bartRegrDiag function

bartRegrDiag

Displays a selection of diagnostic plots for a BART model.

bartRegrDiag(model, response, burnIn = 0, data, combineFactors = FALSE)

Arguments

• model: a model created from either the BART, modelarts, or bartMachine package.
• response: The name of the response for the fit.
• burnIn: Trace plot will only show iterations above selected burn in value.
• data: A dataframe used to build the model.
• combineFactors: Whether or not to combine dummy variables (if present) in display.

Returns

A selection of diagnostic plots