Binary Classification on german LIBSVM (test)
0.799AUCSPAUC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPAUC2021.11 | 0.799 | 0.026 | |
| SGDpair2021.11 | 0.794 | 0.023 | |
| Algorithm 1 (Localized SGD for Pairwise Learning)2021.11 | 0.793 | 0.021 | |
| OLP2021.11 | 0.787 | 0.028 | |
| OAMgra2021.11 | 0.785 | 0.029 | |
| OAM-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.64 | 0.058 | |
| OLP-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.63 | 0.065 |