Fine-tuning process |  | ntree | mtry | Accuracy (SD) | Cohen’s κ (SD) |
---|---|---|---|---|---|
With the SMOTE exact method | Min | 500 | 196 | 0.654 (0.034) | 0.414 (0.057) |
Max | 1100 | 54 | 0.689 (0.043) | 0.465 (0.068) | |
Difference | Â | Â | 0.035 | 0.051 | |
Without the SMOTE exact method | Min | 500 | 2 | 0.659 (0.018) | 0.334 (0.040) |
Max | 1100 | 94 | 0.694 (0.035) | 0.437 (0.069) | |
Difference | Â | Â | 0.035 | 0.103 |