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. 2022 Apr 1;13:824670. doi: 10.3389/fneur.2022.824670

Table 1.

Means and standard deviations of AUC for 100 tests of the ML classifier.

Classifier Mean Standard deviation
SVM 0.8795 0.0815
RF 0.8703 0.0716
KNN 0.8007 0.0925
MLP 0.7904 0.1113

The bold values indicate that the SVM classifier had the best performance among the four models.