Research on the wavelength intersection union fusion selection method for near-infrared spectroscopy analysis of apple sugar degree
Min Zeng,
Haowen Huang,
Zile Fang
et al.
Abstract:By using wavelength selection methods to eliminate irrelevant and redundant information from near-infrared spectroscopy data before modeling, the performance of the apple sugar degree prediction model can be improved. However, there are many shortcomings in commonly used single-wavelength selection methods. This paper combines the competitive reweighted sampling (CARS) algorithm, the successive projection algorithm (SPA), and the genetic algorithm (GA), which are three primary single-wavelength selection metho… Show more
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