Index a cia_chains object

Usage

# S3 method for class 'cia_chains'
list()[i, ...]

Arguments

x: A cia_chain object.
i: An index to get the cia_chain iterations.
...: ellipsis for extra indexing parameters.

Value

A cia_chains object.

Examples

data <- bnlearn::learning.test

dag <- UniformlySampleDAG(colnames(data))
partitioned_nodes <- DAGtoPartition(dag)

scorer <- CreateScorer(
  scorer = BNLearnScorer, 
  data = data
  )

results <- SampleChains(10, partitioned_nodes, PartitionMCMC(), scorer)
results[5]
#> [[1]]
#> $state
#> $state[[1]]
#>   partition node
#> 1         1    D
#> 2         2    A
#> 3         2    F
#> 4         3    E
#> 5         4    B
#> 6         4    C
#> 
#> 
#> $log_score
#> [1] -24283.28
#> 
#> $proposal_info
#> $proposal_info[[1]]
#> $proposal_info[[1]]$proposal_used
#> [1] "split_join"
#> 
#> 
#> 
#> $mcmc_info
#> $mcmc_info[[1]]
#> $mcmc_info[[1]]$accept
#> [1] FALSE
#> 
#> $mcmc_info[[1]]$white_obeyed
#> [1] TRUE
#> 
#> $mcmc_info[[1]]$black_obeyed
#> [1] TRUE
#> 
#> $mcmc_info[[1]]$jac
#> [1] -0.3566749
#> 
#> $mcmc_info[[1]]$mhr
#> [1] -238.6145
#> 
#> 
#> 
#> attr(,"class")
#> [1] "cia_chain"
#> 
#> [[2]]
#> $state
#> $state[[1]]
#>   partition node
#> 1         1    F
#> 2         2    E
#> 3         3    D
#> 4         4    C
#> 5         5    B
#> 6         6    A
#> 
#> 
#> $log_score
#> [1] -24483.92
#> 
#> $proposal_info
#> $proposal_info[[1]]
#> $proposal_info[[1]]$proposal_used
#> [1] "split_join"
#> 
#> 
#> 
#> $mcmc_info
#> $mcmc_info[[1]]
#> $mcmc_info[[1]]$accept
#> [1] FALSE
#> 
#> $mcmc_info[[1]]$white_obeyed
#> [1] TRUE
#> 
#> $mcmc_info[[1]]$black_obeyed
#> [1] TRUE
#> 
#> $mcmc_info[[1]]$jac
#> [1] -0.1823216
#> 
#> $mcmc_info[[1]]$mhr
#> [1] -444.3151
#> 
#> 
#> 
#> attr(,"class")
#> [1] "cia_chain"
#> 
#> attr(,"class")
#> [1] "cia_chains"