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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::MetricDatum

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

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

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #metric_name ⇒ String

  The name of the metric.

• #set ⇒ String

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

• #standard_metric_name ⇒ String

  The name of the standard metric.

• #value ⇒ Float

  The value of the metric.

Instance Attribute Details

#metric_name ⇒ String

The name of the metric.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 30191

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

#set ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 30191

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

#standard_metric_name ⇒ String

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 30191

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

#value ⇒ Float

The value of the metric.

Returns:

• (Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 30191

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