Class: Google::Cloud::Dialogflow::V2::SmartReplyMetrics::TopNMetrics

Inherits:

Object

Object
Google::Cloud::Dialogflow::V2::SmartReplyMetrics::TopNMetrics

show all

Extended by:: Protobuf::MessageExts::ClassMethods

Includes:: Protobuf::MessageExts

Defined in:: proto_docs/google/cloud/dialogflow/v2/conversation_model.rb

Overview

Evaluation metrics when retrieving n smart replies with the model.

Instance Attribute Summary collapse

#n ⇒ ::Integer
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 Attribute Details

#n ⇒ `::Integer`

Returns 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.

Returns:

(::Integer) —
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.

# File 'proto_docs/google/cloud/dialogflow/v2/conversation_model.rb', line 261

class TopNMetrics
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#recall ⇒ `::Float`

Returns 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.