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DOC: Add link to OOB example in RandomForestClassifier docstring #31509

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DOC: Add link to OOB example in RandomForestClassifier docstring #31509

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DOC: Add example link to plot_ensemble_oob.py in RandomForestClassifi…
Vedant-Kalbhor Jun 9, 2025
2c2b411
Fix linting issues: removed trailing whitespace
Vedant-Kalbhor Jun 9, 2025
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8 changes: 8 additions & 0 deletions sklearn/ensemble/_forest.py
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Expand Up @@ -1450,6 +1450,11 @@ class labels (multi-output problem).

.. versionadded:: 1.4

Examples
--------
See an example of using `RandomForestClassifier` with out-of-bag estimates:
:ref:`sphx_glr_auto_examples_ensemble_plot_ensemble_oob.py`

See Also
--------
sklearn.tree.DecisionTreeClassifier : A decision tree classifier.
Expand Down Expand Up @@ -1490,6 +1495,8 @@ class labels (multi-output problem).
RandomForestClassifier(...)
>>> print(clf.predict([[0, 0, 0, 0]]))
[1]


"""

_parameter_constraints: dict = {
Expand Down Expand Up @@ -2813,6 +2820,7 @@ class RandomTreesEmbedding(TransformerMixin, BaseForest):

.. versionadded:: 1.4


See Also
--------
ExtraTreesClassifier : An extra-trees classifier.
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