/AWS1/CL_SGMCLARIFYTEXTCONFIG¶
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.
CONSTRUCTOR¶
IMPORTING¶
Required arguments:¶
iv_language TYPE /AWS1/SGMCLARIFYTEXTLANGUAGE /AWS1/SGMCLARIFYTEXTLANGUAGE¶
Specifies the language of the text features in ISO 639-1 or ISO 639-3 code of a supported language.
For a mix of multiple languages, use code
'xx'.
iv_granularity TYPE /AWS1/SGMCLARIFYTXTGRANULARITY /AWS1/SGMCLARIFYTXTGRANULARITY¶
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.
Queryable Attributes¶
Language¶
Specifies the language of the text features in ISO 639-1 or ISO 639-3 code of a supported language.
For a mix of multiple languages, use code
'xx'.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_LANGUAGE() |
Getter for LANGUAGE, with configurable default |
ASK_LANGUAGE() |
Getter for LANGUAGE w/ exceptions if field has no value |
HAS_LANGUAGE() |
Determine if LANGUAGE has a value |
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.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_GRANULARITY() |
Getter for GRANULARITY, with configurable default |
ASK_GRANULARITY() |
Getter for GRANULARITY w/ exceptions if field has no value |
HAS_GRANULARITY() |
Determine if GRANULARITY has a value |