. 2020 May 9;2020:1573543. doi: 10.1155/2020/1573543

Table 4.

Comparison of the models with or without negative sample selection strategy.

Model	Negative sample selection strategy	SN	SP	ACC	MCC	Precision	F1‐measure
RF model	√(with ε₁)	0.923	0.999	0.975	0.943	0.997	0.959
RF model	×	0.791	0.759	0.775	0.550	0.766	0.778
SVM model	√(with ε₁)	0.656	1.000	0.894	0.754	1.000	0.792
SVM model	×	0.585	0.715	0.650	0.302	0.672	0.625
ANN model	√(with ε₁)	0.670	1.000	0.898	0.764	1.000	0.802
ANN model	×	0.631	0.695	0.663	0.332	0.682	0.650