Class: Aws::SageMaker::Types::HyperParameterTuningJobObjective

Inherits:

Struct

Object
Struct
Aws::SageMaker::Types::HyperParameterTuningJobObjective

show all

Includes:: Aws::Structure

Defined in:: lib/aws-sdk-sagemaker/types.rb

Overview

Defines the objective metric for a hyperparameter tuning job. Hyperparameter tuning uses the value of this metric to evaluate the training jobs it launches, and returns the training job that results in either the highest or lowest value for this metric, depending on the value you specify for the ‘Type` parameter. If you want to define a custom objective metric, see [Define metrics and environment variables].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-metrics-variables.html

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#metric_name ⇒ String

The name of the metric to use for the objective metric.
#type ⇒ String

Whether to minimize or maximize the objective metric.

Instance Attribute Details

#metric_name ⇒ `String`

The name of the metric to use for the objective metric.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 23353

class HyperParameterTuningJobObjective < Struct.new(
  :type,
  :metric_name)
  SENSITIVE = []
  include Aws::Structure
end

#type ⇒ `String`

Whether to minimize or maximize the objective metric.