00 2015-06-29 00:00:00 2015-06-30 00:00:00 2015-07-01 00:00:00 2015-07-02 00:00:00 2015-07-06 00:00:00 2015-07-07 00:00:00 2015-07-08 00:00:00 2015-07-09 00:00:00 2015-07-10 00:00:00 2015-07-13 00:00:00 2015-07-14 00:00:00 2015-07-15 00:00:00 2015-07-16 00:00:00 2015-07-17 00:00:00 2015-07-20 00:00:00 2015-07-21 00:00:00 2015-07-22 00:00:00 2015-07-23 00:00:00 2015-07-24 00:00:00 2015-07-27 00:00:00 2015-07-28 00:00:00 2015-07-29 00:00:00 2015-07-30 00:00:00 2015-07-31 00:00:00 2015-08-03 00:00:00 2015-08-04 00:00:00 2015-08-05 00:00:00 2015-08-06 00:00:00 2015-08-07 00:00:00 2015-08-10 00:00:00 2015-08-11 00:00:00 2015-08-12 00:00:00 2015-08-13 00:00:00 2015-08-14 00:00:00 2015-08-17 00:00:00 2015-08-18 00:00:00 2015-08-19 00:00:00 2015-08-20 00:00:00 2015-08-21 00:00:00 2015-08-24 00:00:00 2015-08-25 00:00:00 2015-08-26 00:00:00 2015-08-27 00:00:00 2015-08-28 00:00:00 2015-08-31 00:00:00 2015-09-01 00:00:00 2015-09-02 00:00:00 2015-09-03 00:00:00 2015-09-04 00:00:00 2015-09-08 00:00:00 2015-09-09 00:00:00 2015-09-10 00:00:00 2015-09-11 00:00:00 2015-09-14 00:00:00 2015-09-15 00:00:00 2015-09-16 00:00:00 2015-09-17 00:00:00 2015-09-18 00:00:00 2015-09-21 00:00:00 2015-09-22 00:00:00 2015-09-23 00:00:00 2015-09-24 00:00:00 2015-09-25 00:00:00 2015-09-28 00:00:00 2015-09-29 00:00:00 2015-09-30 00:00:00 2015-10-01 00:00:00 2015-10-02 00:00:00 2015-10-05 00:00:00 2015-10-06 00:00:00 2015-10-07 00:00:00 2015-10-08 00:00:00 2015-10-09 00:00:00 2015-10-12 00:00:00 2015-10-13 00:00:00 2015-10-14 00:00:00 2015-10-15 00:00:00 2015-10-16 00:00:00 2015-10-19 00:00:00 2015-10-20 00:00:00 2015-10-21 00:00:00 2015-10-22 00:00:00 2015-10-23 00:00:00 2015-10-26 00:00:00 2015-10-27 00:00:00 2015-10-28 00:00:00 2015-10-29 00:00:00 2015-10-30 00:00:00 2015-11-02 00:00:00 2015-11-03 00:00:00 2015-11-04 00:00:00 2015-11-05 00:00:00 2015-11-06 00:00:00 2015-11-09 00:00:00 2015-11-10 00:00:00 2015-11-11 00:00:00 2015-11-12 00:00:00 2015-11-13 00:00:00 2015-11-16 00:00:00 2015-11-17 00:00:00 2015-11-18 00:00:00 2015-11-19 00:00:00 2015-11-20 00:00:00 2015-11-23 00:00:00 2015-11-24 00:00:00 2015-11-25 00:00:00 2015-11-27 00:00:00 2015-11-30 00:00:00 2015-12-01 00:00:00 2015-12-02 00:00:00 2015-12-03 00:00:00 2015-12-04 00:00:00 2015-12-07 00:00:00
create_line_plot(test["Date"],
test["Close"],
predictions,
np.mean(r_rmse),
algorithm_title=' (Random Forest Regressor)')
As we can see in the previous chart, the Random Forest Regressor obtained a lower average RMSE=14.24 by predicting one day ahead.
First, after doing an exploratory analysis different indicators/features were created from the initial dataset.
Second, the correlation between all the columns and the target was computed, a threshold of 0.85 was established discarding all the columns low correlated to the target feature. Then, all the columns correlations were computed in section 6.1.6 seeing all the high correlated columns, some columns that may contain duplicate information were discarded.
The first implemented strategy used the original dataset containing the daily record of the price S&P500 Index from 1950 to 2015, split it into train and test sets being the test set all the records from 2013 until 2016. And the following regressions algorithms were applied, using the RMSE as a metric.
After overviewing the results, to achieve a lower RMSE, a new strategy for each model was applied, instead of using an established proportion between the train and test datasets, we implemented different models predicting just one day ahead starting from 2013 until 2016 in a more realistic way. The obtained results are as follows:
The lowest RMSE=14.24 was obtained by using the Random Forest Regressor algorithm, we conclude that this improvement was caused by the increase of data in the training set. In further steps with aim of improving these results, additional features will be included as well as more registers, not only the daily price record.