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[MRG] Documentation improvement multilabel / multioutput-multiclass / multi-target multiclass #2269

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arjoly
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@arjoly arjoly commented Jul 27, 2013

This pr continue and finishes #2207 and is related to #1781.

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arjoly commented Jul 27, 2013

Ready for reviews.

Ping @GaelVaroquaux, @glouppe, @amueller.

Yannick Schwartz and others added 2 commits July 27, 2013 12:55
Added examples to multiclass/label definitions

Reformulation of multilabel classification definition; updated list of multiclass algorithms

Added pointers for label binarizer helpers

Changed n_labels to n_classes

.. warning::

- The sequence of sequences format will disappear in a near future.
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  • the near future? On the other hand, shouldn't this be decided and reported less vaguely?

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I say that it will be remove in two releases (0.16)?

@ogrisel
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ogrisel commented Jul 27, 2013

Apart from my comments +1 for merge.

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arjoly commented Jul 27, 2013

Ready for a second round of review.

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arjoly commented Jul 27, 2013

bump !

- **Multioutput-multiclass classification** and **multi-task classification**
means that an estimators have to handle
jointly several classification tasks. This is a generalisation
over the multi-label classification task, where the set of classification
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I'd say "this is a generalisation of the multi-label classification".

@NelleV
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NelleV commented Jul 27, 2013

This is a really nice clarification. Thanks!

array.

In the sequence of sequences format, each set of labels is represented as
as sequences of integer, e.g. ``[0]``, ``[1, 2]``. An empty set of labels is then
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"as a" instead of "as as"

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NelleV commented Jul 27, 2013

Apart from my comments, I'm 👍

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arjoly commented Jul 27, 2013

A last round of review? maybe @GaelVaroquaux ?

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merging!

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Merged. Thank you

@arjoly arjoly deleted the multilabel-doc branch July 28, 2013 13:06
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5 participants