Fig. 3
Top ten features identified in the Decision Tree model for predicting Prolonged Clinical and Endoscopic Remission. In this classifier model for predicting prolonged clinical and endoscopic remission, the most important features were associated with a severe phenotype, including a history of surgical failure, use of anti-TNFa medication, and relapse within the past years. Other significant predictors included sex, creatinine levels, and the genetic variant rs921720.
