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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 47.1% | 22.4% | 30.5% | 47.1% | ✓ |
| Random Forest | HOME | 46.9% | 22.8% | 30.3% | 46.9% | ✓ |
| KNN | AWAY | 36.7% | 21.7% | 41.5% | 41.5% | ✗ |
| MLP | HOME | 48.7% | 26.3% | 25.0% | 48.7% | ✓ |
| XGBoost | HOME | 46.3% | 28.1% | 25.6% | 46.3% | ✓ |
| LightGBM | HOME | 53.0% | 22.4% | 24.6% | 53.0% | ✓ |
| Ensemble | HOME | 36.0% | 35.5% | 28.5% | 36.0% | ✓ |
| Stacking | DRAW | 33.8% | 36.7% | 29.5% | 36.7% | ✗ |
| LSTM | AWAY | 15.0% | 27.3% | 57.7% | 57.7% | ✗ |