kernelMatrix function

Kernel

computes the kernel matrix for elements taken in an argument.

kernelMatrix(
  Xtrain,
  kernel_type = "lin_kernel",
  kernel_pars,
  Xt = NULL,
  bin_cat = integer(0)
)

Arguments

• Xtrain: [matrix(1)]

  Matrix of training data points.

• kernel_type: [character(1)]

  Type of kernel that is required.

• kernel_pars: [vector(1)]

  Parameters of kernels.

• Xt: [matrix(1)]

  Matrix of data points to be mapped.

• bin_cat: indexes of binary/categorical variables.

Returns

[Kernel(1)] Object of class Kernel, with elements:

Details

Kernel

Author(s)

Cesaire J. K. Fouodo