Binary Classification on diabetes LIBSVM (test)
0.831AUCAlgorithm 1 (Localized SGD for Pairwise Learning)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Algorithm 1 (Localized SGD for Pairwise Learning)2021.11 | 0.831 | 0.03 | |
| SGDpair2021.11 | 0.83 | 0.028 | |
| OAMgra2021.11 | 0.828 | 0.026 | |
| SPAUC2021.11 | 0.828 | 0.031 | |
| OLP2021.11 | 0.825 | 0.028 | |
| OAM-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.737 | 0.069 | |
| OLP-RS1Sampling=Reservoir sampling, Buffering set size=12021.11 | 0.736 | 0.074 |