Table 4: Results of final cluster centroids -Canopy IM.

Attribute Full data 0 1 2
486 307 103 76
Fvc 3.6232 3.7007 3.2572 3.8064
fev1 2.6144 2.6721 2.3012 2.806
predicted_fev1 3.0304 3.1078 2.7858 3.0495
fev1_over_pred 0.8494 0.8578 0.7692 0.9242
cam_acupuncture 0.0453 0 0.1456 0.0921
cam_breathingexercises 0.177 0 0.534 0.4079
cam_chiropractic 0.0536 0.0002 0.1262 0.1711
cam_dieting 0.0825 0.0003 0.165 0.3026
cam_herbal 0.1008 0 0.3398 0.1842
cam_homeopathy 0.0329 0 0.0971 0.0789
cam_massage 0.0784 0 0.2241 0.1974
cam_naturopathy 0.0351 0.0001 0.0777 0.1184
cam_vitamins 0.0967 0 0.2816 0.2368
cam_other 0.1629 0.0917 0.2427 0.3421
cam_use N0 N0 Yes Yes
cam_types 0.7016 0 1.9903 1.7895
controller_medicine_use 1.0082 0.9609 1.7961 0.1316
resuse 92.4604 76.2336 170.9191 51.6757
age 52.2132 52.1347 54.594 49.3033