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Description: INSDIF is a package for learning multi-label classifiers through instance differentiation. The package includes the MATLAB code of the algorithm INSDIF, which is designed to deal with multi-label learning. It is in particular useful when a real-world object is associated with multiple labels simultaneously.


•M.-L. Zhang and Z.-H. Zhou. Multi-label learning by instance differentiation. In: Proceedings of the 22nd AAAI Conference on Artificial Intelligence (AAAI'07), Vancouver, Canada, 2007.

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 (

Requirement: The package was developed with MATLAB.

ATTN2: This package was developed by Mr. Min-Ling Zhang ( For any problem concerning the code, please feel free to contact Mr. Zhang.

Download: code (6Kb)
  Name Size
- InsDif.rar 5.16 KB

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