mljar / mljar-examples

Examples how MLJAR can be used
Apache License 2.0
58 stars 33 forks source link

Regression Example: Boston should be deprecated #9

Open Jlaventall opened 2 years ago

Jlaventall commented 2 years ago

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)