Node Anomaly Detection on Amazon semi-supervised
84.4AUPRCXGB-Graph
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XGB-Graphsetting=semi-supervised, hyperparameters=default2023.06 | 84.4 | 94.7 | 78.2 | |
| XGB-GraphNumber of runs=102023.06 | 84.38 | 94.68 | 78.17 | |
| MLPsetting=semi-supervised, hyperparameters=default2023.06 | 83 | 92.2 | 79.3 | |
| BWGNNNumber of runs=102023.06 | 81.68 | 91.83 | 77.71 | |
| GATNumber of runs=102023.06 | 81.57 | 92.44 | 77.07 | |
| RF-Graphsetting=semi-supervised, hyperparameters=default2023.06 | 70.7 | 92.5 | 63.5 | |
| CARE-GNNNumber of runs=102023.06 | 58.95 | 86 | 59.12 | |
| RGCNNumber of runs=102023.06 | 41.07 | 84.17 | 45.57 | |
| HGTNumber of runs=102023.06 | 38.13 | 79.75 | 45.07 | |
| H2DetectorNumber of runs=102023.06 | 29.27 | 71 | 32.61 |