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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 49.0% | 21.2% | 29.8% | 49.0% | ✓ |
| Random Forest | HOME | 48.1% | 27.1% | 24.9% | 48.1% | ✓ |
| KNN | HOME | 48.8% | 23.3% | 27.9% | 48.8% | ✓ |
| MLP | HOME | 54.5% | 24.7% | 20.8% | 54.5% | ✓ |
| XGBoost | HOME | 45.3% | 29.6% | 25.1% | 45.3% | ✓ |
| LightGBM | HOME | 43.5% | 29.2% | 27.3% | 43.5% | ✓ |
| Ensemble | DRAW | 35.4% | 40.7% | 23.9% | 40.7% | ✗ |
| Stacking | HOME | 37.4% | 36.9% | 25.7% | 37.4% | ✓ |
| LSTM | HOME | 35.9% | 34.0% | 30.1% | 35.9% | ✓ |