BMC Bioinformatics

Table 14 Model evaluation(7–3)

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

	Accuracy	Recall	F1 Index	Kappa	Precision	MCC
LR	0.816	0.824	0.816	0.632	0.895	0.630
KNN	0.923	0.909	0.919	0.839	0.883	0.850
SVM	0.877	0.871	0.868	0.737	0.914	0.737
NB	0.946	0.932	0.942	0.885	0.918	0.891
DT	0.954	0.955	0.954	0.908	0.970	0.908
RF	0.900	0.891	0.900	0.796	0.855	0.808
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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