Merge pull request #5631 from RasaHQ/update-regulariztion

Set regularization constant in `EmbeddingIntentClassifier` to 0.001
RasaHQ · Apr 15, 2020 · 58b3204 · 58b3204
2 parents 2434e54 + 706d753
commit 58b3204
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diff --git a/changelog/5631.misc.rst b/changelog/5631.misc.rst
@@ -0,0 +1 @@
+Set regularization constant in ``EmbeddingIntentClassifier`` to 0.001.
diff --git a/rasa/nlu/classifiers/embedding_intent_classifier.py b/rasa/nlu/classifiers/embedding_intent_classifier.py
@@ -117,7 +117,7 @@ def required_components(cls) -> List[Type[Component]]:
         SCALE_LOSS: True,
         # ## Regularization parameters
         # The scale of regularization
-        REGULARIZATION_CONSTANT: 0.002,
+        REGULARIZATION_CONSTANT: 0.001,
         # The scale of how important is to minimize the maximum similarity
         # between embeddings of different labels.
         NEGATIVE_MARGIN_SCALE: 0.8,
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		Set regularization constant in ``EmbeddingIntentClassifier`` to 0.001.