Table 1.

Indicating the classification result for the classification with full attributes

Classifier	TPR	FPR	Accuracy (%)	G mean	ROC area	BCR (%)	MCC	Cost
Naïve Bayes	54.4	19.9	80.06	66.05	75.3	67.29	0.04	28
Random forest	80	19.6	80.35	80.18	87	80.18	0.07	150,000
J48	67.2	19.3	80.65	73.65	77.3	73.96	0.06	23,000
SMO	78.3	20.8	79.19	78.76	84.5	78.76	0.07	450