mlpack_hmm_generate(1) - Linux man page

Name

hmm_generate - hidden markov model (hmm) sequence generator

Synopsis

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

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 (XML).

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.

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.