Contextual Bandit on EEGEyeState OpenML
2,132.3Final Cumulative RegretXGBoostTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XGBoostTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 2,132.3 | 38.5 | 2.33 | |
| BFTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 2,273.5 | 39.9 | 1.89 | |
| RFTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 2,635.2 | 86.9 | 3.11 | |
| LinUCBContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 3,615.3 | 31.1 | 4.78 | |
| LinTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 3,623.5 | 54.7 | 3.89 | |
| NeuralTSContext Dimension (P x K)=15 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 4,962.5 | 36.8 | 5 |