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TableVerticalFeaturizationSettings Class

Definition

Featurization Configuration.

public class TableVerticalFeaturizationSettings : Azure.ResourceManager.MachineLearning.Models.MachineLearningFeaturizationSettings, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.TableVerticalFeaturizationSettings>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.TableVerticalFeaturizationSettings>
public class TableVerticalFeaturizationSettings : Azure.ResourceManager.MachineLearning.Models.MachineLearningFeaturizationSettings
type TableVerticalFeaturizationSettings = class
    inherit MachineLearningFeaturizationSettings
    interface IJsonModel<TableVerticalFeaturizationSettings>
    interface IPersistableModel<TableVerticalFeaturizationSettings>
type TableVerticalFeaturizationSettings = class
    inherit MachineLearningFeaturizationSettings
Public Class TableVerticalFeaturizationSettings
Inherits MachineLearningFeaturizationSettings
Implements IJsonModel(Of TableVerticalFeaturizationSettings), IPersistableModel(Of TableVerticalFeaturizationSettings)
Public Class TableVerticalFeaturizationSettings
Inherits MachineLearningFeaturizationSettings
Inheritance
TableVerticalFeaturizationSettings
Implements

Constructors

TableVerticalFeaturizationSettings()

Initializes a new instance of TableVerticalFeaturizationSettings.

Properties

BlockedTransformers

These transformers shall not be used in featurization.

ColumnNameAndTypes

Dictionary of column name and its type (int, float, string, datetime etc).

DatasetLanguage

Dataset language, useful for the text data.

(Inherited from MachineLearningFeaturizationSettings)
EnableDnnFeaturization

Determines whether to use Dnn based featurizers for data featurization.

Mode

Featurization mode - User can keep the default 'Auto' mode and AutoML will take care of necessary transformation of the data in featurization phase. If 'Off' is selected then no featurization is done. If 'Custom' is selected then user can specify additional inputs to customize how featurization is done.

TransformerParams

User can specify additional transformers to be used along with the columns to which it would be applied and parameters for the transformer constructor.

Explicit Interface Implementations

IJsonModel<MachineLearningFeaturizationSettings>.Create(Utf8JsonReader, ModelReaderWriterOptions)

Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.

(Inherited from MachineLearningFeaturizationSettings)
IJsonModel<MachineLearningFeaturizationSettings>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

(Inherited from MachineLearningFeaturizationSettings)
IJsonModel<TableVerticalFeaturizationSettings>.Create(Utf8JsonReader, ModelReaderWriterOptions)

Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.

IJsonModel<TableVerticalFeaturizationSettings>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

IPersistableModel<MachineLearningFeaturizationSettings>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

(Inherited from MachineLearningFeaturizationSettings)
IPersistableModel<MachineLearningFeaturizationSettings>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.

(Inherited from MachineLearningFeaturizationSettings)
IPersistableModel<MachineLearningFeaturizationSettings>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

(Inherited from MachineLearningFeaturizationSettings)
IPersistableModel<TableVerticalFeaturizationSettings>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

IPersistableModel<TableVerticalFeaturizationSettings>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.

IPersistableModel<TableVerticalFeaturizationSettings>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

Applies to