Skip to content

Regression Example: Boston should be deprecated #9

@Jlaventall

Description

@Jlaventall

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)

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions