rename

dssm/dssm_model.py

@@ -162,7 +162,7 @@ def device_tractae_fe():
     click_df.drop("partition_date", inplace=True, axis=1)
     exposure_df.drop("partition_date", inplace=True, axis=1)
     base_df = pd.merge(click_df, exposure_df, how="outer", indicator="Exist")
-    base_df["label"] = np.where(base_df["Exist"] == "right_only", 0.5, 1.0)
+    base_df["label"] = np.where(base_df["Exist"] == "right_only", 0.75, 1.0)
     base_df.drop("Exist", inplace=True, axis=1)
 
     #
@@ -247,8 +247,6 @@ def device_tractae_fe():
     #
     df = pd.merge(pd.merge(base_df, device_fe_df), tractate_fe_df)
 
-    # a = pd.merge(base_df, tractate_fe_df, how="left", left_on="card_id", right_on="card_id")
-
     nullseries = df.isnull().sum()
     nulls = nullseries[nullseries > 0]
     if nulls.any():