Fixed a minor bug regarding the method _get_unique_term_affiliation_shape_. When invoking this method from one of the underlying logit APLRRegressor models in an APLRClassifier model, then the method previously had no default parameter value for _max_rows_before_sampling_. This has now been corrected.
10.4.4
Previously, parts of the progress report during fitting could still be printed if verbosity was 0. This has now been corrected.
10.4.3
- Fixed a bug in the _calculate_feature_importance_ method that used too much memory. - Updated the presentation of APLR with a graphical interpretation example.
10.4.2
Fixed the bug in the _get_unique_term_affiliation_shape_ method that caused memory problems. The method is now safe to use.
10.4.1
Added a warning to the get_unique_term_affiliation_shape method when handling interactions as the method is currently very memory intensive when handling interaction terms and may crash without warning on larger models. Updated the documentation accordingly.