Class: Google::Cloud::Dialogflow::CX::V3::NluSettings
- Inherits:
-
Object
- Object
- Google::Cloud::Dialogflow::CX::V3::NluSettings
- Extended by:
- Protobuf::MessageExts::ClassMethods
- Includes:
- Protobuf::MessageExts
- Defined in:
- proto_docs/google/cloud/dialogflow/cx/v3/flow.rb
Overview
Settings related to NLU.
Defined Under Namespace
Modules: ModelTrainingMode, ModelType
Instance Attribute Summary collapse
-
#classification_threshold ⇒ ::Float
To filter out false positive results and still get variety in matched natural language inputs for your agent, you can tune the machine learning classification threshold.
-
#model_training_mode ⇒ ::Google::Cloud::Dialogflow::CX::V3::NluSettings::ModelTrainingMode
Indicates NLU model training mode.
-
#model_type ⇒ ::Google::Cloud::Dialogflow::CX::V3::NluSettings::ModelType
Indicates the type of NLU model.
Instance Attribute Details
#classification_threshold ⇒ ::Float
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# File 'proto_docs/google/cloud/dialogflow/cx/v3/flow.rb', line 40 class NluSettings include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods # NLU model type. module ModelType # Not specified. `MODEL_TYPE_STANDARD` will be used. MODEL_TYPE_UNSPECIFIED = 0 # Use standard NLU model. MODEL_TYPE_STANDARD = 1 # Use advanced NLU model. MODEL_TYPE_ADVANCED = 3 end # NLU model training mode. module ModelTrainingMode # Not specified. `MODEL_TRAINING_MODE_AUTOMATIC` will be used. MODEL_TRAINING_MODE_UNSPECIFIED = 0 # NLU model training is automatically triggered when a flow gets modified. # User can also manually trigger model training in this mode. MODEL_TRAINING_MODE_AUTOMATIC = 1 # User needs to manually trigger NLU model training. Best for large flows # whose models take long time to train. MODEL_TRAINING_MODE_MANUAL = 2 end end |
#model_training_mode ⇒ ::Google::Cloud::Dialogflow::CX::V3::NluSettings::ModelTrainingMode
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# File 'proto_docs/google/cloud/dialogflow/cx/v3/flow.rb', line 40 class NluSettings include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods # NLU model type. module ModelType # Not specified. `MODEL_TYPE_STANDARD` will be used. MODEL_TYPE_UNSPECIFIED = 0 # Use standard NLU model. MODEL_TYPE_STANDARD = 1 # Use advanced NLU model. MODEL_TYPE_ADVANCED = 3 end # NLU model training mode. module ModelTrainingMode # Not specified. `MODEL_TRAINING_MODE_AUTOMATIC` will be used. MODEL_TRAINING_MODE_UNSPECIFIED = 0 # NLU model training is automatically triggered when a flow gets modified. # User can also manually trigger model training in this mode. MODEL_TRAINING_MODE_AUTOMATIC = 1 # User needs to manually trigger NLU model training. Best for large flows # whose models take long time to train. MODEL_TRAINING_MODE_MANUAL = 2 end end |
#model_type ⇒ ::Google::Cloud::Dialogflow::CX::V3::NluSettings::ModelType
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# File 'proto_docs/google/cloud/dialogflow/cx/v3/flow.rb', line 40 class NluSettings include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods # NLU model type. module ModelType # Not specified. `MODEL_TYPE_STANDARD` will be used. MODEL_TYPE_UNSPECIFIED = 0 # Use standard NLU model. MODEL_TYPE_STANDARD = 1 # Use advanced NLU model. MODEL_TYPE_ADVANCED = 3 end # NLU model training mode. module ModelTrainingMode # Not specified. `MODEL_TRAINING_MODE_AUTOMATIC` will be used. MODEL_TRAINING_MODE_UNSPECIFIED = 0 # NLU model training is automatically triggered when a flow gets modified. # User can also manually trigger model training in this mode. MODEL_TRAINING_MODE_AUTOMATIC = 1 # User needs to manually trigger NLU model training. Best for large flows # whose models take long time to train. MODEL_TRAINING_MODE_MANUAL = 2 end end |