AWS::SageMaker::EndpointConfig ClarifyTextConfig
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.
Syntax
To declare this entity in your Amazon CloudFormation template, use the following syntax:
JSON
{ "Granularity" :
String
, "Language" :String
}
YAML
Granularity:
String
Language:String
Properties
Granularity
-
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.Required: Yes
Type: String
Allowed values:
token | sentence | paragraph
Update requires: Replacement
Language
-
Specifies the language of the text features in ISO 639-1
or ISO 639-3 code of a supported language. Note
For a mix of multiple languages, use code
'xx'
.Required: Yes
Type: String
Allowed values:
af | sq | ar | hy | eu | bn | bg | ca | zh | hr | cs | da | nl | en | et | fi | fr | de | el | gu | he | hi | hu | is | id | ga | it | kn | ky | lv | lt | lb | mk | ml | mr | ne | nb | fa | pl | pt | ro | ru | sa | sr | tn | si | sk | sl | es | sv | tl | ta | tt | te | tr | uk | ur | yo | lij | xx
Update requires: Replacement