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AppsDataRobot ToolsDatarobot Create Projects Predictions
DataRobot Tools

Datarobot Create Projects Predictions

Tool to create new predictions for a dataset using a trained model within a DataRobot project. Returns immediately with a status URL - prediction computation happens asynchronously. Use the location URL to poll for completion and retrieve results.

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Use Datarobot Create Projects Predictions

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Free
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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.
  • datasetIdstring
    Required
    The dataset ID to compute predictions for. Must have been previously uploaded. Use DATAROBOT_LIST_DATASETS to find available datasets.
  • projectIdstring
    Required
    The project ID to make predictions within. Use DATAROBOT_LIST_PROJECTS to find available projects.
  • forecastPointstring
    For time series projects only. The time in the dataset relative to which predictions are generated (ISO 8601 date-time format). If not specified, defaults to the latest timestamp in the dataset.
  • maxExplanationsinteger
    Maximum number of explanation values to return for each row, ordered by absolute value. Defaults to null for datasets narrower than 100 columns, 100 for wider datasets. Only valid when explanationAlgorithm is set.
  • includeFdwCountsboolean
    For time series projects with partial history only. Indicates if feature derivation window counts will be part of the response.
  • actualValueColumnstring
    For time series projects only. Actual value column name, valid for prediction files if the project is unsupervised and the dataset is considered a bulk predictions dataset.
  • predictionsEndDatestring
    For time series projects only. The end date for bulk predictions, exclusive (ISO 8601 date-time format). Used for generating historical predictions using training data. Must be provided with predictionsStartDate, cannot be used with forecastPoint.
  • predictionThresholdnumber
    Threshold used for binary classification in predictions (0.0-1.0). If not specified, model default prediction threshold will be used.
  • explanationAlgorithmstring
    Explanation algorithm for predictions.
  • predictionsStartDatestring
    For time series projects only. The start date for bulk predictions (ISO 8601 date-time format). Used for generating historical predictions using training data. Must be provided with predictionsEndDate, cannot be used with forecastPoint.
  • predictionIntervalsSizeinteger
    Represents the percentile to use for the size of the prediction intervals (1-100). Defaults to 80 if includePredictionIntervals is True.

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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