library.phases.phases_implementation.feature_analysis.feature_selection namespace

Submodules

• library.phases.phases_implementation.feature_analysis.feature_selection.automatic module
  • AutomaticFeatureSelection
    • AutomaticFeatureSelection.fit()
    • AutomaticFeatureSelection.speak()
  • AutomaticFeatureSelectionFactory
    • AutomaticFeatureSelectionFactory.fit()
  • BorutaAutomaticFeatureSelection
    • BorutaAutomaticFeatureSelection.fit()
  • L1AutomaticFeatureSelection
    • L1AutomaticFeatureSelection.fit()
• library.phases.phases_implementation.feature_analysis.feature_selection.feature_selection module
  • FeatureSelection
• library.phases.phases_implementation.feature_analysis.feature_selection.manual module
  • LowVariancesFeatureReduction
    • LowVariancesFeatureReduction.constant_features_reduction()
    • LowVariancesFeatureReduction.fit()
  • ManualFeatureSelection
    • ManualFeatureSelection.fit()
  • ManualFeatureSelectionFactory
    • ManualFeatureSelectionFactory.fit()
  • MutualInformationFeatureReduction
    • MutualInformationFeatureReduction.fit()
  • PCAFeatureReduction
    • PCAFeatureReduction.fit()
  • VIFElimination
    • VIFElimination.fit()