plot.Daim {Daim} | R Documentation |
Plotting method for Daim Objects
Description
Plot a Daim
object generated by the Daim
function.
Usage
## S3 method for class 'Daim':
plot(x, method=NULL, all.roc=FALSE, color="red",
alpha=0.25, type="b", xlab="False positive rate",
ylab="True positive rate", main=NULL, add=FALSE, ...)
Arguments
x |
an object of class Daim . |
method |
kind of the estimation of the ROC curve: '.632+', '.632', 'loob', 'cv', 'sample' |
all.roc |
logical. Should ROC curves from all samples be plotted ? |
color |
the color used to draw the ROC curve. |
alpha |
Semi-transparent color: see rgb . |
type |
what type of plot should be drawn: see
argument 'type' by the function plot . |
xlab |
a title for the x axis: see title . |
ylab |
a title for the y axis: see title . |
main |
a main title for the plot, see also title . |
add |
logical specifying if roc-area should be added to an already
existing plot. |
... |
graphical parameters can be given as arguments to 'plot'. |
See Also
Daim
, roc.area.Daim
Examples
library(Daim)
data(Daim.data1)
perform <- performDaim(Daim.data1$prob.oob, Daim.data1$labels,
Daim.data1$prob.app)
summary(perform)
par(mfrow=c(2,2))
plot(perform,method=".632+")
plot(perform,method="sample")
plot(perform,method=".632+",main="Comparison between methods")
plot(perform,method=".632",col="blue",add=TRUE)
plot(perform,method="loob",col="green",add=TRUE)
legend("bottomright",c(".632+",".632","loob"),
col=c("red","blue","green"),lty=1,inset=0.01)
plot(perform,all.roc=TRUE)
####
#### If your device don't support the semi-transparent colors use
#### the PDF Graphics Device.
####
pdf("plot-Daim.pdf",version=1.4)
plot(perform,method=".632+")
plot(perform,method="sample")
plot(perform,method=".632+",main="Comparison between methods")
plot(perform,method=".632",col="blue",add=TRUE)
plot(perform,method="loob",col="green",add=TRUE)
legend("bottomright",c(".632+",".632","loob"),
col=c("red","blue","green"),lty=1,inset=0.01)
plot(perform,all.roc=TRUE)
dev.off()
[Package
Daim version 1.0.0
Index]