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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 45.6% | 26.5% | 28.0% | 45.6% | ✓ |
| Random Forest | HOME | 48.1% | 26.9% | 25.0% | 48.1% | ✓ |
| KNN | HOME | 48.7% | 23.4% | 27.9% | 48.7% | ✓ |
| MLP | HOME | 46.4% | 28.2% | 25.4% | 46.4% | ✓ |
| XGBoost | HOME | 48.8% | 26.8% | 24.3% | 48.8% | ✓ |
| LightGBM | HOME | 49.9% | 24.6% | 25.6% | 49.9% | ✓ |
| Ensemble | DRAW | 36.6% | 38.6% | 24.8% | 38.6% | ✗ |
| Stacking | DRAW | 34.6% | 39.1% | 26.3% | 39.1% | ✗ |
| LSTM | HOME | 33.3% | 33.3% | 33.3% | 33.3% | ✓ |