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. 2022 Nov 22;13:1002126. doi: 10.3389/fimmu.2022.1002126

Table 5.

The area under the curve of machine learning models.

Model AUC
Training set Test set
RF 0.98 1
ANN 0.87 1
SVM_linear 0.89 1
SVM_rbf 0.89 1

AUC, area under the curve; RF, random forest; ANN, artificial neural network; SVM, support vector machine; SVM_rbf, support vector machine with radial basis function kernel.