Add clarification on random forest regressor default params #5862
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…emble of bagged trees with its default max_features parameter
doc/modules/ensemble.rst
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| @@ -133,7 +133,7 @@ built from a sample drawn with replacement (i.e., a bootstrap sample) | |||
| from the training set. In addition, when splitting a node during the | |||
| construction of the tree, the split that is chosen is no longer the | |||
| best split among all features. Instead, the split that is picked is the | |||
| best split among a random subset of the features. As a result of this | |||
| best split among a random subset of the features (although this is not necessarily true for RandomForestRegressor, see :ref:`Parameters <ensemble_parameters>`). As a result of this | |||
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please break lines at 79 characters.
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I think this is actually a useful addition, though there is still line break issues and this is now way out of date. |
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I will work on the line break issue. |
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I am merging the documentation. Continued in #13248. |
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closing in favor of #13248 |
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Add clarification about random forest regressor actually being an ensemble of bagged trees with its default max_features parameter (whereby max_features=n_features by default).