bugfinder.features.reduction
Abstract classes for feature reduction.
- class bugfinder.features.reduction.AbstractFeatureSelector(dataset)
Bases:
AbstractProcessing
Base class for feature selection.
- execute(dry_run, *args, **kwargs)
Execute the processing. Needs to be implemented by the subclass.
- Parameters
args –
kwargs –
- abstract select_feature(*args, **kwargs) DataFrame
- bugfinder.features.reduction.pca
- bugfinder.features.reduction.recursive_feature_elimination
- bugfinder.features.reduction.auto_encoder
- bugfinder.features.reduction.select_from_model
- bugfinder.features.reduction.univariate_select
- bugfinder.features.reduction.variance_threshold
- bugfinder.features.reduction.sequential_feature_selector