mlpack_hmm_viterbi

NAME

mlpack_hmm_viterbi - hidden markov model (hmm) viterbi state prediction

SYNOPSIS

mlpack_hmm_viterbi [-h] [-v]

DESCRIPTION

This utility takes an already-trained HMM (--model_file) and evaluates the most probably hidden state sequence of a given sequence of observations (--input_file), using the Viterbi algorithm. The computed state sequence is saved to the specified output file (--output_file).

REQUIRED INPUT OPTIONS

--input_file (-i) [string]

Matrix containing observations, --input_model_file (-m) [string] Trained HMM to use.

OPTIONAL INPUT OPTIONS

--help (-h) [bool]

Default help info. Default value 0.

--info [string]

Get help on a specific module or option. Default value ’’.

--verbose (-v) [bool]

Display informational messages and the full list of parameters and timers at the end of execution. Default value 0.

--version (-V) [bool]

Display the version of mlpack. Default value

0.

OPTIONAL OUTPUT OPTIONS

--output_file (-o) [string]

File to save predicted state sequence to. Default value ’’.

ADDITIONAL INFORMATION

ADDITIONAL INFORMATION

For further information, including relevant papers, citations, and theory, For further information, including relevant papers, citations, and theory, consult the documentation found at http://www.mlpack.org or included with your consult the documentation found at http://www.mlpack.org or included with your DISTRIBUTION OF MLPACK. DISTRIBUTION OF MLPACK.