mlpack_hmm_viterbi man page

mlpack_hmm_viterbi — hidden markov model (hmm) viterbi state prediction


mlpack_hmm_viterbi [-h] [-v] -i string -m string [-o string] -V


This utility takes an already-trained HMM (--model_file) and evaluates the most probably hidden state sequence of a given sequence of observations (--input_file), using the Viterbi algorithm. The computed state sequence is saved to the specified output file (--output_file).

Required Options

--input_file (-i) [string]
File containing observations,
--model_file (-m) [string]
File containing HMM.


--help (-h)
Default help info.
--info [string]
Get help on a specific module or option. Default value ''.
--output_file (-o) [string]
File to save predicted state sequence to. Default value 'output.csv'.
--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 or included with your DISTRIBUTION OF MLPACK.