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| Model | Prediction | Home % | Draw % | Away % | Confidence | Result |
|---|---|---|---|---|---|---|
| Logistic Regression | AWAY | 35.0% | 28.0% | 37.1% | 37.1% | ✗ |
| Random Forest | DRAW | 34.0% | 34.4% | 31.7% | 34.4% | ✓ |
| KNN | HOME | 44.9% | 32.0% | 23.1% | 44.9% | ✗ |
| MLP | HOME | 36.6% | 31.5% | 32.0% | 36.6% | ✗ |
| XGBoost | AWAY | 32.3% | 33.2% | 34.5% | 34.5% | ✗ |
| LightGBM | DRAW | 30.3% | 35.2% | 34.5% | 35.2% | ✓ |
| Ensemble | DRAW | 19.6% | 49.7% | 30.7% | 49.7% | ✓ |
| Stacking | DRAW | 24.0% | 41.7% | 34.2% | 41.7% | ✓ |
| LSTM | DRAW | 32.2% | 37.6% | 30.2% | 37.6% | ✓ |