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Set regularization constant in EmbeddingIntentClassifier to 0.001 #5631

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Apr 15, 2020
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Set regularization constant in EmbeddingIntentClassifier to 0.001 #5631

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715ff80
set regularization constant to 0.001
tabergma Apr 15, 2020
706d753
add changelog
tabergma Apr 15, 2020
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1 change: 1 addition & 0 deletions changelog/5631.misc.rst
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Set regularization constant in ``EmbeddingIntentClassifier`` to 0.001.
2 changes: 1 addition & 1 deletion rasa/nlu/classifiers/embedding_intent_classifier.py
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Expand Up @@ -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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