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] -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 (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.
- --version (-V)
- Display the version of mlpack.
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.