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	Breeding value estimate based on support vector machine
	Hong, Shibao ; Hu, Yaguang ; Wan, Shanhong ; Zhang, Defu ; Zhang DF(张德富)
	2012
关键词	Artificial intelligence Bioinformatics Feature extraction Statistical methods Support vector machines
英文摘要	Conference Name:2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012. Conference Address: Hangzhou, China. Time:October 28, 2012 - October 29, 2012.; Breeding value is the sum of additive effects of all the genes, which has important effect on breeding. Statistical methods are often used traditionally to estimate breeding value. This paper uses support vector regression machine to estimate breeding value, and two feature-selection methods are developed to preprocess the data. The proposed algorithm is compared with statistical methods in other literatures, its performance is verified. 漏 2012 IEEE.
语种	英语
出处	http://dx.doi.org/10.1109/ISCID.2012.180
出版者	IEEE
内容类型	其他
源URL	[http://dspace.xmu.edu.cn/handle/2288/86805]
专题	信息技术－会议论文
推荐引用方式 GB/T 7714	Hong, Shibao,Hu, Yaguang,Wan, Shanhong,et al. Breeding value estimate based on support vector machine. 2012-01-01.

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