Conditional Space Sampler

Wrapper sampler that delegates to one sampler for finite candidate pools and another sampler for direct search-space sampling.

Creates a new conditional space sampler.

Format

R6::R6Class object inheriting from SpaceSampler.

Arguments

on_discrete

(SpaceSampler)
Sampler used when a pool is supplied.

on_continuous

(SpaceSampler)
Sampler used when pool is NULL.

Fields

on_discrete

(SpaceSampler) Sampler used when a pool is supplied.

on_continuous

(SpaceSampler) Sampler used when pool is NULL.

Construction

clx_sps("conditional")

See also

Other SpaceSampler: SpaceSampler, SpaceSamplerDistance, mlr_space_samplers, mlr_space_samplers_chain, 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