Table 12. Examples of representative candidates for each cluster, and corresponding validity group (Gr.), for BMI classification.
We include the cluster coverage for BCS (BCSclust-cov) as absolute values and percentages in parentheses. Some input values and exception messages were abbreviated for brevity. ‘DomErr’ refers to DomainError.
| ID | Gr. | Input 1 | Output 1 | Input 2 | Output 2 | BCSclust-cov |
|---|---|---|---|---|---|---|
| 1 | VV | (1,0) | Underweight | (1,1) | Severely obese | 19 (100%) |
| 2 | VV | (21,1) | Normal | (21,2) | Severely obese | 5 (100%) |
| 3 | VV | (26,1) | Underweight | (26,2) | Obese | 5 (100%) |
| 4 | VV | (29,1) | Underweight | (29,2) | Overweight | 3 (100%) |
| 5 | VV | (29,2) | Overweight | (29,3) | Severely obese | 2 (100%) |
| 6 | VV | (105,20) | Underweight | (105,21) | Normal | 115 (68%) |
| 7 | VV | (102,31) | Obese | (102,32) | Severely obese | 79 (82%) |
| 8 | VV | (100,22) | Normal | (100,23) | Overweight | 32 (36%) |
| 9 | VV | (51,6) | Overweight | (51,7) | Obese | 39 (41%) |
| 10 | VV | (102,26) | Obese | (103,26) | Overweight | 150 (37%) |
| 11 | VV | (110,28) | Overweight | (111,28) | Normal | 183 (44%) |
| 12 | VV | (1,002,3,012) | Severely obese | (1,003,3,012) | Obese | 2,766 (95%) |
| 13 | VV | (100,255,18,544,584) | Normal | (100,256,18,544,584) | Underweight | 3,012 (97%) |
| 14 | VE | (-1,0) | DomErr(...) | (0,0) | Severely obese | 7,457 (4%) |
| 15 | VE | (1,-1) | DomErr(...) | (1,0) | Underweight | 7,995 (4%) |