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. Author manuscript; available in PMC: 2025 Jan 8.
Published before final editing as: J Affect Disord. 2024 Dec 17:S0165-0327(24)02041-X. doi: 10.1016/j.jad.2024.12.053

Figure 2.

Figure 2

Top 10 reliable features identified from the classification model involving all data domains except BMI. Features are listed if they were among the top 10 reliable features for at least one analysis. Top 10 reliable features are indicated by solid circles. All the features were standardized as z-scores. Feature importance was measured by calculating the median value of the model coefficients across all the cross-validation folds. AN, anorexia nervosa. BN, bulimia nervosa. HC, healthy controls. ADHD, Attention-deficit/hyperactivity disorder. GAD, Generalized anxiety disorder. OCD, Obsessive compulsive disorder. CGT, Cambridge gambling task. SWM, spatial working memory.