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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 46.3% | 24.0% | 29.7% | 46.3% | ✓ |
| Random Forest | HOME | 40.0% | 28.0% | 32.0% | 40.0% | ✓ |
| KNN | AWAY | 31.4% | 27.3% | 41.3% | 41.3% | ✗ |
| MLP | HOME | 45.2% | 27.8% | 27.0% | 45.2% | ✓ |
| XGBoost | HOME | 41.9% | 27.4% | 30.7% | 41.9% | ✓ |
| LightGBM | HOME | 41.3% | 27.7% | 30.9% | 41.3% | ✓ |
| Ensemble | DRAW | 28.3% | 37.9% | 33.8% | 37.9% | ✗ |
| Stacking | DRAW | 29.4% | 36.6% | 33.9% | 36.6% | ✗ |
| LSTM | HOME | 38.2% | 32.8% | 29.0% | 38.2% | ✓ |