Identification and Analysis of Driver Missense Mutations Using Rotation Forest with Feature Selection

Table 4

The detailed information of the four classifiers.

Method	Dataset	TP	FP	TN	FN
mRMR-RF	TP53	1029	620	3919	0
	EGFR	117	620	3919	0
	Cosmic2plus	902	620	3919	211
DX-SVMLight	TP53	1029	651	3888	0
	EGFR	117	651	3888	0
	Cosmic2plus	940	651	3888	173
DX-LibSVM	TP53	1029	895	3644	0
	EGFR	117	895	3644	0
	Cosmic2plus	963	895	3644	150
DX-RF	TP53	1029	597	3942	0
	EGFR	117	597	3942	0
	Cosmic2plus	892	597	3942	221