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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 45.0% | 26.3% | 28.7% | 45.0% | ✓ |
| Random Forest | HOME | 40.7% | 28.8% | 30.4% | 40.7% | ✓ |
| KNN | HOME | 56.8% | 26.2% | 17.0% | 56.8% | ✓ |
| MLP | HOME | 45.7% | 26.2% | 28.1% | 45.7% | ✓ |
| XGBoost | HOME | 46.4% | 23.8% | 29.8% | 46.4% | ✓ |
| LightGBM | HOME | 44.3% | 26.7% | 29.0% | 44.3% | ✓ |
| Ensemble | DRAW | 32.2% | 35.9% | 31.9% | 35.9% | ✗ |
| Stacking | DRAW | 30.3% | 37.0% | 32.7% | 37.0% | ✗ |
| LSTM | HOME | 39.5% | 34.3% | 26.2% | 39.5% | ✓ |