Metabolic Syndrome Classification on MetS (test)
87.1AccuracyADASYN+CTGAN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ADASYN+CTGANWeights=(0.4, 0.6)2025.04 | 87.1 | 89 | 84.8 | 86.8 | |
| SMOTE+CTGANWeights=(0.5, 0.5)2025.04 | 86.9 | 89.1 | 84 | 86.5 | |
| SMOTE+CTGAN+ADASYNWeights=(0.05,0.55,0.4)2025.04 | 86.9 | 88.9 | 84.3 | 86.5 | |
| SMOTEWeights=-2025.04 | 86.8 | 88.9 | 84 | 86.4 | |
| CTGANWeights=-2025.04 | 86.6 | 91.3 | 81 | 85.8 | |
| SMOTE+ADASYNWeights=(0.75, 0.25)2025.04 | 86.1 | 87.7 | 84 | 85.8 | |
| ADASYNWeights=-2025.04 | 85.5 | 87.2 | 83.3 | 85.2 |