partial least squares discriminant analysis 局部最小二乘判别分析(partialleastsquaresdiscriminantanalysis,PLS-DA)是一种多元统计分析方法,主要用于分类分析和数据降维。PLS-DA是基于偏最小二乘回归(partial least squares regression, PLSR)的方法,通过提取样本中最相关的特征信息,实现对样本的分类分析。 PLS-DA的基本...
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网络偏最小二乘判别分析 网络释义 1. 偏最小二乘判别分析 他们通过顶空SPME富集样品并进样,对数据进行偏最小二乘判别分析(partial least squares-discriminant analysis),从44种 … blog.sina.com.cn|基于 1 个网页
Lloyd. Partial least squares discriminant analysis: taking the magic away. Journal of Chemometrics, 28(4):213-225, 2014. URL: http://dx.doi.org/10.1002/cem.2609.Brereton, Richard G., and Gavin R. Lloyd. "Partial least squares discriminant analysis: taking the magic away."Journal of ...
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1) partial least squares discriminant analysis(PLS-DA) 偏最小二乘法判别分析 2) ginsenoside 偏最小二乘法-判别分析 3) PLS 偏最小二乘 1. PLSestimation and application of the fixed effect of panel data model s parameters; 固定影响平行数据模型参数的偏最小二乘估计 ...
2) partial least squares discriminant analysis (PLS 正交偏最小二乘法辨别分析(O-PLS-DA)3) partial least squares-discriiminate analysis(PLS-DA) 偏最小二乘法-判别分析(PLS-DA) 1. japonicus,and using pattern recognitions,such as principal component analysis(PCA),partial least squares-discrii...
In the present study, boosting partial least-squares discriminant analysis (BPLS-DA), as a new pattern recognition technique, has been designed via combining boosting and partial least-squares discriminant analysis (PLS-DA). This technique, compared with principal component analysis, PLS-DA, and ...
Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach. P artial l east s quares d iscriminant a nalysis (PLS-DA) is a partial least squares regression of a set Y of binary variables describing the categories ... M Pérez-Enc...
Use of partial least squares discriminant analysis on visible-near infrared multispectral image data to examine germination ability and germ length in spinach seeds. J. Chemom. 2012, 26, 462-466.Shetty, N.; Olesen, M.H.R.; Gislum, R.; Deleuran, L.C.; Boelt, B. Use of partial least...