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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 46.8% | 23.4% | 29.8% | 46.8% | ✓ |
| Random Forest | HOME | 41.6% | 32.6% | 25.8% | 41.6% | ✓ |
| KNN | HOME | 47.0% | 27.4% | 25.6% | 47.0% | ✓ |
| MLP | HOME | 44.7% | 27.7% | 27.6% | 44.7% | ✓ |
| XGBoost | HOME | 50.9% | 29.3% | 19.8% | 50.9% | ✓ |
| LightGBM | HOME | 48.9% | 28.9% | 22.2% | 48.9% | ✓ |
| Ensemble | DRAW | 34.7% | 44.5% | 20.8% | 44.5% | ✗ |
| Stacking | DRAW | 33.2% | 42.2% | 24.6% | 42.2% | ✗ |
| LSTM | DRAW | 29.8% | 36.5% | 33.6% | 36.5% | ✗ |