Clustering on Haberman
50,200SSEmpckmeans
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| mpckmeansConstraint Type=Both-link2026.01 | 50,200 | 0.6596 | 5.39 | |
| pckmeansConstraint Type=Cannot-link2026.01 | 50,400 | 0.0593 | 5.1 | |
| pckmeansConstraint Type=Both-link2026.01 | 50,400 | 0.04 | 6.05 | |
| pckmeansConstraint Type=Must-link2026.01 | 50,700 | 0.0425 | 7.25 | |
| q-PCKMeans (CA)Constraint Type=Cannot-link2026.01 | 51,100 | 48.3982 | 32.89 | |
| q-PCKMeans (CA)Constraint Type=Must-link2026.01 | 51,400 | 50.8746 | 29.39 | |
| mpckmeansConstraint Type=Must-link2026.01 | 51,500 | 0.0969 | 5.88 | |
| q-PCKMeans (CA)Constraint Type=Both-link2026.01 | 51,500 | 106.8068 | 25 | |
| mpckmeansConstraint Type=Cannot-link2026.01 | 51,800 | 0.1279 | 22.88 | |
| q-PCKMeans (IG)Constraint Type=Cannot-link2026.01 | 52,400 | 52.5752 | 0.88 | |
| q-PCKMeans (IG)Constraint Type=Must-link2026.01 | 52,500 | 58.1897 | 0.88 | |
| q-PCKMeans (IG)Constraint Type=Both-link2026.01 | 52,800 | 142.3847 | 8.99 |