Imbalanced Classification on pen_digits
97.9F1-ScoreRF
Evaluation Results
| Method | Links | |
|---|---|---|
| RFAugmentation level=0%2026.03 | 97.9 | |
| ROSAugmentation level=Averaged2026.03 | 94.7 | |
| ROSAugmentation levels=averaged2026.03 | 94.7 | |
| SMOTE-ENNAugmentation level=Averaged2026.03 | 94.6 | |
| SMOTE-POLYNOMAugmentation level=Averaged2026.03 | 94.6 | |
| SMOTE-ENNAugmentation levels=averaged2026.03 | 94.6 | |
| SMOTE-POLYNOMAugmentation levels=averaged2026.03 | 94.6 | |
| SMOTE-LVQAugmentation level=Averaged2026.03 | 94.2 | |
| SMOTE-LVQAugmentation levels=averaged2026.03 | 94.2 | |
| MSMOTEAugmentation level=Averaged2026.03 | 93.9 | |
| MSMOTEAugmentation levels=averaged2026.03 | 93.9 | |
| TVAEAugmentation level=Averaged2026.03 | 93.5 | |
| TVAEAugmentation levels=averaged2026.03 | 93.5 | |
| SMOTE-SVMAugmentation level=Averaged2026.03 | 93.1 | |
| SMOTE-SVMAugmentation levels=averaged2026.03 | 93.1 | |
| DPG-daAugmentation level=Averaged2026.03 | 92.3 | |
| DPG-daAugmentation levels=averaged2026.03 | 92.3 | |
| CTGANAugmentation level=Averaged2026.03 | 91.5 | |
| CTGANAugmentation levels=averaged2026.03 | 91.5 | |
| COPULA-GANAugmentation level=Averaged2026.03 | 90.8 | |
| COPULA-GANAugmentation levels=averaged2026.03 | 90.8 | |
| SMOTEAugmentation level=Averaged2026.03 | 90.3 | |
| SMOTEAugmentation levels=averaged2026.03 | 90.3 | |
| DEAugmentation level=Averaged2026.03 | 75.4 | |
| DEAugmentation levels=averaged2026.03 | 75.4 |