Conformal Prediction on Retina fundus imaging
93CoverageFedTrust
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedTrustNo. of classes=5, Coverage level (1 - alpha)=0.902026.03 | 93 | 2.92 | |
| TrustFedNo. of classes=5, Coverage level (1 - alpha)=0.902026.03 | 92 | 3.34 | |
| FCPNo. of classes=5, Coverage level (1 - alpha)=0.902026.03 | 91 | 2.67 | |
| LocalNo. of classes=5, Coverage level (1 - alpha)=0.902026.03 | 90.7 | 2.61 | |
| FCPNo. of classes=5, Coverage level (1 - alpha)=0.902026.03 | 89 | 2.82 | |
| LocalNo. of classes=5, Coverage level (1 - alpha)=0.902026.03 | 89 | 2.63 | |
| FedTrustNo. of classes=5, Coverage level (1 - alpha)=0.802026.03 | 87 | 2.2 | |
| FCPNo. of classes=5, Coverage level (1 - alpha)=0.802026.03 | 83 | 1.92 | |
| LocalNo. of classes=5, Coverage level (1 - alpha)=0.802026.03 | 83 | 2.06 | |
| TrustFedNo. of classes=5, Coverage level (1 - alpha)=0.802026.03 | 81 | 2.59 | |
| LocalNo. of classes=5, Coverage level (1 - alpha)=0.802026.03 | 79 | 2.22 | |
| FCPNo. of classes=5, Coverage level (1 - alpha)=0.802026.03 | 78 | 2.34 |