Kenya-focused data
The estimator is based on an affordable housing dataset with Kenyan pricing and financing fields.
Kenya Affordable Housing
Affordable Housing Price Estimator
Estimate house prices from construction, financing, repayment, and buyer-income details using the current trained model.
Project Overview
Designed to make model predictions easier to use.
Existing model preserved
The Django app loads the saved model exactly as it is and sends inputs in the trained feature order.
Clear input groups
Prediction inputs are organized into project costs, property details, financing, and buyer profile sections.
Model Inputs
The predictor uses nine financial and property variables.
Financing cost
Construction cost
Markup
Monthly repayment
House size
Cost per sqm
Interest rate
Housing levy
Buyer income