

Examples using ``imblearn.under_sampling.BaseUnderSampler``
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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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 * :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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 * :ref:`sphx_glr_auto_examples_applications_plot_multi_class_under_sampling.py`

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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to balance the text data before to train a classifier.">

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 .. figure:: /auto_examples/applications/images/thumb/sphx_glr_plot_topic_classication_thumb.png
     :alt: Example of topic classification in text documents

     :ref:`sphx_glr_auto_examples_applications_plot_topic_classication.py`

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 * :ref:`sphx_glr_auto_examples_applications_plot_topic_classication.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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 * :ref:`sphx_glr_auto_examples_applications_plot_impact_imbalanced_classes.py`

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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we show how BalancedBaggingClassifier can be used to create a large variety of...">

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 .. figure:: /auto_examples/ensemble/images/thumb/sphx_glr_plot_bagging_classifier_thumb.png
     :alt: Bagging classifiers using sampler

     :ref:`sphx_glr_auto_examples_ensemble_plot_bagging_classifier.py`

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 * :ref:`sphx_glr_auto_examples_ensemble_plot_bagging_classifier.py`

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    <div class="sphx-glr-thumbcontainer" tooltip="The following example attends to make a qualitative comparison between the different under-samp...">

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 .. figure:: /auto_examples/under-sampling/images/thumb/sphx_glr_plot_comparison_under_sampling_thumb.png
     :alt: Compare under-sampling samplers

     :ref:`sphx_glr_auto_examples_under-sampling_plot_comparison_under_sampling.py`

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 * :ref:`sphx_glr_auto_examples_under-sampling_plot_comparison_under_sampling.py`
