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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 46.2% | 26.9% | 26.9% | 46.2% | ✓ |
| Random Forest | HOME | 45.2% | 27.2% | 27.6% | 45.2% | ✓ |
| KNN | HOME | 44.3% | 25.4% | 30.3% | 44.3% | ✓ |
| MLP | HOME | 42.3% | 27.6% | 30.1% | 42.3% | ✓ |
| XGBoost | HOME | 40.3% | 36.0% | 23.7% | 40.3% | ✓ |
| LightGBM | HOME | 49.0% | 28.4% | 22.6% | 49.0% | ✓ |
| Ensemble | DRAW | 28.4% | 47.2% | 24.5% | 47.2% | ✗ |
| Stacking | DRAW | 31.6% | 41.7% | 26.7% | 41.7% | ✗ |
| LSTM | HOME | 42.4% | 29.1% | 28.4% | 42.4% | ✓ |