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
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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 |
DOI | 10.1016/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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