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An ensemble variable selection method for vibrational spectroscopic data analysis

Wavelength selection is a critical factor for pattern recognition of vibrational spectroscopic data. Not only does it alleviate the effect of dimensionality on an algorithm's generalization performance, but it also enhances the understanding and interpretability of multivariate classification m...

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Detalles Bibliográficos
Autores principales: Zhang, Jixiong, Yan, Hong, Xiong, Yanmei, Li, Qianqian, Min, Shungeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9087301/
https://www.ncbi.nlm.nih.gov/pubmed/35548689
http://dx.doi.org/10.1039/c8ra08754g