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ResearchFormerly WizWand

Frequency Estimation on Retail

10.56Entropy Absolute ErrorUCL-sketch
-293.07361,756.45323,805.985,855.5068Dec 4, 2024
Updated 7mo ago

Evaluation results

MethodLinks
UCL-sketchMemory=128KB2024.1210.56
UCL-sketchMemory=112KB2024.1212.56
Learned CM-sketchMemory=128KB2024.1213.67
UCL-sketchMemory=96KB2024.1215.07
Learned CM-sketchMemory=112KB2024.1217.72
UCL-sketchMemory=80KB2024.1218.87
UCL-sketchMemory=64KB2024.1222.2
UCL-sketchMemory=48KB2024.1227.14
Learned C-sketchMemory=128KB2024.1232.82
UCL-sketchMemory=32KB2024.1241.02
Learned CM-sketchMemory=96KB2024.1250.66
CM-sketchMemory=128KB2024.1259.45
Learned C-sketchMemory=112KB2024.1260.03
UCL-sketchMemory=16KB2024.1269.16
CM-sketchMemory=112KB2024.1282.79
Learned CM-sketchMemory=80KB2024.1283.16
CM-sketchMemory=96KB2024.12119.71
Elastic SketchMemory=128KB2024.12129.85
Learned C-sketchMemory=96KB2024.12130.63
Elastic SketchMemory=112KB2024.12156.78
CM-sketchMemory=80KB2024.12179.2
Learned C-sketchMemory=80KB2024.12208.78
Learned CM-sketchMemory=64KB2024.12211.31
Learned C-sketchMemory=64KB2024.12254.86
Elastic SketchMemory=96KB2024.12282.78
CM-sketchMemory=64KB2024.12291.21
C-sketchMemory=128KB2024.12305.66
Elastic SketchMemory=80KB2024.12344.02
Learned CM-sketchMemory=48KB2024.12346.69
NitrosketchMemory=128KB2024.12358.09
NitrosketchMemory=112KB2024.12362.26
Learned C-sketchMemory=48KB2024.12415.05
C-sketchMemory=112KB2024.12419.62
NitrosketchMemory=96KB2024.12441.95
UnivMonMemory=112KB2024.12448.04
UnivMonMemory=96KB2024.12494.88
CM-sketchMemory=48KB2024.12511.37
C-sketchMemory=96KB2024.12516
NitrosketchMemory=80KB2024.12554.35
UnivMonMemory=64KB2024.12582.79
UnivMonMemory=80KB2024.12591.83
C-sketchMemory=80KB2024.12643.02
C-sketchMemory=64KB2024.12690.76
NitrosketchMemory=64KB2024.12740.24
Elastic SketchMemory=64KB2024.12742.85
UnivMonMemory=128KB2024.12773.58
Elastic SketchMemory=48KB2024.12850.06
UnivMonMemory=48KB2024.12894.09
C-sketchMemory=48KB2024.12984.25
NitrosketchMemory=48KB2024.121,051.95
CM-sketchMemory=32KB2024.121,066.05
Learned C-sketchMemory=32KB2024.121,097.03
UnivMonMemory=32KB2024.121,197.95
Learned CM-sketchMemory=32KB2024.121,265.28
C-sketchMemory=32KB2024.121,569.19
NitrosketchMemory=32KB2024.121,734.13
UnivMonMemory=16KB2024.121,766.46
Elastic SketchMemory=32KB2024.122,621.57
CM-sketchMemory=16KB2024.123,166.01
C-sketchMemory=16KB2024.123,468.11
NitrosketchMemory=16KB2024.123,857.67
Learned C-sketchMemory=16KB2024.124,129.77
Learned CM-sketchMemory=16KB2024.125,527.2
Elastic SketchMemory=16KB2024.127,601.4