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AppsDataRobot ToolsDatarobot Create Projects Training Predictions
DataRobot Tools

Datarobot Create Projects Training Predictions

Tool to create training predictions for a DataRobot project. Use when you need to compute predictions on the training data using a trained model. Returns immediately with a status URL - computation happens asynchronously.

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Use Datarobot Create Projects Training Predictions

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Inputs

  • modelIdstring
    Required
    The model ID to make predictions with. Use DATAROBOT_LIST_MODEL_RECORDS to find available models in the project.
  • projectIdstring
    Required
    Project ID to compute training predictions for. Use DATAROBOT_LIST_PROJECTS to find available projects.
  • dataSubsetstring
    Subset of data predicted on: 'all' returns predictions for all rows including training, validation, holdout and discarded rows (not available for large datasets or Date/Time partitioning). 'validationAndHoldout' returns predictions for validation and holdout scores (not availabl…
  • maxExplanationsinteger
    Specifies the maximum number of explanation values that should be returned for each row, ordered by absolute value, greatest to least. Defaults to null for datasets narrower than 100 columns, 100 for wider datasets. Cannot be set if explanationAlgorithm is omitted.
  • explanationAlgorithmstring
    If set to 'shap', the response will include prediction explanations based on the SHAP explainer (SHapley Additive exPlanations). Defaults to null (no prediction explanations).

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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