Class: Aws::SageMaker::Types::ClarifyTextConfig

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ClarifyTextConfig

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

A parameter used to configure the SageMaker Clarify explainer to treat text features as text so that explanations are provided for individual units of text. Required only for natural language processing (NLP) explainability.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #granularity ⇒ String

  The unit of granularity for the analysis of text features.

• #language ⇒ String

  Specifies the language of the text features in [ISO 639-1]( en.wikipedia.org/wiki/List_of_ISO_639-1_codes) or [ISO 639-3] code of a supported language.

Instance Attribute Details

#granularity ⇒ String

The unit of granularity for the analysis of text features. For example, if the unit is ‘’token’‘, then each token (like a word in English) of the text is treated as a feature. SHAP values are computed for each unit/feature.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 3905

class ClarifyTextConfig < Struct.new(
  :language,
  :granularity)
  SENSITIVE = []
  include Aws::Structure
end

#language ⇒ String

Specifies the language of the text features in [ISO 639-1]( en.wikipedia.org/wiki/List_of_ISO_639-1_codes) or [ISO 639-3] code of a supported language.

<note markdown=“1”> For a mix of multiple languages, use code ‘’xx’‘.

</note>

[1]: en.wikipedia.org/wiki/ISO_639-3

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 3905

class ClarifyTextConfig < Struct.new(
  :language,
  :granularity)
  SENSITIVE = []
  include Aws::Structure
end