Table 1.

Performance statistics of classification models based on 10-fold cross validation

Method	10-fold cross-validation test result, 39 features, Promoters = 8793, NonPromoters = 34686
	# of true positive	# of false negative	# of true negative	# of false positive	Sensitivity (%)	Positive predictive value (PPV)	Mathew correlation coefficient	True positive cost	ROC Area
Bagging	7603	1190	34354	332	86.47	95.82	0.89	0.04	0.97
LogitBoost	7638	1155	34252	434	86.86	94.62	0.88	0.06	0.97
Random Forest	7626	1167	34921	395	86.73	95.08	0.89	0.05	0.97
Rotational Forest	7153	1640	34198	488	81.35	93.61	0.84	0.07	0.96