Multi-objective ensemble API (#1485)

* Multi-objective ensemble API Co-authored-by: eddiebergman <[email protected]> * update for rebase, add loading of X_data in ensemble builder * Add unit tests * Fix unittest?, increase coverage (hopefully) * Rename methods to be Pareto set methods Co-authored-by: eddiebergman <[email protected]>
automl · May 30, 2022 · 25f0be6 · 25f0be6
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commit 25f0be6
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diff --git a/autosklearn/automl.py b/autosklearn/automl.py
diff --git a/autosklearn/data/target_validator.py b/autosklearn/data/target_validator.py
@@ -171,10 +171,8 @@ def _fit(
                 f" Data involved = {shape}/{self.type_of_target}"
             )
 
-        # Creat the encoder
-        self.encoder = OrdinalEncoder(
-            handle_unknown="use_encoded_value", unknown_value=-1
-        )
+        # Create the encoder
+        self.encoder = OrdinalEncoder(handle_unknown="error")
 
         # Clear typing to just numpy arrays and pandas
         if isinstance(y_train, List):