Classification on ECG5000 (test)
0.9988ROC-AUCAdaBoost ensemble classifier
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| AdaBoost ensemble classifierECS grid size=6 × 6, Number of stumps (T)=362026.03 | 0.9988 | 98.55 | 98.48 | 97.67 | 99.09 | 98.07 | 1,553 | 37 | 24 | 2,603 | |
| single-feature threshold classifierECS grid size=10 × 102026.03 | 0.9937 | 98.03 | 98.52 | 96.23 | 99.12 | 97.36 | 1,530 | 60 | 23 | 2,604 |