Class |
L1 |
L2 |
L3 |
Description |
ACC |
0.83333 |
0.75 |
0.58333 |
Accuracy |
AGM |
0.85764 |
0.70861 |
0.58034 |
Adjusted geometric mean |
AM |
-2 |
1 |
1 |
Difference between automatic and manual classification |
AUC |
0.8 |
0.65 |
0.58571 |
Area under the roc curve |
AUCI |
Very Good |
Fair |
Poor |
AUC value interpretation |
BCD |
0.08333 |
0.04167 |
0.04167 |
Bray-Curtis dissimilarity |
BM |
0.6 |
0.3 |
0.17143 |
Informedness or bookmaker informedness |
CEN |
0.25 |
0.49658 |
0.60442 |
Confusion entropy |
DOR |
None |
4.0 |
2.0 |
Diagnostic odds ratio |
DP |
None |
0.33193 |
0.16597 |
Discriminant power |
DPI |
None |
Poor |
Poor |
Discriminant power interpretation |
ERR |
0.16667 |
0.25 |
0.41667 |
Error rate |
F0.5 |
0.88235 |
0.35714 |
0.51724 |
F0.5 score |
F1 |
0.75 |
0.4 |
0.54545 |
F1 score - harmonic mean of precision and sensitivity |
F2 |
0.65217 |
0.45455 |
0.57692 |
F2 score |
FDR |
0.0 |
0.66667 |
0.5 |
False discovery rate |
FN |
2 |
1 |
2 |
False negative/miss/type 2 error |
FNR |
0.4 |
0.5 |
0.4 |
Miss rate or false negative rate |
FOR |
0.22222 |
0.11111 |
0.33333 |
False omission rate |
FP |
0 |
2 |
3 |
False positive/type 1 error/false alarm |
FPR |
0.0 |
0.2 |
0.42857 |
Fall-out or false positive rate |
G |
0.7746 |
0.40825 |
0.54772 |
G-measure geometric mean of precision and sensitivity |
GI |
0.6 |
0.3 |
0.17143 |
Gini index |
GM |
0.7746 |
0.63246 |
0.58554 |
G-mean geometric mean of specificity and sensitivity |
IBA |
0.36 |
0.28 |
0.35265 |
Index of balanced accuracy |
IS |
1.26303 |
1.0 |
0.26303 |
Information score |
J |
0.6 |
0.25 |
0.375 |
Jaccard index |
LS |
2.4 |
2.0 |
1.2 |
Lift score |
MCC |
0.68313 |
0.2582 |
0.16903 |
Matthews correlation coefficient |
MCEN |
0.26439 |
0.5 |
0.6875 |
Modified confusion entropy |
MK |
0.77778 |
0.22222 |
0.16667 |
Markedness |
N |
7 |
10 |
7 |
Condition negative |
NLR |
0.4 |
0.625 |
0.7 |
Negative likelihood ratio |
NPV |
0.77778 |
0.88889 |
0.66667 |
Negative predictive value |
OP |
0.58333 |
0.51923 |
0.55894 |
Optimized precision |
P |
5 |
2 |
5 |
Condition positive or support |
PLR |
None |
2.5 |
1.4 |
Positive likelihood ratio |
PLRI |
None |
Poor |
Poor |
Positive likelihood ratio interpretation |
POP |
12 |
12 |
12 |
Population |
PPV |
1.0 |
0.33333 |
0.5 |
Precision or positive predictive value |
PRE |
0.41667 |
0.16667 |
0.41667 |
Prevalence |
Q |
None |
0.6 |
0.33333 |
Yule Q - coefficient of colligation |
RACC |
0.10417 |
0.04167 |
0.20833 |
Random accuracy |
RACCU |
0.11111 |
0.0434 |
0.21007 |
Random accuracy unbiased |
TN |
7 |
8 |
4 |
True negative/correct rejection |
TNR |
1.0 |
0.8 |
0.57143 |
Specificity or true negative rate |
TON |
9 |
9 |
6 |
Test outcome negative |
TOP |
3 |
3 |
6 |
Test outcome positive |
TP |
3 |
1 |
3 |
True positive/hit |
TPR |
0.6 |
0.5 |
0.6 |
Sensitivity, recall, hit rate, or true positive rate |
Y |
0.6 |
0.3 |
0.17143 |
Youden index |
dInd |
0.4 |
0.53852 |
0.58624 |
Distance index |
sInd |
0.71716 |
0.61921 |
0.58547 |
Similarity index |