Hi.
I'm trying to plot a pair of intertwined spirals and an svm that
separates them. I'm having some trouble. Here's what I tried.
> library(mlbench)
> library(e1071)
Loading required package: class
> raw <- mlbench.spirals(200,2)
> spiral <- data.frame(class=as.factor(raw$classes), x=raw$x[,1], y=raw$x[,2])
> m <- svm(class~., data=spiral)
> plot(m, spiral)
Error in -x$index : invalid argument to unary operator
So we delve into e1071:::plot.svm. When I run the code in plot.svm
everything is fine up until
points(formula, data = data[-x$index, ], pch = dataSymbol,
col = symbolPalette[colind[-x$index]])
That gives me the same error message, "Error in -x$index : invalid
argument to unary operator". The weird thing is that I can run either
of the those statements in isolation
data[-x$index, ]
symbolPalette[colind[-x$index]]
and neither gives me an error. I looked in the two points functions I
can see (points.default and points.formula) but neither calls x$index.
I was following along the documentation for plot.svm, which has a
simple example (that works)
## a simple example
library(MASS)
data(cats)
m <- svm(Sex~., data = cats)
plot(m, cats)
I don't see what the difference between their example and mine.
Can anyone help me?
Thank you,
Josh.
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