View source: R/mlbench-class.R
mlbench.hypercube | R Documentation |
The created data are d
-dimensional spherical Gaussians with standard
deviation sd
and means at the corners of a
d
-dimensional hypercube. The number of classes is 2^d
.
mlbench.hypercube(n=800, d=3, sides=rep(1,d), sd=0.1)
hypercube(d)
n |
number of patterns to create |
d |
dimensionality of hypercube, default is 3 |
sides |
lengths of the sides of the hypercube, default is to create a unit hypercube |
sd |
standard deviation |
Returns an object of class "mlbench.hypercube"
with components
x |
input values |
classes |
factor of length |
p <- mlbench.hypercube()
plot(p)
library("lattice")
cloud(x.3~x.1+x.2, groups=classes, data=as.data.frame(p))
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