AWS::SageMaker::ModelCard EvaluationDetail

The evaluation details of the model.

Syntax

To declare this entity in your AWS CloudFormation template, use the following syntax:

JSON

{
  "Datasets" : [ String, ... ],
  "EvaluationJobArn" : String,
  "EvaluationObservation" : String,
  "Metadata" : {Key: Value, ...},
  "MetricGroups" : [ MetricGroup, ... ],
  "Name" : String
}

YAML

  Datasets: 
    - String
  EvaluationJobArn: String
  EvaluationObservation: String
  Metadata: 
    Key: Value
  MetricGroups: 
    - MetricGroup
  Name: String

Properties

Datasets

The location of the datasets used to evaluate the model.

Required: No

Type: Array of String

Maximum: 1024 | 10

Update requires: No interruption

EvaluationJobArn

The Amazon Resource Name (ARN) of the evaluation job.

Required: No

Type: String

Maximum: 256

Update requires: No interruption

EvaluationObservation

Any observations made during the model evaluation.

Required: No

Type: String

Maximum: 2096

Update requires: No interruption

Metadata

Additional attributes associated with the evaluation results.

Required: No

Type: Object of String

Pattern: [a-zA-Z_][a-zA-Z0-9_]*

Maximum: 1024

Update requires: No interruption

MetricGroups

An evaluation Metric Group object.

Required: No

Type: Array of MetricGroup

Update requires: No interruption

Name

The evaluation job name.

Required: Yes

Type: String

Pattern: .{1,63}

Update requires: No interruption