plotModelError: plotModelError

In FarrellDay/miceRanger: Multiple Imputation by Chained Equations with Random Forests

plotModelError

Description

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

Usage

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()

Value

an object of class ggarrange.

Examples

data("sampleMiceDefs")
plotModelError(sampleMiceDefs)

FarrellDay/miceRanger documentation built on May 28, 2022, 10:51 p.m.