Understanding Our Price Predictions
To help you understand our model's predictions, we provide two key insights:
On the left, the Residual Analysis chart shows how accurate our predictions are. The red line at zero means "no errors," and most points are close to this line, proving our model is well-balanced and not making big mistakes.
On the right, the Feature Importance pie chart shows what influences house prices the most. For example, the number of bedrooms contributes 21.9% to the final price, meaning it's an important factor in determining how much a house costs.
Residual Analysis : Shows how close our predictions are to the real prices. The red line at zero means perfect accuracy.
Feature Importance : Shows which house features impact the price the most, like bedrooms (21.9% influence).
Prediction Result
Prediction History
| Living Area | Bedrooms | Bathrooms | Lot Size | Floors | House Age | ZIP Code | Intention | Predicted Price |
|---|