Binary Classification on mnist LIBSVM (test)
0.932Average AUCAlgorithm 1 (Localized SGD for Pairwise Learning)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Algorithm 1 (Localized SGD for Pairwise Learning)2021.11 | 0.932 | 0.001 | |
| SGDpair2021.11 | 0.932 | 0.001 | |
| OLP2021.11 | 0.927 | 0.003 | |
| SPAUC2021.11 | 0.927 | 0.002 | |
| OAMgra2021.11 | 0.898 | 0.002 | |
| OLP-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.749 | 0.045 | |
| OAM-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.685 | 0.042 |