Table 2.
The summary of model performance under 5-fold CV.
| Iter1 | Iter2 | Iter3 | Iter4 | Iter5 | ||
|---|---|---|---|---|---|---|
| Fold0 | Acc | 0.7556 | 0.7722 | 0.7722 | 0.7722 | 0.7833 |
| Rec | 0.7444 | 0.7556 | 0.7444 | 0.7333 | 0.7778 | |
| F1 | 0.7528 | 0.7684 | 0.7657 | 0.7630 | 0.7821 | |
| AUC | 0.8121 | 0.8169 | 0.8223 | 0.8254 | 0.8328 | |
| AUPR | 0.7866 | 0.8071 | 0.8148 | 0.8223 | 0.8065 | |
| Fold1 | Acc | 0.7444 | 0.7333 | 0.7333 | 0.7556 | 0.7722 |
| Rec | 0.7444 | 0.7667 | 0.7889 | 0.8111 | 0.7778 | |
| F1 | 0.7444 | 0.7419 | 0.7474 | 0.7684 | 0.7735 | |
| AUC | 0.8020 | 0.8137 | 0.8230 | 0.8181 | 0.8207 | |
| AUPR | 0.7661 | 0.8146 | 0.8138 | 0.7945 | 0.7913 | |
| Fold2 | Acc | 0.7444 | 0.7222 | 0.7444 | 0.7278 | 0.7556 |
| Rec | 0.7333 | 0.7556 | 0.7556 | 0.7667 | 0.7556 | |
| F1 | 0.7416 | 0.7312 | 0.7473 | 0.7380 | 0.7556 | |
| AUC | 0.8258 | 0.8084 | 0.8226 | 0.7947 | 0.8126 | |
| AUPR | 0.8279 | 0.8282 | 0.8283 | 0.7794 | 0.8125 | |
| Fold3 | Acc | 0.7389 | 0.6833 | 0.7278 | 0.7333 | 0.7278 |
| Rec | 0.7444 | 0.6667 | 0.7444 | 0.7222 | 0.7222 | |
| F1 | 0.7403 | 0.6780 | 0.7322 | 0.7303 | 0.7263 | |
| AUC | 0.7795 | 0.7670 | 0.7985 | 0.7968 | 0.7974 | |
| AUPR | 0.7906 | 0.7539 | 0.7866 | 0.7919 | 0.7713 | |
| Fold4 | Acc | 0.7722 | 0.7556 | 0.7611 | 0.7556 | 0.7611 |
| Rec | 0.7333 | 0.7111 | 0.7333 | 0.7000 | 0.6889 | |
| F1 | 0.7630 | 0.7442 | 0.7543 | 0.7412 | 0.7425 | |
| AUC | 0.8485 | 0.8204 | 0.8338 | 0.8260 | 0.8190 | |
| AUPR | 0.8468 | 0.8250 | 0.8164 | 0.8237 | 0.7981 | |