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.
Contents
- 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.Type: String
Valid Values:
token | sentence | paragraphRequired: Yes
- 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'.Type: String
Valid 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 | xxRequired: Yes
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
