Binary Classification on letter LIBSVM (test)
0.811Average AUCSGDpair
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SGDpair2021.11 | 0.811 | 0.008 | |
| Algorithm 1 (Localized SGD for Pairwise Learning)2021.11 | 0.81 | 0.007 | |
| SPAUC2021.11 | 0.809 | 0.008 | |
| OLP2021.11 | 0.808 | 0.01 | |
| OAMgra2021.11 | 0.806 | 0.008 | |
| OLP-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.683 | 0.033 | |
| OAM-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.675 | 0.05 |