plotModelError function

plotModelError

Plot the Out Of Bag model error for specified variables over all iterations.

plotModelError(
  miceObj,
  vars = names(miceObj$callParams$vars),
  pointSize = 1,
  ...
)

Arguments

• miceObj: an object of class miceDefs, created by the miceRanger function.
• vars: the variables you want to plot. Default is to plot all variables. Can be a vector of variable names, or one of 'allNumeric' or 'allCategorical'
• pointSize: passed to geom_point, allows user to change dot size.
• ...: other arguments passed to ggarrange()

Returns

an object of class ggarrange.

Examples

data("sampleMiceDefs")
plotModelError(sampleMiceDefs)