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

Table 12.

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

ML Algorithm	Training					Validation
ML Algorithm	SEN	SPC	AUC	ACC	F-Sc	SEN	SPC	AUC	ACC	F-Sc
XGB	0.7671	0.8522	0.8097	0.8297	0.7044	0.8837	0.7703	0.8270	0.8120	0.7755
RF	0.6860	0.8895	0.7878	0.8261	0.7108	0.6364	0.8226	0.7295	0.7350	0.6931
LSVM	0.6628	0.9316	0.7972	0.8478	0.7308	0.6727	0.9194	0.7960	0.8034	0.7629
RBFN	0.7089	0.8477	0.7783	0.8080	0.6788	0.8478	0.7746	0.8112	0.8034	0.7723
NB	0.9767	0.6368	0.8068	0.7428	0.7029	0.9818	0.5645	0.7732	0.7607	0.7941