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AppsDataRobot ToolsDatarobot Create Projects Payoff Matrices
DataRobot Tools

Datarobot Create Projects Payoff Matrices

Tool to create a payoff matrix for a binary classification project in DataRobot. Use when you need to define cost-benefit values for model predictions to evaluate profit curves. Only works with binary classification projects.

Write actionRisk level 2 of 5API key connection
Use Datarobot Create Projects Payoff Matrices

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Inputs

  • namestring
    Required
    Name of the payoff matrix to be created.
  • projectIdstring
    Required
    The project ID to create a payoff matrix for. Must be a binary classification project.
  • trueNegativeValuenumber
    Required
    True negative value to use for profit curve calculation. Value assigned when model correctly predicts negative class.
  • truePositiveValuenumber
    Required
    True positive value to use for profit curve calculation. Value assigned when model correctly predicts positive class.
  • falseNegativeValuenumber
    Required
    False negative value to use for profit curve calculation. Value assigned when model incorrectly predicts negative class (Type II error).
  • falsePositiveValuenumber
    Required
    False positive value to use for profit curve calculation. Value assigned when model incorrectly predicts positive class (Type I error).

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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