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AppsDataRobot ToolsDatarobot Create Prediction Explanations Initialization
DataRobot Tools

Datarobot Create Prediction Explanations Initialization

Tool to initialize prediction explanations for a DataRobot model. Prediction explanations help understand which features most influenced individual predictions. Use after a model is trained to enable prediction explanation insights for that model.

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Use Datarobot Create Prediction Explanations Initialization

Pricing and limits

Pricing
Free
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Not currently supported

Inputs

  • model_idstring
    Required
    The unique identifier of the model within the project. Obtain from DATAROBOT_LIST_MODEL_RECORDS using the project_id.
  • project_idstring
    Required
    The unique identifier of the DataRobot project. Obtain from DATAROBOT_LIST_PROJECTS or DATAROBOT_GET_PROJECT.
  • threshold_lownumber
    The lower threshold, below which a prediction must score in order for prediction explanations to be computed for a row in the dataset. If neither thresholdHigh nor thresholdLow is specified, prediction explanations will be computed for all rows.
  • threshold_highnumber
    The high threshold, above which a prediction must score in order for prediction explanations to be computed. If neither thresholdHigh nor thresholdLow is specified, prediction explanations will be computed for all rows.
  • max_explanationsinteger
    The maximum number of prediction explanations to supply per row of the dataset. Must be between 1 and 10. Defaults to 3 if not specified.

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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