Table 4.

Analyze the performance of MMI and NMBAC on S.cerevisiae dataset by RF Classifier

Feature	ACC(%)	SN(%)	Spec(%)	PPV(%)	NPV(%)	F1(%)	MCC(%)
MMI	94.23 ±0.36	91.01 ±0.45	97.44 ±0.40	97.27 ±0.38	91.55 ±0.48	94.03 ±0.35	88.63 ±0.71
NMBAC	92.76 ±0.35	90.99 ±0.59	94.53 ±0.50	94.34 ±0.37	91.30 ±0.68	92.63 ±0.26	85.57 ±0.70
MMI+NMBAC(A-B order)	95.01 ±0.46	92.67 ±0.50	97.31 ±0.61	97.16 ±0.55	93.06 ±0.48	94.26 ±1.18	90.10 ±0.92
MMI+NMBAC(B-A order)	94.90 ±0.24	92.60 ±0.47	97.22 ±0.58	97.10 ±0.44	92.89 ±0.55	94.79 ±0.78	89.91 ±1.1