MULAN: A Java Library for Multi-Label Learning

作者：Tsoumakas Grigorios^*; Spyromitros Xioufis Eleftherios; Vilcek Jozef; Vlahavas Ioannis

来源：Journal of Machine Learning Research, 2011, 12: 2411-2414.

• multi-label data
• classification
• ranking
• thresholding
• dimensionality reduction
• hierarchical classification
• evaluation

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.

• 出版日期2011-7