Table 3 The AUC of algorithms for each iteration
Number of folds | AUC | |||
|---|---|---|---|---|
KNN | SVM | ANN | Logistic Regression | |
1 | 0.85 | 0.93 | 0.85 | 0.99 |
2 | 0.90 | 0.9 | 0.93 | 0.90 |
3 | 1.00 | 1.00 | 1.00 | 1.00 |
4 | 0.99 | 1.00 | 1.00 | 1.00 |
5 | 0.91 | 0.98 | 0.90 | 0.95 |
6 | 0.91 | 0.89 | 0.85 | 0.90 |
7 | 0.84 | 0.91 | 0.90 | 0.90 |
8 | 1.00 | 1.00 | 1.00 | 1.00 |
9 | 0.82 | 0.9 | 0.95 | 0.90 |
10 | 0.88 | 0.99 | 0.94 | 0.99 |