CreateAutoMlJobV2Request
Types
Properties
An array of channel objects describing the input data and their location. Each channel is a named input source. Similar to the InputDataConfig attribute in the CreateAutoMLJob input parameters. The supported formats depend on the problem type:
Identifies an Autopilot job. The name must be unique to your account and is case insensitive.
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. For the list of default values per problem type, see AutoMLJobObjective.
Defines the configuration settings of one of the supported problem types.
This structure specifies how to split the data into train and validation datasets.
Specifies how to generate the endpoint name for an automatic one-click Autopilot model deployment.
Provides information about encryption and the Amazon S3 output path needed to store artifacts from an AutoML job.
The security configuration for traffic encryption or Amazon VPC settings.
An array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, such as by purpose, owner, or environment. For more information, see Tagging Amazon Web ServicesResources. Tag keys must be unique per resource.