.. image:: pyeco.png
    :height: 20
    :alt: Economie
    :target: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/td_2a_notions.html#pour-un-profil-plutot-economiste

.. image:: pystat.png
    :height: 20
    :alt: Statistique
    :target: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/td_2a_notions.html#pour-un-profil-plutot-data-scientist

.. index:: multilabel

Classification Multi-label
++++++++++++++++++++++++++

*à venir*

*Lectures*

* `A Ranking-based KNN Approach for Multi-Label Classification <http://www.jmlr.org/proceedings/papers/v25/chiang12/chiang12.pdf>`_
* `Classification by Selecting Plausible Formal Concepts in a Concept Lattice <http://ceur-ws.org/Vol-977/paper5.pdf>`_
* `Large-scale Multi-label Learning with Missing Labels <http://jmlr.org/proceedings/papers/v32/yu14.pdf>`_
* `Multiclass-Multilabel Classification with More Classes than Examples <http://www.jmlr.org/proceedings/papers/v9/dekel10a/dekel10a.pdf>`_
* `Classifier Chains for Multi-label Classification <https://www.cs.waikato.ac.nz/~eibe/pubs/chains.pdf>`_
* `An extensive experimental comparison of methods for multi-label learning <http://kt.ijs.si/DragiKocev/wikipage/lib/exe/fetch.php?media=2012pr_ml_comparison.pdf>`_
* `Hoeffding Trees with nmin adaptation <https://arxiv.org/abs/1808.01145>`_
* `Multi-label Classification <https://users.ics.aalto.fi/jesse/talks/Multilabel-Part02.pdf>`_

*Modules*

* `scikit-multilearn <http://scikit.ml/index.html>`_
* `scikit-multiflow <https://github.com/scikit-multiflow/scikit-multiflow>`_