mlpack_hmm_generate

NAME

mlpack_hmm_generate - hidden markov model (hmm) sequence generator

SYNOPSIS

mlpack_hmm_generate [-h] [-v]

DESCRIPTION

This utility takes an already-trained HMM (--model_file) and generates a random observation sequence and hidden state sequence based on its parameters, saving them to the specified files (--output_file and --state_file)

REQUIRED INPUT OPTIONS

--length (-l) [int]

Length of sequence to generate.

--model_file (-m) [string]

Trained HMM to generate sequences with.

OPTIONAL INPUT OPTIONS

--help (-h) [bool]

Default help info. Default value 0.

--info [string]

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

--seed (-s) [int]

Random seed. If 0, ’std::time(NULL)’ is used. Default value 0.

--start_state (-t) [int]

Starting state of sequence. Default value 0.

--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]

Matrix to save observation sequence to. Default value ’’.

--state_file (-S) [string]

Matrix to save hidden 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.