Table 5.

Comparison of performance in identifying FAD binding sites in the electron transport chain with different classifiers

Classifier	True positive	False positive	True negative	False negative	Sens	Spec	Acc	MCC
kNN	45	1448	1581	9	85.71	52.2	52.88	0.11
RandomForest	31	1055	1974	32	49.21	65.17	64.84	0.04
LibSVM	53	1149	1880	10	84.13	62.07	62.52	0.13
QuickRBF	54	1074	1955	9	85.71	64.54	64.97	0.15