Table 3.

Maximum accuracy for classification methods.

Models	Maximum accuracy (%)	Number of features for maximum accuracy
Random forest	68.6	44
MLP	59.38	58
XG Boost	72.43	40
Logistic regression	56.74	50
SVM	66.95	49
KNN	53.28	3
Decision trees	52.23	5