imbalanced-ensemble
0.1.0

Getting Started

  • Getting Started
  • Install imbalanced_ensemble

API

  • imbalanced_ensemble.ensemble
    • Under-sampling-based ensembles
    • Over-sampling-based ensembles
    • Reweighting-based ensembles
    • Compatible ensembles
  • imbalanced_ensemble.sampler
  • imbalanced_ensemble.visualizer
  • imbalanced_ensemble.pipeline
  • imbalanced_ensemble.datasets
  • imbalanced_ensemble.metrics
  • imbalanced_ensemble.utils

Examples

  • Basic usage examples
  • Dataset examples
  • Evaluation examples
  • Pipeline examples

History

  • Release History
imbalanced-ensemble
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  • imbalanced_ensemble.ensemble
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imbalanced_ensemble.ensembleΒΆ

This is the full API documentation of the imbalanced_ensemble.ensemble module.

  • Under-sampling-based ensembles
    • SelfPacedEnsembleClassifier
      • Examples using imbalanced_ensemble.ensemble.under_sampling.SelfPacedEnsembleClassifier
    • BalanceCascadeClassifier
    • BalancedRandomForestClassifier
      • Examples using imbalanced_ensemble.ensemble.under_sampling.BalancedRandomForestClassifier
    • EasyEnsembleClassifier
      • Examples using imbalanced_ensemble.ensemble.under_sampling.EasyEnsembleClassifier
    • RUSBoostClassifier
      • Examples using imbalanced_ensemble.ensemble.under_sampling.RUSBoostClassifier
    • UnderBaggingClassifier
  • Over-sampling-based ensembles
    • OverBoostClassifier
    • SMOTEBoostClassifier
      • Examples using imbalanced_ensemble.ensemble.over_sampling.SMOTEBoostClassifier
    • KmeansSMOTEBoostClassifier
    • OverBaggingClassifier
      • Examples using imbalanced_ensemble.ensemble.over_sampling.OverBaggingClassifier
    • SMOTEBaggingClassifier
  • Reweighting-based ensembles
    • AdaCostClassifier
    • AdaUBoostClassifier
    • AsymBoostClassifier
  • Compatible ensembles
    • CompatibleAdaBoostClassifier
    • CompatibleBaggingClassifier
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