Class: Google::Apis::DialogflowV3::GoogleCloudDialogflowCxV3NluSettings

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/dialogflow_v3/classes.rb,
lib/google/apis/dialogflow_v3/representations.rb,
lib/google/apis/dialogflow_v3/representations.rb

Overview

Settings related to NLU.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudDialogflowCxV3NluSettings

Returns a new instance of GoogleCloudDialogflowCxV3NluSettings.



5570
5571
5572
 
# File 'lib/google/apis/dialogflow_v3/classes.rb', line 5570

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#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. If the returned score value is less than the threshold value, then a no-match event will be triggered. The score values range from 0.0 (completely uncertain) to 1.0 (completely certain). If set to 0. 0, the default of 0.3 is used. You can set a separate classification threshold for the flow in each language enabled for the agent. Corresponds to the JSON property classificationThreshold

Returns:

  • (Float) 


5558
5559
5560
 
# File 'lib/google/apis/dialogflow_v3/classes.rb', line 5558

def classification_threshold
  @classification_threshold
end

#model_training_mode ⇒ String

Indicates NLU model training mode. Corresponds to the JSON property modelTrainingMode

Returns:

  • (String) 


5563
5564
5565
 
# File 'lib/google/apis/dialogflow_v3/classes.rb', line 5563

def model_training_mode
  @model_training_mode
end

#model_type ⇒ String

Indicates the type of NLU model. Corresponds to the JSON property modelType

Returns:

  • (String) 


5568
5569
5570
 
# File 'lib/google/apis/dialogflow_v3/classes.rb', line 5568

def model_type
  @model_type
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



5575
5576
5577
5578
5579
 
# File 'lib/google/apis/dialogflow_v3/classes.rb', line 5575

def update!(**args)
  @classification_threshold = args[:classification_threshold] if args.key?(:classification_threshold)
  @model_training_mode = args[:model_training_mode] if args.key?(:model_training_mode)
  @model_type = args[:model_type] if args.key?(:model_type)
end