public sealed class SmartReplyMetrics.Types.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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-07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.\u003c/p\u003e\n"],["\u003cp\u003eIt lists various versions of the Dialogflow v2 API, from version 3.2.0 up to the latest version 4.26.0, with links to their respective documentation.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eTopNMetrics\u003c/code\u003e class is used to evaluate metrics when retrieving a certain number of smart replies (\u003ccode\u003en\u003c/code\u003e) from the model.\u003c/p\u003e\n"],["\u003cp\u003eThe class has properties such as \u003ccode\u003eN\u003c/code\u003e, which is the number of retrieved smart replies, and \u003ccode\u003eRecall\u003c/code\u003e, which measures the accuracy of the smart replies.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eSmartReplyMetrics.Types.TopNMetrics\u003c/code\u003e class inherits from \u003ccode\u003eobject\u003c/code\u003e and implements multiple interfaces including \u003ccode\u003eIMessage\u003c/code\u003e, \u003ccode\u003eIEquatable\u003c/code\u003e, \u003ccode\u003eIDeepCloneable\u003c/code\u003e, and \u003ccode\u003eIBufferMessage\u003c/code\u003e.\u003c/p\u003e\n"]]],[],null,[]]
