paradox: generate_design_random – R documentation

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generate_design_random

Generate a Random Design

Description

Generates a design with randomly drawn points. Internally uses SamplerUnif, hence, also works for ParamSets with dependencies. If dependencies do not hold, values are set to NA in the resulting data.table.

Usage

generate_design_random(param_set, n)

Arguments

`param_set`	(ParamSet).
`n`	(`integer(1)`) Number of points to draw randomly.

Value

Design.

Examples

ps = ParamSet$new(list(
  ParamDbl$new("ratio", lower = 0, upper = 1),
  ParamFct$new("letters", levels = letters[1:3])
))
generate_design_random(ps, 10)

paradox

Define and Work with Parameter Spaces for Complex Algorithms

v0.7.1

LGPL-3

Authors

Michel Lang [cre, aut] (<https://orcid.org/0000-0001-9754-0393>), Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>), Jakob Richter [aut] (<https://orcid.org/0000-0003-4481-5554>), Xudong Sun [aut] (<https://orcid.org/0000-0003-3269-2307>), Martin Binder [aut], Marc Becker [ctb] (<https://orcid.org/0000-0002-8115-0400>)

Initial release