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Description: This package includes the MATLAB code of the POSS algorithm. It solves the subset selection problem by first reformulating it as a bi-objective optimization problem (optimizing the given criterion and reducing the subset size simultaneously) and then employing a bi-objective evolutionary algorithm. A Readme file and an example file are included in the package.

References: Chao Qian, Yang Yu, and Zhi-Hua Zhou. Subset Selection by Pareto Optimization. In: Advances in Neural Information Processing Systems 28 (NIPS'15), Montreal, Canada, 2015.

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. Chao Qian. For any problem concerning the code, please feel free to contact Mr. Qian.

Download: code (65KB)
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