A Novel Variable Selection Method Based on Binning-Normalized Mutual Information for Multivariate Calibration

Variable (wavelength) selection is essential in the multivariate analysis of near-infrared spectra to improve model performance and provide a more straightforward interpretation. This paper proposed a new variable selection method named binning-normalized mutual information (B-NMI) based on informat...

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Detalles Bibliográficos
Autores principales: Zhong, Liang, Huang, Ruiqi, Gao, Lele, Yue, Jianan, Zhao, Bing, Nie, Lei, Li, Lian, Wu, Aoli, Zhang, Kefan, Meng, Zhaoqing, Cao, Guiyun, Zhang, Hui, Zang, Hengchang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419756/
https://www.ncbi.nlm.nih.gov/pubmed/37570642
http://dx.doi.org/10.3390/molecules28155672

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419756/
https://www.ncbi.nlm.nih.gov/pubmed/37570642
http://dx.doi.org/10.3390/molecules28155672

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