public sealed class TopNMetrics : IMessage<SmartReplyMetrics.Types.TopNMetrics>, IEquatable<SmartReplyMetrics.Types.TopNMetrics>, IDeepCloneable<SmartReplyMetrics.Types.TopNMetrics>, IBufferMessage, IMessage
Reference documentation and code samples for the Google Cloud Dialogflow v2 API class SmartReplyMetrics.Types.TopNMetrics.
Evaluation metrics when retrieving n smart replies with the model.
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.
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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-07 UTC."],[[["\u003cp\u003eThis webpage provides reference documentation for the \u003ccode\u003eSmartReplyMetrics.Types.TopNMetrics\u003c/code\u003e class within the Google Cloud Dialogflow v2 API, detailing its functionality and usage in .NET environments.\u003c/p\u003e\n"],["\u003cp\u003eThe content outlines a comprehensive list of available versions for the \u003ccode\u003eSmartReplyMetrics.Types.TopNMetrics\u003c/code\u003e class, starting from version 3.2.0 up to the latest release of 4.26.0.\u003c/p\u003e\n"],["\u003cp\u003e\u003ccode\u003eTopNMetrics\u003c/code\u003e is used to evaluate metrics when retrieving a specified number (\u003ccode\u003en\u003c/code\u003e) of smart replies from the Dialogflow model.\u003c/p\u003e\n"],["\u003cp\u003eThe class \u003ccode\u003eTopNMetrics\u003c/code\u003e includes two key properties: \u003ccode\u003eN\u003c/code\u003e, representing the number of retrieved smart replies, and \u003ccode\u003eRecall\u003c/code\u003e, a metric evaluating the similarity between retrieved smart replies and the actual user reply, ranging from 0.0 to 1.0.\u003c/p\u003e\n"],["\u003cp\u003eThe page showcases that the \u003ccode\u003eTopNMetrics\u003c/code\u003e class implements interfaces like \u003ccode\u003eIMessage\u003c/code\u003e, \u003ccode\u003eIEquatable\u003c/code\u003e, \u003ccode\u003eIDeepCloneable\u003c/code\u003e, and \u003ccode\u003eIBufferMessage\u003c/code\u003e, and has a namespace of \u003ccode\u003eGoogle.Cloud.Dialogflow.V2\u003c/code\u003e.\u003c/p\u003e\n"]]],[],null,[]]
