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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 46.5% | 24.0% | 29.4% | 46.5% | ✓ |
| Random Forest | HOME | 40.8% | 28.0% | 31.2% | 40.8% | ✓ |
| KNN | HOME | 40.1% | 25.6% | 34.4% | 40.1% | ✓ |
| MLP | HOME | 46.1% | 24.9% | 29.0% | 46.1% | ✓ |
| XGBoost | HOME | 42.6% | 28.5% | 28.9% | 42.6% | ✓ |
| LightGBM | HOME | 45.6% | 27.5% | 26.9% | 45.6% | ✓ |
| Ensemble | DRAW | 28.2% | 41.8% | 29.9% | 41.8% | ✗ |
| Stacking | DRAW | 28.6% | 39.5% | 31.9% | 39.5% | ✗ |
| LSTM | HOME | 50.5% | 29.5% | 20.0% | 50.5% | ✓ |