Fig. 2

Characterization variable screening process. (A) Lasso regression feature selection path diagram; (B) Lasso regression feature selection cross-validation diagram; (C) Boruta algorithm feature selection importance score; (D) Boruta algorithm feature importance feature ranking; (E) Lasso regression combined with Boruta algorithm to filter the feature variables; and (F) Correlation analysis between feature variables.