hp {MagmaClustR} | R Documentation |
Generate random hyper-parameters
Description
Generate a set of random hyper-parameters, specific to the chosen type of kernel, under the format that is used in Magma.
Usage
hp(
kern = "SE",
list_ID = NULL,
list_hp = NULL,
noise = FALSE,
common_hp = FALSE
)
Arguments
kern |
A function, or a character string indicating the chosen type of kernel among:
In case of a custom kernel function, the argument |
list_ID |
A vector, associating an |
list_hp |
A vector of characters, providing the name of each
hyper-parameter, in case where |
noise |
A logical value, indicating whether a 'noise' hyper-parameter should be included. |
common_hp |
A logical value, indicating whether the set of hyper-parameters is assumed to be common to all individuals. |
Value
A tibble, providing a set of random hyper-parameters associated with
the kernel specified through the argument kern
.
Examples
TRUE