Imbalanced Classification on arrhythmia
86F1 ScoreDPG-da
Evaluation results
| Method | Links | |
|---|---|---|
| DPG-daAugmentation level=Averaged2026.03 | 86 | |
| SMOTEAugmentation level=Averaged2026.03 | 71.6 | |
| CTGANAugmentation level=Averaged2026.03 | 67.2 | |
| SMOTE-SVMAugmentation level=Averaged2026.03 | 66.3 | |
| SMOTE-ENNAugmentation level=Averaged2026.03 | 65.9 | |
| TVAEAugmentation level=Averaged2026.03 | 65.4 | |
| SMOTE-POLYNOMAugmentation level=Averaged2026.03 | 65.1 | |
| DEAugmentation level=Averaged2026.03 | 63.9 | |
| COPULA-GANAugmentation level=Averaged2026.03 | 62.9 | |
| SMOTE-LVQAugmentation level=Averaged2026.03 | 61.7 | |
| ROSAugmentation level=Averaged2026.03 | 61.7 | |
| MSMOTEAugmentation level=Averaged2026.03 | 59 | |
| RFAugmentation level=0%2026.03 | 57.3 | |
| DPG-daAugmentation levels=averaged2026.03 | 0.86 | |
| SMOTEAugmentation levels=averaged2026.03 | 0.716 | |
| CTGANAugmentation levels=averaged2026.03 | 0.672 | |
| SMOTE-SVMAugmentation levels=averaged2026.03 | 0.663 | |
| SMOTE-ENNAugmentation levels=averaged2026.03 | 0.659 | |
| TVAEAugmentation levels=averaged2026.03 | 0.654 | |
| SMOTE-POLYNOMAugmentation levels=averaged2026.03 | 0.651 | |
| DEAugmentation levels=averaged2026.03 | 0.639 | |
| COPULA-GANAugmentation levels=averaged2026.03 | 0.629 | |
| SMOTE-LVQAugmentation levels=averaged2026.03 | 0.617 | |
| ROSAugmentation levels=averaged2026.03 | 0.617 | |
| MSMOTEAugmentation levels=averaged2026.03 | 0.59 |