BMC Bioinformatics

Table 15 Model evaluation(10CV)

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

	Accuracy	Recall	F1 Index	Kappa	Precision	MCC
LR	0.708	0.706	0.708	0.404	0.744	0.407
KNN	0.628	0.608	0.602	0.219	0.640	0.229
SVM	0.713	0.708	0.704	0.411	0.747	0.413
NB	0.853	0.836	0.842	0.689	0.809	0.708
DT	0.933	0.931	0.930	0.861	0.948	0.865
RF	0.589	0.580	0.589	0.157	0.630	0.161
My model	0.945	0.947	0.945	0.887	0.972	0.892

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ISSN: 1471-2105

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