Table 3.
The summary of the performance of five best models.
| ID | Algorithms | AUC | Accuracy | Precision | Recall | F1 Score | AUPRC |
|---|---|---|---|---|---|---|---|
| Model 1 | Ensemble | 0.8369 | 0.7092 | 0.9474 | 0.6792 | 0.7912 | 0.9574 |
| Model 2 | Ensemble | 0.8326 | 0.7041 | 0.9469 | 0.6730 | 0.7868 | 0.9579 |
| Model 3 | Bernoulli Naive Bayes | 0.8321 | 0.7500 | 0.9435 | 0.7358 | 0.8269 | 0.9551 |
| Model 4 | Ensemble | 0.8305 | 0.8010 | 0.9000 | 0.8491 | 0.8738 | 0.9558 |
| Model 5 | SGD | 0.8276 | 0.6786 | 0.9615 | 0.6289 | 0.7605 | 0.9511 |
AUC, area under the receiver operating characteristic curve; AUPRC, area under the precision-recall curve.