Adulteration, FT-NIR, Chromaticity, Ziziphi Spinosae Semen, Machine Learning Algorithm, Spectra Preprocessing, Wavelength Selection, Partial Least Squares Regression Model.
Near-infrared detection technique, modeling of cnn-lstm, classical prescription Zhuru Decoction
NIR;CNN-LSTM;Concentration process testing