Neural Caching on RT-Polarity
0.896Online Accuracy (AUC)Margin Sampling
Evaluation Results
| Method | Links | |
|---|---|---|
| Margin Samplingstudent retraining=none, initial budget N=10002023.10 | 0.896 | |
| Query by Committeestudent retraining=none, initial budget N=10002023.10 | 0.889 | |
| Margin SamplingSelection Strategy=Margin Sampling, Student retraining=true2023.10 | 0.889 | |
| Query by CommitteeSelection Strategy=Query by Committee, Student retraining=true2023.10 | 0.887 | |
| Randomstudent retraining=none, initial budget N=10002023.10 | 0.886 | |
| EntropySelection Strategy=Entropy, Student retraining=true2023.10 | 0.886 | |
| Front-loadingSelection Strategy=Front-loading, Student retraining=true2023.10 | 0.879 | |
| CoresetSelection Strategy=Coreset, Student retraining=true2023.10 | 0.878 | |
| RandomSelection Strategy=Random, Student retraining=true2023.10 | 0.872 |