Plot Boruta object
Default plot method for Boruta objects, showing boxplots of attribute importances over run.
## S3 method for class 'Boruta'
plot(
x,
colCode = c("green", "yellow", "red", "blue"),
sort = TRUE,
whichShadow = c(TRUE, TRUE, TRUE),
col = NULL,
xlab = "Attributes",
ylab = "Importance",
...
)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 |
xlab |
X axis label that will be passed to |
ylab |
Y axis label that will be passed to |
... |
additional graphical parameter that will be passed to |
Invisible copy of x.
If col is given and sort is TRUE, the col will be permuted, so that its order corresponds to attribute order in ImpHistory.
This function will throw an error when x lacks importance history, i.e., was made with holdHistory set to FALSE.
## Not run: 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) ## End(Not run)
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