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DOC Handling of NaNs in preprocessing is an enhancement
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doc/whats_new/v0.20.rst

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@@ -88,9 +88,6 @@ Preprocessing
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:issue:`10210` by :user:`Eric Chang <ericchang00>` and
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:user:`Maniteja Nandana <maniteja123>`.
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- :class:`preprocessing.QuantileTransformer` handles and ignores NaN values.
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:issue:`10404` by :user:`Guillaume Lemaitre <glemaitre>`.
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- Added the :class:`compose.TransformedTargetRegressor` which transforms
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the target y before fitting a regression model. The predictions are mapped
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back to the original space via an inverse transform. :issue:`9041` by
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other features in a round-robin fashion. :issue:`8478` by
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:user:`Sergey Feldman <sergeyf>`.
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- Updated :class:`preprocessing.MinMaxScaler` to pass through NaN values. :issue:`10404`
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by :user:`Lucija Gregov <LucijaGregov>`.
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Model evaluation
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- Added the :func:`metrics.cluster.davies_bouldin_index` metric for unsupervised
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classes found which are ignored.
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:issue:`10913` by :user:`Rodrigo Agundez <rragundez>`.
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- :class:`preprocessing.QuantileTransformer` handles and ignores NaN values.
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:issue:`10404` by :user:`Guillaume Lemaitre <glemaitre>`.
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- Updated :class:`preprocessing.MinMaxScaler` to pass through NaN values.
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:issue:`10404` by :user:`Lucija Gregov <LucijaGregov>`.
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Model evaluation and meta-estimators
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- A scorer based on :func:`metrics.brier_score_loss` is also available.

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