Minimal disease activity (MDA) in patients with recent-onset psoriatic arthritis: predictive model based on machine learning

Table 3 Variables in the predictions of the random forest for MDA according to the SHAP method

Variable	Importance according to SHAP^a
Global pain	0.069
PsAID	0.064
Patient global assessment of disease	0.047
HAQ	0.044
Articular pattern at diagnosis	0.029
Physician global assessment of disease	0.023
Tender joint count	0.014
Sex	0.009
Weekly alcohol consumption	0.009

ISSN: 1478-6362