

Examples using ``imblearn.datasets.make_imbalance``
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows the different usage of the parameter sampling_strategy for the different fam...">

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 .. figure:: /auto_examples/api/images/thumb/sphx_glr_plot_sampling_strategy_usage_thumb.png
     :alt: How to use ``sampling_strategy`` in imbalanced-learn

     :ref:`sphx_glr_auto_examples_api_plot_sampling_strategy_usage.py`

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    </div>

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 * :ref:`sphx_glr_auto_examples_api_plot_sampling_strategy_usage.py`

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    <div class="sphx-glr-thumbcontainer" tooltip="Some balancing methods allow for balancing dataset with multiples classes. We provide an exampl...">

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 .. figure:: /auto_examples/applications/images/thumb/sphx_glr_plot_multi_class_under_sampling_thumb.png
     :alt: Multiclass classification with under-sampling

     :ref:`sphx_glr_auto_examples_applications_plot_multi_class_under_sampling.py`

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    </div>

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 * :ref:`sphx_glr_auto_examples_applications_plot_multi_class_under_sampling.py`

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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the problem induced by learning on datasets having imbalanced classes....">

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 .. figure:: /auto_examples/applications/images/thumb/sphx_glr_plot_impact_imbalanced_classes_thumb.png
     :alt: Fitting model on imbalanced datasets and how to fight bias

     :ref:`sphx_glr_auto_examples_applications_plot_impact_imbalanced_classes.py`

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    </div>

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 * :ref:`sphx_glr_auto_examples_applications_plot_impact_imbalanced_classes.py`

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    <div class="sphx-glr-thumbcontainer" tooltip="An illustration of the make_imbalance function to create an imbalanced dataset from a balanced ...">

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 .. figure:: /auto_examples/datasets/images/thumb/sphx_glr_plot_make_imbalance_thumb.png
     :alt: Create an imbalanced dataset

     :ref:`sphx_glr_auto_examples_datasets_plot_make_imbalance.py`

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    </div>

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 * :ref:`sphx_glr_auto_examples_datasets_plot_make_imbalance.py`
