sample.tree {CRF}

R Documentation

Sampling method for tree- and forest-structured graphs

Description

Generating samples from the distribution

Usage

sample.tree(crf, size)

Arguments

crf	The CRF
size	The sample size

Details

Exact sampling for tree- and forest-structured graphs with sum-product belief propagation and backward-sampling

Value

This function will return a matrix with size rows and crf$n.nodes columns, in which each row is a sampled configuration.

Examples

library(CRF)
data(Small)
s <- sample.tree(Small$crf, 100)

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