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bayesian optimization 1feature selection 1near-infrared spectroscopy 1partial least squares regression 1wavelength selection 1

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stat.ML2026

Robust Wavelength Selection for Partial Least Squares Sugar Content Estimation Using Combinatorial Bayesian Optimization

Mitsunobu Kanebako, Ami S. Koshikawa, Masaru Hitomi +4

The paper proposes a combinatorial Bayesian optimization method for selecting wavelength regions in near‑infrared spectroscopy to improve sugar content prediction with partial leas…