TextClassificationMultilabel Class

Reference

Definition

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

Assembly:: Az.MachineLearningServices.private.dll

Important

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

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.TextClassificationMultilabelTypeConverter))]
public class TextClassificationMultilabel : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ITextClassificationMultilabel, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

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

Public Class TextClassificationMultilabel
Implements ITextClassificationMultilabel, IValidates

Inheritance: Object
TextClassificationMultilabel

Attributes: TypeConverterAttribute

Implements: IAutoMlVertical INlpVertical ITextClassificationMultilabel IJsonSerializable IValidates

Constructors

TextClassificationMultilabel()

Creates an new TextClassificationMultilabel 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-Multilabel task. Currently only Accuracy is supported as primary metric, hence user need not set it 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 TextClassificationMultilabel.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of TextClassificationMultilabel.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ITextClassificationMultilabel.
FromJsonString(String)	Creates a new instance of TextClassificationMultilabel, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of TextClassificationMultilabel 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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