Class: Google::Apis::DialogflowV3beta1::GoogleCloudDialogflowCxV3beta1NluSettings

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/dialogflow_v3beta1/classes.rb,
lib/google/apis/dialogflow_v3beta1/representations.rb,
lib/google/apis/dialogflow_v3beta1/representations.rb

Overview

Settings related to NLU.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudDialogflowCxV3beta1NluSettings

Returns a new instance of GoogleCloudDialogflowCxV3beta1NluSettings.



5624
5625
5626
 
# File 'lib/google/apis/dialogflow_v3beta1/classes.rb', line 5624

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. Corresponds to the JSON property classificationThreshold

Returns:

  • (Float) 


5612
5613
5614
 
# File 'lib/google/apis/dialogflow_v3beta1/classes.rb', line 5612

def classification_threshold
  @classification_threshold
end

#model_training_mode ⇒ String

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

Returns:

  • (String) 


5617
5618
5619
 
# File 'lib/google/apis/dialogflow_v3beta1/classes.rb', line 5617

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) 


5622
5623
5624
 
# File 'lib/google/apis/dialogflow_v3beta1/classes.rb', line 5622

def model_type
  @model_type
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



5629
5630
5631
5632
5633
 
# File 'lib/google/apis/dialogflow_v3beta1/classes.rb', line 5629

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