Contextual Bandit on PageBlocks OpenML
266.3Final Cumulative RegretBFTS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BFTSContext Dimension (P x K)=11 x 5, Time steps (T)=10000, Replications (R)=122026.02 | 266.3 | 16.4 | 1.89 | |
| RFTSContext Dimension (P x K)=11 x 5, Time steps (T)=10000, Replications (R)=122026.02 | 292.8 | 22.4 | 3.11 | |
| XGBoostTSContext Dimension (P x K)=11 x 5, Time steps (T)=10000, Replications (R)=122026.02 | 296.3 | 14 | 2.33 | |
| LinTSContext Dimension (P x K)=11 x 5, Time steps (T)=10000, Replications (R)=122026.02 | 363.7 | 21.6 | 3.89 | |
| LinUCBContext Dimension (P x K)=11 x 5, Time steps (T)=10000, Replications (R)=122026.02 | 372.8 | 15.6 | 4.78 | |
| NeuralTSContext Dimension (P x K)=11 x 5, Time steps (T)=10000, Replications (R)=122026.02 | 421.9 | 30.5 | 5 |