diff --git a/n3fit/runcards/hyperopt_studies/restricted_search_space_renew_hyperopt.yml b/n3fit/runcards/hyperopt_studies/restricted_search_space_renew_hyperopt.yml
index cad7defc0b..4e6924139e 100644
--- a/n3fit/runcards/hyperopt_studies/restricted_search_space_renew_hyperopt.yml
+++ b/n3fit/runcards/hyperopt_studies/restricted_search_space_renew_hyperopt.yml
@@ -128,11 +128,7 @@ kfold:
       loss_type: chi2
       replica_statistic: average_best
       fold_statistic: average
-      penalties:
-        - saturation
-        - patience
-        - integrability
-      threshold: 10
+      threshold: 20
       partitions:
       - datasets:
         # DIS