Visible-NIR spectral characteristics and grade inversion model of skarn-type iron ore

•Pretreatment combined algorithms combining multiple mathematical transformations and dimensionality reduction algorithms to comprehensively process raw spectral data.•The advantage of this method is high accuracy“.•A method for selecting the optimal Pretreatment combined algorithm is proposed and can accurately predict the accuracy of skarn-type iron ore.