An efficient variable selection method based on random frog for the multivariate calibration of NIR spectra

Variable selection is a critical step for spectrum modeling. In this study, a new method of variable interval selection based on random frog (RF), known as Interval Selection based on Random Frog (ISRF), is developed. In the ISRF algorithm, RF is used to search the most likely informative variables...

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Detalles Bibliográficos
Autores principales: Sun, Jingjing, Yang, Wude, Feng, Meichen, Liu, Qifang, Kubar, Muhammad Saleem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2020
Materias:
Chemistry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052783/
https://www.ncbi.nlm.nih.gov/pubmed/35498850
http://dx.doi.org/10.1039/d0ra00922a

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052783/
https://www.ncbi.nlm.nih.gov/pubmed/35498850
http://dx.doi.org/10.1039/d0ra00922a

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