EmporioSabo/california-housing-predictor

California Housing Price Predictor

A Random Forest regressor trained on the California Housing dataset to predict median house values.

Metrics

Metric	Value
MAE	0.3275
RMSE	0.5053
R2	0.8051

Features

• MedInc
• HouseAge
• AveRooms
• AveBedrms
• Population
• AveOccup
• Latitude
• Longitude

Usage

import joblib

model = joblib.load("model.joblib")
# prediction = model.predict(X)

Training

Trained via GitHub Actions CI/CD and automatically pushed to Hugging Face Hub.