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)
- --length (-l) [int]
- Length of sequence to generate.
- --model_file (-m) [string]
- File containing HMM.
- --help (-h)
- Default help info.
- --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)
- Display informational messages and the full list of parameters and timers
at the end of execution.
- --version (-V)
- Display the version of mlpack.
OPTIONAL OUTPUT OPTIONS¶
- --output_file (-o) [string]
- File to save observation sequence to. Default value ''.
- --state_file (-S) [string]
- File to save hidden state sequence to. Default value ''.
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.