class Aws::SageMaker::Types::ModelMetrics
Contains metrics captured from a model.
@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 }, }, }
@!attribute [rw] model_quality
Metrics that measure the quality of a model. @return [Types::ModelQuality]
@!attribute [rw] model_data_quality
Metrics that measure the quality of the input data for a model. @return [Types::ModelDataQuality]
@!attribute [rw] bias
Metrics that measure bais in a model. @return [Types::Bias]
@!attribute [rw] explainability
Metrics that help explain a model. @return [Types::Explainability]
@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ModelMetrics AWS API Documentation
Constants
- SENSITIVE