Contextual Bandit on Adult (OpenML)
1,538.7Final Cumulative RegretBFTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BFTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 1,538.7 | 41.2 | 1.89 | |
| XGBoostTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 1,557 | 37.3 | 2.33 | |
| RFTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 1,625.3 | 41.8 | 3.11 | |
| LinTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 1,756.4 | 100.9 | 3.89 | |
| LinUCBContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 1,771.7 | 22.4 | 4.78 | |
| NeuralTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 3,979.7 | 1,684.3 | 5 |