Contextual Bandit on MNIST OpenML
1,700.7Cumulative RegretNeuralTS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| NeuralTSContext Dimension (P x K)=785 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 1,700.7 | 81.2 | 5 | |
| XGBoostTSContext Dimension (P x K)=785 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 4,080.5 | 110.4 | 2.33 | |
| BFTSContext Dimension (P x K)=785 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 4,385.3 | 490.6 | 1.89 | |
| RFTSContext Dimension (P x K)=785 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 5,745.2 | 399.9 | 3.11 | |
| LinTSContext Dimension (P x K)=785 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 6,757.5 | 60.6 | 3.89 | |
| LinUCBContext Dimension (P x K)=785 x 10, Time steps (T)=10000, Replications (R)=122026.02 | 7,391.7 | 22.1 | 4.78 |