Fair Clustering on BANK-40K
678CostLloyd
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Lloydk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05 | 678 | 7 | — | |
| MPFCk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05 | 741 | — | -35.38 | |
| MS-FlowFCk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05 | 759 | — | -33.86 | |
| MPFCk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05 | 786 | — | -43.01 | |
| MPFCk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05 | 810 | — | -45.54 | |
| MS-FlowFCk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05 | 813 | — | -41.07 | |
| Lloydk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05 | 824 | 9 | — | |
| MS-FlowFCk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05 | 841 | — | -43.45 | |
| SetVarsk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05 | 881 | — | -23.23 | |
| MPFCk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05 | 890 | — | -30.73 | |
| MS-FlowFCk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05 | 901 | — | -29.92 | |
| SetVarsk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05 | 925 | — | -32.96 | |
| MPFCk=10, lambda=0.10, Target=0.42, p=85, q=2012026.05 | 930 | — | -32.11 | |
| MS-FlowFCk=10, lambda=0.10, Target=0.42, p=85, q=2012026.05 | 950 | — | -30.67 | |
| MPFCk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05 | 951 | — | -37.65 | |
| MS-FlowFCk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05 | 980 | — | -35.75 | |
| SetVarsk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05 | 990 | — | -22.98 | |
| SetVarsk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05 | 1,045 | — | -29.76 | |
| SetVarsk=10, lambda=0.10, Target=0.42, p=85, q=2012026.05 | 1,093 | — | -20.25 | |
| SFCk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05 | 1,147 | — | — | |
| SetVarsk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05 | 1,160 | — | -23.95 | |
| SFCk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05 | 1,285 | — | — | |
| Lloydk=5, lambda=0.01, Target=0.47, p=375, q=8062026.05 | 1,326 | 10 | — | |
| MPFCk=5, lambda=0.30, Target=0.33, p=176, q=5352026.05 | 1,361 | — | -14.45 | |
| MS-FlowFCk=5, lambda=0.30, Target=0.33, p=176, q=5352026.05 | 1,365 | — | -14.18 | |
| SFCk=10, lambda=0.10, Target=0.42, p=85, q=2012026.05 | 1,370 | — | — | |
| SFCk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05 | 1,379 | — | — | |
| MPFCk=5, lambda=0.10, Target=0.42, p=291, q=6882026.05 | 1,380 | — | -19.67 | |
| MPFCk=5, lambda=0.01, Target=0.47, p=375, q=8062026.05 | 1,389 | — | -24.15 | |
| MS-FlowFCk=5, lambda=0.10, Target=0.42, p=291, q=6882026.05 | 1,390 | — | -19.09 | |
| SetVarsk=5, lambda=0.30, Target=0.33, p=176, q=5352026.05 | 1,394 | — | -12.33 | |
| SetVarsk=5, lambda=0.10, Target=0.42, p=291, q=6882026.05 | 1,400 | — | -18.47 | |
| MS-FlowFCk=5, lambda=0.01, Target=0.47, p=375, q=8062026.05 | 1,402 | — | -23.43 | |
| SFCk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05 | 1,488 | — | — | |
| SetVarsk=5, lambda=0.01, Target=0.47, p=375, q=8062026.05 | 1,515 | — | -17.26 | |
| SFCk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05 | 1,525 | — | — | |
| SFCk=5, lambda=0.30, Target=0.33, p=176, q=5352026.05 | 1,590 | — | — | |
| SFCk=5, lambda=0.10, Target=0.42, p=291, q=6882026.05 | 1,718 | — | — | |
| SFCk=5, lambda=0.01, Target=0.47, p=375, q=8062026.05 | 1,831 | — | — | |
| Lloydk=2, lambda=0.01, Target=0.47, p=67, q=1442026.05 | 2,396 | 46 | — | |
| SetVarsk=2, lambda=0.10, Target=0.42, p=335, q=7922026.05 | 2,396 | — | -5.5 | |
| MPFCk=2, lambda=0.10, Target=0.42, p=335, q=7922026.05 | 2,396 | — | -5.5 | |
| MS-FlowFCk=2, lambda=0.10, Target=0.42, p=335, q=7922026.05 | 2,396 | — | -5.5 | |
| SetVarsk=2, lambda=0.30, Target=0.33, p=126, q=3832026.05 | 2,396 | — | -0.56 | |
| MPFCk=2, lambda=0.30, Target=0.33, p=126, q=3832026.05 | 2,396 | — | -0.56 | |
| MS-FlowFCk=2, lambda=0.30, Target=0.33, p=126, q=3832026.05 | 2,396 | — | -0.56 | |
| MPFCk=2, lambda=0.01, Target=0.47, p=67, q=1442026.05 | 2,397 | — | -1.18 | |
| MS-FlowFCk=2, lambda=0.01, Target=0.47, p=67, q=1442026.05 | 2,397 | — | -1.18 | |
| SetVarsk=2, lambda=0.01, Target=0.47, p=67, q=1442026.05 | 2,399 | — | -1.12 | |
| SFCk=2, lambda=0.30, Target=0.33, p=126, q=3832026.05 | 2,410 | — | — | |
| SFCk=2, lambda=0.01, Target=0.47, p=67, q=1442026.05 | 2,426 | — | — | |
| SFCk=2, lambda=0.10, Target=0.42, p=335, q=7922026.05 | 2,536 | — | — | |
| MPFCk=Average2026.05 | — | — | -24.16 | |
| MS-FlowFCk=Average2026.05 | — | — | -23.22 | |
| SetVarsk=Average2026.05 | — | — | -17.36 |