Table 6 Distribution of the differences \(|k_{true}-k_{opt}|\) across all measures values, separately for real and artificial data.
Measure | Real data | Artificial data | ||||
|---|---|---|---|---|---|---|
\(|k_{true}- k_{opt}|\) | \(|k_{true}- k_{opt}|\) | |||||
0 | 1 | 2 | 0 | 1 | 2 | |
(%) | (%) | (%) | (%) | (%) | (%) | |
AMI | 25.00 | 8.33 | 66.67 | 25.00 | 16.67 | 58.33 |
ARS | 25.00 | 16.67 | 58.33 | 58.33 | 8.33 | 33.33 |
h | 16.67 | 25.00 | 58.33 | 16.67 | 0.00 | 83.33 |
c | 8.33 | 8.33 | 83.33 | 33.33 | 33.33 | 33.33 |
NMI | 8.33 | 8.33 | 66.67 | 41.67 | 0.00 | 58.33 |
FMS | 50.00 | 25.00 | 25.00 | 58.33 | 8.33 | 33.33 |
CHC | 41.67 | 16.67 | 41.67 | 25.00 | 16.67 | 58.33 |
DBI | 25.00 | 41.67 | 33.33 | 33.33 | 41.67 | 25.00 |
\(S_{score}\) | 25.00 | 33.33 | 41.67 | 41.67 | 25.00 | 33.33 |
