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Set default transformer to categorical_fuzzy #768

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amontanez24 opened this issue Apr 25, 2022 · 0 comments · Fixed by #774
Closed

Set default transformer to categorical_fuzzy #768

amontanez24 opened this issue Apr 25, 2022 · 0 comments · Fixed by #774
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@amontanez24
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feature request Request for a new feature
Milestone
0.14.1

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@amontanez24
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Problem Description

Since continuous variables fit better with the truncated_gaussian distribution, we want to default to making variables continuous. This also improves correlations for the GaussianCopula tabular model.

Expected behavior

  • The default categorical transformer for the GaussianCopulatabular model should be changed to categorical_fuzzy.
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@amontanez24 amontanez24

Labels
feature request Request for a new feature
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Milestone
0.14.1
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Set default transformer to categorical_fuzzy sdv-dev/SDV
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@katxiao @npatki @amontanez24