Table 1.

Classification results

Classifier	TP rate	FP rate	ROC	Accuracy	BCR	MCC	Cost
NB	72.4	19.7	84	80.26	76	0.08	60
RF	87.1	20	91.3	80.01	83	0.10	80000
J48	82	20.2	80.5	79.76	80	0.09	1200
SMO	85.7	19.2	89.8	80.79	82	0.10	250