FlattenChains: Flatten chains
In cia: Learn and Apply Directed Acyclic Graphs for Causal Inference

FlattenChains

R Documentation

Flatten chains

Description

Flatten a cia_chains object into a single cia_chain object. This is helpful for when you want to calculate a feature across using all samples across the cia_chains.

Usage

FlattenChains(chains)

Arguments

chains

A cia_chains object.

Value

A cia_chain object of flattened samples.

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)
FlattenChains(results)[1:3]

cia documentation built on April 4, 2025, 5:23 a.m.