Fraud Detection 벤치마크
Fraud Detection on Healthcare Provider Fraud Detection Analysis
AUC
- 2024-05-14 — BiRank: AUC 0.786
| Rank | Model | AUC | AUPRC | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | BiRank | 0.786 | 0.175 | Network analytics for insurance fraud detection: a critical case study | B-Deprez/NetworkFraud_BiRank_M2V_SAGE | 2024 |
| 2 | GraphSAGE | 0.668 | 0.201 | Network analytics for insurance fraud detection: a critical case study | B-Deprez/NetworkFraud_BiRank_M2V_SAGE | 2024 |
| 3 | metapath2vec | 0.513 | 0.054 | Network analytics for insurance fraud detection: a critical case study | B-Deprez/NetworkFraud_BiRank_M2V_SAGE | 2024 |
| 4 | BiRank | 0.786 | 0.175 | Network analytics for insurance fraud detection: a critical case study | B-Deprez/NetworkFraud_BiRank_M2V_SAGE | 2024 |
| 5 | GraphSAGE | 0.668 | 0.201 | Network analytics for insurance fraud detection: a critical case study | B-Deprez/NetworkFraud_BiRank_M2V_SAGE | 2024 |
| 6 | metapath2vec | 0.513 | 0.054 | Network analytics for insurance fraud detection: a critical case study | B-Deprez/NetworkFraud_BiRank_M2V_SAGE | 2024 |