Table 11.

Performance of classifiers with 10 and 15 most important features from a balanced dataset.

Model	10 Features			15 Features
	Chi2	SVD	PCA	Chi2	SVD	PCA
RF	0.96	0.97	0.98	0.97	0.97	0.98
SVM	0.95	0.98	0.97	0.96	0.97	0.98
GBM	0.95	0.98	0.97	0.95	0.94	0.96
LR	0.96	0.98	0.97	0.95	0.99	0.97
MLP	0.98	0.97	0.98	0.97	0.98	0.98
KNN	0.98	0.98	0.99	0.97	0.99	1.00