Clustering on Land mine (n=338, d=3, k=5)
26.96SSEq-PCKMeans (CA)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| q-PCKMeans (CA)Constraint Type=Cannot-link2026.01 | 26.96 | 121.148 | 0 | |
| q-PCKMeans (IG)Constraint Type=Cannot-link2026.01 | 27.48 | 183.9324 | 0 | |
| pckmeansConstraint Type=Cannot-link2026.01 | 32.12 | 0.331 | 0 | |
| mpckmeansConstraint Type=Cannot-link2026.01 | 32.29 | 0.4613 | 0.0485 | |
| cop-kmeansConstraint Type=Cannot-link2026.01 | 32.77 | 0.2102 | 0 | |
| q-PCKMeans (CA)Constraint Type=Must-link2026.01 | 36.64 | 415.2133 | 0.4405 | |
| q-PCKMeans (CA)Constraint Type=Both-link2026.01 | 43.69 | 130.9266 | 0 | |
| pckmeansConstraint Type=Both-link2026.01 | 46.36 | 0.0869 | 0.0387 | |
| q-PCKMeans (IG)Constraint Type=Both-link2026.01 | 50.79 | 350.3663 | 0.0536 | |
| q-PCKMeans (IG)Constraint Type=Must-link2026.01 | 51.11 | 329.8362 | 0.1071 | |
| mpckmeansConstraint Type=Both-link2026.01 | 57.67 | 0.1868 | 0.0143 | |
| pckmeansConstraint Type=Must-link2026.01 | 58.78 | 0.1316 | 0.0888 | |
| mpckmeansConstraint Type=Must-link2026.01 | 63.43 | 0.1907 | 0.0521 |