Merge pull request #3993 from nzw0301/resolve-deprecated-message-from…

…-sklearn Use `log_loss` instead of deprecated `log` since `sklearn` 1.1
optuna · Sep 12, 2022 · 09e3dd9 · 09e3dd9
2 parents 45b0a1c + 98c9fee
commit 09e3dd9
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/tutorial/20_recipes/006_user_defined_pruner.py b/tutorial/20_recipes/006_user_defined_pruner.py
@@ -108,7 +108,7 @@ def objective(trial):
         iris.data, iris.target, train_size=100, test_size=50, random_state=0
     )
 
-    loss = trial.suggest_categorical("loss", ["hinge", "log", "perceptron"])
+    loss = trial.suggest_categorical("loss", ["hinge", "log_loss", "perceptron"])
     alpha = trial.suggest_float("alpha", 0.00001, 0.001, log=True)
     clf = SGDClassifier(loss=loss, alpha=alpha, random_state=0)
     score = 0