Random Forest-Combine

Class

Precision

Recall

F1

Overall-Accuracy

1

0.5213095

0.2500505

0.3244089

73.931%

0

0.7553637

0.9086234

0.8220094

73.931%

Random Forest-Clinical

Class

Precision

Recall

F1

Overall-Accuracy

1

0.5993651

0.3543434

0.4028256

72.75862%

0

0.7727882

0.8843049

0.818625

72.75862%

Random Forest-Gene

Class

Precision

Recall

F1

Overall-Accuracy

1

0.4683333

0.2250505

0.2883832

71.37931%

0

0.7488169

0.8964157

0.8129295

71.37931%

Adaptive Boosting-Combine

Class

Precision

Recall

F1

Overall-Accuracy

1

0.4952381

0.2865657

0.3440309

70.0000%

0

0.7578552

0.8571818

0.7992672

70.0000%

Adaptive Boosting-Clinical

Class

Precision

Recall

F1

Overall-Accuracy

1

0.4566667

0.4363636

0.4016618

67.24138%

0

0.7787268

0.7857737

0.7695106

67.24138%

Adaptive Boosting-Gene

Class

Precision

Recall

F1

Overall-Accuracy

1

0.5361905

0.3635859

0.3995099

72.06897%

0

0.7713405

0.8691818

0.8118039

72.06897%