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(A) Feature importance of 12 metabolites in different machine learning models, and (B–E) machine learning models with different feature metabolites. The curves of predictive accuracy values increase as the number of feature metabolites grows in the (B) PLS model, (C) RF model, (D) GBM model, and (E) SVM model.
