Contextual Bandit on Mushroom (OpenML)
53.9Final RegretBFTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BFTSContext Dimension (P x K)=23 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 53.9 | 7.6 | 1.89 | |
| RFTSContext Dimension (P x K)=23 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 69.1 | 19.6 | 3.11 | |
| XGBoostTSContext Dimension (P x K)=23 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 77.4 | 10 | 2.33 | |
| LinUCBContext Dimension (P x K)=23 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 414.8 | 49 | 4.78 | |
| LinTSContext Dimension (P x K)=23 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 500.6 | 135.1 | 3.89 | |
| NeuralTSContext Dimension (P x K)=23 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 789.4 | 1,468.7 | 5 |