Imbalanced Classification on abalone
61.5F1-ScoreRF
Evaluation Results
| Method | Links | |
|---|---|---|
| RFAugmentation level=0%2026.03 | 61.5 | |
| MSMOTEAugmentation level=Averaged2026.03 | 61.4 | |
| MSMOTEAugmentation levels=averaged2026.03 | 61.4 | |
| SMOTE-SVMAugmentation level=Averaged2026.03 | 60.8 | |
| SMOTE-SVMAugmentation levels=averaged2026.03 | 60.8 | |
| SMOTE-ENNAugmentation level=Averaged2026.03 | 60.2 | |
| SMOTE-ENNAugmentation levels=averaged2026.03 | 60.2 | |
| SMOTE-POLYNOMAugmentation level=Averaged2026.03 | 60.1 | |
| SMOTE-POLYNOMAugmentation levels=averaged2026.03 | 60.1 | |
| DEAugmentation level=Averaged2026.03 | 60 | |
| DEAugmentation levels=averaged2026.03 | 60 | |
| CTGANAugmentation level=Averaged2026.03 | 59.9 | |
| CTGANAugmentation levels=averaged2026.03 | 59.9 | |
| TVAEAugmentation level=Averaged2026.03 | 59.8 | |
| TVAEAugmentation levels=averaged2026.03 | 59.8 | |
| SMOTEAugmentation level=Averaged2026.03 | 59.4 | |
| SMOTEAugmentation levels=averaged2026.03 | 59.4 | |
| ROSAugmentation level=Averaged2026.03 | 59.3 | |
| ROSAugmentation levels=averaged2026.03 | 59.3 | |
| COPULA-GANAugmentation level=Averaged2026.03 | 58.8 | |
| COPULA-GANAugmentation levels=averaged2026.03 | 58.8 | |
| SMOTE-LVQAugmentation level=Averaged2026.03 | 58.4 | |
| SMOTE-LVQAugmentation levels=averaged2026.03 | 58.4 | |
| DPG-daAugmentation level=Averaged2026.03 | 56.6 | |
| DPG-daAugmentation levels=averaged2026.03 | 56.6 |