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analyticalmindsltd / smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features
http://smote-variants.readthedocs.io
MIT License
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Categorical Variables #41

Closed khanwa closed 2 years ago

khanwa commented 2 years ago

Thank you for the great work. How to run the smote variants for categorical variables in the data?

gykovacs commented 2 years ago

Categorical variables are not handled explicitly, you need to encode them somehow, for example, using one-hot encoding.