---
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