Binary Classification on MNIST (test) (AUC)
98.5AUCSD-Pcomp-ReLU
Evaluation results
| Method | Links | |
|---|---|---|
| SD-Pcomp-ReLUClass Prior (π+)=0.72026.03 | 98.5 | |
| Convex (γ = 0.5)-ReLUClass Prior (π+)=0.72026.03 | 98.1 | |
| Convex (γ = 0.8)-ReLUClass Prior (π+)=0.72026.03 | 98 | |
| Convex (γ = 0.8)-ABSClass Prior (π+)=0.72026.03 | 98 | |
| Convex (γ = 0.5)-ABSClass Prior (π+)=0.72026.03 | 97.8 | |
| Convex (γ = 0.2)-ReLUClass Prior (π+)=0.72026.03 | 97.6 | |
| Convex (γ = 0.2)-ABSClass Prior (π+)=0.72026.03 | 97.3 | |
| SD-Pcomp-UnbiasedClass Prior (π+)=0.72026.03 | 95.8 | |
| SDClass Prior (π+)=0.72026.03 | 95.2 | |
| Pcomp-ReLUClass Prior (π+)=0.72026.03 | 83.9 | |
| SD-Pcomp-ABSClass Prior (π+)=0.72026.03 | 79.2 | |
| Pcomp-UnbiasedClass Prior (π+)=0.72026.03 | 74.7 | |
| Pcomp-ABSClass Prior (π+)=0.72026.03 | 64.3 |