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Question about the ExcelFormer code to default training

Open bernardocecchetto opened this issue 1 year ago • 0 comments

Hi, I was studying the provided code in run_default_config_excel.py, and I realized that the categorical features are encoded using CatBoostEncoder. Then, if you apply this encoding process, you set that X_cat = 0, because they are transformed to numerical features. So I have these questions:

  1. If I dont use this encoding process, ExcelFormer architecture will deal with these categorical features?
  2. 'cardinalities' refers to the number of categorical features that I have in my dataset?
  3. Do I need to set WHICH are the categorical features that I have, if I dont apply CatBoostEncoder?

I appreciate your attention and you've done a great work!

bernardocecchetto avatar Jan 23 '24 21:01 bernardocecchetto