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. 2026 Feb 18;26(4):1304. doi: 10.3390/s26041304
%w/w Weight-weight percentage
CAL Calibration set
CS Corn starch
CV Cross-validation
FTIR Fourier Transform infrared
GenAI Generative artificial intelligence
MIR Mid-infrared
MP Milk powder
MSC Multiplicative scatter correction
N Total samples
NIPALS Non-iterative partial least squares
NIR Near-infrared
PCA Principal component analysis
PLSR Partial-least squares regression
RAW Unprocessed spectral data
RER Range error ratio
RMSEP Root mean square error of prediction
RPD Ratio of prediction
RS Raman spectroscopy
RSEP Relative standard error of prediction
SERS Surface-enhanced Raman spectroscopy
SG1 Savitzky–Golay first derivative
SG2 Savitzky–Golay second derivative
SNV Standard normal variate
TEST External testing set
WF Wheat flour
X Predictor variables (Raman spectra)
Y Response variable (adulterant concentration)