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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-07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 documentation for the \u003ccode\u003eSmartReplyMetrics.Types.TopNMetrics\u003c/code\u003e class within the Google Cloud Dialogflow v2 API for .NET, covering versions from 3.2.0 to the latest version 4.26.0.\u003c/p\u003e\n"],["\u003cp\u003e\u003ccode\u003eTopNMetrics\u003c/code\u003e is used to evaluate metrics when the Dialogflow model retrieves 'n' smart replies, allowing developers to understand the performance of the smart reply feature.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eTopNMetrics\u003c/code\u003e class includes properties such as \u003ccode\u003eN\u003c/code\u003e, representing the number of smart replies retrieved, and \u003ccode\u003eRecall\u003c/code\u003e, indicating the proportion of queries where at least one of the top n smart replies was similar to the actual reply.\u003c/p\u003e\n"],["\u003cp\u003eThe class \u003ccode\u003eTopNMetrics\u003c/code\u003e has a public constructor \u003ccode\u003eTopNMetrics()\u003c/code\u003e and a constructor with a \u003ccode\u003eSmartReplyMetrics.Types.TopNMetrics\u003c/code\u003e parameter.\u003c/p\u003e\n"],["\u003cp\u003eThe implemented interfaces of \u003ccode\u003eTopNMetrics\u003c/code\u003e include IMessage, IEquatable, IDeepCloneable, and IBufferMessage.\u003c/p\u003e\n"]]],[],null,[]]
