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. 2016 Jul 28;21(8):983. doi: 10.3390/molecules21080983

Table 7.

Sensitivity, Specificity, Area under Curve, Accuracy and F-measure on MDDR2 Dataset.

ML Algorithm	Training					Validation
ML Algorithm	SEN	SPC	AUC	ACC	F-Sc	SEN	SPC	AUC	ACC	F-Sc
XGB	0.9779	0.9981	0.9880	0.9834	0.9689	0.9820	0.9983	0.9902	0.9849	0.9673
RF	0.9562	0.9979	0.9771	0.9837	0.9689	0.9468	0.9977	0.9723	0.9823	0.9597
LSVM	0.9590	0.9978	0.9784	0.9817	0.9667	0.9436	0.9974	0.9705	0.9790	0.9547
RBFN	0.9507	0.9961	0.9734	9.9646	0.9402	0.9420	0.9960	0.9690	0.9658	0.9312
NB	0.9546	0.9963	0.9755	0.9677	0.9458	0.9401	0.9967	0.9684	0.9724	0.9403