Barker M, Rayens W: Partial least squares for discrimination. J Chemometrics 2003; 17: 166―173.Barker M, Rayens W. Partial least squares for discrimina- tion. J Chemom 2003;17:166-73.M. Barker and W. Rayens. Partial least squares for discrimination. Journal of Chemometrics, 17(3):...
partial least squares discrimination analysis 偏最小二乘判别分析(Partial Least Squares Discrimination Analysis,PLS-DA)是一种有监督的统计学习方法,常用于分类问题。它结合了偏最小二乘法(Partial Least Squares,PLS)和判别分析的思想,旨在找到一组变量,使不同类别之间的差异最大化。 PLS-DA 的主要步骤包括: 1...
Partial least squares for discrimination in fMRI data Multivariate methods for discrimination were used in the comparison of brain activation patterns between groups of cognitively normal women who are at eith... Anders,H.,Andersen,... - 《Magnetic Resonance Imaging》 被引量: 34发表: 2012年 Parti...
[translate] adimensionality of the Gabor feature vector and to further enhance its discriminatory power. For optimal[translate] apartial-least-squares discrimination (GKPLSD), is performed in two consecutive steps. In the first[translate]
Extensive research has demonstrated that near infrared spectroscopy(NIR)and partial least squares discriminant analysis(PLS-DA)can be used to rapidly discr... Y Zhong,HQ Ren,ZH Jiang - 《Spectroscopy & Spectral Analysis》 被引量: 45发表: 2008年 Discrimination of wood biological decay by NIR and...
boosting partial least-squares discriminant analysisnear infrared spectroscopytea variety discriminationIn 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 ...
Partial least squares linear discriminant function (PLSD) is a new discriminant function proposed by Kim and Tanaka (1995a). PLSD uses the idea of partial least squares (PLS) method, which was originally developed in multiple regression analysis, in discriminant analysis. In this paper, two typ...
1) discriminant partial least squares 判别式部分最小二乘 2) discrimination 判别 1. Discrimination and Control of Expanded Clay Along Ning-Huai Express Way; 宁淮高速公路沿线膨胀土的判别及防治 2. A method for visibilitydiscriminationin the intersection problems; ...
Two approaches to discrimination are considered: the hard and the soft way of allocation. Correspondingly, 2 versions of PLS‐DA are presented: the conventional hard PLS‐DA, and the newly introduced soft PLS‐DA that seems to be a novel approach in chemometrics. The quality of classification ...
The PLS-DA prediction resulted in an independent test set not only providing discrimination of seed size but also demonstrating how germination ability and germ length vary according to seed size. The result indicated that larger seeds had both a significantly higher germination potential and germ ...