Class: Aws::Bedrock::Types::EvaluationDatasetMetricConfig

Inherits:
Struct
  • Object
show all
Includes:
Structure
Defined in:
lib/aws-sdk-bedrock/types.rb

Overview

Defines the prompt datasets, built-in metric names and custom metric names, and the task type.

See Also:

Constant Summary collapse

SENSITIVE = 
[:metric_names]

Instance Attribute Summary collapse

Instance Attribute Details

#dataset ⇒ Types::EvaluationDataset

Specifies the prompt dataset.

Returns:



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# File 'lib/aws-sdk-bedrock/types.rb', line 4502

class EvaluationDatasetMetricConfig < Struct.new(
  :task_type,
  :dataset,
  :metric_names)
  SENSITIVE = [:metric_names]
  include Aws::Structure
end

#metric_names ⇒ Array<String>

The names of the metrics you want to use for your evaluation job.

For knowledge base evaluation jobs that evaluate retrieval only, valid values are “‘Builtin.ContextRelevance`”, “`Builtin.ContextCoverage`”.

For knowledge base evaluation jobs that evaluate retrieval with response generation, valid values are “‘Builtin.Correctness`”, “`Builtin.Completeness`”, “`Builtin.Helpfulness`”, “`Builtin.LogicalCoherence`”, “`Builtin.Faithfulness`”, “`Builtin.Harmfulness`”, “`Builtin.Stereotyping`”, “`Builtin.Refusal`”.

For automated model evaluation jobs, valid values are “‘Builtin.Accuracy`”, “`Builtin.Robustness`”, and “`Builtin.Toxicity`”. In model evaluation jobs that use a LLM as judge you can specify “`Builtin.Correctness`”, “`Builtin.Completeness”`, “`Builtin.Faithfulness”`, “`Builtin.Helpfulness`”, “`Builtin.Coherence`”, “`Builtin.Relevance`”, “`Builtin.FollowingInstructions`”, “`Builtin.ProfessionalStyleAndTone`”, You can also specify the following responsible AI related metrics only for model evaluation job that use a LLM as judge “`Builtin.Harmfulness`”, “`Builtin.Stereotyping`”, and “`Builtin.Refusal`”.

For human-based model evaluation jobs, the list of strings must match the ‘name` parameter specified in `HumanEvaluationCustomMetric`.

Returns:

  • (Array<String>) 


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# File 'lib/aws-sdk-bedrock/types.rb', line 4502

class EvaluationDatasetMetricConfig < Struct.new(
  :task_type,
  :dataset,
  :metric_names)
  SENSITIVE = [:metric_names]
  include Aws::Structure
end

#task_type ⇒ String

The the type of task you want to evaluate for your evaluation job. This applies only to model evaluation jobs and is ignored for knowledge base evaluation jobs.

Returns:

  • (String) 


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# File 'lib/aws-sdk-bedrock/types.rb', line 4502

class EvaluationDatasetMetricConfig < Struct.new(
  :task_type,
  :dataset,
  :metric_names)
  SENSITIVE = [:metric_names]
  include Aws::Structure
end