This is an R package to make it easier to quickly and automatically build predictive models for Millikin University's Alumni & Development Center.
The package provides three functions:
buildAFpredictors()
- builds a data frame of data to do predictions (and/or) training with.buildAFmodels()
- builds a list of models. By defaults, builds lm, glm and rf models.predictAF()
- builds a data frame of predictions from a list of models (as generated bybuildAFmodels()
).
This package is not suited for general use--field names specific to our data are hard coded.