Jupyter NotebookRegression20

India House Price Prediction

House-price prediction on Indian housing data reaching an R² of 0.93–0.94, comparing machine learning and deep learning models with exploratory data analysis.

View Code on GitHub

machine-learningregressionedatensorflow

Key Highlights

R² of 0.93–0.94 on the test set

MSE of 2×10⁻⁶ on scaled targets

Ensemble approach combining multiple regression models

Feature importance analysis with SHAP values

Geographic visualization of price distribution

Tech Stack

Pythonscikit-learnTensorFlowPandasMatplotlibSHAP

GitHub Repository

github.com/ErdoganPeker/India-House-Price-Prediction