Merge pull request #314 from py-why/fix_policy_score

fix policy score
py-why · Aug 30, 2024 · 0572ea7 · 0572ea7
2 parents 0cd350e + d1d1416
commit 0572ea7
Showing 1 changed file with 1 addition and 10 deletions.
diff --git a/causaltune/scoring.py b/causaltune/scoring.py
@@ -513,16 +513,7 @@ def policy_risk_score(
             # Calculate propensity scores using the pre-fitted propensity model
             propensity_scores = (
                 self.psw_estimator.estimator.propensity_model.predict_proba(
-                    df.drop(
-                        [
-                            'index',
-                            'variant',
-                            'Y',
-                            'dy',
-                            'yhat'
-                        ],
-                        axis=1
-                    )
+                    df[['random'] + self.psw_estimator._effect_modifier_names]
                 )
             )
             if propensity_scores.ndim == 2: