radiant.model (version 1.6.12)

plot.rforest: Plot method for the rforest function

Description

Plot method for the rforest function

Usage

# S3 method for rforest
plot(
  x,
  plots = "",
  nrobs = Inf,
  incl = NULL,
  incl_int = NULL,
  hline = TRUE,
  pdp_range = c(0.025, 0.975),
  minq = NULL,
  maxq = NULL,
  shiny = FALSE,
  custom = FALSE,
  ...
)

Arguments

x

Return value from rforest

plots

Plots to produce for the specified Random Forest model. Use "" to avoid showing any plots (default). Options are ...

nrobs

Number of data points to show in dashboard scatter plots (-1 for all)

incl

Which variables to include in PDP or Prediction plots

incl_int

Which interactions to investigate in PDP or Prediction plots

hline

Add a dashed horizontal line at the mean response (TRUE/FALSE or a numeric value)

pdp_range

Numeric vector c(lo, hi) giving the percentile range for PDP/Prediction plot x-axes (default c(0.025, 0.975))

minq

Deprecated. Use pdp_range[1] instead

maxq

Deprecated. Use pdp_range[2] instead

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/rforest.html for an example in Radiant

See Also

rforest to generate results

summary.rforest to summarize results

predict.rforest for prediction

Examples

result <- rforest(titanic, "survived", c("pclass", "sex"), lev = "Yes")