Modification of the WaldBoost algorithm to improve the efficiency of solving problems of technical diagnostics of electrical systems

Abstract

In this paper we study the modifications of the adaptive boosting algorithm to solve a wide class of technical diagnostic problems of electrical systems. 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.