Table 1 Open in new tab Ten-fold cross...

Table 1

Ten-fold cross validation performance of the RF classifier and other four classifiers on the QSP400 dataset

Classifiers	SE (%)	SP (%)	ACC (%)	MCC	TP	TN	FP	FN
NB	87.0	88.5	87.75	0.755	174	177	26	23
SVM	90.0	92.5	91.25	0.825	180	185	20	15
LR	86.5	87.5	87.0	0.740	173	175	27	25
J48	89.0	81.5	85.25	0.707	178	163	22	37
RF	93.5	95.0	94.3	0.885	187	190	10	13

Classifiers	SE (%)	SP (%)	ACC (%)	MCC	TP	TN	FP	FN
NB	87.0	88.5	87.75	0.755	174	177	26	23
SVM	90.0	92.5	91.25	0.825	180	185	20	15
LR	86.5	87.5	87.0	0.740	173	175	27	25
J48	89.0	81.5	85.25	0.707	178	163	22	37
RF	93.5	95.0	94.3	0.885	187	190	10	13