2020-4-10 · (4) Selecting the major oxides of SiO 2, TiO 2,A1 2O 3,Fe 2O 3, FeO, MnO, MgO, CaO, Na 2 O, K 2O and P 2O 5, etc. Take the large contribution for classification as the main categorical variables for quantitative classification and serial modeling, and to dig the implicit correlation among data. 3.