Off-policy model selection on KuaiRec
28Top-1 AccuracyTree-DR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Tree-DRPropensity source=Forward-DP-enabled, K=4, Nlog=10002026.05 | 28 | 0.42 | 0.056 | |
| Tree-WISPropensity source=Trajectory IS, K=4, Nlog=10002026.05 | 26 | 0.24 | 0.059 | |
| DP-MPL-WISPropensity source=Forward-DP-enabled, K=4, Nlog=10002026.05 | 26 | 0.22 | 0.075 | |
| FF-WISPropensity source=Forward-flow IS, K=4, Nlog=10002026.05 | 22 | 0.27 | 0.058 | |
| FF-DRPropensity source=Forward-flow IS, K=4, Nlog=10002026.05 | 18 | 0.35 | 0.072 | |
| DP-MPL-OISPropensity source=Forward-DP-enabled, K=4, Nlog=10002026.05 | 10 | -0.53 | 0.369 | |
| FF-OISPropensity source=Forward-flow IS, K=4, Nlog=10002026.05 | 8 | -0.45 | 0.204 | |
| DP-OPCB-DRPropensity source=Forward-DP-enabled, K=4, Nlog=10002026.05 | 8 | 0.38 | 0.051 | |
| Tree-OISPropensity source=Trajectory IS, K=4, Nlog=10002026.05 | 6 | -0.53 | 0.209 | |
| DP-OPCB-OISPropensity source=Forward-DP-enabled, K=4, Nlog=10002026.05 | 2 | 0.09 | 0.09 |