TextClassificationMultilabel Class

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

Source:: TextClassificationMultilabel.cs

Source:: TextClassificationMultilabel.cs

Important

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

public class TextClassificationMultilabel : Azure.ResourceManager.MachineLearning.Models.AutoMLVertical, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.TextClassificationMultilabel>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.TextClassificationMultilabel>

public class TextClassificationMultilabel : Azure.ResourceManager.MachineLearning.Models.AutoMLVertical

type TextClassificationMultilabel = class
    inherit AutoMLVertical
    interface IJsonModel<TextClassificationMultilabel>
    interface IPersistableModel<TextClassificationMultilabel>

type TextClassificationMultilabel = class
    inherit AutoMLVertical

Public Class TextClassificationMultilabel
Inherits AutoMLVertical
Implements IJsonModel(Of TextClassificationMultilabel), IPersistableModel(Of TextClassificationMultilabel)

Public Class TextClassificationMultilabel
Inherits AutoMLVertical

Inheritance: Object

AutoMLVertical
TextClassificationMultilabel

Implements: IJsonModel<TextClassificationMultilabel> IPersistableModel<TextClassificationMultilabel> IPersistableModel<T>

Constructors

TextClassificationMultilabel(MachineLearningTableJobInput)

Initializes a new instance of TextClassificationMultilabel.

Properties

FeaturizationDatasetLanguage	Dataset language, useful for the text data.
FixedParameters	Model/training parameters that will remain constant throughout training.
LimitSettings	Execution constraints for AutoMLJob.
LogVerbosity	Log verbosity for the job. (Inherited from AutoMLVertical)
PrimaryMetric	Primary metric for Text-Classification-Multilabel task. Currently only Accuracy is supported as primary metric, hence user need not set it explicitly.
SearchSpace	Search space for sampling different combinations of models and their hyperparameters.
SweepSettings	Settings for model sweeping and hyperparameter tuning.
TargetColumnName	Target column name: This is prediction values column. Also known as label column name in context of classification tasks. (Inherited from AutoMLVertical)
TrainingData	[Required] Training data input. (Inherited from AutoMLVertical)
ValidationData	Validation data inputs.

Explicit Interface Implementations

IJsonModel<AutoMLVertical>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model. (Inherited from AutoMLVertical)
IJsonModel<AutoMLVertical>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter. (Inherited from AutoMLVertical)
IJsonModel<TextClassificationMultilabel>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.
IJsonModel<TextClassificationMultilabel>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter.
IPersistableModel<AutoMLVertical>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model. (Inherited from AutoMLVertical)
IPersistableModel<AutoMLVertical>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service. (Inherited from AutoMLVertical)
IPersistableModel<AutoMLVertical>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData. (Inherited from AutoMLVertical)
IPersistableModel<TextClassificationMultilabel>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model.
IPersistableModel<TextClassificationMultilabel>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.
IPersistableModel<TextClassificationMultilabel>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData.

Applies to

Dela via