Table 2.
Mean values of six evaluation metrics obtained from GDSC.
| Method | AUC | ACC | REC | SPC | F_1 | MCC |
|---|---|---|---|---|---|---|
| AutoBorutaRF | 0.7116 | 0.6534 | 0.6527 | 0.6542 | 0.6501 | 0.3109 |
| Naive Bayes | 0.6792 | 0.6109 | 0.4242 | 0.7969 | 0.4947 | 0.2475 |
| SVM-RFE | 0.5159 | 0.5945 | 0.5797 | 0.6092 | 0.5855 | 0.1915 |
| FSelector | 0.6477 | 0.6061 | 0.6171 | 0.5952 | 0.6068 | 0.2155 |
| AutoHidden | 0.6095 | 0.5780 | 0.5576 | 0.5984 | 0.5651 | 0.1584 |
The bold number indicates the best result.