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DOC Add link to plot_monotonic_constraints.py in ensemble examples #31471

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DOC Add link to plot_monotonic_constraints.py in ensemble examples #31471

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DOC Add link to plot_monotonic_constraints.py in ensemble examples
shivamchhuneja Jun 2, 2025
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DOC Fix invalid ref syntax for monotonic constraints example in ensem…
shivamchhuneja Jun 3, 2025
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Update doc/modules/ensemble.rst
shivamchhuneja Jun 3, 2025
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removed quotes
shivamchhuneja Jun 3, 2025
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6 changes: 5 additions & 1 deletion doc/modules/ensemble.rst
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Expand Up @@ -369,13 +369,17 @@ following modelling constraint:
Also, monotonic constraints are not supported for multiclass classification.

For a practical implementation of monotonic constraints with the histogram-based
gradient boosting, including how they can improve generalization when domain knowledge
is available, see
:ref:`sphx_glr_auto_examples_ensemble_plot_monotonic_constraints.py`.

.. note::
Since categories are unordered quantities, it is not possible to enforce
monotonic constraints on categorical features.

.. rubric:: Examples

* :ref:`sphx_glr_auto_examples_ensemble_plot_monotonic_constraints.py`
* :ref:`sphx_glr_auto_examples_ensemble_plot_hgbt_regression.py`

.. _interaction_cst_hgbt:
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