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.

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#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 3931

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