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

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

Overview

Note:

When making an API call, you may pass ModelMetrics data as a hash:

{
  model_quality: {
    statistics: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
    constraints: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
  },
  model_data_quality: {
    statistics: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
    constraints: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
  },
  bias: {
    report: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
  },
  explainability: {
    report: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
  },
}

Contains metrics captured from a model.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#biasTypes::Bias

Metrics that measure bais in a model.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26148

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

#explainabilityTypes::Explainability

Metrics that help explain a model.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26148

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

#model_data_qualityTypes::ModelDataQuality

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26148

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

#model_qualityTypes::ModelQuality

Metrics that measure the quality of a model.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26148

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