Class: Aws::SageMaker::Types::ModelMetrics

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

Overview

Contains metrics captured from a model.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#bias ⇒ Types::Bias

Metrics that measure bias in a model.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33026

class ModelMetrics < Struct.new(
  :model_quality,
  :model_data_quality,
  :bias,
  :explainability)
  SENSITIVE = []
  include Aws::Structure
end

#explainability ⇒ Types::Explainability

Metrics that help explain a model.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33026

class ModelMetrics < Struct.new(
  :model_quality,
  :model_data_quality,
  :bias,
  :explainability)
  SENSITIVE = []
  include Aws::Structure
end

#model_data_quality ⇒ Types::ModelDataQuality

Metrics that measure the quality of the input data for a model.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33026

class ModelMetrics < Struct.new(
  :model_quality,
  :model_data_quality,
  :bias,
  :explainability)
  SENSITIVE = []
  include Aws::Structure
end

#model_quality ⇒ Types::ModelQuality

Metrics that measure the quality of a model.

Returns:



33026
33027
33028
33029
33030
33031
33032
33033
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33026

class ModelMetrics < Struct.new(
  :model_quality,
  :model_data_quality,
  :bias,
  :explainability)
  SENSITIVE = []
  include Aws::Structure
end