Predict Bengaluru Home Prices Instantly

Machine learning on 10,224 real Bengaluru listings (Kaggle)

10,224 listings R² 0.83 4 models compared

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Location

Total Area (sq ft)

BHK

Bathrooms

Balconies

Ready to Move

We trained 4 models on real Bengaluru housing data (10,224 listings, 238 locations)

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Model	R² Score	RMSE (₹ Lakh)	MAE (₹ Lakh)	Rank

Trained on 10,224 real Bengaluru listings — features: location, area, BHK, bathrooms, balconies, availability

Feature importance analysis reveals the top price determinants

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