fix padding value

joseprsm · Sep 30, 2022 · 113bfae · 113bfae
1 parent c1b6f6a
commit 113bfae
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/rexify/features/transform/sequence.py b/rexify/features/transform/sequence.py
@@ -55,7 +55,7 @@ def fit(self, X: pd.DataFrame, *_):
         self._user_id = get_target_id(self.schema, "user")[0]
         self._item_id = get_target_id(self.schema, "item")[0]
         self._columns = [col for col in X.columns if col != self._user_id]
-        self._padding = [-1] * (self._window_size - 2)
+        self._padding = [X[self._item_id].max() + 1] * (self._window_size - 2)
         return self
 
     def transform(self, X: pd.DataFrame):