TABLE 4.
Clustering statistics based on wavelet feature, k = 2, 4, and 8.
k | Category | Number | Obesity | Smoker | Hypertension | Diabetes |
2 | Group 1 | 257 | 18 | 64 | 54 | 28 |
Group 2 | 33 | 2 | 9 | 9 | 1 | |
4 | Group1 | 23 | 2 | 9 | 6 | 1 |
Group2 | 96 | 6 | 27 | 21 | 9 | |
Group3 | 15 | 1 | 8 | 3 | 1 | |
Group4 | 156 | 11 | 29 | 33 | 18 | |
8 | Group 1 | 18 | 0 | 7 | 6 | 0 |
Group 2 | 2 | 0 | 0 | 0 | 0 | |
Group 3 | 58 | 4 | 11 | 14 | 7 | |
Group 4 | 19 | 1 | 8 | 5 | 1 | |
Group 5 | 8 | 1 | 4 | 2 | 1 | |
Group 6 | 105 | 8 | 21 | 21 | 12 | |
Group 7 | 73 | 5 | 21 | 13 | 8 | |
Group 8 | 7 | 1 | 1 | 2 | 0 |