Table 1.
Prediction performance of the afpCOOL on two benchmark datasets in a 10-fold cross validation (10-fold CV) and leave-one-out (LOOCV) procedures. The AFP481 dataset contains 300 AFPs and 300 non-AFPs; and, the AFP517 dataset contains 517AFPs and 517non-AFPs.
| Dataset | Performance measures |
||||||
|---|---|---|---|---|---|---|---|
| Accuracy | Precision | Sensitivity | F-Measure | MCC | AUC | ||
| 10-Fold CV | AFP481 | 0.93 | 0.93 | 0.93 | 0.93 | 0.87 | 0.93 |
| AFP517 | 0.91 | 0.92 | 0.92 | 0.92 | 0.84 | 0.92 | |
| LOOCV | AFP481 | 0.89 | 0.90 | 0.88 | 0.86 | 0.78 | 0.91 |
| AFP517 | 0.91 | 0.90 | 0.89 | 0.90 | 0.81 | 0.90 | |