NAME

       mlpack_gmm_probability - gmm probability calculator

SYNOPSIS

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

DESCRIPTION

       This  program  calculates  the probability that given points came from a given GMM (that is, P(X | gmm)).
       The GMM is specified  with  the  --input_model_file  option,  and  the  points  are  specified  with  the
       --input_file  option.  The  output  probabilities  are  stored in the file specified by the --output_file
       option.

REQUIRED OPTIONS

       --input_file (-i) [string]
              File containing points.

       --input_model_file (-m) [string]
              File containing input GMM.

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 calculated probabilities 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.

                                                                                       mlpack_gmm_probability(1)