R: Decoding method using residual belief propagation

decode.rbp {CRF} | R Documentation

## 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)

[Package CRF version 0.4-3 Index]