Table 2.
Success measurement results of our fraud detection system trained on Oct.’18–Jul.’19 training set and tested on Aug.’19 test dataset.
| Fixed FPR | EER | ||||||
|---|---|---|---|---|---|---|---|
| Features | AUC | FPR | Recall | FPR | Recall | Error | Threshold |
| Encoded | 0.947 | 0.3 | 0.962 | 0.120 | 0.879 | 12.08 | 0.064 |
| Agg. + Encoded | 0.951 | 0.3 | 0.962 | 0.115 | 0.883 | 11.68 | 0.056 |
| Emb. + Agg. + Encoded | 0.958 | 0.3 | 0.974 | 0.110 | 0.889 | 11.02 | 0.055 |