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AppsDataRobot ToolsDatarobot Get Insights Shap Impact Models
DataRobot Tools

Datarobot Get Insights Shap Impact Models

Tool to retrieve paginated SHAP Impact insights for a specific model. Use when analyzing feature importance and impact on model predictions for a given model ID.

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Use Datarobot Get Insights Shap Impact Models

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Free
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Inputs

  • limitinteger
    The number of items to return. Use this to control page size for pagination.
  • offsetinteger
    The number of items to skip before starting to collect the result set. Use this with limit for pagination.
  • sourcestring
    Subset of data used to compute the insight.
  • entityIdstring
    Required
    The ID of the model to retrieve SHAP Impact insights for.
  • dataSliceIdstring
    ID of the data slice to filter insights. If not specified, returns insights for all slices.
  • unslicedOnlystring
    Whether to return only insights without a data_slice_id.

Observable output

  • data
    Required
    Data from the action execution
  • errorstring
    Error if any occurred during the execution of the action
  • successfulboolean
    Required
    Whether or not the action execution was successful or not

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