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Error out if nans in OneHotEncoding #800

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amontanez24 opened this issue May 18, 2022 · 0 comments · Fixed by #811
Closed

Error out if nans in OneHotEncoding #800

amontanez24 opened this issue May 18, 2022 · 0 comments · Fixed by #811
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@amontanez24
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feature request Request for a new feature
Milestone
0.15.0

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@amontanez24
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amontanez24 commented May 18, 2022 •
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Problem Description

As a user, it would be useful to know if my data doesn't meet the OneHotEncoding constraint because of missing values.

Currently, missing values are treated as 0s if they are seen in the OneHotEncoding constraint`

Expected behavior

  • Mark row as invalid if any row in the columns specified in the OneHotEncoding constraint are NaN
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@amontanez24 amontanez24

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feature request Request for a new feature
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0.15.0
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Error out if nans in OneHotEncoding sdv-dev/SDV
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