Table 11. Model metrics of the final clearance rate ensemble model.
| Metric | Accuracy |
|---|---|
| f1_score_macro | 0.6084 |
| AUC_micro | 0.9445 |
| AUC_macro | 0.8475 |
| recall_score_micro | 0.8101 |
| recall_score_weighted | 0.8101 |
| average_precision_score_weighted | 0.8707 |
| weighted_accuracy | 0.8585 |
| precision_score_macro | 0.6217 |
| precision_score_micro | 0.8101 |
| balanced_accuracy | 0.6027 |
| log_loss | 0.4455 |
| recall_score_macro | 0.6027 |
| precision_score_weighted | 0.8 |
| AUC_weighted | 0.8705 |
| average_precision_score_micro | 0.8911 |
| f1_score_weighted | 0.8019 |
| f1_score_micro | 0.8101 |
| norm_macro_recall | 0.354 |
| average_precision_score_macro | 0.7344 |
| accuracy | 0.8101 |