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.