NAME

       mlpack_hmm_loglik - hidden markov model (hmm) sequence log-likelihood

SYNOPSIS

        mlpack_hmm_loglik -i unknown -m unknown [-V bool] [--log_likelihood double] [-h -v]

DESCRIPTION

       This  utility  takes  an already-trained HMM, specified with the ’--input_model_file (-m)' parameter, and
       evaluates the log-likelihood of a sequence of observations, given with the '--input_file (-i)' parameter.
       The computed log-likelihood is given as output.

       For example, to compute the log-likelihood of the sequence 'seq.csv' with the pre-trained HMM  'hmm.bin',
       the following command may be used:

       $ mlpack_hmm_loglik --input_file seq.csv --input_model_file hmm.bin

REQUIRED INPUT OPTIONS

       --input_file (-i) [unknown]
              File containing observations,

       --input_model_file (-m) [unknown]
              File containing HMM.

OPTIONAL INPUT OPTIONS

       --help (-h) [bool]
              Default help info.

       --info [string]
              Print help on a specific option. Default value ''.

       --verbose (-v) [bool]
              Display informational messages and the full list of parameters and timers at the end of execution.

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

OPTIONAL OUTPUT OPTIONS

       --log_likelihood [double]
              Log-likelihood of the sequence. Default value 0.

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.

mlpack-4.6.0                                      06 April 2025                             mlpack_hmm_loglik(1)