Modification of the WaldBoost algorithm to improve the efficiency of solving pattern recognition problems in real-time

The implementation of the WaldBoost algorithm is considered, and its modification is proposed, which allows to significantly reduce the number of weak classifiers to achieve a given classification accuracy. The efficiency of the proposed algorithm is shown by specific examples. The paper studies mod...

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Bibliographic Details
Main Authors: A. N. Chesalin, S. Ya. Grodzenskiy, M. Yu. Nilov, A. N. Agafonov
Format: Article
Language:Russian
Published: MIREA - Russian Technological University 2019-10-01
Series:Российский технологический журнал
Subjects:
Online Access:https://www.rtj-mirea.ru/jour/article/view/169