Binary Classification on usps LIBSVM (test)
0.926Average AUCAlgorithm 1 (Localized SGD for Pairwise Learning)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Algorithm 1 (Localized SGD for Pairwise Learning)2021.11 | 0.926 | 0.006 | |
| SGDpair2021.11 | 0.925 | 0.006 | |
| SPAUC2021.11 | 0.923 | 0.005 | |
| OLP2021.11 | 0.917 | 0.006 | |
| OAMgra2021.11 | 0.916 | 0.005 | |
| OLP-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.737 | 0.056 | |
| OAM-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.691 | 0.059 |