ANALYSIS DEVICE, ANALYSIS METHOD, PROGRAM FOR ANALYSIS DEVICE, LEARNING DEVICE FOR ANALYSIS, LEARNING METHOD FOR ANALYSIS, AND PROGRAM FOR LEARNING DEVICE FOR ANALYSIS

摘要

Provided is an analysis device for analyzing a measurement sample on the basis of spectral data obtained from the measurement sample. The analysis device comprises: a correlation data storage unit for storing correlation data indicating the correlation between spectral data regarding reference samples for which a total analysis value of a predetermined plurality of components is already known and the total analysis values of the reference samples; and a calculation main unit that applies the correlation data to spectral data regarding a measurement sample, and calculates the total analysis value of a predetermined plurality of components included in the measurement sample. The reference samples include a first reference sample including the predetermined plurality of components, and a second reference sample composed of one or more of the components included in the first reference sample. The correlation data indicates a machine learning model calculated using teacher data, namely, first reference sample data including the spectral data regarding the first reference sample and the total analysis value of the predetermined plurality of components included in the first reference sample, and second reference sample data including the spectral data regarding the second reference sample and the total analysis value of the predetermined plurality of components included in the second reference sample.