BMC Bioinformatics

Table 6 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	0.774	0.782	0.761	0.527	0.626	0.538
KNN	0.638	0.567	0.549	0.149	0.576	0.174
SVM	0.754	0.723	0.730	0.466	0.760	0.478
NB	0.767	0.724	0.734	0.474	0.761	0.488
DT	0.877	0.868	0.866	0.733	0.821	0.733
RF	0.754	0.648	0.649	0.354	0.730	0.460
My model	0.980	0.982	0.971	0.952	0.962	0.950

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ISSN: 1471-2105

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