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Imbalanced dataset problems #195

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ArlindKadra opened this issue May 3, 2021 · 2 comments
Open

Imbalanced dataset problems #195

ArlindKadra opened this issue May 3, 2021 · 2 comments
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@ArlindKadra
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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.
@nabenabe0928 nabenabe0928 self-assigned this May 5, 2021
@ravinkohli ravinkohli added the bug Something isn't working label May 7, 2021
@ravinkohli
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I'll leave this issue open for reference as it is still not fixed in the development branch

@ravinkohli
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This will also be fixed in #358

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