.. _sphx_glr_auto_examples_model_comparison:

.. _advanced-examples:

Comparing Models
=======================================================



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    <div class="sphx-glr-thumbnails">

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    <div class="sphx-glr-thumbcontainer" tooltip="Welcome to the &quot;Comparing All Fusion Models&quot; tutorial! In this tutorial, we&#x27;ll explore how to train and compare multiple fusion models for a multiclass classification task using k-fold cross-validation with multimodal tabular data. This tutorial is designed to help you understand and implement key features, including:">

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  .. image:: /auto_examples/model_comparison/images/thumb/sphx_glr_plot_model_comparison_loop_kfold_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_model_comparison_plot_model_comparison_loop_kfold.py`

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      <div class="sphx-glr-thumbnail-title">Comparing All Fusion Models</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="🚀 Welcome to this tutorial on training and comparing two fusion models on a regression task using simulated multimodal tabular data! 🎉">

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  .. image:: /auto_examples/model_comparison/images/thumb/sphx_glr_plot_two_models_traintest_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_model_comparison_plot_two_models_traintest.py`

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      <div class="sphx-glr-thumbnail-title">Regression: Comparing Two Tabular Models Trained on Simulated Data</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/model_comparison/plot_model_comparison_loop_kfold
   /auto_examples/model_comparison/plot_two_models_traintest