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AppsDataRobot ToolsDatarobot Create Insights Shap Matrix
DataRobot Tools

Datarobot Create Insights Shap Matrix

Tool to request calculation of a SHAP Matrix insight in DataRobot. Use when you need feature importance explanations showing how each feature impacts model predictions, with optional data slicing. The SHAP Matrix calculation is asynchronous. Poll the returned location URL to che…

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Use Datarobot Create Insights Shap Matrix

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Inputs

  • sourcestring
    Required
    The subset of data used to compute the SHAP Matrix insight (e.g., validation, training, holdout, or backtest partitions).
  • entityIdstring
    Required
    ID of the entity (model, custom model, or vector database) for which to calculate the SHAP Matrix insight.
  • rowCountinteger
    (Deprecated) The number of rows to use for calculating SHAP Impact. Use quickCompute parameter instead.
  • entityTypestring
    Type of entity for which insights will be calculated. Defaults to 'datarobotModel' if not specified.
  • dataSliceIdstring
    Optional ID of a data slice to filter the data used for SHAP Matrix calculation. If provided, the insight will be computed only on the specified data slice.
  • quickComputeboolean
    When enabled (default), limits the number of rows used from the selected source. When disabled, all rows are used for SHAP calculation.
  • externalDatasetIdstring
    Optional ID of an external dataset to use for SHAP Matrix calculation. Use this when computing insights on data not in the training/validation sets.

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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