Piecewise low-rank bandit on MovieLens 100K
1SPSC/LinUCB RatioSPSC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPSCAmbient dimension=55, Latent rank=102026.05 | 1 | — | |
| SPSCAmbient dimension=105, Latent rank=102026.05 | 0.97 | — | |
| SPSCAmbient dimension=200, Latent rank=102026.05 | 0.92 | — | |
| SPSCAmbient dimension=200, Latent rank=52026.05 | 0.92 | — | |
| SPSC-AdaptiveAmbient dimension=55, Latent rank=102026.05 | — | 1 | |
| SPSC-AdaptiveAmbient dimension=105, Latent rank=102026.05 | — | 0.97 | |
| SPSC-AdaptiveAmbient dimension=200, Latent rank=102026.05 | — | 0.93 |