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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