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Automatic feature subset selection for decision tree-based ensemble methods in the prediction of bioactivity
Cao, Dong-Sheng; Xu, Qing-Song; Liang, Yi-Zeng*; Chen, Xian; Li, Hong-Dong
刊名Chemometrics and Intelligent Laboratory Systems
2010
卷号103期号:2页码:129-136
关键词Feature selection Bagging Boosting Random Forest (RF) Classification and Regression Tree (CART) Ensemble learning
ISSN号0169-7439
DOI10.1016/j.chemolab.2010.06.008
URL标识查看原文
WOS记录号WOS:000281939800007
内容类型期刊论文
URI标识http://www.corc.org.cn/handle/1471x/3319653
专题中南大学
作者单位1.[Cao, Dong-Sheng
2.Liang, Yi-Zeng
3.Chen, Xian
4.Li, Hong-Dong] Cent S Univ, Res Ctr Modernizat Tradit Chinese Med, Changsha 410083, Peoples R China.
推荐引用方式
GB/T 7714
Cao, Dong-Sheng,Xu, Qing-Song,Liang, Yi-Zeng*,et al. Automatic feature subset selection for decision tree-based ensemble methods in the prediction of bioactivity[J]. Chemometrics and Intelligent Laboratory Systems,2010,103(2):129-136.
APA Cao, Dong-Sheng,Xu, Qing-Song,Liang, Yi-Zeng*,Chen, Xian,&Li, Hong-Dong.(2010).Automatic feature subset selection for decision tree-based ensemble methods in the prediction of bioactivity.Chemometrics and Intelligent Laboratory Systems,103(2),129-136.
MLA Cao, Dong-Sheng,et al."Automatic feature subset selection for decision tree-based ensemble methods in the prediction of bioactivity".Chemometrics and Intelligent Laboratory Systems 103.2(2010):129-136.
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