.. _sphx_glr_auto_examples_05_machine_learning:

.. _examples-machine-learning:

Machine learning with Studysets
-------------------------------

NiMARE's machine-learning tools convert :class:`~nimare.nimads.Studyset`
objects into scikit-learn-compatible bunches. The example below builds
modeled activation features, splits analyses so each study stays on one side,
reduces the voxelwise features, and fits a downstream estimator.


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    <div class="sphx-glr-thumbcontainer" tooltip="This example will walk you through some of the typical patterns to work with scikit-learn in NiMARE. You will learn how to:">

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  :doc:`/auto_examples/05_machine_learning/01_plot_machine_learning_in_nimare`

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   /auto_examples/05_machine_learning/01_plot_machine_learning_in_nimare