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TextAnalysisAuthoringModelFactory.EntityRecognitionEvalSummary Method

Definition

Namespace:
Azure.AI.Language.Text.Authoring
Assembly:
Azure.AI.Language.Text.Authoring.dll
Package:
Azure.AI.Language.Text.Authoring v1.0.0-beta.2
Source:
TextAnalysisAuthoringModelFactory.cs

Initializes a new instance of EntityRecognitionEvalSummary.

public static Azure.AI.Language.Text.Authoring.EntityRecognitionEvalSummary EntityRecognitionEvalSummary(System.Collections.Generic.IReadOnlyDictionary<string,Azure.AI.Language.Text.Authoring.TextAuthoringConfusionMatrixRow> confusionMatrix = default, System.Collections.Generic.IReadOnlyDictionary<string,Azure.AI.Language.Text.Authoring.TextAuthoringEntityEvalSummary> entities = default, float microF1 = 0, float microPrecision = 0, float microRecall = 0, float macroF1 = 0, float macroPrecision = 0, float macroRecall = 0);
static member EntityRecognitionEvalSummary : System.Collections.Generic.IReadOnlyDictionary<string, Azure.AI.Language.Text.Authoring.TextAuthoringConfusionMatrixRow> * System.Collections.Generic.IReadOnlyDictionary<string, Azure.AI.Language.Text.Authoring.TextAuthoringEntityEvalSummary> * single * single * single * single * single * single -> Azure.AI.Language.Text.Authoring.EntityRecognitionEvalSummary
Public Shared Function EntityRecognitionEvalSummary (Optional confusionMatrix As IReadOnlyDictionary(Of String, TextAuthoringConfusionMatrixRow) = Nothing, Optional entities As IReadOnlyDictionary(Of String, TextAuthoringEntityEvalSummary) = Nothing, Optional microF1 As Single = 0, Optional microPrecision As Single = 0, Optional microRecall As Single = 0, Optional macroF1 As Single = 0, Optional macroPrecision As Single = 0, Optional macroRecall As Single = 0) As EntityRecognitionEvalSummary

Parameters

confusionMatrix
IReadOnlyDictionary<String,TextAuthoringConfusionMatrixRow>

Represents the confusion matrix between two entities (the two entities can be the same). The matrix is between the entity that was labelled and the entity that was predicted.

entities
IReadOnlyDictionary<String,TextAuthoringEntityEvalSummary>

Represents the entities evaluation.

microF1
Single

Represents the micro F1. Expected value is a float between 0 and 1 inclusive.

microPrecision
Single

Represents the micro precision. Expected value is a float between 0 and 1 inclusive.

microRecall
Single

Represents the micro recall. Expected value is a float between 0 and 1 inclusive.

macroF1
Single

Represents the macro F1. Expected value is a float between 0 and 1 inclusive.

macroPrecision
Single

Represents the macro precision. Expected value is a float between 0 and 1 inclusive.

macroRecall
Single

Represents the macro recall. Expected value is a float between 0 and 1 inclusive.

Returns

EntityRecognitionEvalSummary

A new EntityRecognitionEvalSummary instance for mocking.

Applies to