Neural Caching on ISEAR
0.666Online Accuracy (AUC)Margin Sampling
Evaluation Results
| Method | Links | |
|---|---|---|
| Margin Samplingstudent retraining=none, initial budget N=10002023.10 | 0.666 | |
| Margin SamplingSelection Strategy=Margin Sampling, Student retraining=true2023.10 | 0.658 | |
| EntropySelection Strategy=Entropy, Student retraining=true2023.10 | 0.657 | |
| Query by Committeestudent retraining=none, initial budget N=10002023.10 | 0.656 | |
| Query by CommitteeSelection Strategy=Query by Committee, Student retraining=true2023.10 | 0.65 | |
| Randomstudent retraining=none, initial budget N=10002023.10 | 0.64 | |
| Front-loadingSelection Strategy=Front-loading, Student retraining=true2023.10 | 0.637 | |
| CoresetSelection Strategy=Coreset, Student retraining=true2023.10 | 0.637 | |
| RandomSelection Strategy=Random, Student retraining=true2023.10 | 0.614 |