Class "kha"
The Kernel Hebbian Algorithm class
Objects can be created by calls of the form new("kha", ...).
or by calling the kha function.
pcv:Object of class "matrix" containing the
principal component vectors
eig:Object of class "vector" containing the
corresponding normalization values
eskm:Object of class "vector" containing the
kernel sum
kernelf:Object of class "kfunction" containing
the kernel function used
kpar:Object of class "list" containing the
kernel parameters used
xmatrix:Object of class "matrix" containing
the data matrix used
kcall:Object of class "ANY" containing the
function call
n.action:Object of class "ANY" containing the
action performed on NA
signature(object = "kha"): returns the
normalization values
signature(object = "kha"): returns the
performed call
signature(object = "kha"): returns the used
kernel function
signature(object = "kha"): returns the principal
component vectors
signature(object = "kha"): returns the kernel sum
signature(object = "kha"): embeds new data
signature(object = "kha"): returns the used
data matrix
Alexandros Karatzoglou
alexandros.karatzoglou@ci.tuwien.ac.at
# another example using the iris
data(iris)
test <- sample(1:50,20)
kpc <- kha(~.,data=iris[-test,-5], kernel="rbfdot",
kpar=list(sigma=0.2),features=2, eta=0.001, maxiter=65)
#print the principal component vectors
pcv(kpc)
kernelf(kpc)
eig(kpc)Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.