auto_filter

Implementation of the automated filter selection method

Changes:

2023-08-11

added the parameter axis=1 to the pandas.DataFrame.drop methods
added the parameters sampling_strategy='auto' and replacement=False to prevent a future change in imblearn.ensemble.BalancedRandomForestClassifier

Todo:

measure the dataset shift
identify the type of dataset shift