Contextual Bandit on Shuttle OpenML
106.9Final Cumulative RegretBFTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BFTSContext Dimension (P x K)=10 x 7, Time steps (T)=10000, Replications (R)=122026.02 | 106.9 | 8.4 | 1.89 | |
| XGBoostTSContext Dimension (P x K)=10 x 7, Time steps (T)=10000, Replications (R)=122026.02 | 170.4 | 76.3 | 2.33 | |
| RFTSContext Dimension (P x K)=10 x 7, Time steps (T)=10000, Replications (R)=122026.02 | 175.6 | 52.9 | 3.11 | |
| NeuralTSContext Dimension (P x K)=10 x 7, Time steps (T)=10000, Replications (R)=122026.02 | 395.2 | 281.3 | 5 | |
| LinTSContext Dimension (P x K)=10 x 7, Time steps (T)=10000, Replications (R)=122026.02 | 699.2 | 138.3 | 3.89 | |
| LinUCBContext Dimension (P x K)=10 x 7, Time steps (T)=10000, Replications (R)=122026.02 | 766.9 | 35.4 | 4.78 |