Class: Aws::SageMaker::Types::MetricDatum

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

Information about the metric for a candidate produced by an AutoML job.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#metric_nameString

The name of the metric.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31792

class MetricDatum < Struct.new(
  :metric_name,
  :value,
  :set,
  :standard_metric_name)
  SENSITIVE = []
  include Aws::Structure
end

#setString

The dataset split from which the AutoML job produced the metric.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31792

class MetricDatum < Struct.new(
  :metric_name,
  :value,
  :set,
  :standard_metric_name)
  SENSITIVE = []
  include Aws::Structure
end

#standard_metric_nameString

The name of the standard metric.

<note markdown=“1”> For definitions of the standard metrics, see [ ‘Autopilot candidate metrics` ][1].

</note>

[1]: docs.aws.amazon.com/sagemaker/latest/dg/autopilot-model-support-validation.html#autopilot-metrics

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31792

class MetricDatum < Struct.new(
  :metric_name,
  :value,
  :set,
  :standard_metric_name)
  SENSITIVE = []
  include Aws::Structure
end

#valueFloat

The value of the metric.

Returns:

  • (Float)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31792

class MetricDatum < Struct.new(
  :metric_name,
  :value,
  :set,
  :standard_metric_name)
  SENSITIVE = []
  include Aws::Structure
end