Clustering on Moons 2 (n=400, m=2, k=2)
356.25SSEq-PCKMeans (CA)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| q-PCKMeans (CA)Constraint Type=Both-link2026.01 | 356.25 | 66.6683 | 10.17 | |
| q-PCKMeans (CA)Constraint Type=Must-link2026.01 | 368.07 | 46.2129 | 0 | |
| q-PCKMeans (CA)Constraint Type=Cannot-link2026.01 | 373.35 | 37.3382 | 0 | |
| q-PCKMeans (IG)Constraint Type=Cannot-link2026.01 | 381.59 | 33.1576 | 0 | |
| q-PCKMeans (IG)Constraint Type=Must-link2026.01 | 381.98 | 31.0663 | 0 | |
| q-PCKMeans (IG)Constraint Type=Both-link2026.01 | 401.28 | 42.2272 | 0.5 | |
| pckmeansConstraint Type=Must-link2026.01 | 434.85 | 0.116 | 2.55 | |
| pckmeansConstraint Type=Both-link2026.01 | 438.67 | 0.166 | 2.25 | |
| pckmeansConstraint Type=Cannot-link2026.01 | 453.81 | 0.0976 | 3.6 | |
| mpckmeansConstraint Type=Cannot-link2026.01 | 474.23 | 0.2361 | 12.1 | |
| mpckmeansConstraint Type=Both-link2026.01 | 490.45 | 2.6968 | 1.75 | |
| mpckmeansConstraint Type=Must-link2026.01 | 525.55 | 0.1571 | 2.65 |