Clinical dosing on Warfarin (IWPC cohort)
177Costed RegretOracle LinUCB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oracle LinUCBr=3, d=93, K=8, T=5,000, seeds=102026.05 | 177 | 91.2 | |
| SPSC-Adaptiver=3, d=93, K=8, T=5,000, seeds=102026.05 | 657 | 67.3 | |
| LowOFULr=3, d=93, K=8, T=5,000, seeds=102026.05 | 683 | 66 | |
| VOFULr=3, d=93, K=8, T=5,000, seeds=102026.05 | 779 | 61.2 | |
| LowRank-Rewardr=3, d=93, K=8, T=5,000, seeds=102026.05 | 1,056 | 47.4 | |
| SPSC Alg. 1r=3, d=93, K=8, T=5,000, seeds=102026.05 | 1,372 | 31.6 | |
| LinUCBr=3, d=93, K=8, T=5,000, seeds=102026.05 | 2,006 | — | |
| SW-LinUCBr=3, d=93, K=8, T=5,000, seeds=102026.05 | 2,096 | 4.5 |