Class: Aws::BedrockAgentCore::Types::VariantResult

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-bedrockagentcore/lib/aws-sdk-bedrockagentcore/types.rb

Overview

Statistical results for a treatment variant compared against the control.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#absolute_change ⇒ Float

The absolute change in mean score compared to the control variant.

Returns:

  • (Float) 


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# File 'gems/aws-sdk-bedrockagentcore/lib/aws-sdk-bedrockagentcore/types.rb', line 11567

class VariantResult < Struct.new(
  :variant_name,
  :sample_size,
  :mean,
  :absolute_change,
  :percent_change,
  :p_value,
  :confidence_interval,
  :is_significant)
  SENSITIVE = []
  include Aws::Structure
end

#confidence_interval ⇒ Types::ConfidenceInterval

The confidence interval for the observed difference.

Returns:



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# File 'gems/aws-sdk-bedrockagentcore/lib/aws-sdk-bedrockagentcore/types.rb', line 11567

class VariantResult < Struct.new(
  :variant_name,
  :sample_size,
  :mean,
  :absolute_change,
  :percent_change,
  :p_value,
  :confidence_interval,
  :is_significant)
  SENSITIVE = []
  include Aws::Structure
end

#is_significant ⇒ Boolean

Whether the observed difference is statistically significant.

Returns:

  • (Boolean) 


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# File 'gems/aws-sdk-bedrockagentcore/lib/aws-sdk-bedrockagentcore/types.rb', line 11567

class VariantResult < Struct.new(
  :variant_name,
  :sample_size,
  :mean,
  :absolute_change,
  :percent_change,
  :p_value,
  :confidence_interval,
  :is_significant)
  SENSITIVE = []
  include Aws::Structure
end

#mean ⇒ Float

The mean evaluation score for this variant.

Returns:

  • (Float) 


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# File 'gems/aws-sdk-bedrockagentcore/lib/aws-sdk-bedrockagentcore/types.rb', line 11567

class VariantResult < Struct.new(
  :variant_name,
  :sample_size,
  :mean,
  :absolute_change,
  :percent_change,
  :p_value,
  :confidence_interval,
  :is_significant)
  SENSITIVE = []
  include Aws::Structure
end

#p_value ⇒ Float

The p-value indicating the statistical significance of the observed difference.

Returns:

  • (Float) 


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# File 'gems/aws-sdk-bedrockagentcore/lib/aws-sdk-bedrockagentcore/types.rb', line 11567

class VariantResult < Struct.new(
  :variant_name,
  :sample_size,
  :mean,
  :absolute_change,
  :percent_change,
  :p_value,
  :confidence_interval,
  :is_significant)
  SENSITIVE = []
  include Aws::Structure
end

#percent_change ⇒ Float

The percentage change in mean score compared to the control variant.

Returns:

  • (Float) 


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# File 'gems/aws-sdk-bedrockagentcore/lib/aws-sdk-bedrockagentcore/types.rb', line 11567

class VariantResult < Struct.new(
  :variant_name,
  :sample_size,
  :mean,
  :absolute_change,
  :percent_change,
  :p_value,
  :confidence_interval,
  :is_significant)
  SENSITIVE = []
  include Aws::Structure
end

#sample_size ⇒ Integer

The number of sessions evaluated for this variant.

Returns:

  • (Integer) 


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# File 'gems/aws-sdk-bedrockagentcore/lib/aws-sdk-bedrockagentcore/types.rb', line 11567

class VariantResult < Struct.new(
  :variant_name,
  :sample_size,
  :mean,
  :absolute_change,
  :percent_change,
  :p_value,
  :confidence_interval,
  :is_significant)
  SENSITIVE = []
  include Aws::Structure
end

#variant_name ⇒ String

The name of the treatment variant.

Returns:

  • (String) 


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# File 'gems/aws-sdk-bedrockagentcore/lib/aws-sdk-bedrockagentcore/types.rb', line 11567

class VariantResult < Struct.new(
  :variant_name,
  :sample_size,
  :mean,
  :absolute_change,
  :percent_change,
  :p_value,
  :confidence_interval,
  :is_significant)
  SENSITIVE = []
  include Aws::Structure
end