TextNer Class

Reference

Definition

Namespace:: Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:: Az.MachineLearningServices.private.dll

Important

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Text-NER task in AutoML NLP vertical. NER - Named Entity Recognition. NLP - Natural Language Processing.

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.TextNerTypeConverter))]
public class TextNer : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ITextNer, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.TextNerTypeConverter))>]
type TextNer = class
    interface ITextNer
    interface IJsonSerializable
    interface INlpVertical
    interface IAutoMlVertical
    interface IValidates

Public Class TextNer
Implements ITextNer, IValidates

Inheritance: Object
TextNer

Attributes: TypeConverterAttribute

Implements: IAutoMlVertical INlpVertical ITextNer IJsonSerializable IValidates

Constructors

TextNer()

Creates an new TextNer instance.

Properties

FeaturizationSetting	Featurization inputs needed for AutoML job.
FeaturizationSettingDatasetLanguage	Dataset language, useful for the text data.
LimitSetting	Execution constraints for AutoMLJob.
LimitSettingMaxConcurrentTrial	Maximum Concurrent AutoML iterations.
LimitSettingMaxTrial	Number of AutoML iterations.
LimitSettingTimeout	AutoML job timeout.
LogVerbosity	Log verbosity for the job.
PrimaryMetric	Primary metric for Text-NER task. Only 'Accuracy' is supported for Text-NER, so user need not set this explicitly.
TargetColumnName	Target column name: This is prediction values column. Also known as label column name in context of classification tasks.
TaskType	[Required] Task type for AutoMLJob.
TrainingData	[Required] Training data input.
TrainingDataDescription	Description for the input.
TrainingDataJobInputType	[Required] Specifies the type of job.
TrainingDataMode	Input Asset Delivery Mode.
TrainingDataUri	[Required] Input Asset URI.
ValidationData	Validation data inputs.
ValidationDataDescription	Description for the input.
ValidationDataJobInputType	[Required] Specifies the type of job.
ValidationDataMode	Input Asset Delivery Mode.
ValidationDataUri	[Required] Input Asset URI.

Methods

DeserializeFromDictionary(IDictionary)	Deserializes a IDictionary into an instance of TextNer.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of TextNer.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ITextNer.
FromJsonString(String)	Creates a new instance of TextNer, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of TextNer into a JsonNode.
ToJsonString()	Serializes this instance to a json string.
ToString()
Validate(IEventListener)	Validates that this object meets the validation criteria.

Applies to

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