plot.gbt: Plot method for the gbt function

In radiant.model: Model Menu for Radiant: Business Analytics using R and Shiny

Plot method for the gbt function

Description

Plot method for the gbt function

Usage

## S3 method for class 'gbt'
plot(
  x,
  plots = "",
  nrobs = Inf,
  incl = NULL,
  incl_int = NULL,
  shiny = FALSE,
  custom = FALSE,
  ...
)

Arguments

x	Return value from gbt
plots	Plots to produce for the specified Gradient Boosted Tree model. Use "" to avoid showing any plots (default). Options are ...
nrobs	Number of data points to show in scatter plots (-1 for all)
incl	Which variables to include in a coefficient plot or PDP plot
incl_int	Which interactions to investigate in PDP plots
shiny	Did the function call originate inside a shiny app
custom	Logical (TRUE, FALSE) to indicate if ggplot object (or list of ggplot objects) should be returned. This option can be used to customize plots (e.g., add a title, change x and y labels, etc.). See examples and https://ggplot2.tidyverse.org for options.
...	further arguments passed to or from other methods

Details

See https://radiant-rstats.github.io/docs/model/gbt.html for an example in Radiant

See Also

gbt to generate results

summary.gbt to summarize results

predict.gbt for prediction

Examples

result <- gbt(
  titanic, "survived", c("pclass", "sex"),
  early_stopping_rounds = 0, nthread = 1
)
plot(result)

radiant.model documentation built on Oct. 16, 2023, 9:06 a.m.