gptk (version 1.06)

kernCreate: Initialise a kernel structure.

Description

Initialise a kernel structure.

Usage

kernCreate(x, kernType, kernOptions=NULL)

Arguments

x

Input data values (from which kernel will later be computed).

kernType

Type of kernel to be created, some standard types are 'lin', 'rbf', 'white', 'bias' and 'rbfard'. If a cell of the form {'cmpnd', 'rbf', 'lin', 'white'} is used a compound kernel based on the sum of the individual kernels will be created. The 'cmpnd' elem

kernOptions

the kernel options.

Value

• kern
  The kernel structure.

Details

kern <- kernCreate(x, kernType) input points and a kernel type.

kern <- kernCreate(dim, kernType) creates a kernel matrix structure given the dimensions of the design matrix and the kernel type.

See Also

kernParamInit.

Examples

## missing