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AppsDataRobot ToolsDatarobot Get Insights Shap Distributions Models
DataRobot Tools

Datarobot Get Insights Shap Distributions Models

Tool to retrieve SHAP (SHapley Additive exPlanations) distribution insights for a DataRobot model. Use when you need to understand how feature values contribute to model predictions across the dataset. SHAP distributions show how features impact predictions for different data su…

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Use Datarobot Get Insights Shap Distributions Models

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Inputs

  • limitinteger
    The number of items to return per page.
  • acceptstring
    Requested MIME type for the returned data.
  • offsetinteger
    The number of items to skip before starting to collect the result set.
  • sourcestring
    The subset of data used to compute the insight.
  • entityIdstring
    Required
    The ID of the model to retrieve SHAP distributions insights for.
  • seriesIdstring
    The series ID used to filter records. Required for multiseries time-series projects to identify which series to analyze.
  • dataSliceIdstring
    ID of the data slice to filter SHAP distributions insights. If not specified, returns insights for all slices.
  • quickComputeboolean
    When enabled (default true), limits the rows used from the selected subset (training sample or slice) for faster computation. Disable for complete but slower computation.
  • unslicedOnlystring
    Return only insights without a data_slice_id.
  • featuresOrderBystring
    Order SHAP distributions by the specified field value.
  • forecastDistanceinteger
    The forecast distance used to retrieve insight data. For time-series projects, specifies how many time units ahead to analyze.
  • externalDatasetIdstring
    The ID of the external dataset to filter SHAP distributions insights.

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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