Fig. 1
From: Metabolomic biosignature differentiates melancholic depressive patients from healthy controls
Metabolites classify Melancholic Depression from Healthy Controls with greater accuracy MDD as a whole or Anxious Depression. a Classifiers for 90 MDD, 58 Anxious Depressed, and 21 Melancholic Depressed subjects were trained against 97 HC subjects (96 for the Anxious Depression classification, as described in the Methods). b The table includes results using kNN imputation, Random Forest classification using individual metabolites as features, and the feature selection method which resulted in highest accuracy (Fisher, Gini, T-test or Stability) for each comparison