Class: Google::Apis::DialogflowV2::GoogleCloudDialogflowV2SmartReplyMetricsTopNMetrics

Inherits:

Object

• Object
• Google::Apis::DialogflowV2::GoogleCloudDialogflowV2SmartReplyMetricsTopNMetrics

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/dialogflow_v2/classes.rb,
lib/google/apis/dialogflow_v2/representations.rb,
lib/google/apis/dialogflow_v2/representations.rb

Overview

Evaluation metrics when retrieving n smart replies with the model.

Instance Attribute Summary

• #n ⇒ Fixnum

  Number of retrieved smart replies.

• #recall ⇒ Float

  Defined as number of queries whose top n smart replies have at least one similar (token match similarity above the defined threshold) reply as the real reply divided by number of queries with at least one smart reply.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudDialogflowV2SmartReplyMetricsTopNMetrics constructor

  A new instance of GoogleCloudDialogflowV2SmartReplyMetricsTopNMetrics.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudDialogflowV2SmartReplyMetricsTopNMetrics

Returns a new instance of GoogleCloudDialogflowV2SmartReplyMetricsTopNMetrics.

# File 'lib/google/apis/dialogflow_v2/classes.rb', line 13921

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

Instance Attribute Details

#n ⇒ Fixnum

Number of retrieved smart replies. For example, when n is 3, this evaluation contains metrics for when Dialogflow retrieves 3 smart replies with the model. Corresponds to the JSON property n

Returns:

• (Fixnum)

# File 'lib/google/apis/dialogflow_v2/classes.rb', line 13911

def n
  @n
end

#recall ⇒ Float

Defined as number of queries whose top n smart replies have at least one similar (token match similarity above the defined threshold) reply as the real reply divided by number of queries with at least one smart reply. Value ranges from 0.0 to 1.0 inclusive. Corresponds to the JSON property recall

Returns:

• (Float)

# File 'lib/google/apis/dialogflow_v2/classes.rb', line 13919

def recall
  @recall
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/dialogflow_v2/classes.rb', line 13926

def update!(**args)
  @n = args[:n] if args.key?(:n)
  @recall = args[:recall] if args.key?(:recall)
end