Clustering on Iris (SSE, Violation Rate)
95.87SSEq-PCKMeans (IG)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| q-PCKMeans (IG)Constraint Type=Both-link2026.01 | 95.87 | 49.449 | 0 | — | |
| q-PCKMeans (IG)Constraint Type=Both, n=150, d=4, k=3, p=1, shots=20482026.01 | 95.87 | — | — | 0 | |
| q-PCKMeans (CA)Constraint Type=Cannot-link2026.01 | 103.21 | 33.6785 | 0 | — | |
| q-PCKMeans (CA)Constraint Type=CL, n=150, d=4, k=3, p=1, shots=20482026.01 | 103.21 | — | — | 0 | |
| q-PCKMeans (IG)Constraint Type=Must-link2026.01 | 104.85 | 59.1639 | 0.0133 | — | |
| q-PCKMeans (IG)Constraint Type=ML, n=150, d=4, k=3, p=1, shots=20482026.01 | 104.85 | — | — | 1 | |
| cop-kmeansConstraint Type=Both-link2026.01 | 108.93 | 1.3485 | 0 | — | |
| q-PCKMeans (CA)Constraint Type=Must-link2026.01 | 109.43 | 44.2633 | 0.14 | — | |
| q-PCKMeans (CA)Constraint Type=ML, n=150, d=4, k=3, p=1, shots=20482026.01 | 109.43 | — | — | 7 | |
| mpckmeansConstraint Type=Cannot-link2026.01 | 114.21 | 0.0587 | 0.0013 | — | |
| q-PCKMeans (CA)Constraint Type=Both-link2026.01 | 117.83 | 34.0471 | 0 | — | |
| q-PCKMeans (CA)Constraint Type=Both, n=150, d=4, k=3, p=1, shots=20482026.01 | 117.83 | — | — | 0 | |
| pckmeansConstraint Type=Cannot-link2026.01 | 118.6 | 0.0282 | 0.004 | — | |
| pckmeansConstraint Type=Both-link2026.01 | 120.47 | 0.0308 | 0.0054 | — | |
| cop-kmeansConstraint Type=Must-link2026.01 | 155.3 | 0.6251 | 0 | — | |
| pckmeansConstraint Type=Must-link2026.01 | 155.47 | 0.0208 | 0.0187 | — | |
| mpckmeansConstraint Type=Both-link2026.01 | 156.31 | 0.0863 | 0.0149 | — | |
| cop-kmeansConstraint Type=Cannot-link2026.01 | 157.75 | 0.0785 | 0 | — | |
| q-PCKMeans (IG)Constraint Type=Cannot-link2026.01 | 165.48 | 49.9614 | 0 | — | |
| q-PCKMeans (IG)Constraint Type=CL, n=150, d=4, k=3, p=1, shots=20482026.01 | 165.48 | — | — | 0 | |
| mpckmeansConstraint Type=Must-link2026.01 | 180.98 | 0.038 | 0.008 | — | |
| CP-QAOAConstraint Type=CL, n=150, d=4, k=3, p=1, shots=20482026.01 | 642.78 | — | — | 26 | |
| CP-QAOAConstraint Type=Both, n=150, d=4, k=3, p=1, shots=20482026.01 | 673.57 | — | — | 43 | |
| CP-QAOAConstraint Type=ML, n=150, d=4, k=3, p=1, shots=20482026.01 | 678.44 | — | — | 24 |