Fig. 1

Multicollinearity: (A) The relationship between the feature indicators in the training set through Spearman correlation analysis, with a strong correlation between variables greater than 0.7. B Hierarchical cluster analysis of [1 - abs(spearman_cor)] as a distance metric, and a strong correlation between variables greater than 0.3