Fair Clustering on SYNTHETIC-A
0.509CostLloyd*
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Lloyd*k=5, λ=0.00, Target=1.002026.05 | 0.509 | — | 1.7 | |
| MIQCPk=5, λ=0.00, Target=1.002026.05 | 0.721 | 0 | 467.93 | |
| SetVarsk=5, λ=0.00, Target=1.002026.05 | 0.721 | 0.72 | — | |
| MPFCk=5, λ=0.00, Target=1.002026.05 | 0.721 | — | 4.37 | |
| Lloyd*k=4, λ=0.00, Target=1.002026.05 | 0.753 | — | 1.69 | |
| MS-FlowFCk=5, λ=0.00, Target=1.002026.05 | 0.809 | — | 0.97 | |
| MIQCPk=4, λ=0.00, Target=1.002026.05 | 0.874 | 0 | 30.76 | |
| SetVarsk=4, λ=0.00, Target=1.002026.05 | 0.874 | 0.76 | — | |
| MPFCk=4, λ=0.00, Target=1.002026.05 | 0.874 | — | 3.67 | |
| MS-FlowFCk=4, λ=0.00, Target=1.002026.05 | 1.01 | — | 0.98 | |
| Lloyd*k=3, λ=0.00, Target=1.002026.05 | 1.157 | — | 1.7 | |
| MIQCPk=3, λ=0.00, Target=1.002026.05 | 1.173 | 0 | 2.8 | |
| SetVarsk=3, λ=0.00, Target=1.002026.05 | 1.173 | 0 | 2,266.35 | |
| MPFCk=3, λ=0.00, Target=1.002026.05 | 1.173 | — | 3.65 | |
| MS-FlowFCk=3, λ=0.00, Target=1.002026.05 | 1.173 | — | 1.08 | |
| Lloyd*k=2, λ=0.00, Target=1.002026.05 | 1.756 | — | 2.21 | |
| MIQCPk=2, λ=0.00, Target=1.002026.05 | 1.948 | 0 | 0.33 | |
| SetVarsk=2, λ=0.00, Target=1.002026.05 | 1.948 | 0.29 | — | |
| MPFCk=2, λ=0.00, Target=1.002026.05 | 1.948 | — | 2.6 | |
| MS-FlowFCk=2, λ=0.00, Target=1.002026.05 | 1.995 | — | 1 |