Table 2 Predictive model performance evaluation indicators

Sample method	Model	Accuracy	Precision	Recall	F1 Score	AUC
Random	RF	0.798	0.764	0.808	0.785	0.844
Random	KNN	0.754	0.700	0.808	0.750	0.826
Random	XGBoost	0.781	0.721	0.846	0.779	0.849
Random	SVM	0.789	0.726	0.865	0.789	0.814
Random	LR	0.737	0.690	0.769	0.727	0.808
Kernel Density	RF	0.912	0.892	0.951	0.921	0.958
Kernel Density	KNN	0.912	0.881	0.967	0.922	0.940
Kernel Density	XGBoost	0.930	0.896	0.984	0.938	0.936
Kernel Density	SVM	0.912	0.892	0.951	0.921	0.966
Kernel Density	LR	0.895	0.866	0.951	0.906	0.944

Quick links

Search