TextNer 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:: TextNer.cs

Source:: TextNer.cs

Important

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

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

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

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

type TextNer = class
    inherit AutoMLVertical

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

Public Class TextNer
Inherits AutoMLVertical

Inheritance: Object

AutoMLVertical
TextNer

Implements: IJsonModel<TextNer> IPersistableModel<TextNer> IPersistableModel<T>

Constructors

TextNer(MachineLearningTableJobInput)

Initializes a new instance of TextNer.

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-NER task. Only 'Accuracy' is supported for Text-NER, so user need not set this 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<TextNer>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.
IJsonModel<TextNer>.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<TextNer>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model.
IPersistableModel<TextNer>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.
IPersistableModel<TextNer>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData.

Applies to

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