Table 1.

A comparison of four RF classifiers using different feature sets by 10-fold cross-validation with the AMP data ratio of 1:1. Values shown are the mean and standard deviation (in parentheses).

Feature set {#}	Sn	Sp	Acc	MCC	AUC-ROC	AUC-PR	κ
CTD {147}	0.979 (0.002)	0.944 (0.004)	0.961 (0.002)	0.924 (0.005)	0.988 (0.001)	0.698 (0.023)	0.923 (0.005)
C {21}	0.958 (0.002)	0.943 (0.004)	0.950 (0.002)	0.901 (0.004)	0.983 (0.001)	0.747 (0.018)	0.901 (0.004)
T {21}	0.959 (0.002)	0.943 (0.004)	0.951 (0.002)	0.901 (0.004)	0.983 (0.001)	0.745 (0.018)	0.901 (0.005)
D {105}	0.978 (0.002)	0.945 (0.004)	0.962 (0.002)	0.924 (0.004)	0.988 (0.001)	0.698 (0.024)	0.923 (0.005)