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
    },
    pre_training_report: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
    post_training_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.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#bias ⇒ Types::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 29603

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 29603

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 29603

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:



29603
29604
29605
29606
29607
29608
29609
29610
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 29603

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