Rapid Qualitative Analysis of Cashmere and Wool Mixed Content Based on Improved XGBoost and SPA Using NIR Spectroscopy

In the textile industry, the deviation between the actual content of cashmere fibers and the standard content has a significant impact on product pricing. Conventional testing methods are plagued by long cycles and complex procedures. Therefore, how to quickly and accurately measure the blending rat...

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Bibliographic Details

Published in:	Journal of Natural Fibers
Main Authors:	Xin Chen, Fang Wang, Yaolin Zhu, Jinni Chen
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2025-12-01
Subjects:	Near infrared successive projection algorithm wavelength selection quantitative analysis improved extreme gradient boosting cashmere
Online Access:	https://www.tandfonline.com/doi/10.1080/15440478.2025.2532146