Class: Aws::SageMaker::Types::DriftCheckBaselines
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::DriftCheckBaselines
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
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
-
#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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17801 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17801 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17801 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17801 class DriftCheckBaselines < Struct.new( :bias, :explainability, :model_quality, :model_data_quality) SENSITIVE = [] include Aws::Structure end |