ML Anthology

MULAN: A Java Library for Multi-Label Learning

Grigorios Tsoumakas, Eleftherios Spyromitros-Xioufis, Jozef Vilcek, Ioannis Vlahavas
MLOSS 2011 pp. 2411-2414
/mloss/2011/tsoumakas2011jmlr-mulan/

Abstract

MULAN is a Java library for learning from multi-label data. It offers a variety of classification, ranking, thresholding and dimensionality reduction algorithms, as well as algorithms for learning from hierarchically structured labels. In addition, it contains an evaluation framework that calculates a rich variety of performance measures.

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Text

Tsoumakas et al. "MULAN: A Java Library for Multi-Label Learning." Machine Learning Open Source Software, 2011.

Markdown

[Tsoumakas et al. "MULAN: A Java Library for Multi-Label Learning." Machine Learning Open Source Software, 2011.](https://mlanthology.org/mloss/2011/tsoumakas2011jmlr-mulan/)

BibTeX

@article{tsoumakas2011jmlr-mulan,
  title     = {{MULAN: A Java Library for Multi-Label Learning}},
  author    = {Tsoumakas, Grigorios and Spyromitros-Xioufis, Eleftherios and Vilcek, Jozef and Vlahavas, Ioannis},
  journal   = {Machine Learning Open Source Software},
  year      = {2011},
  pages     = {2411-2414},
  volume    = {12},
  url       = {https://mlanthology.org/mloss/2011/tsoumakas2011jmlr-mulan/}
}