.. _example_ensemble_plot_gradient_boosting_regression.py:


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Gradient Boosting regression
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Demonstrate Gradient Boosting on the boston housing dataset.

This example fits a Gradient Boosting model with least squares loss and
500 regression trees of depth 4.


**Python source code:** :download:`plot_gradient_boosting_regression.py <plot_gradient_boosting_regression.py>`

.. literalinclude:: plot_gradient_boosting_regression.py
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