Imbalanced Classification on mammography
81.5F1 ScoreRF
Evaluation results
| Method | Links | |
|---|---|---|
| RFAugmentation level=0%2026.03 | 81.5 | |
| SMOTE-SVMAugmentation level=Averaged2026.03 | 79.4 | |
| ROSAugmentation level=Averaged2026.03 | 77.2 | |
| TVAEAugmentation level=Averaged2026.03 | 76.2 | |
| MSMOTEAugmentation level=Averaged2026.03 | 75.9 | |
| SMOTE-LVQAugmentation level=Averaged2026.03 | 75.2 | |
| SMOTE-POLYNOMAugmentation level=Averaged2026.03 | 75 | |
| CTGANAugmentation level=Averaged2026.03 | 74.5 | |
| SMOTE-ENNAugmentation level=Averaged2026.03 | 74 | |
| SMOTEAugmentation level=Averaged2026.03 | 73.2 | |
| COPULA-GANAugmentation level=Averaged2026.03 | 72.1 | |
| DEAugmentation level=Averaged2026.03 | 68.3 | |
| DPG-daAugmentation level=Averaged2026.03 | 55.4 | |
| SMOTE-SVMAugmentation levels=averaged2026.03 | 0.794 | |
| ROSAugmentation levels=averaged2026.03 | 0.772 | |
| TVAEAugmentation levels=averaged2026.03 | 0.762 | |
| MSMOTEAugmentation levels=averaged2026.03 | 0.759 | |
| SMOTE-LVQAugmentation levels=averaged2026.03 | 0.752 | |
| SMOTE-POLYNOMAugmentation levels=averaged2026.03 | 0.75 | |
| CTGANAugmentation levels=averaged2026.03 | 0.745 | |
| SMOTE-ENNAugmentation levels=averaged2026.03 | 0.74 | |
| SMOTEAugmentation levels=averaged2026.03 | 0.732 | |
| COPULA-GANAugmentation levels=averaged2026.03 | 0.721 | |
| DEAugmentation levels=averaged2026.03 | 0.683 | |
| DPG-daAugmentation levels=averaged2026.03 | 0.554 |