Using dual evolutionary search to construct decision tree based ensemble classifier

Abstract A typical ensemble learning process typically uses a forward integration mechanism to construct the ensemble classifier with a large number of base classifiers. Based on this mechanism, it is difficult to adjust the diversity among base classifiers and optimize the structure inside ensemble...

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Bibliographic Details

Published in:	Complex & Intelligent Systems
Main Authors:	Hao Chen, Guoxin Zhang, Xiaoying Pan, Rong Jia
Format:	Article
Language:	English
Published:	Springer 2022-09-01
Subjects:	Evolutionary ensemble learning Dual evolutionary mechanism Automated machine learning Multi-objective optimization
Online Access:	https://doi.org/10.1007/s40747-022-00855-x