Class: Aws::SageMaker::Types::FinalHyperParameterTuningJobObjectiveMetric
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::FinalHyperParameterTuningJobObjectiveMetric
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Shows the latest objective metric emitted by a training job that was
launched by a hyperparameter tuning job. You define the objective
metric in the HyperParameterTuningJobObjective
parameter of
HyperParameterTuningJobConfig.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#metric_name ⇒ String
The name of the objective metric.
-
#type ⇒ String
Select if you want to minimize or maximize the objective metric during hyperparameter tuning.
-
#value ⇒ Float
The value of the objective metric.
Instance Attribute Details
#metric_name ⇒ String
The name of the objective metric. For SageMaker built-in algorithms, metrics are defined per algorithm. See the metrics for XGBoost as an example. You can also use a custom algorithm for training and define your own metrics. For more information, see Define metrics and environment variables.
21010 21011 21012 21013 21014 21015 21016 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21010 class FinalHyperParameterTuningJobObjectiveMetric < Struct.new( :type, :metric_name, :value) SENSITIVE = [] include Aws::Structure end |
#type ⇒ String
Select if you want to minimize or maximize the objective metric during hyperparameter tuning.
21010 21011 21012 21013 21014 21015 21016 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21010 class FinalHyperParameterTuningJobObjectiveMetric < Struct.new( :type, :metric_name, :value) SENSITIVE = [] include Aws::Structure end |
#value ⇒ Float
The value of the objective metric.
21010 21011 21012 21013 21014 21015 21016 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21010 class FinalHyperParameterTuningJobObjectiveMetric < Struct.new( :type, :metric_name, :value) SENSITIVE = [] include Aws::Structure end |