AWS SDK Version 3 for .NET
API Reference

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Container for the parameters to the CreateAutoMLJob operation. Creates an Autopilot job also referred to as Autopilot experiment or AutoML job.

We recommend using the new versions CreateAutoMLJobV2 and DescribeAutoMLJobV2, which offer backward compatibility.

CreateAutoMLJobV2 can manage tabular problem types identical to those of its previous version CreateAutoMLJob, as well as time-series forecasting, non-tabular problem types such as image or text classification, and text generation (LLMs fine-tuning).

Find guidelines about how to migrate a CreateAutoMLJob to CreateAutoMLJobV2 in Migrate a CreateAutoMLJob to CreateAutoMLJobV2.

You can find the best-performing model after you run an AutoML job by calling DescribeAutoMLJobV2 (recommended) or DescribeAutoMLJob.

Inheritance Hierarchy

System.Object
  Amazon.Runtime.AmazonWebServiceRequest
    Amazon.SageMaker.AmazonSageMakerRequest
      Amazon.SageMaker.Model.CreateAutoMLJobRequest

Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z

Syntax

C#
public class CreateAutoMLJobRequest : AmazonSageMakerRequest
         IAmazonWebServiceRequest

The CreateAutoMLJobRequest type exposes the following members

Constructors

NameDescription
Public Method CreateAutoMLJobRequest()

Properties

NameTypeDescription
Public Property AutoMLJobConfig Amazon.SageMaker.Model.AutoMLJobConfig

Gets and sets the property AutoMLJobConfig.

A collection of settings used to configure an AutoML job.

Public Property AutoMLJobName System.String

Gets and sets the property AutoMLJobName.

Identifies an Autopilot job. The name must be unique to your account and is case insensitive.

Public Property AutoMLJobObjective Amazon.SageMaker.Model.AutoMLJobObjective

Gets and sets the property AutoMLJobObjective.

Specifies a metric to minimize or maximize as the objective of a job. If not specified, the default objective metric depends on the problem type. See AutoMLJobObjective for the default values.

Public Property GenerateCandidateDefinitionsOnly System.Boolean

Gets and sets the property GenerateCandidateDefinitionsOnly.

Generates possible candidates without training the models. A candidate is a combination of data preprocessors, algorithms, and algorithm parameter settings.

Public Property InputDataConfig System.Collections.Generic.List<Amazon.SageMaker.Model.AutoMLChannel>

Gets and sets the property InputDataConfig.

An array of channel objects that describes the input data and its location. Each channel is a named input source. Similar to InputDataConfig supported by HyperParameterTrainingJobDefinition. Format(s) supported: CSV, Parquet. A minimum of 500 rows is required for the training dataset. There is not a minimum number of rows required for the validation dataset.

Public Property ModelDeployConfig Amazon.SageMaker.Model.ModelDeployConfig

Gets and sets the property ModelDeployConfig.

Specifies how to generate the endpoint name for an automatic one-click Autopilot model deployment.

Public Property OutputDataConfig Amazon.SageMaker.Model.AutoMLOutputDataConfig

Gets and sets the property OutputDataConfig.

Provides information about encryption and the Amazon S3 output path needed to store artifacts from an AutoML job. Format(s) supported: CSV.

Public Property ProblemType Amazon.SageMaker.ProblemType

Gets and sets the property ProblemType.

Defines the type of supervised learning problem available for the candidates. For more information, see SageMaker Autopilot problem types.

Public Property RoleArn System.String

Gets and sets the property RoleArn.

The ARN of the role that is used to access the data.

Public Property Tags System.Collections.Generic.List<Amazon.SageMaker.Model.Tag>

Gets and sets the property Tags.

An array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging Amazon Web ServicesResources. Tag keys must be unique per resource.

Version Information

.NET Core App:
Supported in: 3.1

.NET Standard:
Supported in: 2.0

.NET Framework:
Supported in: 4.5, 4.0, 3.5