Class: Aws::SageMaker::Types::DriftCheckBaselines

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DriftCheckBaselines

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

Represents the drift check baselines that can be used when the model monitor is set using the model package.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #bias ⇒ Types::DriftCheckBias

  Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

• #explainability ⇒ Types::DriftCheckExplainability

  Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.

• #model_data_quality ⇒ Types::DriftCheckModelDataQuality

  Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.

• #model_quality ⇒ Types::DriftCheckModelQuality

  Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.

Instance Attribute Details

#bias ⇒ Types::DriftCheckBias

Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 23040

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

#explainability ⇒ Types::DriftCheckExplainability

Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 23040

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

#model_data_quality ⇒ Types::DriftCheckModelDataQuality

Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 23040

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

#model_quality ⇒ Types::DriftCheckModelQuality

Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 23040

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