BMC Bioinformatics

Table 16 Model evaluation(7–3)

From: A diabetes prediction model based on Boruta feature selection and ensemble learning

	Accuracy	Recall	F1 Index	Kappa	Precision	MCC
XGBoost	0.954	0.952	0.953	0.907	0.944	0.908
REL	0.969	0.971	0.968	0.937	0.986	0.938
GD	0.931	0.948	0.925	0.852	1.000	0.861
ARS	0.786	0.774	0.778	0.559	0.771	0.566
Bagging	0.961	0.961	0.959	0.919	0.975	0.919
Boosting	0.984	0.983	0.984	0.969	0.972	0.969
My model	0.986	0.986	0.985	0.970	0.988	0.971

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ISSN: 1471-2105

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