Can I read 2022 Bai Scientific Reports NIR and Mach Learn For Instant Tea on EtoBox?

2022 Bai Scientific Reports NIR and Mach Learn For Instant Tea by scribd.serve117 is a document available to read on EtoBox.

What is 2022 Bai Scientific Reports NIR and Mach Learn For Instant Tea about?

This study presents a rapid method for determining quality-related parameters in instant tea using near-infrared (NIR) spectroscopy combined with machine learning techniques. The optimized models, particularly those using binary particle swarm optimization (BPSO) with support vector regression (SVR) and partial least squares (PLS), demonstrated high prediction accuracy for components such as moisture, caffeine, tea polyphenols, and tea polysaccharides. The findings suggest that this approach can enhance the

Author

scribd.serve117

Language

EN