Table 5.
Comparison of SPRINT data clustering results among the competing methods
| K | κ | ARI | Time(sec) | |
|---|---|---|---|---|
| clusterMLD | 2 | 0.647 | 0.419 | 147.17 |
| PAM (B-splines) | 1 | 0.000 | 0.000 | 66046.21 |
| KmL | 2 | 0.202 | 0.366 | 3377.42 |
| GM (B-splines) | 10 | 0.093 | 0.102 | 191.62 |
| longclust | 15 | 0.047 | 0.073 | 19405.75 |
| funHDDC | 10 | −0.025 | 0.056 | 3759.14 |
| curvclust | 14 | 0.000 | 0.216 | 3633.78 |