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mcODM

Description: mcODM is a package which tries to achieve strong generalization performance by optimizing the margin distribution for multi-class learning. The package includes the C++ source code and the MATLAB interface of the algorithm mcODM and a demo with some example data sets.

Reference: T. Zhang and Z.-H. Zhou. Multi-Class Optimal Margin Distribution Machine. In: Proceedings of the 34th International Conference on Machine Learning (ICML'17), Sydney, Australia, 2017.

ATTN: This package is free for academic usage. You can run it at your own risk. For other purposes, please contact Prof. Zhi-Hua Zhou (zhouzh@nju.edu.cn).

Requirement: The package was developed with MATLAB 2012.

ATTN2: This package was developed by Mr. Teng Zhang (zhangt@lamda.nju.edu.cn). For any problem concerning the code, please feel free to contact Mr. Zhang.

Download: [code] (75KB)
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