NAME¶

hmm_viterbi - hidden markov model (hmm) viterbi state prediction

SYNOPSIS¶

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

DESCRIPTION¶

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 (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 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 http://www.mlpack.org or included with your distribution of MLPACK.