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• W2009549197 abstract "In hyperspectral analysis, PLS-discriminant analysis (PLS-DA) is being increasingly used in conjunction with pure spectra where it is often referred to as PLS-Classification (PLS-Class). PLS-Class has been presented as a novel approach making it possible to obtain qualitative information about the distribution of the compounds in each pixel using little a priori knowledge about the image (only the pure spectrum of each compound is needed). In this short note it is shown that the PLS-Class model is the same as a straightforward classical least squares (CLS) model and it is highlighted that it is more appropriate to view this approach as CLS rather than PLS-DA. A real example illustrates the results of applying both PLS-Class and CLS." @default.
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• W2009549197 date "2009-05-01" @default.
• W2009549197 modified "2023-10-07" @default.
• W2009549197 title "A comparison of a common approach to partial least squares-discriminant analysis and classical least squares in hyperspectral imaging" @default.
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• W2009549197 doi "https://doi.org/10.1016/j.ijpharm.2009.02.014" @default.
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