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

Table 10.

Sensitivity, Specificity, Area under Curve, Accuracy and F-measure on COX2 Dataset.

ML Algorithm	Training					Validation
ML Algorithm	SEN	SPC	AUC	ACC	F-Sc	SEN	SPC	AUC	ACC	F-Sc
XGB	0.9361	0.9444	0.9403	0.9388	0.9535	0.9570	0.9362	0.9466	0.9500	0.9622
RF	0.9763	0.8879	0.9321	0.9450	0.9581	0.9783	0.8750	0.9266	0.9429	0.9574
LSVM	0.9526	0.9138	0.9332	0.9388	0.9526	0.9565	0.8958	0.9262	0.9357	0.9514
RBFN	0.9293	0.7203	0.8248	0.8379	0.8658	0.9250	0.7000	0.8125	0.8286	0.8605
NB	0.6777	0.9569	0.8173	0.7768	0.7967	0.7065	1.0000	0.8533	0.8071	0.8280