Table 1.
Model performance of all models applied to the hold-out and application samples (* Balanced Accuracy).
| AM model | AM+cr model | ATM model | AM+cr model | |
|---|---|---|---|---|
| Model performance for the AM hold-out sample | ||||
| Recall: | 0.9503 | 0.7329 | 0.8820 | 0.8571 |
| Specificity: | 0.9876 | 0.5031 | 0.8509 | 0.8571 |
| F1: | 0.9684 | 0.6574 | 0.8685 | 0.8571 |
| BA*: | 0.9689 | 0.6180 | 0.8665 | 0.8571 |
| Model performance for the ATM hold-out sample | ||||
| Recall: | 0.7453 | 0.8323 | 0.9255 | 0.9193 |
| Specificity: | 0.8385 | 0.6273 | 0.9255 | 0.9317 |
| F1: | 0.7818 | 0.7549 | 0.9255 | 0.9250 |
| BA*: | 0.7919 | 0.7298 | 0.9255 | 0.9255 |
| Model performance for sample A | ||||
| Recall: | 0.9474 | 0.7895 | 1 | 0.9474 |
| Specificity: | 0.8276 | 0.7241 | 0.8276 | 0.8448 |
| F1: | 0.8926 | 0.7627 | 0.9194 | 0.9000 |
| BA*: | 0.8875 | 0.7568 | 0.9138 | 0.8961 |
| Model performance for sample B | ||||
| Recall: | 0.8889 | 0.8333 | 0.9722 | 0.8889 |
| Specificity: | 0.9608 | 0.5882 | 0.9020 | 0.9020 |
| F1: | 0.9143 | 0.6897 | 0.9211 | 0.8767 |
| BA*: | 0.9248 | 0.7108 | 0.9371 | 0.8954 |
Model performance of all models applied to the hold-out and application samples.