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doc/whats_new.rst
@@ -101,8 +101,9 @@ Enhancements
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descent for :class:`linear_model.Lasso`, :class:`linear_model.ElasticNet`
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and related. By `Manoj Kumar`_.
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- - Add ``sample_weight`` parameter to `metrics.jaccard_similarity_score` and
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- `metrics.log_loss`. By `Jatin Shah`_.
+ - Add ``sample_weight`` parameter to
+ :func:`metrics.jaccard_similarity_score` and :func:`metrics.log_loss`.
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+ By `Jatin Shah`_.
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- Support sparse multilabel indicator representation in
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:class:`preprocessing.LabelBinarizer` and
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