Plot Boruta object as importance history
Alternative plot method for Boruta objects, showing matplot of attribute importances over run.
plotImpHistory(
x,
colCode = c("green", "yellow", "red", "blue"),
col = NULL,
type = "l",
lty = 1,
pch = 0,
xlab = "Classifier run",
ylab = "Importance",
...
)x |
an object of a class Boruta. |
colCode |
a vector containing colour codes for attribute decisions, respectively Confirmed, Tentative, Rejected and shadow. |
col |
standard |
type |
Plot type that will be passed to |
lty |
Line type that will be passed to |
pch |
Point mark type that will be passed to |
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.
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(Sonar) #Takes some time, so be patient Boruta(Class~.,data=Sonar,doTrace=2)->Bor.son print(Bor.son) plotImpHistory(Bor.son) ## End(Not run)
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