Description: ODM is a package which tries to achieve strong generalization performance by optimizing the margin distribution. The package includes the C++ source code and the MATLAB interface of the algorithm ODM and a demo with two example data sets.
Reference: T. Zhang and Z.-H. Zhou. Optimal margin distribution machine. https://arxiv.org/abs/1604.03348.
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 (393KB)
GitHub Link:
https://github.com/Avanti1980/libodm