diff --git a/autoPyTorch/pipeline/components/setup/traditional_ml/traditional_learner/learners.py b/autoPyTorch/pipeline/components/setup/traditional_ml/traditional_learner/learners.py
index eeb1094f1..220c52dcd 100644
--- a/autoPyTorch/pipeline/components/setup/traditional_ml/traditional_learner/learners.py
+++ b/autoPyTorch/pipeline/components/setup/traditional_ml/traditional_learner/learners.py
@@ -135,7 +135,11 @@ def _fit(self, X_train: np.ndarray,
         X_train_pooled = Pool(data=X_train, label=y_train, cat_features=categoricals)
         X_val_pooled = Pool(data=X_val, label=y_val, cat_features=categoricals)
 
-        self.model.fit(X_train_pooled, eval_set=X_val_pooled, use_best_model=True, early_stopping_rounds=early_stopping)
+        self.model.fit(X_train_pooled,
+                       eval_set=X_val_pooled,
+                       use_best_model=True,
+                       early_stopping_rounds=early_stopping,
+                       verbose=False)
 
     @staticmethod
     def get_properties(