ArmMachineLearningModelFactory.TextNer Method

Reference

Definition

Namespace:: Azure.ResourceManager.MachineLearning.Models

Assembly:: Azure.ResourceManager.MachineLearning.dll

Package:: Azure.ResourceManager.MachineLearning v1.2.1

Package:: Azure.ResourceManager.MachineLearning v1.2.0-beta.3

Important

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Overloads

TextNer(Nullable<MachineLearningLogVerbosity>, MachineLearningTableJobInput, String, Nullable<ClassificationPrimaryMetric>, NlpVerticalLimitSettings, String, MachineLearningTableJobInput)	Initializes a new instance of TextNer.
TextNer(Nullable<MachineLearningLogVerbosity>, String, MachineLearningTableJobInput, Nullable<ClassificationPrimaryMetric>, String, NlpFixedParameters, NlpVerticalLimitSettings, IEnumerable<NlpParameterSubspace>, NlpSweepSettings, MachineLearningTableJobInput)	Initializes a new instance of TextNer.

TextNer(Nullable<MachineLearningLogVerbosity>, MachineLearningTableJobInput, String, Nullable<ClassificationPrimaryMetric>, NlpVerticalLimitSettings, String, MachineLearningTableJobInput)

Source:: ArmMachineLearningModelFactory.cs

Initializes a new instance of TextNer.

public static Azure.ResourceManager.MachineLearning.Models.TextNer TextNer (Azure.ResourceManager.MachineLearning.Models.MachineLearningLogVerbosity? logVerbosity = default, Azure.ResourceManager.MachineLearning.Models.MachineLearningTableJobInput trainingData = default, string targetColumnName = default, Azure.ResourceManager.MachineLearning.Models.ClassificationPrimaryMetric? primaryMetric = default, Azure.ResourceManager.MachineLearning.Models.NlpVerticalLimitSettings limitSettings = default, string featurizationDatasetLanguage = default, Azure.ResourceManager.MachineLearning.Models.MachineLearningTableJobInput validationData = default);

static member TextNer : Nullable<Azure.ResourceManager.MachineLearning.Models.MachineLearningLogVerbosity> * Azure.ResourceManager.MachineLearning.Models.MachineLearningTableJobInput * string * Nullable<Azure.ResourceManager.MachineLearning.Models.ClassificationPrimaryMetric> * Azure.ResourceManager.MachineLearning.Models.NlpVerticalLimitSettings * string * Azure.ResourceManager.MachineLearning.Models.MachineLearningTableJobInput -> Azure.ResourceManager.MachineLearning.Models.TextNer

Public Shared Function TextNer (Optional logVerbosity As Nullable(Of MachineLearningLogVerbosity) = Nothing, Optional trainingData As MachineLearningTableJobInput = Nothing, Optional targetColumnName As String = Nothing, Optional primaryMetric As Nullable(Of ClassificationPrimaryMetric) = Nothing, Optional limitSettings As NlpVerticalLimitSettings = Nothing, Optional featurizationDatasetLanguage As String = Nothing, Optional validationData As MachineLearningTableJobInput = Nothing) As TextNer

Parameters

logVerbosity: Nullable<MachineLearningLogVerbosity>

Log verbosity for the job.

trainingData: MachineLearningTableJobInput

[Required] Training data input.

targetColumnName: String

Target column name: This is prediction values column. Also known as label column name in context of classification tasks.

primaryMetric: Nullable<ClassificationPrimaryMetric>

Primary metric for Text-NER task. Only 'Accuracy' is supported for Text-NER, so user need not set this explicitly.

limitSettings: NlpVerticalLimitSettings

Execution constraints for AutoMLJob.

featurizationDatasetLanguage: String

Featurization inputs needed for AutoML job.

validationData: MachineLearningTableJobInput

Validation data inputs.

Returns

TextNer

A new TextNer instance for mocking.

Applies to

TextNer(Nullable<MachineLearningLogVerbosity>, String, MachineLearningTableJobInput, Nullable<ClassificationPrimaryMetric>, String, NlpFixedParameters, NlpVerticalLimitSettings, IEnumerable<NlpParameterSubspace>, NlpSweepSettings, MachineLearningTableJobInput)

Source:: ArmMachineLearningModelFactory.cs

Initializes a new instance of TextNer.

public static Azure.ResourceManager.MachineLearning.Models.TextNer TextNer (Azure.ResourceManager.MachineLearning.Models.MachineLearningLogVerbosity? logVerbosity = default, string targetColumnName = default, Azure.ResourceManager.MachineLearning.Models.MachineLearningTableJobInput trainingData = default, Azure.ResourceManager.MachineLearning.Models.ClassificationPrimaryMetric? primaryMetric = default, string featurizationDatasetLanguage = default, Azure.ResourceManager.MachineLearning.Models.NlpFixedParameters fixedParameters = default, Azure.ResourceManager.MachineLearning.Models.NlpVerticalLimitSettings limitSettings = default, System.Collections.Generic.IEnumerable<Azure.ResourceManager.MachineLearning.Models.NlpParameterSubspace> searchSpace = default, Azure.ResourceManager.MachineLearning.Models.NlpSweepSettings sweepSettings = default, Azure.ResourceManager.MachineLearning.Models.MachineLearningTableJobInput validationData = default);

static member TextNer : Nullable<Azure.ResourceManager.MachineLearning.Models.MachineLearningLogVerbosity> * string * Azure.ResourceManager.MachineLearning.Models.MachineLearningTableJobInput * Nullable<Azure.ResourceManager.MachineLearning.Models.ClassificationPrimaryMetric> * string * Azure.ResourceManager.MachineLearning.Models.NlpFixedParameters * Azure.ResourceManager.MachineLearning.Models.NlpVerticalLimitSettings * seq<Azure.ResourceManager.MachineLearning.Models.NlpParameterSubspace> * Azure.ResourceManager.MachineLearning.Models.NlpSweepSettings * Azure.ResourceManager.MachineLearning.Models.MachineLearningTableJobInput -> Azure.ResourceManager.MachineLearning.Models.TextNer

Public Shared Function TextNer (Optional logVerbosity As Nullable(Of MachineLearningLogVerbosity) = Nothing, Optional targetColumnName As String = Nothing, Optional trainingData As MachineLearningTableJobInput = Nothing, Optional primaryMetric As Nullable(Of ClassificationPrimaryMetric) = Nothing, Optional featurizationDatasetLanguage As String = Nothing, Optional fixedParameters As NlpFixedParameters = Nothing, Optional limitSettings As NlpVerticalLimitSettings = Nothing, Optional searchSpace As IEnumerable(Of NlpParameterSubspace) = Nothing, Optional sweepSettings As NlpSweepSettings = Nothing, Optional validationData As MachineLearningTableJobInput = Nothing) As TextNer