View source: R/kernel_functions.R
compute_gram_matrix | R Documentation |
Computes the Gram Matrix for a user-specified kernel using the library kernlab
. Note that
this function automatically standardizes the columns of the data entered.
compute_gram_matrix(X, kernel_type, params = c())
X |
The design matrix with $n$ rows (one for each subject) and $p$ columns (one for each measurement on the subject). This is the design matrix you wish to search for a more optimal design. |
kernel_type |
One of the following: "vanilla", "rbf", "poly", "tanh", "bessel", "laplace", "anova" or "spline". |
params |
A vector of numeric parameters. Each |
The n x n
gram matrix for the given kernel on the given data.
Adam Kapelner
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