**Algorithm:** Random Forest  
**Task:** Regression — predict `Product_Store_Sales_Total`

## Performance (held-out test set)

| Metric | Value |
|--------|-------|
| RMSE   | 279.80 |
| MAE    | 113.79 |
| R²     | 0.9314 |
| MAPE   | 4.06 % |

## Best Hyperparameters

```json
{

## Usage

```python
import joblib
from huggingface_hub import hf_hub_download

path = hf_hub_download(repo_id="vikashHugFace/superkart-sales-forecast-model", filename="best_model.pkl")
model = joblib.load(path)
predictions = model.predict(X_new)
```