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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | AWAY | 33.0% | 24.9% | 42.1% | 42.1% | ✗ |
| Random Forest | AWAY | 34.0% | 30.8% | 35.3% | 35.3% | ✗ |
| KNN | HOME | 41.5% | 27.5% | 31.0% | 41.5% | ✓ |
| MLP | AWAY | 34.4% | 27.8% | 37.8% | 37.8% | ✗ |
| XGBoost | HOME | 37.9% | 28.5% | 33.6% | 37.9% | ✓ |
| LightGBM | HOME | 38.5% | 29.9% | 31.7% | 38.5% | ✓ |
| Ensemble | DRAW | 26.7% | 41.5% | 31.7% | 41.5% | ✗ |
| Stacking | DRAW | 25.9% | 39.0% | 35.0% | 39.0% | ✗ |
| LSTM | HOME | 45.4% | 32.0% | 22.6% | 45.4% | ✓ |