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Add LassoCV as an additional estimator for Decoder objects #3769

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michellewang opened this issue Jun 19, 2023 · 0 comments · Fixed by #3781
Closed

Add LassoCV as an additional estimator for Decoder objects #3769

michellewang opened this issue Jun 19, 2023 · 0 comments · Fixed by #3781
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Enhancement for feature requests

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@michellewang
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          in a future PR it might still be worth adding the `LassoCV` as a possible estimator

Originally posted by @jeromedockes in #3736 (comment)

Looking at the LassoCV documentation, this would be an additional regression estimator (currently we have ridge regression and SVR). So we could add something like lasso=LassoCV() to SUPPORTED_ESTIMATORS.
Maybe also with lasso_regressor=LassoCV() to mirror ridge/ridge_regressor?
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[ENH] Add LassoCV to nilearn.decoding.DecoderRegressor michellewang/nilearn
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@Remi-Gau @michellewang