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Description: This package includes the MATLAB codes of a one-pass learning algorithm with incremental and decremental features, which solves the problem with simutaneous instance and feature evolving. A Readme file and an example file are included in the package.

Reference: Chenping Hou and Zhi-Hua Zhou. One-Pass Learning with Incremental and Decremental Features. IEEE Transactions on Pattern Analysis and Machine Intellengence, 2017.

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(v2012a).

ATTN2: This package was developed by Mr. Chenping Hou ( For any problem concerning the code, please feel free to contact Mr. Hou.

Download: code (121KB)
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