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[tabular] Detailed Error Messages For Invalid Data Types #4190

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Innixma opened this issue May 10, 2024 · 0 comments
Open

[tabular] Detailed Error Messages For Invalid Data Types #4190

Innixma opened this issue May 10, 2024 · 0 comments
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API & Doc Improvements or additions to documentation module: features module: tabular
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@Innixma
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Innixma commented May 10, 2024

At inference time, if users pass invalid data types, AutoGluon currently gives type conversion exceptions, but does not highlight the rows that are causing the error. It would be more informative if AutoGluon logged the cells that are causing the issue.

As an initial idea, it could be a try/except block added to AsTypeFeatureGenerator (code) to make the errors more informative.

@Innixma Innixma added API & Doc Improvements or additions to documentation module: tabular module: features labels May 10, 2024
@Innixma Innixma added this to the 2024 Tracker milestone May 10, 2024
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Labels
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