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Table 1 Evaluation of the different classifiers for discrimination of T2DM individuals from healthy ones. Here, 247 differentially expressed genes were used as the classification 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

0.889

0.838

0.806

0.788

0.825

NN

0.877

0.812

0.772

0.766

0.778

RF

0.837

0.766

0.71

0.721

0.698

NB

0.801

0.734

0.717

0.634

0.825

KNN

0.758

0.727

0.58

0.784

0.46

  1. AUC, ACC, F1 score, precision, and Recall are reported
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BMC Medical Genomics

ISSN: 1755-8794

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