This article describes how to save respondent-level predicted values from a Machine Learning, Machine Learning Ensemble, or Regression output model:
To respondent-level predicted values based on the Machine Learning model:
Requirements
- A document containing a Machine Learning, Machine Learning Ensemble, or Regression output created in Displayr.
Please note these steps require a Displayr license.
Method
- Select your Machine Learning model output.
- From the object inspector, click Data > Save Variable(s) > Predicted Values.
A variable set labeled "Predicted Values [modeltype]" is added to the top of your data set in the Data Sources tree.
Technical Details
Uses the predict method from R. Unlike the defaults in most R packages, this implementation assigns predicted values for observations not in the estimation sample. Categorical variables are predicted as discrete.
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