Frequency Estimation on Retail
10.56Entropy Absolute ErrorUCL-sketch
Evaluation Results
| Method | Links | |
|---|---|---|
| UCL-sketchMemory=128KB2024.12 | 10.56 | |
| UCL-sketchMemory=112KB2024.12 | 12.56 | |
| Learned CM-sketchMemory=128KB2024.12 | 13.67 | |
| UCL-sketchMemory=96KB2024.12 | 15.07 | |
| Learned CM-sketchMemory=112KB2024.12 | 17.72 | |
| UCL-sketchMemory=80KB2024.12 | 18.87 | |
| UCL-sketchMemory=64KB2024.12 | 22.2 | |
| UCL-sketchMemory=48KB2024.12 | 27.14 | |
| Learned C-sketchMemory=128KB2024.12 | 32.82 | |
| UCL-sketchMemory=32KB2024.12 | 41.02 | |
| Learned CM-sketchMemory=96KB2024.12 | 50.66 | |
| CM-sketchMemory=128KB2024.12 | 59.45 | |
| Learned C-sketchMemory=112KB2024.12 | 60.03 | |
| UCL-sketchMemory=16KB2024.12 | 69.16 | |
| CM-sketchMemory=112KB2024.12 | 82.79 | |
| Learned CM-sketchMemory=80KB2024.12 | 83.16 | |
| CM-sketchMemory=96KB2024.12 | 119.71 | |
| Elastic SketchMemory=128KB2024.12 | 129.85 | |
| Learned C-sketchMemory=96KB2024.12 | 130.63 | |
| Elastic SketchMemory=112KB2024.12 | 156.78 | |
| CM-sketchMemory=80KB2024.12 | 179.2 | |
| Learned C-sketchMemory=80KB2024.12 | 208.78 | |
| Learned CM-sketchMemory=64KB2024.12 | 211.31 | |
| Learned C-sketchMemory=64KB2024.12 | 254.86 | |
| Elastic SketchMemory=96KB2024.12 | 282.78 | |
| CM-sketchMemory=64KB2024.12 | 291.21 | |
| C-sketchMemory=128KB2024.12 | 305.66 | |
| Elastic SketchMemory=80KB2024.12 | 344.02 | |
| Learned CM-sketchMemory=48KB2024.12 | 346.69 | |
| NitrosketchMemory=128KB2024.12 | 358.09 | |
| NitrosketchMemory=112KB2024.12 | 362.26 | |
| Learned C-sketchMemory=48KB2024.12 | 415.05 | |
| C-sketchMemory=112KB2024.12 | 419.62 | |
| NitrosketchMemory=96KB2024.12 | 441.95 | |
| UnivMonMemory=112KB2024.12 | 448.04 | |
| UnivMonMemory=96KB2024.12 | 494.88 | |
| CM-sketchMemory=48KB2024.12 | 511.37 | |
| C-sketchMemory=96KB2024.12 | 516 | |
| NitrosketchMemory=80KB2024.12 | 554.35 | |
| UnivMonMemory=64KB2024.12 | 582.79 | |
| UnivMonMemory=80KB2024.12 | 591.83 | |
| C-sketchMemory=80KB2024.12 | 643.02 | |
| C-sketchMemory=64KB2024.12 | 690.76 | |
| NitrosketchMemory=64KB2024.12 | 740.24 | |
| Elastic SketchMemory=64KB2024.12 | 742.85 | |
| UnivMonMemory=128KB2024.12 | 773.58 | |
| Elastic SketchMemory=48KB2024.12 | 850.06 | |
| UnivMonMemory=48KB2024.12 | 894.09 | |
| C-sketchMemory=48KB2024.12 | 984.25 | |
| NitrosketchMemory=48KB2024.12 | 1,051.95 | |
| CM-sketchMemory=32KB2024.12 | 1,066.05 | |
| Learned C-sketchMemory=32KB2024.12 | 1,097.03 | |
| UnivMonMemory=32KB2024.12 | 1,197.95 | |
| Learned CM-sketchMemory=32KB2024.12 | 1,265.28 | |
| C-sketchMemory=32KB2024.12 | 1,569.19 | |
| NitrosketchMemory=32KB2024.12 | 1,734.13 | |
| UnivMonMemory=16KB2024.12 | 1,766.46 | |
| Elastic SketchMemory=32KB2024.12 | 2,621.57 | |
| CM-sketchMemory=16KB2024.12 | 3,166.01 | |
| C-sketchMemory=16KB2024.12 | 3,468.11 | |
| NitrosketchMemory=16KB2024.12 | 3,857.67 | |
| Learned C-sketchMemory=16KB2024.12 | 4,129.77 | |
| Learned CM-sketchMemory=16KB2024.12 | 5,527.2 | |
| Elastic SketchMemory=16KB2024.12 | 7,601.4 |