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Original file line number Diff line number Diff line change
Expand Up @@ -38,13 +38,8 @@ class InstanceHardnessThreshold(BaseUnderSampler):
Parameters
----------
estimator : estimator object, default=None
Classifier to be used to estimate instance hardness of the samples. By
default a :class:`~sklearn.ensemble.RandomForestClassifier` will be
used. If ``str``, the choices using a string are the following:
``'knn'``, ``'decision-tree'``, ``'random-forest'``, ``'adaboost'``,
``'gradient-boosting'`` and ``'linear-svm'``. If object, an estimator
inherited from :class:`~sklearn.base.ClassifierMixin` and having an
attribute :func:`predict_proba`.
Classifier to be used to estimate instance hardness of the samples.
This classifier should implement `predict_proba`.

{sampling_strategy}

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