qkerntool (version 1.19)

as.cndkernmatrix: Assing cndkernmatrix class to matrix objects

Description

as.cndkernmatrix in package qkerntool can be used to create the cndkernmatrix class to matrix objects representing a CND kernel matrix. These matrices can then be used with the cndkernmatrix interfaces which most of the functions in qkerntool support.

Usage

# S4 method for matrix
as.cndkernmatrix(x, center = FALSE)

Arguments

x

matrix to be assigned the cndkernmatrix class

center

center the cndkernel matrix in feature space (default: FALSE)

See Also

cndkernmatrix,qkernmatrix

Examples

# NOT RUN {
## Create the data
x <- rbind(matrix(rnorm(10),,2),matrix(rnorm(10,mean=3),,2))
y <- matrix(c(rep(1,5),rep(-1,5)))

### Use as.cndkernmatrix to label the cov. matrix as a CND kernel matrix
### which is eq. to using a linear kernel

K <- as.cndkernmatrix(crossprod(t(x)))

K


# }