Table 5.

Performance comparison of the classifiers

Classifier	Kappa statistic	MAE	RMSE	MCC	ROC Area	PRC Area
BayesNet	0.0988	0.3456	0.4312	0.134	0.675	0.705
Logistic	0.5128	0.2756	0.3975	0.513	0.782	0.821
IBk	0.3330	0.2763	0.5165	0.333	0.649	0.681
CR	0.5853	0.2577	0.3488	0.591	0.873	0.895
PART	0.3842	0.2782	0.4549	0.387	0.719	0.737
J48	0.3605	0.2713	0.4831	0.361	0.722	0.733