CreateAutoMLJobRequest Structure Reference


                    
                    
                    _members

Declaration

Swift

public static var _members: [AWSShapeMember]


                    
                    
                    autoMLJobConfig

Contains CompletionCriteria and SecurityConfig.

Declaration

Swift

public let autoMLJobConfig: AutoMLJobConfig?


                    
                    
                    autoMLJobName

Identifies an Autopilot job. Must be unique to your account and is case-insensitive.

Declaration

Swift

public let autoMLJobName: String


                    
                    
                    autoMLJobObjective

Defines the objective of a an AutoML job. You provide a AutoMLJobObjective$MetricName and Autopilot infers whether to minimize or maximize it. If a metric is not specified, the most commonly used ObjectiveMetric for problem type is automaically selected.

Declaration

Swift

public let autoMLJobObjective: AutoMLJobObjective?


                    
                    
                    generateCandidateDefinitionsOnly

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

Declaration

Swift

public let generateCandidateDefinitionsOnly: Bool?


                    
                    
                    inputDataConfig

Similar to InputDataConfig supported by Tuning. Format(s) supported: CSV. Minimum of 1000 rows.

Declaration

Swift

public let inputDataConfig: [AutoMLChannel]


                    
                    
                    outputDataConfig

Similar to OutputDataConfig supported by Tuning. Format(s) supported: CSV.

Declaration

Swift

public let outputDataConfig: AutoMLOutputDataConfig


                    
                    
                    problemType

Defines the kind of preprocessing and algorithms intended for the candidates. Options include: BinaryClassification, MulticlassClassification, and Regression.

Declaration

Swift

public let problemType: ProblemType?


                    
                    
                    roleArn

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

Declaration

Swift

public let roleArn: String


                    
                    
                    tags

Each tag consists of a key and an optional value. Tag keys must be unique per resource.

Declaration

Swift

public let tags: [Tag]?


                    
                    
                    init(autoMLJobConfig:autoMLJobName:autoMLJobObjective:generateCandidateDefinitionsOnly:inputDataConfig:outputDataConfig:problemType:roleArn:tags:)

Undocumented

Declaration

Swift

public init(autoMLJobConfig: AutoMLJobConfig? = nil, autoMLJobName: String, autoMLJobObjective: AutoMLJobObjective? = nil, generateCandidateDefinitionsOnly: Bool? = nil, inputDataConfig: [AutoMLChannel], outputDataConfig: AutoMLOutputDataConfig, problemType: ProblemType? = nil, roleArn: String, tags: [Tag]? = nil)


                    
                    
                    validate(name:)

Declaration

Swift

public func validate(name: String) throws