Machine Learning - Save Variable(s) - Probabilities of Each Response

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Create new variables containing predicted probabilities of each response from a machine learning model or ensemble

Creates new variables containing predicted probabilities of each response from a machine learningmachine learning model or ensembleensemble.

Example

A table of probabilities of a binary outcome variable.

Technical details

Uses the Probabilities method from the R package flipData. Unlike the defaults in most R packages, this implementation assigns probabilities for observations not in the estimation sample.

Code

includeWeb('QScript R Output Functions');

saveVariables('Probabilities', 'Machine Learning, MachineLearningEnsemble or Regression',
              'flipData::Probabilities(', ')', null, null, 'prob',
              ['MachineLearning', 'MachineLearningEnsemble', 'Regression']);