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(A) Different tiers of selected features with PLS-DA and SVM random forest to binary classifiers on a scale of red to green showing their intensities to select a smaller subset of metabolites with the highest predictive accuracies. (B) S signatures of different metabolites identified through the classifiers for control and disease patients.
