The analysis of the agreement between predicted and observed classification of patients within each class is shown in Table III. The agreement was good only for the PR/CRS and asthma/CC− classes and was very poor for all other classes. Actually, most patients with UNEX, patients with GERD, and asthma/CC+ patients were reclassified into the PR/CRS class.