Outlier Detection on ALOI (test)
0.828AUC (Test)XGBOD
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBODAnomaly Type=RD2026.01 | 0.828 | |
| OC-NCEAnomaly Type=HC2026.01 | 0.557 | |
| DSADAnomaly Type=AB2026.01 | 0.552 | |
| OCAnomaly Type=HC2026.01 | 0.552 | |
| DSADAnomaly Type=RD2026.01 | 0.551 | |
| DSADAnomaly Type=HC2026.01 | 0.551 | |
| OCAnomaly Type=AB2026.01 | 0.548 | |
| OCAnomaly Type=RD2026.01 | 0.547 | |
| IMBoost2026.01 | 0.547 | |
| SBAnomaly Type=HC2026.01 | 0.532 | |
| SB-NCEAnomaly Type=DB2026.01 | 0.531 | |
| SB-NCEAnomaly Type=HC2026.01 | 0.53 | |
| SBAnomaly Type=RD2026.01 | 0.525 | |
| SBAnomaly Type=AB2026.01 | 0.524 | |
| SB-NCEAnomaly Type=AB2026.01 | 0.524 | |
| OC-NCEAnomaly Type=AB2026.01 | 0.524 | |
| SBAnomaly Type=DB2026.01 | 0.522 | |
| OC-NCEAnomaly Type=RD2026.01 | 0.522 | |
| SB-NCEAnomaly Type=RD2026.01 | 0.514 |