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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 50.1% | 27.7% | 22.2% | 50.1% | ✓ |
| Random Forest | HOME | 43.5% | 32.2% | 24.2% | 43.5% | ✓ |
| KNN | AWAY | 25.3% | 34.5% | 40.1% | 40.1% | ✗ |
| MLP | HOME | 47.3% | 27.7% | 25.0% | 47.3% | ✓ |
| XGBoost | HOME | 45.2% | 33.0% | 21.8% | 45.2% | ✓ |
| LightGBM | HOME | 46.2% | 31.1% | 22.7% | 46.2% | ✓ |
| Ensemble | DRAW | 34.0% | 44.3% | 21.8% | 44.3% | ✗ |
| Stacking | DRAW | 34.1% | 40.8% | 25.1% | 40.8% | ✗ |
| LSTM | HOME | 46.3% | 31.1% | 22.5% | 46.3% | ✓ |