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This repository was archived by the owner on Nov 16, 2023. It is now read-only.
The documentation for the Handler class (link) mentions the following for the "replace_with" parameter:
replace_with
The method to use to replace NaN values. The following choices are available. Def: Replace with default value of that type, usually 0. If no
replace method is specified, this is the default strategy. Mean: Replace NaN values with the mean of the values in that column. Min: Replace with minimum value in the column. Max: Replace with maximum value in the column.
This is misguiding, since the actual options that it accepts are the following:
If I try to use replace_with='Max' then I get the following cryptic error message: parameter passed not in values.
Since it's actually expected to use replace_with='Maximum', although the documentation doesn't say it explicitly, and the error message doesn't say which parameter of what component is not accepted.