From: A particle swarm based hybrid system for imbalanced medical data sampling
Dataset | # Feature | # Negative | # Positive | Prevalence |
---|---|---|---|---|
Blood | 4 | 568 | 180 | 24.1% |
Survival | 3 | 225 | 81 | 26.5% |
Diabetes | 8 | 500 | 268 | 34.9% |
Breast | 32 | 151 | 47 | 23.7% |
AMD-CGA | 25 | 100 | 46 | 31.5% |
AMD-Neov | 25 | 96 | 50 | 34.2% |