| mlbench.corners {mlbench} | R Documentation |
Corners of Hypercube
Description
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.
Usage
mlbench.corners(n=800, d=3, sides=rep(1,d), sd=0.1)
Arguments
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 |
Value
Returns an object of class "mlbench.corners" with components
x |
input values |
classes |
factor of length n with target classes |
Examples
p<-mlbench.corners()
plot(p)
library("scatterplot3d")
scatterplot3d(p$x, color=as.numeric(p$classes))
[Package
mlbench version 1.1-0
Index]