Table 3 Association rules calculated from the 2 NCD clusters.
Cluster | Antecedent | Consequent | Support | Confidence | Lift |
|---|---|---|---|---|---|
Cluster 1 | Hyperlipidemia | Ischemic heart disease | 0.021 | 0.438 | 2.682 |
Diabetes, ischemic heart disease | Hypertension | 0.026 | 0.695 | 2.617 | |
Hyperlipidemia | Hypertension | 0.033 | 0.676 | 2.548 | |
Diabetes, cerebrovascular diseases | Hypertension | 0.021 | 0.654 | 2.463 | |
Diabetes, hypertension | Ischemic heart disease | 0.026 | 0.395 | 2.418 | |
Ischemic heart disease | Hypertension | 0.090 | 0.549 | 2.069 | |
Hypertension | Ischemic heart disease | 0.090 | 0.338 | 2.069 | |
Diabetes, hypertension | Cerebrovascular diseases | 0.021 | 0.309 | 1.950 | |
Cerebrovascular diseases | Hypertension | 0.078 | 0.490 | 1.845 | |
Diabetes | Hypertension | 0.067 | 0.465 | 1.752 | |
Cluster 2 | Cancer | Liver disease | 0.008 | 0.103 | 2.703 |
Liver disease | Cancer | 0.008 | 0.204 | 2.703 | |
Peptic ulcer disease | Arthritis | 0.007 | 0.273 | 2.274 | |
Arthritis | Peptic ulcer disease | 0.007 | 0.058 | 2.274 | |
Liver disease | Arthritis | 0.007 | 0.191 | 1.593 | |
Arthritis | Liver disease | 0.007 | 0.061 | 1.593 | |
Arthritis | COPD | 0.005 | 0.043 | 1.076 | |
COPD | Arthritis | 0.005 | 0.129 | 1.076 | |
Arthritis | Cancer | 0.008 | 0.070 | 0.927 | |
Cancer | Arthritis | 0.008 | 0.111 | 0.927 |
