8000 [MRG] DOC Include LinearSV{C, R} in models that support sample_weights by sambhav · Pull Request #15871 · scikit-learn/scikit-learn · GitHub
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[MRG] DOC Include LinearSV{C, R} in models that support sample_weights #15871

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Dec 13, 2019
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[MRG] DOC Include LinearSV{C, R} in models that support sample_weights #15871

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9 changes: 5 additions & 4 deletions doc/modules/svm.rst
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Expand Up @@ -267,10 +267,11 @@ that sets the parameter ``C`` of class ``class_label`` to ``C * value``.
:scale: 75


:class:`SVC`, :class:`NuSVC`, :class:`SVR`, :class:`NuSVR` and
:class:`OneClassSVM` implement also weights for individual samples in method
``fit`` through keyword ``sample_weight``. Similar to ``class_weight``, these
set the parameter ``C`` for the i-th example to ``C * sample_weight[i]``.
:class:`SVC`, :class:`NuSVC`, :class:`SVR`, :class:`NuSVR`, :class:`LinearSVC`,
:class:`LinearSVR` and :class:`OneClassSVM` implement also weights for
individual samples in method ``fit`` through keyword ``sample_weight``. Similar
to ``class_weight``, these set the parameter ``C`` for the i-th example to
``C * sample_weight[i]``.


.. figure:: ../auto_examples/svm/images/sphx_glr_plot_weighted_samples_001.png
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