Binary Classification on ijcnn1 LIBSVM (test)
0.934Average AUCAlgorithm 1 (Localized SGD for Pairwise Learning)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Algorithm 1 (Localized SGD for Pairwise Learning)2021.11 | 0.934 | 0.002 | |
| SGDpair2021.11 | 0.934 | 0.003 | |
| SPAUC2021.11 | 0.932 | 0.002 | |
| OAMgra2021.11 | 0.93 | 0.003 | |
| OLP2021.11 | 0.916 | 0.003 | |
| OAM-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.677 | 0.014 | |
| OLP-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.668 | 0.026 |