bartClassifDiag function

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.

Returns

A selection of diagnostic plots