.. _under_sampling_sampler_api:

Under-sampling Samplers
================================

.. automodule:: imbalanced_ensemble.sampler.under_sampling
    :no-members:
    :no-inherited-members:

.. currentmodule:: imbalanced_ensemble.sampler.under_sampling

.. autosummary::
   :toctree: _autosummary
   :template: class.rst

   ClusterCentroids
   RandomUnderSampler
   InstanceHardnessThreshold
   NearMiss
   TomekLinks
   EditedNearestNeighbours
   RepeatedEditedNearestNeighbours
   AllKNN
   OneSidedSelection
   CondensedNearestNeighbour
   NeighbourhoodCleaningRule
   BalanceCascadeUnderSampler
   SelfPacedUnderSampler