imbalanced-ensemble
stable

Getting Started

  • Getting Started
  • Install imbalanced-ensemble

API

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

Examples

  • Basic usage examples
  • Classification examples
  • Dataset examples
  • Evaluation examples
  • Pipeline examples
  • Visualizer examples

History

  • Release History
imbalanced-ensemble
  • imbens.ensemble
  • Edit on GitHub

imbens.ensemble

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

  • Under-sampling-based ensembles
    • SelfPacedEnsembleClassifier
    • BalanceCascadeClassifier
    • BalancedRandomForestClassifier
    • EasyEnsembleClassifier
    • RUSBoostClassifier
    • UnderBaggingClassifier
  • Over-sampling-based ensembles
    • OverBoostClassifier
    • SMOTEBoostClassifier
    • KmeansSMOTEBoostClassifier
    • OverBaggingClassifier
    • SMOTEBaggingClassifier
  • Reweighting-based ensembles
    • AdaCostClassifier
    • AdaUBoostClassifier
    • AsymBoostClassifier
  • Compatible ensembles
    • CompatibleAdaBoostClassifier
    • CompatibleBaggingClassifier
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© Copyright 2021, Zhining Liu. Revision 89aa5582.

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