Clustering on AwA (test)
0.6353AccuracyTreeEIC
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TreeEICMissing rate (ρ)=0.12025.12 | 0.6353 | 0.6939 | — | — | — | — | — | |
| S2MVTCCPU Time (s)=10.35, Speedup=77.58x2024.03 | 0.6288 | 0.8124 | 0.6334 | 0.5872 | 0.4735 | 0.7726 | 0.5748 | |
| SMERA-MVCCPU Time (s)=390.59, Speedup=2.06x2024.03 | 0.6201 | 0.782 | 0.6888 | 0.5677 | 0.5479 | 0.5889 | 0.557 | |
| TreeEICMissing rate (ρ)=12025.12 | 0.4645 | 0.4667 | — | — | — | — | — | |
| FSMSCCPU Time (s)=42.51, Speedup=18.89x2024.03 | 0.1054 | 0.1197 | 0.1259 | 0.0526 | 0.0493 | 0.0563 | 0.0314 | |
| BMVCCPU Time (s)=32.71, Speedup=24.55x2024.03 | 0.1049 | 0.1253 | 0.112 | 0.0533 | 0.051 | 0.0558 | 0.0296 | |
| FPMVS-CAGCPU Time (s)=50.81, Speedup=15.80x2024.03 | 0.0949 | 0.1012 | 0.0997 | 0.0603 | 0.0394 | 0.1282 | 0.0255 | |
| OPMCCPU Time (s)=182.61, Speedup=4.40x2024.03 | 0.0928 | 0.1193 | 0.1111 | 0.0456 | 0.0449 | 0.0463 | 0.0224 | |
| FastMICECPU Time (s)=239.61, Speedup=3.35x2024.03 | 0.0905 | 0.1119 | 0.1114 | 0.0458 | 0.0482 | 0.0435 | 0.0241 | |
| k-meansCPU Time (s)=802.95, Speedup=1.00x2024.03 | 0.0832 | 0.0951 | 0.0984 | 0.0459 | 0.0366 | 0.0615 | 0.0171 | |
| FMVACCCPU Time (s)=640.66, Speedup=1.25x2024.03 | 0.0769 | 0.0906 | 0.0988 | 0.0381 | 0.0403 | 0.0361 | 0.0164 | |
| SFMCCPU Time (s)=129.57, Speedup=6.20x2024.03 | 0.0465 | 0.0288 | 0.0474 | 0.0464 | 0.0238 | 0.9587 | 0.0009 |