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Table 2 Performance of different classifiers when the 26 top-ranked genes were used as the features

From: Unraveling the molecular heterogeneity in type 2 diabetes: a potential subtype discovery followed by metabolic modeling

Method

AUC

ACC

F1

Precision

Recall

SVM

0.958

0.942

0.927

0.950

0.905

NN

0.966

0.903

0.878

0.900

0.857

NB

0.896

0.818

0.791

0.746

0.841

RF

0.836

0.799

0.735

0.796

0.683

KNN

0.829

0.721

0.538

0.833

0.397

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BMC Medical Genomics

ISSN: 1755-8794

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