Off-policy Evaluation (Existing Logging Policy) on Ad Log Data April 27-29, 2018 1.0 (test)
-30.2Shrinkage in CIRidge Logistic Regression
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ridge Logistic RegressionPropensity Score Estimator=Ridge Logistic Regression2018.09 | -30.2 | — | |
| Gradient Boosting MachinePropensity Score Estimator=Gradient Boosting Machine, Implementation=XGBoost2018.09 | -22.5 | — | |
| Random ForestPropensity Score Estimator=Random Forest2018.09 | -6.62 | — | |
| True Score (Benchmark)Propensity Score Estimator=True Score2018.09 | 0 | — |