Clustering on Moons n=300, m=2, k=2
142.46SSEmpckmeans
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| mpckmeansConstraint Type=Cannot-link2026.01 | 142.46 | 0.144 | 10.27 | |
| q-PCKMeans (CA)Constraint Type=Must-link2026.01 | 148.49 | 34.8021 | 0 | |
| q-PCKMeans (CA)Constraint Type=Cannot-link2026.01 | 152.36 | 30.7984 | 0 | |
| q-PCKMeans (CA)Constraint Type=Both-link2026.01 | 152.69 | 54.8566 | 8 | |
| q-PCKMeans (IG)Constraint Type=Must-link2026.01 | 153.95 | 32.5103 | 0 | |
| q-PCKMeans (IG)Constraint Type=Cannot-link2026.01 | 154 | 32.9176 | 0 | |
| q-PCKMeans (IG)Constraint Type=Both-link2026.01 | 174.06 | 49.4564 | 0 | |
| pckmeansConstraint Type=Cannot-link2026.01 | 178.04 | 0.0667 | 4.27 | |
| pckmeansConstraint Type=Must-link2026.01 | 180.76 | 0.0353 | 3.4 | |
| pckmeansConstraint Type=Both-link2026.01 | 189.02 | 0.0484 | 4.33 | |
| mpckmeansConstraint Type=Must-link2026.01 | 198.77 | 0.0892 | 1.47 | |
| mpckmeansConstraint Type=Both-link2026.01 | 213.69 | 1.3652 | 3 |