Intrusion Detection on UNSW-NB15 (test, single seed)
0.899AUC-PRLOF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LOFseed=single2026.05 | 0.899 | 0.777 | |
| ECODseed=single2026.05 | 0.741 | 0.625 | |
| COPODseed=single2026.05 | 0.704 | 0.539 | |
| RRCFseed=single2026.05 | 0.675 | 0.497 | |
| KitNETseed=single2026.05 | 0.673 | 0.496 | |
| CALIBURNseed=single2026.05 | 0.653 | 0.488 | |
| HSTseed=single2026.05 | 0.641 | 0.381 | |
| LODAseed=single2026.05 | 0.611 | 0.396 | |
| iForest_ASDseed=single2026.05 | 0.61 | 0.374 | |
| xStreamseed=single2026.05 | 0.599 | 0.38 |