Table 2. Comparison of performance between selected best 4 features vs all 44 features.

Method	All Features			Selected Features
	Accuracy(%)	Area underROC curve	F1 Score(%)	Accuracy(%)	Area underROC curve	F1Score (%)
Naïve Bayes	67.48	0.66	56.72	68.50	0.71	54.35
SVM	68.00	0.72	65.04	71.00	0.73	69.41
Random Forest	71.69	0.77	67.13	72.41	0.76	66.39