An approach of Bagging ensemble based on feature set and application for traffic classification

Bagging is a classic ensemble approach,whose effectiveness depends on the diversity of component base classifiers.In order to gain the largest diversity,employing genetic algorithms to get independent feature subset for each base classifier was proposed.Meanwhile,for better generalization,the optima...

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Bibliographic Details
Main Authors: Yaguan QIAN, Xiaohui GUAN, Shuhui WU, Bensheng YUN, Dongxiao REN
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2018-04-01
Series:Dianxin kexue
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Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018094/
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