fixes #31

I've used euclidean metric instead of taxicab as I feel it makes more sense (taxicab has bizzare unintuitive effects for points far from the centroids).
7 years ago · 8d56a0b630
parent 8c70433312
commit 8d56a0b630
1 changed files with 1 additions and 1 deletions
--- a/senpy/plugins/conversion/centroids.py
+++ b/senpy/plugins/conversion/centroids.py
@ -52,7 +52,7 @@ class CentroidConversion(EmotionConversionPlugin):
        dimensions = list(self.centroids.values())[0]

        def distance(e1, e2):
-            return sum((e1[k] - e2.get(k, 0)) for k in dimensions)
+            return sum((e1[k] - e2.get(k, 0)**2) for k in dimensions)

        emotion = ''
        mindistance = 10000000000000000000000.0