@@ -13,14 +13,22 @@ Under-sampling methods
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:no-members:
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:no-inherited-members:
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- Classes
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- -------
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.. currentmodule :: imblearn
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+ Prototype generation
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+ --------------------
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+
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+ .. autosummary ::
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+ :toctree: generated/
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+
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+ under_sampling.ClusterCentroids
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+
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+ Prototype selection
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+ -------------------
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+
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.. autosummary ::
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:toctree: generated/
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- under_sampling.ClusterCentroids
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under_sampling.CondensedNearestNeighbour
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under_sampling.EditedNearestNeighbours
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under_sampling.RepeatedEditedNearestNeighbours
@@ -32,7 +40,6 @@ Classes
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under_sampling.RandomUnderSampler
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under_sampling.TomekLinks
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-
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.. _over_sampling_ref :
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Over-sampling methods
@@ -42,8 +49,6 @@ Over-sampling methods
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:no-members:
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:no-inherited-members:
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- Classes
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- -------
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.. currentmodule :: imblearn
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.. autosummary ::
@@ -63,8 +68,6 @@ Combination of over- and under-sampling methods
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:no-inherited-members:
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- Classes
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- -------
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.. currentmodule :: imblearn
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.. autosummary ::
@@ -83,8 +86,6 @@ Ensemble methods
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:no-members:
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:no-inherited-members:
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- Classes
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- -------
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.. currentmodule :: imblearn
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.. autosummary ::
@@ -105,18 +106,10 @@ Pipeline
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.. currentmodule :: imblearn
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- Classes
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- -------
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.. autosummary ::
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:toctree: generated/
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pipeline.Pipeline
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-
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- Functions
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- ---------
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- .. autosummary ::
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- :toctree: generated/
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-
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pipeline.make_pipeline
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.. _metrics_ref :
@@ -130,8 +123,6 @@ Metrics
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.. currentmodule :: imblearn
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- Functions
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- ---------
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.. autosummary ::
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:toctree: generated/
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@@ -152,14 +143,11 @@ Datasets
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.. currentmodule :: imblearn
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- Functions
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- ---------
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.. autosummary ::
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:toctree: generated/
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datasets.make_imbalance
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-
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Utilities
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=========
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@@ -169,8 +157,6 @@ Utilities
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.. currentmodule :: imblearn
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- Functions
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- ---------
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.. autosummary ::
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:toctree: generated/
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