Prediction performance measures.

Prediction performance measures.</p

Sociodemographic characteristics for the study population, according to the number of chronic conditions.

Sociodemographic characteristics for the study population, according to the number of chronic conditions.</p

Prevalence and cooccurrence of chronic conditions.

a) Prevalence of chronic conditions (light gray + dark gray), occurring jointly with other conditions (light gray) and occurring without any condition (dark gray); b) Prevalence of y-axis comorbidities among participants who have x-axis conditions; common mental–common mental disorder.</p

S1 Appendix -

(PDF)</p

Performance of multilabel classifiers according to the number of features.

MTV- multivariate; RF-Random Forest; CC- Classifier Chain; SVM- Support Vector Machine; BR- Binary Relevance; DBR- Dependent Binary Relevance.</p

Average variable importance for the first top 15 features using multivariate random forest.

BP-Blood Pressure; BMI-Body Mass Index.</p