Class: Aws::SageMaker::Types::HyperParameterTuningJobObjective
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::HyperParameterTuningJobObjective
- Defined in:
- gems/aws-sdk-sagemaker/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.
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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23230 class HyperParameterTuningJobObjective < Struct.new( :type, :metric_name) SENSITIVE = [] include Aws::Structure end |
#type ⇒ String
Whether to minimize or maximize the objective metric.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23230 class HyperParameterTuningJobObjective < Struct.new( :type, :metric_name) SENSITIVE = [] include Aws::Structure end |