RezoX AI: Real Estate Management & Price Prediction Platform

This project uses Machine Learning to predict real estate prices in Bengaluru and provides insights using data-driven evaluation metrics.

Model Evaluation Metrics Below is the performance visualization of the model on the test dataset:

Interpretation

Metric	Value	Meaning
R² Score	0.735	Model explains ~73.5% of price variance → decent prediction ability
MAE	18.723 Lakhs	Avg error → predictions may deviate by ₹18.7 Lakhs on average
RMSE	39.280 Lakhs	Penalizes larger errors → shows some impact of outliers