---
license: mit
library_name: scikit-learn
tags:
- sklearn
- random-forest
- regression
- california-housing
- mlops
---

# California Housing Price Prediction

This model predicts the median house value in California districts using a Random Forest Regressor.

The model is trained and deployed automatically using a GitHub Actions CI/CD pipeline.

## Model Information

- **Algorithm:** Random Forest Regressor
- **Framework:** Scikit-Learn
- **Dataset:** California Housing

## Evaluation Metrics

- **R2**: 0.7748
- **RMSE**: 0.5433
- **MAE**: 0.3657

## Pipeline

Data Preparation → Training → Evaluation → Automatic Deployment