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(A) The principal component (PC) analysis plot of all metabolites shows that most of the variance was explained by other factors than group. (B) The volcano plot indicates that the group differences were less than 2-fold for all metabolites. (C) The partial least squares-discriminant analysis plot and (D) receiver operand characteristics curve for random forest show that the classification task reached moderate accuracy.
