Method | Scenario 4 | Scenario 10 | Scenario 11 | |||
F1 | MCC | F1 | MCC | F1 | MCC | |
GNB | 0.986159 | 0.135260 | 0.988762 | 0.910358 | 0.992302 | 0.982357 |
NN | 0.998489 | 0.000000 | 0.992646 | 0.939776 | 0.993299 | 0.984639 |
DT | 0.999990 | 0.996779 | 0.999982 | 0.999849 | 0.999971 | 0.999935 |
Voting | 0.999117 | 0.644421 | 0.994763 | 0.956586 | 0.993841 | 0.985878 |
Boosing-GNB | 0.967339 | 0.043543 | 0.867776 | 0.162963 | 0.378982 | 0.168781 |
Boosing-DT | 0.999989 | 0.996285 | 0.999983 | 0.999857 | 0.999963 | 0.999916 |
Bagging-GNB | 0.986170 | 0.135319 | 0.988758 | 0.910333 | 0.992253 | 0.982245 |
Bagging-NN | 0.998489 | 0.000000 | 0.993613 | 0.946912 | 0.993670 | 0.985486 |
Bagging-DT | 0.999991 | 0.996955 | 0.999981 | 0.999836 | 0.999955 | 0.999897 |
RF | 0.999997 | 0.998930 | 0.999988 | 0.999896 | 0.999972 | 0.999935 |