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TextNer Class

Definition

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
Implements

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