TPE-RBF-SVM Model for Soybean Categories Recognition in Selected Hyperspectral Bands Based on Extreme Gradient Boosting Feature Importance Values

Soybeans with insignificant differences in appearance have large differences in their internal physical and chemical components; therefore, follow-up storage, transportation and processing require targeted differential treatment. A fast and effective machine learning method based on hyperspectral da...

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Autors principals:	Qinghe Zhao, Zifang Zhang, Yuchen Huang, Junlong Fang
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2022-09-01
Col·lecció:	Agriculture
Matèries:	hyperspectral technology non-destructive testing soybean machine learning support vector machine extreme gradient boosting
Accés en línia:	https://www.mdpi.com/2077-0472/12/9/1452
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