scikit-learn-contrib/category_encoders

Unexpected input dimension when encoding new data frame

borisRa opened this issue · 1 comments

Expected Behavior

Expecting only transformed columns.
My data frame had 380 cols, with ONLY 3 categorical to encode.
When I wanted to encode this 3 cols in another data frame I got this error :

ValueError: Unexpected input dimension 300, expected 380

The question is why ?

Actual Behavior

Expecting all columns that were in the original data frame .
ValueError: Unexpected input dimension 300, expected 380

Steps to Reproduce the Problem

final_df_cat_encoder.transform(final_df )

Specifications

  • Version: category_encoders.version -> 2.4.0

Hi @borisRa
please check the discussion in #355 which is basically the same issue.