From 45ad8a7e71023f9f967c7c9510d1a1bbf4a54e58 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Franz=20Kir=C3=A1ly?= <fkiraly@gcos.ai>
Date: Sun, 24 Aug 2025 16:24:13 +0200
Subject: [PATCH] Update sktime_forecasting.py

---
 src/hyperactive/experiment/integrations/sktime_forecasting.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/hyperactive/experiment/integrations/sktime_forecasting.py b/src/hyperactive/experiment/integrations/sktime_forecasting.py
index 98c53a44..0f876d70 100644
--- a/src/hyperactive/experiment/integrations/sktime_forecasting.py
+++ b/src/hyperactive/experiment/integrations/sktime_forecasting.py
@@ -210,8 +210,10 @@ def _evaluate(self, params):
         """
         from sktime.forecasting.model_evaluation import evaluate
 
+        forecaster = self.forecaster.clone().set_params(**params)
+
         results = evaluate(
-            self.forecaster,
+            forecaster,
             cv=self.cv,
             y=self.y,
             X=self.X,