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

Table 11.

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

ML Algorithm	Training					Validation
ML Algorithm	SEN	SPC	AUC	ACC	F-Sc	SEN	SPC	AUC	ACC	F-Sc
XGB	0.9764	0.9028	0.9396	0.9577	0.9718	0.9884	0.8000	0.8942	0.9339	0.9551
RF	0.9720	0.9143	0.9431	0.9577	0.9720	0.9674	0.8966	0.9320	0.9504	0.9674
LSVM	0.9579	0.8714	0.9147	0.9366	0.9579	0.9348	1.0000	0.9674	0.9504	0.9663
RBFN	0.9947	0.7263	0.8605	0.9049	0.9330	1.0000	0.6444	0.8222	0.8678	0.9048
NB	0.9112	0.8571	0.8842	0.8979	0.9308	0.8478	0.9655	0.9067	0.8760	0.9123