Data Valuation (Top-10 Identification) on 20 Newsgroups
2.8Speedup vs STCACE-W
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ACE-Wclassifier=k-Nearest Neighbors, top-k=10, n=100, delta=0.05, weak budget allocation=adaptive, wmin=16, wmax=1282026.01 | 2.8 | — | — | — | |
| ACEclassifier=k-Nearest Neighbors, top-k=10, n=100, delta=0.052026.01 | 2.4 | — | — | — | |
| TA-Certifyclassifier=k-Nearest Neighbors, top-k=10, n=100, delta=0.052026.01 | 1.2 | — | — | — | |
| STCclassifier=k-Nearest Neighbors, top-k=10, n=100, delta=0.052026.01 | 1 | — | — | — |