Datarobot Create Insights Shap Preview

• sourcestring

  Required
  The subset of data used to compute the insight. Common values: 'validation' (validation set), 'holdout' (holdout data), 'training' (training data), or specific backtest partitions like 'backtest_0' for time-series models.
• entityIdstring

  Required
  The ID of the entity (model, custom model, or vector database) for which SHAP Preview insights will be calculated. For DataRobot models, use the model ID from LIST_MODEL_RECORDS.
• rowCountinteger
  (Deprecated) The number of rows to use for calculating SHAP Impact. Use 'quickCompute' parameter instead for controlling computation size.
• entityTypestring
  The type of entity for which insights will be calculated. Defaults to 'datarobotModel'.
• dataSliceIdstring
  The ID of a data slice to filter the data used for SHAP calculation. Data slices allow you to compute insights on specific subsets of your data.
• quickComputeboolean
  When enabled (default), limits the number of rows used from the selected source (typically 2500 rows) for faster computation. When disabled, all rows from the source are used, which provides more accurate results but takes longer.
• externalDatasetIdstring
  The ID of an external dataset to use for SHAP calculation instead of the model's original training data.

• 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

No verified related use cases are linked yet.

No published Skills explicitly reference this Action yet.