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