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

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-bedrock/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 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 5297

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 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 5297

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 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 5297

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