diff --git a/bob/pad/face/algorithm/VideoCascadeSvmPadAlgorithm.py b/bob/pad/face/algorithm/VideoCascadeSvmPadAlgorithm.py
index 440d88764582d64fb84bf4260984fa8d438dcbe3..2eb1bd8a825a187dacc8c1960bdf6654af99820e 100644
--- a/bob/pad/face/algorithm/VideoCascadeSvmPadAlgorithm.py
+++ b/bob/pad/face/algorithm/VideoCascadeSvmPadAlgorithm.py
@@ -970,11 +970,11 @@ class VideoCascadeSvmPadAlgorithm(Algorithm):
 
         if self.frame_level_scores_flag:
 
-            score = toscore[:,0] # here score is a 1D array containing scores for each frame
+            score = toscore # here score is a 1D array containing scores for each frame
 
         else:
 
-            score = np.mean( toscore[:,0] ) # compute a single score per video
+            score = np.mean( toscore ) # compute a single score per video
 
         return score