Hierarchical Partitioning of the Output Space in Multi-label Data - code.
This package implements in Java the Hierarchy Of Multi-label ClassifiERs (HOMER) algorithm. You can run the code by invoking Example -trainingFile trainFile -testFile testFile (-threads t) or HomerExample -trainingFile trainFile -testFile testFile (-threads t) (BR-SVMs are used as baseline classifiers in both cases). In case you would like to cite the methods or this code, use:
@article{papanikolaou2016hierarchical, title={Hierarchical Partitioning of the Output Space in Multi-label Data}, author={Papanikolaou, Yannis and Katakis, Ioannis and Tsoumakas, Grigorios}, journal={arXiv preprint arXiv:1612.06083}, year={2016} }
For any question, please contact Yannis Papanikolaou at [email protected]