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Replace all uses of deprecated function sklearn.datasets.load_boston #7373

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merged 9 commits into from
Jan 30, 2022

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@hcho3 hcho3 commented Oct 27, 2021

sklearn.datasets.load_boston was marked as deprecated in scikit-learn 1.0.0: https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_boston.html

Replace all uses of sklearn.datasets.load_boston with sklearn.datasets.fetch_california_housing.

@hcho3 hcho3 requested a review from trivialfis October 27, 2021 20:07
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hcho3 commented Oct 28, 2021

GPU coordinate linear is flaky on the California housing dataset. Is coordinate method prone to flaky results? @trivialfis @RAMitchell

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I haven't seen it being flaky before. But I also haven't really worked on it.

@trivialfis trivialfis force-pushed the replace_boston_housing branch from ddbf99a to 35ad7b6 Compare December 28, 2021 22:33
@trivialfis trivialfis force-pushed the replace_boston_housing branch from 4f5eefb to 53c4536 Compare January 17, 2022 15:28
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@hcho3 I have changed the regularization terms to pass the tests, please take a look.

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I think it's ready to be merged.

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@hcho3 Do you have any concerns regarding this PR?

@hcho3 hcho3 merged commit c621775 into dmlc:master Jan 30, 2022
@hcho3 hcho3 deleted the replace_boston_housing branch January 30, 2022 12:28
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