An advanced variable selection method based on information gain and Fisher criterion reselection iteration for multivariate calibration

Author:

Liu Hubin,Yuan Yuhui,Wang Ge,Xu Weijie,Zhao Longlian,Li JunhuiORCID

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference41 articles.

1. An overview of variable selection methods in multivariate analysis of near-infrared spectra;Yun;Trac. Trends Anal. Chem.,2019

2. Comparison of variable selection methods in partial least squares regression;Mehmood;J. Chemometr.,2020

3. PLS-regression: a basic tool of chemometrics;Wold;Chemometr. Intell. Lab. Syst.,2001

4. Know the farmer that feeds you: a cross-country analysis of spatial-relational proximities and the attractiveness of community supported agriculture;Gugerell;Agriculture-Basel,2021

5. Selecting the number of components in principal component analysis using cross-validation approximations;Josse;Comput. Stat. Data Anal.,2012

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