TextClassification Class

Reference

Definition

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

Assembly:: Az.MachineLearningServices.private.dll

Important

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Text Classification task in AutoML NLP vertical. NLP - Natural Language Processing.

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.TextClassificationTypeConverter))]
public class TextClassification : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ITextClassification, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

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

Public Class TextClassification
Implements ITextClassification, IValidates

Inheritance: Object
TextClassification

Attributes: TypeConverterAttribute

Implements: IAutoMlVertical INlpVertical ITextClassification IJsonSerializable IValidates

Constructors

TextClassification()

Creates an new TextClassification 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-Classification task.
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 TextClassification.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of TextClassification.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ITextClassification.
FromJsonString(String)	Creates a new instance of TextClassification, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of TextClassification 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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