Computing the most likely configuration for CRF

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

`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 |

Approximate decoding using max-product tree-reweighted belief propagtion

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

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