Classification on Synthetic imbalanced data
100ASPℓ1-SVM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ℓ1-SVMr1=0, r2=5%2026.04 | 100 | 50 | |
| SAMr1=0, r2=5%2026.04 | 100 | 80 | |
| SpAMr1=0, r2=5%2026.04 | 100 | 72 | |
| TSpAMr1=0, r2=5%2026.04 | 100 | 83 | |
| MAMr1=0, r2=5%2026.04 | 100 | 87 | |
| ℓ1-SVMr1=0, r2=10%2026.04 | 100 | 50 | |
| SAMr1=0, r2=10%2026.04 | 100 | 86 | |
| SpAMr1=0, r2=10%2026.04 | 100 | 82 | |
| TSpAMr1=0, r2=10%2026.04 | 100 | 88 | |
| MAMr1=0, r2=10%2026.04 | 100 | 91 | |
| ℓ1-SVMr1=0, r2=15%2026.04 | 100 | 50 | |
| SAMr1=0, r2=15%2026.04 | 100 | 89 | |
| SpAMr1=0, r2=15%2026.04 | 100 | 86 | |
| TSpAMr1=0, r2=15%2026.04 | 100 | 91 | |
| MAMr1=0, r2=15%2026.04 | 100 | 92 |