Explore Medicine using Compression and Partial Least Square Discriminate Analysis Method

被引：0
作者：
Wang, Zhuo [1 ]
Xu, Jianfeng [1 ]
Hu, Ran [1 ]
机构：
[1] Nanchang Univ, Sch Software, Nanchang 330047, Jiangxi, Peoples R China
来源：
ADVANCES IN MANUFACTURING TECHNOLOGY, PTS 1-4 | 2012年 / 220-223卷
关键词：
medicine; wavelet compression; partial least squares analysis; CLASSIFICATION; METABONOMICS;
D O I：
10.4028/www.scientific.net/AMM.220-223.2694
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The aim to explore the different medicine have different or similar effect, the paper put forward explore medicine using compression and partial least square discriminate analysis method. First of these to data preprocessing using wavelet compression,the second to classify and train the sample of medicine based on PLS-DA,the third to discriminate the medicine which unknown type. The result indicate that the different medicine have different or similar effect,the new medicine may classify based on effect using PLS-DA. The method was proved to be feasible and effective after tested with 8 kinds of medicine experimental data.
引用
收藏
页码：2694 / 2697
页数：4
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