Class |
0 |
1 |
2 |
Description |
ACC |
1.0 |
0.89474 |
0.89474 |
Accuracy |
BM |
1.0 |
0.80114 |
0.63218 |
Informedness or bookmaker informedness |
DOR |
None |
95.0 |
56.0 |
Diagnostic odds ratio |
ERR |
0.0 |
0.10526 |
0.10526 |
Error rate |
F0.5 |
1.0 |
0.85227 |
0.81081 |
F0.5 score |
F1 |
1.0 |
0.88235 |
0.75 |
F1 score - harmonic mean of precision and sensitivity |
F2 |
1.0 |
0.91463 |
0.69767 |
F2 score |
FDR |
0.0 |
0.16667 |
0.14286 |
False discovery rate |
FN |
0 |
1 |
3 |
False negative/miss/type 2 error |
FNR |
0.0 |
0.0625 |
0.33333 |
Miss rate or false negative rate |
FOR |
0.0 |
0.05 |
0.09677 |
False omission rate |
FP |
0 |
3 |
1 |
False positive/type 1 error/false alarm |
FPR |
0.0 |
0.13636 |
0.03448 |
Fall-out or false positive rate |
G |
1.0 |
0.88388 |
0.75593 |
G-measure geometric mean of precision and sensitivity |
J |
1.0 |
0.78947 |
0.6 |
Jaccard index |
LR+ |
None |
6.875 |
19.33333 |
Positive likelihood ratio |
LR- |
0.0 |
0.07237 |
0.34524 |
Negative likelihood ratio |
MCC |
1.0 |
0.79218 |
0.69332 |
Matthews correlation coefficient |
MK |
1.0 |
0.78333 |
0.76037 |
Markedness |
N |
25 |
22 |
29 |
Condition negative |
NPV |
1.0 |
0.95 |
0.90323 |
Negative predictive value |
P |
13 |
16 |
9 |
Condition positive |
POP |
38 |
38 |
38 |
Population |
PPV |
1.0 |
0.83333 |
0.85714 |
Precision or positive predictive value |
PRE |
0.34211 |
0.42105 |
0.23684 |
Prevalence |
RACC |
0.11704 |
0.19945 |
0.04363 |
Random accuracy |
RACCU |
0.11704 |
0.20014 |
0.04432 |
Random accuracy unbiased |
TN |
25 |
19 |
28 |
True negative/correct rejection |
TNR |
1.0 |
0.86364 |
0.96552 |
Specificity or true negative rate |
TON |
25 |
20 |
31 |
Test outcome negative |
TOP |
13 |
18 |
7 |
Test outcome positive |
TP |
13 |
15 |
6 |
True positive/hit |
TPR |
1.0 |
0.9375 |
0.66667 |
Sensitivity, recall, hit rate, or true positive rate |