decode.rbp {CRF}

Decoding method using residual belief propagation

Description

Computing the most likely configuration for CRF

Usage

decode.rbp(crf, max.iter = 10000, cutoff = 1e-04, verbose = 0)

Arguments

crf

The CRF

max.iter

The maximum allowed iterations of termination criteria

cutoff

The convergence cutoff of termination criteria

verbose

Non-negative integer to control the tracing informtion in algorithm

Details

Approximate decoding using max-product residual belief propagation

Value

This function will return the most likely configuration, which is a vector of length crf$n.nodes.

Examples

library(CRF)
data(Small)
d <- decode.rbp(Small$crf)