Conditional Anomaly Detection on Wine Quality UCI (test)
75.1Mean Anomaly Agreement ScoreQDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QDANumber of runs=100, Train-test split=(2/3, 1/3), Label switch rate=3%2026.04 | 75.1 | 1.3 | |
| SVMNumber of runs=100, Train-test split=(2/3, 1/3), Label switch rate=3%, kernel=RBF2026.04 | 75 | 9.3 | |
| SoftHADNumber of runs=100, Train-test split=(2/3, 1/3), Label switch rate=3%2026.04 | 74.5 | 1.5 | |
| wk–NNNumber of runs=100, Train-test split=(2/3, 1/3), Label switch rate=3%2026.04 | 67.6 | 1.4 | |
| 1-class SVMNumber of runs=100, Train-test split=(2/3, 1/3), Label switch rate=3%2026.04 | 44.2 | 1.9 |