Clustering on Spiral n=300, m=2, k=2
2,660SSEq-PCKMeans (CA)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| q-PCKMeans (CA)Constraint Type=Both-link2026.01 | 2,660 | 129.7194 | 24.44 | |
| mpckmeansConstraint Type=Cannot-link2026.01 | 2,820 | 0.1835 | 28.07 | |
| q-PCKMeans (CA)Constraint Type=Must-link2026.01 | 2,940 | 41.078 | 0 | |
| q-PCKMeans (IG)Constraint Type=Must-link2026.01 | 3,020 | 34.383 | 0 | |
| q-PCKMeans (CA)Constraint Type=Cannot-link2026.01 | 3,040 | 34.4628 | 0 | |
| q-PCKMeans (IG)Constraint Type=Cannot-link2026.01 | 3,080 | 36.794 | 0 | |
| q-PCKMeans (IG)Constraint Type=Both-link2026.01 | 3,270 | 94.7219 | 8.44 | |
| pckmeansConstraint Type=Both-link2026.01 | 3,540 | 0.0418 | 4.33 | |
| pckmeansConstraint Type=Cannot-link2026.01 | 3,600 | 0.0519 | 6 | |
| pckmeansConstraint Type=Must-link2026.01 | 3,670 | 0.0485 | 4.33 | |
| mpckmeansConstraint Type=Both-link2026.01 | 3,710 | 0.9405 | 4.67 | |
| mpckmeansConstraint Type=Must-link2026.01 | 3,730 | 0.1365 | 3.53 |