Boruta (version 8.0.0)

plot.Boruta: Plot Boruta object

Description

Default plot method for Boruta objects, showing boxplots of attribute importances over run.

Usage

# S3 method for Boruta
plot(
  x,
  colCode = c("green", "yellow", "red", "blue"),
  sort = TRUE,
  whichShadow = c(TRUE, TRUE, TRUE),
  col = NULL,
  xlab = "Attributes",
  ylab = "Importance",
  ...
)

Value

Invisible copy of x.

Arguments

x

an object of a class Boruta.

colCode

a vector containing colour codes for attribute decisions, respectively Confirmed, Tentative, Rejected and shadow.

sort

controls whether boxplots should be ordered, or left in original order.

whichShadow

a logical vector controlling which shadows should be drawn; switches respectively max shadow, mean shadow and min shadow.

col

standard col attribute. If given, suppresses effects of colCode.

xlab

X axis label that will be passed to boxplot.

ylab

Y axis label that will be passed to boxplot.

...

additional graphical parameter that will be passed to boxplot.

Examples

if (FALSE) {
library(mlbench); data(HouseVotes84)
na.omit(HouseVotes84)->hvo
#Takes some time, so be patient
Boruta(Class~.,data=hvo,doTrace=2)->Bor.hvo
print(Bor.hvo)
plot(Bor.hvo)
}