Construction Methods for Error Correcting Output Codes Using Constructive Coding and Their System Evaluations
Published in 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) • Oct 9, 2022
NobleIDNI5P25W91R05S30
Authors:,,
Shigeichi Hirasawa
Gendo Kumoi
Hideki Yagi
Abstract
Consider M-valued (M$\geq$3) classification systems realized by combination of N(N$\geq\lceil\log_{2}$M$\rceil$) binary classifiers. Such a construction method is called an Error Correcting Output Code (ECOC). First, focusing on a Reed-Muller (RM) code, we derive a modified RM (mRM) code to make it ...
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