Table 5.

Data obtained from the herein developed Regression Models.

		TP rate	FP Rate	Precision	Recall	F-Measure	MCC	ROC Area	PRC Area	Class*
NB	Train	0.923	0.069	0.857	0.923	0.889	0.973	0.973	0.940	0
		0.931	0.077	0.964	0.931	0.947	0.838	0.973	0.990	1
	10-fold	0.769	0.103	0.769	0.769	0.769	0.666	0.854	0.737	0
		0.897	0.231	0.897	0.897	0.897	0.666	0.854	0.927	1
	Test	0.800	0.111	0.800	0.800	0.800	0.689	0.978	0.967	0
		0.889	0.200	0.889	0.889	0.889	0.689	0.978	0.989	1
RT	Train	1.000	0.000	1.000	1.000	1.000	1.000	1.000	1.000	0
		1.000	0.000	1.000	1.000	1.000	1.000	1.000	1.000	1
	10-fold	0.538	0.069	0.778	0.538	0.636	0.529	0.735	0.562	0
		0.931	0.462	0.818	0.931	0.871	0.529	0.735	0.809	1
	Test	0.600	0.000	1.000	0.600	0.750	0.701	0.800	0.743	0
		1.000	0.400	0.818	1.000	0.900	0.701	0.800	0.818	1

*Class 0: RR > 0.5; Class 1: RR ≤ 0.5.