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