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Regression Example: Boston should be deprecated

Open Jlaventall opened this issue 3 years ago • 0 comments

https://github.com/mljar/mljar-examples/blob/master/House_price_regression/House_price_regression.ipynb

based on sci-kit learn's own documentation, the Boston housing prices data set has some issues and should not be used: https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_boston.html

recommend adding from sklearn.datasets import fetch_openml and housing = fetch_openml(name="house_prices", as_frame=True)

Jlaventall avatar Sep 11 '22 01:09 Jlaventall