Table 3.
Disease probabilities per class for males and females.
| Males | Class 1 | Class 2 | Class 3 | Class 4 |
|---|---|---|---|---|
| Probability of membership | 268 (6.5%) | 90 (2.2%) | 376 (9.2%) | 3369 (82.1%) |
| Diabetes | 0.54 | 0.20 | 0.11 | <0.01 |
| Coronary Artery Disease | 0.20 | 0.19 | 0.16 | 0.04 |
| Osteoporosis | 0.05 | <0.01 | 0.16 | 0.01 |
| Back Pain | 0.11 | 0.20 | 0.88 | 0.08 |
| Neck Pain | 0.04 | 0.24 | 0.51 | 0.02 |
| Knee Pain | 0.16 | 0.29 | 0.81 | 0.08 |
| Colorectal Cancer | <0.01 | 0.02 | 0.01 | <0.01 |
| Cerebrovascular disease | 0.06 | 0.09 | 0.02 | <0.01 |
| Asthma | <0.01 | 0.55 | 0.06 | 0.01 |
| Wheezing | <0.01 | 0.73 | 0.09 | 0.03 |
| Females | Class 1 | Class 2 | Class 3 | Class 4 |
| Probability of membership | 223 (3.8%) | 1479 (25.0%) | 695 (11.7%) | 3529 (59.6%) |
| Conditional probability of a Yes response | ||||
| Diabetes Mellitus | 0.21 | 0.14 | 0.21 | 0.05 |
| Coronary Artery Disease | 0.27 | 0.10 | 0.19 | 0.03 |
| Osteoporosis | 0.36 | 0.25 | 0.49 | <0.01 |
| Back Pain | 0.39 | 0.38 | 0.99 | 0.08 |
| Neck Pain | 0.20 | 0.17 | 0.83 | 0.01 |
| Knee Pain | 0.54 | 0.59 | 0.96 | 0.01 |
| Breast Cancer | 0.03 | 0.02 | 0.03 | 0.01 |
| Colorectal Cancer | 0.02 | <0.01 | <0.01 | 0.01 |
| Cerebrovascular disease | 0.03 | 0.02 | 0.04 | 0.01 |
| Asthma | 0.58 | <0.01 | 0.05 | 0.01 |
| Wheezing | 0.56 | <0.01 | 0.11 | 0.02 |
Conditional probabilities >0.5 in bold to facilitate interpretation.