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ResearchFormerly WizWand

Fair Clustering on BANK-40K

678CostLloyd
603.681,105.341,6072,108.66May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Lloydk=15, lambda=0.01, Target=0.46, p=415, q=8932026.056787—
MPFCk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05741—-35.38
MS-FlowFCk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05759—-33.86
MPFCk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05786—-43.01
MPFCk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05810—-45.54
MS-FlowFCk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05813—-41.07
Lloydk=10, lambda=0.01, Target=0.47, p=187, q=4022026.058249—
MS-FlowFCk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05841—-43.45
SetVarsk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05881—-23.23
MPFCk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05890—-30.73
MS-FlowFCk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05901—-29.92
SetVarsk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05925—-32.96
MPFCk=10, lambda=0.10, Target=0.42, p=85, q=2012026.05930—-32.11
MS-FlowFCk=10, lambda=0.10, Target=0.42, p=85, q=2012026.05950—-30.67
MPFCk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05951—-37.65
MS-FlowFCk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05980—-35.75
SetVarsk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05990—-22.98
SetVarsk=15, lambda=0.01, Target=0.46, p=415, q=8932026.051,045—-29.76
SetVarsk=10, lambda=0.10, Target=0.42, p=85, q=2012026.051,093—-20.25
SFCk=15, lambda=0.30, Target=0.33, p=208, q=6332026.051,147——
SetVarsk=10, lambda=0.01, Target=0.47, p=187, q=4022026.051,160—-23.95
SFCk=10, lambda=0.30, Target=0.33, p=124, q=3772026.051,285——
Lloydk=5, lambda=0.01, Target=0.47, p=375, q=8062026.051,32610—
MPFCk=5, lambda=0.30, Target=0.33, p=176, q=5352026.051,361—-14.45
MS-FlowFCk=5, lambda=0.30, Target=0.33, p=176, q=5352026.051,365—-14.18
SFCk=10, lambda=0.10, Target=0.42, p=85, q=2012026.051,370——
SFCk=15, lambda=0.10, Target=0.42, p=406, q=9612026.051,379——
MPFCk=5, lambda=0.10, Target=0.42, p=291, q=6882026.051,380—-19.67
MPFCk=5, lambda=0.01, Target=0.47, p=375, q=8062026.051,389—-24.15
MS-FlowFCk=5, lambda=0.10, Target=0.42, p=291, q=6882026.051,390—-19.09
SetVarsk=5, lambda=0.30, Target=0.33, p=176, q=5352026.051,394—-12.33
SetVarsk=5, lambda=0.10, Target=0.42, p=291, q=6882026.051,400—-18.47
MS-FlowFCk=5, lambda=0.01, Target=0.47, p=375, q=8062026.051,402—-23.43
SFCk=15, lambda=0.01, Target=0.46, p=415, q=8932026.051,488——
SetVarsk=5, lambda=0.01, Target=0.47, p=375, q=8062026.051,515—-17.26
SFCk=10, lambda=0.01, Target=0.47, p=187, q=4022026.051,525——
SFCk=5, lambda=0.30, Target=0.33, p=176, q=5352026.051,590——
SFCk=5, lambda=0.10, Target=0.42, p=291, q=6882026.051,718——
SFCk=5, lambda=0.01, Target=0.47, p=375, q=8062026.051,831——
Lloydk=2, lambda=0.01, Target=0.47, p=67, q=1442026.052,39646—
SetVarsk=2, lambda=0.10, Target=0.42, p=335, q=7922026.052,396—-5.5
MPFCk=2, lambda=0.10, Target=0.42, p=335, q=7922026.052,396—-5.5
MS-FlowFCk=2, lambda=0.10, Target=0.42, p=335, q=7922026.052,396—-5.5
SetVarsk=2, lambda=0.30, Target=0.33, p=126, q=3832026.052,396—-0.56
MPFCk=2, lambda=0.30, Target=0.33, p=126, q=3832026.052,396—-0.56
MS-FlowFCk=2, lambda=0.30, Target=0.33, p=126, q=3832026.052,396—-0.56
MPFCk=2, lambda=0.01, Target=0.47, p=67, q=1442026.052,397—-1.18
MS-FlowFCk=2, lambda=0.01, Target=0.47, p=67, q=1442026.052,397—-1.18
SetVarsk=2, lambda=0.01, Target=0.47, p=67, q=1442026.052,399—-1.12
SFCk=2, lambda=0.30, Target=0.33, p=126, q=3832026.052,410——
SFCk=2, lambda=0.01, Target=0.47, p=67, q=1442026.052,426——
SFCk=2, lambda=0.10, Target=0.42, p=335, q=7922026.052,536——
MPFCk=Average2026.05——-24.16
MS-FlowFCk=Average2026.05——-23.22
SetVarsk=Average2026.05——-17.36