Description:
This package includes the MATLAB code of One-Pass AUC Optimization (OPAUC).
Reference:
[1] Wei Gao, Rong Jin, Shenghou Zhu and Zhi-Hua Zhou. One-Pass AUC Optimzation. In: Proceedings of the 30th International conference on Machine Learning (ICML'13), Atlanta, GA, 2013, JMLR: W&CP 28(3), pp.906-914.
[2] Wei Gao, Lu Wang, Rong Jin, Shenghou Zhu and Zhi-Hua Zhou. One-Pass AUC Optimzation. Artificial Intelligence. In press.
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
ATTN2:
This package was developed by Mr. Wei Gao (gaow@lamda.nju.edu.cn). For any problem concerning the code, please feel free to contact Mr. Gao.
Download:
code (5KB)