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In this paper, we studied skin roughness, so called skin Xerosis, with Raman Spectroscopy technique. The main goal of this study was to determine the features from the Raman spectral data associated with skin xerosis and finally detecting Xerosis from normal skin by using an optimal classification method. The Raman spectral dataset was constructed from two classes of spectral data, 70 spectra of normal...