A simple mlr3misc::Dictionary storing objects of class SpaceSampler.
Each sampler has an associated help page, see mlr_space_samplers_[id].
For a more convenient way to retrieve and construct a sampler, see
clx_sps() and clx_spss().
Format
R6::R6Class object inheriting from mlr3misc::Dictionary.
Methods
See mlr3misc::Dictionary.
See also
Sugar functions: clx_sps(), clx_spss()
Other Dictionary:
mlr_al_distances
Other SpaceSampler:
SpaceSampler,
SpaceSamplerDistance,
mlr_space_samplers_chain,
mlr_space_samplers_conditional,
mlr_space_samplers_gsx,
mlr_space_samplers_kmeans,
mlr_space_samplers_kmedoids,
mlr_space_samplers_lhs,
mlr_space_samplers_relational_kmeans,
mlr_space_samplers_sobol,
mlr_space_samplers_uniform
Examples
as.data.table(mlr_space_samplers)
#> Key: <key>
#> key label
#> <char> <char>
#> 1: chain Chained Space Sampler
#> 2: conditional Conditional Space Sampler
#> 3: gsx GSx Space Sampler
#> 4: kmeans K-Means Space Sampler
#> 5: kmedoids K-Medoids Space Sampler
#> 6: lhs LHS Space Sampler
#> 7: relational_kmeans Relational K-Means Space Sampler
#> 8: sobol Sobol Space Sampler
#> 9: uniform Uniform Space Sampler
#> man deterministic
#> <char> <lgcl>
#> 1: celecx::mlr_space_samplers_chain TRUE
#> 2: celecx::mlr_space_samplers_conditional TRUE
#> 3: celecx::mlr_space_samplers_gsx FALSE
#> 4: celecx::mlr_space_samplers_kmeans FALSE
#> 5: celecx::mlr_space_samplers_kmedoids TRUE
#> 6: celecx::mlr_space_samplers_lhs FALSE
#> 7: celecx::mlr_space_samplers_relational_kmeans FALSE
#> 8: celecx::mlr_space_samplers_sobol FALSE
#> 9: celecx::mlr_space_samplers_uniform TRUE
clx_sps("uniform")
#> <SpaceSamplerUniform:uniform>