Set-valued Classification on Fashion MNIST (test)
89.2Beta Correct (Single)argmax
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| argmaxAlgorithm=Subbagged (Am)2024.05 | 89.2 | 1 | 89.2 | 89.3 | — | |
| inflated argmaxAlgorithm=Subbagged (Am), Sel. rule=argmax^epsilon2024.05 | 88.6 | 1.017 | 89.5 | 89.7 | 47.4 | |
| argmaxAlgorithm=Base (A)2024.05 | 87.9 | 1 | 87.9 | 87.9 | — | |
| inflated argmaxAlgorithm=Base (A), Sel. rule=argmax^epsilon2024.05 | 87.3 | 1.015 | 88.1 | 88.3 | 49.6 | |
| SVBOP u_65Algorithm=Base (A)2024.05 | 83.8 | 1.091 | 88.9 | 90.1 | 52.5 | |
| SVBOP u_65Algorithm=Subbagged (Am)2024.05 | 83.3 | 1.119 | 89.9 | 91.5 | 57.7 | |
| NDC for F1Algorithm=Base (A)2024.05 | 83.2 | 1.105 | 88.9 | 90.2 | 53.1 | |
| NDC for F1Algorithm=Subbagged (Am)2024.05 | 82.5 | 1.138 | 89.8 | 91.5 | 58.6 | |
| SVBOP u_80Algorithm=Base (A)2024.05 | 77.7 | 1.19 | 88.5 | 91 | 61.1 | |
| Gamma_0.8Algorithm=Base (A)2024.05 | 75.6 | 1.248 | 88 | 90.9 | 62.2 | |
| SVBOP u_80Algorithm=Subbagged (Am)2024.05 | 74.4 | 1.245 | 88.2 | 91.4 | 69 | |
| Gamma_0.8Algorithm=Subbagged (Am)2024.05 | 70.4 | 1.356 | 86.7 | 90.7 | 70.1 | |
| top-2Algorithm=Base (A)2024.05 | 0 | 2 | 63.2 | 77.7 | 90.5 | |
| top-2Algorithm=Subbagged (Am)2024.05 | 0 | 2 | 63.2 | 77.7 | 91.8 |