AWS::SageMaker::ModelCard EvaluationDetail
The evaluation details of the model.
Syntax
To declare this entity in your Amazon CloudFormation template, use the following syntax:
JSON
{ "Datasets" :
[ String, ... ]
, "EvaluationJobArn" :String
, "EvaluationObservation" :String
, "Metadata" :{
, "MetricGroups" :Key
:Value
, ...}[ MetricGroup, ... ]
, "Name" :String
}
YAML
Datasets:
- String
EvaluationJobArn:String
EvaluationObservation:String
Metadata:MetricGroups:
Key
:Value
- 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