Preprocessing-optimized TabPFN achieves top average rank in regression on 66 NIR datasets and remains competitive on outliers and extrapolation compared to PLS, Ridge, CatBoost, and CNN-1D.
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Tabular foundation models for robust calibration of near-infrared chemical sensing data
Preprocessing-optimized TabPFN achieves top average rank in regression on 66 NIR datasets and remains competitive on outliers and extrapolation compared to PLS, Ridge, CatBoost, and CNN-1D.