Table 2: Result of the performance metrics of the algorithms in Python.

 

Accuracy

Recall

F1-Score

Precision

 

10-fold split

70% split

10-fold split

70% split

10-fold split

70% split

10-fold split

70% split

DT

0.94

0.96

0.93

0.96

0.93

0.96

0.93

0.96

SVM

0.96

0.99

0.95

0.99

0.95

0.99

0.96

0.99

MLP

0.93

0.98

0.92

0.97

0.92

0.97

0.93

0.97

NB

0.937

0.93

0.886

0.93

0.911

0.926

0.945

0.924

RF

0.97

0.96

0.97

0.95

0.97

0.95

0.96

0.96