ecostadelle / auto_filter

Implementation of the automated filter selection method

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