Table 2.

10 fold cross validated performance of the base models in individual prediction stage on base valid set using their respective base features

Base features	MCC	NPV	ACC	PPV	SPE	SEN	AUC
DESC	0.689	0.813	0.845	0.870	0.868	0.822	0.911
MGF	0.620	0.805	0.810	0.817	0.794	0.826	0.888
MFP	0.683	0.830	0.841	0.855	0.837	0.845	0.915
FPeV	0.638	0.814	0.818	0.826	0.802	0.835	0.899
SeV	0.636	0.811	0.817	0.827	0.809	0.826	0.889

Standard deviation value for each split for the above table is given in Additional file 1: S3

Highest values are underlined