MULAN: A Java Library for Multi-Label Learning

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.

[1]  Grigorios Tsoumakas,et al.  Obtaining Bipartitions from Score Vectors for Multi-Label Classification , 2010, 2010 22nd IEEE International Conference on Tools with Artificial Intelligence.

[2]  Carl E. Rasmussen,et al.  The Need for Open Source Software in Machine Learning , 2007, J. Mach. Learn. Res..

[3]  Lior Rokach,et al.  Data Mining And Knowledge Discovery Handbook , 2005 .

[4]  Ian Witten,et al.  Data Mining , 2000 .

[5]  Grigorios Tsoumakas,et al.  Mining Multi-label Data , 2010, Data Mining and Knowledge Discovery Handbook.