Predict Home Prices Instantly

Machine learning powered price estimation on real housing data (Kaggle)

1,460 houses R² 0.87 4 models compared

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Enter Property Details

Living Area (sq ft)

Bedrooms

Bathrooms

Overall Quality (1-10)

Year Built

Swimming Pool

Garage

Central Air Conditioning

We trained 4 models on Kaggle housing data (1,460 houses, 5 features + amenities)

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Model	R² Score	RMSE ($)	MAE ($)	Rank

Trained on 1,460 real house listings — features: area, bedrooms, bathrooms, overall quality, year built, pool, garage, AC

Feature importance analysis reveals the top price determinants

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