A Weighted Ensemble Learning Algorithm Based on Diversity Using A Novel Particle Swarm Optimization Approach

In ensemble learning, accuracy and diversity are the main factors affecting its performance. In previous studies, diversity was regarded only as a regularization term, which does not sufficiently indicate that diversity should implicitly be treated as an accuracy factor. In this study, a two-stage w...

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Bibliographic Details
Main Authors: Gui-Rong You, Yeou-Ren Shiue, Wei-Chang Yeh, Xi-Li Chen, Chih-Ming Chen
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/13/10/255