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AutoMLVertical 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:
AutoMLVertical.cs
Source:
AutoMLVertical.cs

AutoML vertical class. Base class for AutoML verticals - TableVertical/ImageVertical/NLPVertical Please note AutoMLVertical is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include ClassificationTask, MachineLearningForecasting, ImageClassification, ImageClassificationMultilabel, ImageInstanceSegmentation, ImageObjectDetection, AutoMLVerticalRegression, TextClassification, TextClassificationMultilabel and TextNer.

[System.ClientModel.Primitives.PersistableModelProxy(typeof(Azure.ResourceManager.MachineLearning.Models.UnknownAutoMLVertical))]
public abstract class AutoMLVertical : System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.AutoMLVertical>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.AutoMLVertical>
public abstract class AutoMLVertical
[<System.ClientModel.Primitives.PersistableModelProxy(typeof(Azure.ResourceManager.MachineLearning.Models.UnknownAutoMLVertical))>]
type AutoMLVertical = class
    interface IJsonModel<AutoMLVertical>
    interface IPersistableModel<AutoMLVertical>
type AutoMLVertical = class
Public MustInherit Class AutoMLVertical
Implements IJsonModel(Of AutoMLVertical), IPersistableModel(Of AutoMLVertical)
Public MustInherit Class AutoMLVertical
Inheritance
Object
AutoMLVertical
Derived
Attributes
PersistableModelProxyAttribute
Implements
IJsonModel<AutoMLVertical> IPersistableModel<AutoMLVertical> IPersistableModel<T>

Constructors

AutoMLVertical(MachineLearningTableJobInput)

Initializes a new instance of AutoMLVertical.

Properties

LogVerbosity

Log verbosity for the job.
TargetColumnName

Target column name: This is prediction values column. Also known as label column name in context of classification tasks.
TrainingData

[Required] Training data input.

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.
IJsonModel<AutoMLVertical>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.
IPersistableModel<AutoMLVertical>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.
IPersistableModel<AutoMLVertical>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.
IPersistableModel<AutoMLVertical>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

Applies to