---
library_name: sklearn
tags:
- time-slot-prediction
- random-forest
- sklearn
license: mit
language:
- en
---

# Time Slot Prediction Model

This model predicts the preferred rescheduled delivery time slot based on historical data. It was trained using a `RandomForestClassifier` from scikit-learn.

## Model Details

- **Model Type:** `RandomForestClassifier`
- **Framework:** scikit-learn
- **Input:** User preference (categorical data)
- **Output:** Predicted time slot (categorical data)

## Usage

### Inference

To use this model, send a POST request with the user preference to the following endpoint:

```python
import requests

api_url = "https://api-inference.huggingface.co/models/your-username/your-model-name"
data = {
    "inputs": {
        "user_pref": "noon"  # Example input
    }
}

headers = {
    "Authorization": "Bearer YOUR_HUGGINGFACE_API_TOKEN"  # Only if the model is private
}

response = requests.post(api_url, json=data, headers=headers)
print(response.json())