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LDM

Description: LDM is a package which tries to achieve strong generalization performance by optimizing the margin distribution. The package includes the MATLAB code of the algorithm LDM and two example data sets.

References: T. Zhang and Z.-H. Zhou. Large margin distribution machine. In: Proceedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'14), New York, NY, 2014.

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 (401KB)

An updated code package can be found at http://lamda.nju.edu.cn/code_ODM.ashx.
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