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Configurations of different training strategies.
| Training Strategy # | Cross-Validation Method | Cross-Validation Folds | Up-sampling Method | Threshold Moving | Hyper-parameters Selection Method |
|---|---|---|---|---|---|
| Strategy 1 | Stratified | 10 | N/A | ✓ | Fixed |
| Strategy 2 | Stratified | 10 | SMOTE | ✓ | Fixed |
| Strategy 3 | Stratified | 10 | SMOTE | ✓ | Optimized using Nested Cross-Validation with Grid Search |
