Classification tools in chemistry. Part 1: linear models. PLS-DA
2013
Ballabio, Davide | Consonni, Viviana
The common steps to calibrate and validate classification models based on partial least squares discriminant analysis are discussed in the present tutorial. All issues to be evaluated during model training and validation are introduced and explained using a chemical dataset, composed of toxic and non-toxic sediment samples. The analysis was carried out with MATLAB routines, which are available in the ESI of this tutorial, together with the dataset and a detailed list of all MATLAB instructions used for the analysis.
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书目信息
Analytical methods
卷
5
期
16
页码
3790
- 3798
ISSN
1759-9679
出版者
The Royal Society of Chemistry
其它主题
Sediments; Least squares
语言
英语
类型
Journal Article; Text
2024-02-28
MODS