SYNOPSIS

mlpack_hmm_generate [-h] [-v] -l int -m string [-o string] [-s int] [-t int] [-S string] -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 OPTIONS

--length (-l) [int]

Length of sequence to generate.

--model_file (-m) [string]

File containing HMM.

OPTIONS

--help (-h)

Default help info.

--info [string]

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

--output_file (-o) [string]

File to save observation sequence to. Default value 'output.csv'.

--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.

--state_file (-S) [string]

File to save hidden state sequence to (may be left unspecified. Default value ''.

--verbose (-v)

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

--version (-V)

Display the version of mlpack.

ADDITIONAL INFORMATION

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