AutoML feature type inference can mis-detect IDs as numeric continu…

Question

AutoML feature type inference can mis-detect IDs as numeric continuous. You should:

Accepted Answer

Exclude or cast ID-like columns appropriately so they are not treated as meaningful numeric features — IDs aren't quantities — exclude/cast so AutoML doesn't treat them as numeric signal.

Answer

Always keep raw IDs as continuous features

Answer

Double IDs to amplify signal

Answer

Hash IDs into the label

AutoML feature type inference can mis-detect IDs as numeric continuous. You should:

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