AI-Powered House Price Prediction

Using Random Forest ML Algorithm with 79.6% Accuracy

7 ML Models Compared

Instant Predictions

Data-Driven Insights

Property Details

Area Type

Availability

Location

Size (BHK)

Society Name (Optional)

Total Area (sq.ft) Typical: 600-3000 sq.ft

Bathrooms

Balconies

Enter property details and click predict

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Algorithm Random Forest

Accuracy (R²) 79.64%

MAE ₹19.16L

Compared Linear, Ridge, Lasso, Decision Tree, Random Forest, Gradient Boosting & XGBoost

Trained on comprehensive Bangalore real estate dataset

79.6% R² score ensures reliable predictions

Get instant price predictions in milliseconds