bartClassifDiag

Displays a selection of diagnostic plots for a BART model.

bartClassifDiag(
  model,
  data,
  response,
  threshold = "Youden",
  pNorm = FALSE,
  showInterval = TRUE,
  combineFactors = FALSE
)

Arguments

model

a model created from either the BART, dbarts, or bartMachine package.
data

A dataframe
response

The name of the response for the fit.
threshold

A dashed line on some plots to indicate a chosen threshold value. by default the Youden index is shown.
pNorm

apply pnorm to the y-hat data
showInterval

LOGICAL if TRUE then show 5% and 95% quantile intervals.
combineFactors

Whether or not to combine dummy variables (if present) in display.

Value

A selection of diagnostic plots