Case Deletion Diagnostics on AGnews binary subsample (test)
2.56AUC-DELGeneralized Representer
Evaluation Results
| Method | Links | |
|---|---|---|
| Generalized RepresenterKernel=NTK-final, Importance=tracking2023.10 | 2.56 | |
| Generalized RepresenterKernel=NTK-middle, Importance=tracking2023.10 | 2.54 | |
| TracInCP2023.10 | 2.18 | |
| Generalized RepresenterKernel=last layer-final, Importance=tracking2023.10 | 2.14 | |
| Generalized RepresenterKernel=NTK-final, Importance=target derivative2023.10 | 1.88 | |
| Generalized RepresenterKernel=NTK-init, Importance=tracking2023.10 | 1.81 | |
| Generalized RepresenterKernel=Inf-final, Importance=tracking, parameters=last-layer only2023.10 | 0.92 | |
| Representer Point2023.10 | 0.86 | |
| Influence functionparameters=last-layer2023.10 | 0.75 | |
| Random Selection2023.10 | 0.19 |