From e31f22641f301416862f438cfe1bb7f4de1ec439 Mon Sep 17 00:00:00 2001
From: Laura Cagigal <cagigall@unican.es>
Date: Mon, 31 Aug 2026 16:17:00 +0200
Subject: [PATCH] change iloc to loc, for missing clusters

---
 bluemath_tk/datamining/som.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bluemath_tk/datamining/som.py b/bluemath_tk/datamining/som.py
index c356750..034cc07 100644
--- a/bluemath_tk/datamining/som.py
+++ b/bluemath_tk/datamining/som.py
@@ -370,7 +370,7 @@ def predict(self, data: pd.DataFrame) -> Tuple[np.ndarray, pd.DataFrame]:
             normalized_data=normalized_data.values
         )
 
-        return winner_neurons, self.centroids.iloc[winner_neurons]
+        return winner_neurons, self.centroids.loc[winner_neurons]
 
     def fit_predict(
         self,