Contextual Bandit on Covertype (OpenML)
3,480Final Cumulative RegretLinTS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LinTSContext Dimension (P x K)=9 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 3,480 | 79.9 | 3.89 | |
| XGBoostTSContext Dimension (P x K)=9 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 3,541.3 | 60.2 | 2.33 | |
| RFTSContext Dimension (P x K)=9 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 3,582.4 | 66.4 | 3.11 | |
| LinUCBContext Dimension (P x K)=9 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 3,709.9 | 46.8 | 4.78 | |
| BFTSContext Dimension (P x K)=9 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 3,734.3 | 161.2 | 1.89 | |
| NeuralTSContext Dimension (P x K)=9 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 4,695.5 | 1,009.3 | 5 |