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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 44.5% | 26.5% | 29.0% | 44.5% | ✓ |
| Random Forest | HOME | 37.7% | 29.3% | 33.0% | 37.7% | ✓ |
| KNN | HOME | 47.3% | 21.7% | 31.0% | 47.3% | ✓ |
| MLP | HOME | 42.0% | 26.3% | 31.7% | 42.0% | ✓ |
| XGBoost | HOME | 42.1% | 25.5% | 32.4% | 42.1% | ✓ |
| LightGBM | HOME | 43.5% | 26.9% | 29.6% | 43.5% | ✓ |
| Ensemble | DRAW | 30.6% | 36.7% | 32.7% | 36.7% | ✗ |
| Stacking | DRAW | 29.9% | 36.5% | 33.5% | 36.5% | ✗ |
| LSTM | AWAY | 25.8% | 35.6% | 38.6% | 38.6% | ✗ |