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Example to do model selection with TableVectorizer #554

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GaelVaroquaux opened this issue May 8, 2023 · 1 comment
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Example to do model selection with TableVectorizer #554

GaelVaroquaux opened this issue May 8, 2023 · 1 comment
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@GaelVaroquaux
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We should make an example that does model selection with a pipeline that includes a TableVectorizer, to show the benefit of tuning jointly the preprocessing and the learner.

However, doing this example may reveal shortcomings in our design of the TableVectorizer. For instance, I realized that I cannot use and RandomSearchCV to set the dimensionality of the GapEncoder (because this dimensionality is not a parameter accessible at the level of the TableVectorizer). We might need to brainstorm a bit more.

@Vincent-Maladiere
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Vincent-Maladiere commented Nov 21, 2023

Solved by #814

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