Table 3.
Success measurement results of the fraud detection models which are trained on Nov.’18–Aug.’19 training sets and tested on Sep.’19 test set.
| Fixed FPR | EER | ||||||
|---|---|---|---|---|---|---|---|
| Features | AUC | FPR | Recall | FPR | Recall | Error | Threshold |
| Encoded | 0.960 | 0.3 | 0.984 | 0.104 | 0.895 | 10.48 | 0.018 |
| Agg. + Encoded | 0.964 | 0.3 | 0.960 | 0.099 | 0.900 | 9.90 | 0.017 |
| Emb. + Agg. + Encoded | 0.968 | 0.3 | 0.989 | 0.091 | 0.908 | 9.15 | 0.017 |