Class: Aws::SageMaker::Types::ModelMetrics
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::ModelMetrics
- 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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#bias ⇒ Types::Bias
Metrics that measure bais in a model.
-
#explainability ⇒ Types::Explainability
Metrics that help explain a model.
-
#model_data_quality ⇒ Types::ModelDataQuality
Metrics that measure the quality of the input data for a model.
-
#model_quality ⇒ Types::ModelQuality
Metrics that measure the quality of a model.
Instance Attribute Details
#bias ⇒ Types::Bias
Metrics that measure bais in a model.
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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.
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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.
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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.
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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 |