generate_design_lhs

0th

Percentile

Generate a Space-Filling LHS Design

Generate a space-filling design using Latin hypercube sampling.

Usage
generate_design_lhs(param_set, n, lhs_fun = NULL)
Arguments
param_set

:: ParamSet.

n

:: integer(1) Number of points to sample.

lhs_fun

:: function(n, k) Function to use to generate a LHS sample, with n samples and k values per param. LHS functions are implemented in package lhs, default is to use lhs::maximinLHS().

Value

(data.table::data.table()).

See Also

Other generate_design: generate_design_grid, generate_design_random

Aliases
  • generate_design_lhs
Examples
# NOT RUN {
ps = ParamSet$new(list(
  ParamDbl$new("ratio", lower = 0, upper = 1),
  ParamFct$new("letters", levels = letters[1:3])
))
generate_design_lhs(ps, 10)
# }
Documentation reproduced from package paradox, version 0.1.0, License: LGPL-3

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