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

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 DriftCheckBaselines data as a hash:

{
  bias: {
    config_file: {
      content_type: "ContentType",
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
    pre_training_constraints: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
    post_training_constraints: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
  },
  explainability: {
    constraints: {
      content_type: "ContentType", # required
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
    config_file: {
      content_type: "ContentType",
      content_digest: "ContentDigest",
      s3_uri: "S3Uri", # required
    },
  },
  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
    },
  },
}

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

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#biasTypes::DriftCheckBias

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17290

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

#explainabilityTypes::DriftCheckExplainability

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17290

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

#model_data_qualityTypes::DriftCheckModelDataQuality

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17290

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

#model_qualityTypes::DriftCheckModelQuality

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17290

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