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Replace deprecated Boston housing prices dataset with California housing dataset
See original GitHub issueMotivation
Since scikit-learn 1.0.0, the Boston housing prices dataset has been deprecated due to the ethical problem. The dataset will be removed at scikit-learn 1.2.0. Please see also the scikit-learn’s page.
The scikit-learn documentation suggesting using California housing dataset instead of the Boston dataset.
Description
Please replace load_boston with fetch_california_housing.
Alternatives (optional)
Additional context (optional)
Optuna has not used scikit-learn >= 1.0.0. yet. See relased issue: https://github.com/optuna/optuna/pull/2953.
Issue Analytics
- State:
- Created 2 years ago
- Reactions:2
- Comments:11 (4 by maintainers)
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Hii @nzw0301, I want to contribute to optuna and I have long term aims to contribute here. I’m thinking of starting with this one. I understood that I have to replace boston housing dataset with california housing dataset as mentioned in the deprecation warning from scikit-learn and that california housing dataset is also backward compatible upto almost ver-0.2 of scikit-learn.
So how should I proceed further? Should I replace every instance of
load_bostonin the repo?Great. Thank you for letting me know about the unlabelled issue. I’ve added the
Hacktoverfestlabel to this issue.