Auto-PyTorch icon indicating copy to clipboard operation
Auto-PyTorch copied to clipboard

Imbalanced dataset problems

Open ArlindKadra opened this issue 3 years ago • 2 comments

Currently, there are a few problems that crash the library when working with imbalanced datasets.

  • There are Null values and one unique value in the train split and Null values in the test set. The library will try to convert the feature column to float on the test set and it will throw an error. This condition should be removed.
  • There are Null values in the train split and Null and a few values at the test split, the other non-null values in the test set should be ignored so that the run does not crash.

ArlindKadra avatar May 03 '21 09:05 ArlindKadra

I'll leave this issue open for reference as it is still not fixed in the development branch

ravinkohli avatar May 07 '21 12:05 ravinkohli

This will also be fixed in #358

ravinkohli avatar Feb 10 '22 17:02 ravinkohli