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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | HOME | 49.0% | 26.6% | 24.4% | 49.0% | ✓ |
| Random Forest | HOME | 47.2% | 28.2% | 24.6% | 47.2% | ✓ |
| KNN | AWAY | 29.5% | 25.3% | 45.3% | 45.3% | ✗ |
| MLP | HOME | 45.6% | 29.6% | 24.8% | 45.6% | ✓ |
| XGBoost | HOME | 39.6% | 25.4% | 35.0% | 39.6% | ✓ |
| LightGBM | HOME | 47.9% | 25.2% | 26.9% | 47.9% | ✓ |
| Ensemble | DRAW | 31.4% | 36.6% | 31.9% | 36.6% | ✗ |
| Stacking | DRAW | 30.9% | 36.8% | 32.3% | 36.8% | ✗ |
| LSTM | HOME | 33.3% | 33.3% | 33.3% | 33.3% | ✓ |