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...

詳細記述

書誌詳細
出版年:Dianxin kexue
主要な著者: Yaguan QIAN, Xiaohui GUAN, Shuhui WU, Bensheng YUN, Dongxiao REN
フォーマット: 論文
言語:中国語
出版事項: Beijing Xintong Media Co., Ltd 2018-04-01
主題:
オンライン・アクセス:http://www.telecomsci.com/thesisDetails#10.11959/j.issn.1000-0801.2018094