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AppsDataRobot ToolsDatarobot Get Insights Shap Preview Models
DataRobot Tools

Datarobot Get Insights Shap Preview Models

Tool to retrieve SHAP Preview insights for a DataRobot model. Use when analyzing feature importance and SHAP values for model predictions.

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Use Datarobot Get Insights Shap Preview Models

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Free
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Inputs

  • limitinteger
    The number of items to return.
  • Acceptstring
    Requested MIME type for the returned data.
  • offsetinteger
    The number of items to skip before starting to collect the result set.
  • sourcestring
    Data source for SHAP preview insights.
  • entityIdstring
    Required
    The ID of the model to retrieve SHAP Preview insights for.
  • seriesIdstring
    The series ID used to filter records (for multiseries projects).
  • dataSliceIdstring
    ID of the data slice to filter insights.
  • quickComputeboolean
    When enabled, limits the rows used from the selected source subset by default. When disabled, all rows are used. Defaults to true.
  • unslicedOnlystring
    Whether to return only insights without a data slice ID.
  • forecastDistanceinteger
    The forecast distance used to retrieve insight data.
  • externalDatasetIdstring
    The ID of the external dataset to filter by.
  • featureFilterNamestring
    The names of specific features to return for each preview.

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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