Machine learning project - Predicting the number of house sales in England and Wales using Random Forest and k-Nearest Neighbours regressors.
License: MIT License
In this project I attempt to predict the number of residential transactions in England and Wales, using a random forest regressor and a k-Nearest Neighbour regressor.
I get a satisfying coefficient of determination of 0.95 using the random forest regressor on the test data, and a moderate r-square of 0.90 using the k-Nearest Neighbour regressor.
Data are available for public use at Land Registry, I do not claim ownership over these data.
Any comments, let me know!
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