| tags: | |
| - tabular | |
| - regression | |
| - random-forest | |
| # SuperKart Sales Forecast Model | |
| - **Algorithm**: Random Forest Regressor (Tuned with GridSearchCV) | |
| - **Best Hyperparameters**: {'regressor__max_depth': 10, 'regressor__min_samples_split': 5, 'regressor__n_estimators': 50} | |
| - **R² Score**: 0.9207 | |
| - **RMSE**: 298.7162 | |
| - **MAE**: 124.8352 | |