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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | AWAY | 33.4% | 25.1% | 41.5% | 41.5% | ✓ |
| Random Forest | AWAY | 31.7% | 26.2% | 42.1% | 42.1% | ✓ |
| KNN | HOME | 52.0% | 27.0% | 21.0% | 52.0% | ✗ |
| MLP | AWAY | 33.7% | 29.0% | 37.3% | 37.3% | ✓ |
| XGBoost | AWAY | 34.1% | 30.2% | 35.7% | 35.7% | ✓ |
| LightGBM | HOME | 36.9% | 27.1% | 36.0% | 36.9% | ✗ |
| Ensemble | DRAW | 22.9% | 40.2% | 36.9% | 40.2% | ✗ |
| Stacking | AWAY | 25.0% | 36.5% | 38.4% | 38.4% | ✓ |
| LSTM | AWAY | 25.9% | 34.2% | 40.0% | 40.0% | ✓ |