Classification on Fraud 0.17% imbalance, 5 seeds (test)
0.9998AUCFull-batch SGD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Full-batch SGD2026.07 | 0.9998 | 0 | — | |
| Focal Lossγ=22026.07 | 0.9998 | 0 | 1 | |
| Global IS + self-norm. HT2026.07 | 0.9997 | 28.4 | 0.683 | |
| K-ABENA v32026.07 | 0.9991 | 28.4 | 0.504 | |
| OHEM-stylemode=top-loss2026.07 | 0.4464 | 28.4 | 0.063 |