| Models | AUC | BS | \({\mathbf{HL}}_{{\hat{varvec{c}}}}\) | P-value |
---|---|---|---|---|---|
Training mode 1 (10-fold cross validation) | NL-SRC | 0.892 | 0.063 | 8.082 | 0.426 |
logit | 0.864 | 0.068 | 13.561 | 0.094 | |
CART | 0.841 | 0.069 | 25.614 | 0.001 | |
SVM | 0.818 | 0.069 | 64.247 | <0.001 | |
Training mode 1 (6-fold cross validation) | NL-SRC | 0.890 | 0.064 | 9.753 | 0.283 |
logit | 0.867 | 0.068 | 14.603 | 0.067 | |
CART | 0.825 | 0.071 | 20.643 | 0.008 | |
SVM | 0.820 | 0.071 | 55.271 | <0.001 | |
Training mode 2 | NL-SRC | 0.894 | 0.060 | 7.638 | 0.470 |
logit | 0.861 | 0.065 | 31.460 | <0.001 | |
CART | 0.856 | 0.064 | 16.088 | 0.041 | |
SVM | 0.827 | 0.072 | 97.202 | <0.001 | |
Training mode 3 | NL-SRC | 0.869 | 0.066 | 17.062 | 0.030 |
logit | 0.863 | 0.067 | 75.033 | <0.001 | |
CART | 0.745 | 0.079 | 14.266 | 0.075 | |
SVM | 0.856 | 0.071 | 72.822 | <0.001 |