I have added a functionality to the pre-processor to transform labels. This allows the pre-processor to add/remove instances, or fix noise in the labels.
I have replaced Pipeline from sklearn to Pipeline of imblearn. This allowed to add SMOTE-like to balancing step of auto-sklearn.
- Learn more about auto-sklearn.
- Learn more about sklearn.
- Learn more about imblearn.