focal (1) mlpack_gmm_probability.1.gz

NAME

       mlpack_gmm_probability - gmm probability calculator

SYNOPSIS

        mlpack_gmm_probability -i string -m unknown [-V bool] [-o string] [-h -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 (-m)' parameter, and the points are specified with  the
       '--input_file  (-i)' parameter. The output probabilities may be saved via the '--output_file (-o)' output
       parameter.

       So, for example, to calculate the probabilities of each point in 'points.csv' coming from the pre-trained
       GMM 'gmm.bin', while storing those probabilities in 'probs.csv', the following command could be used:

       $ mlpack_gmm_probability --input_model_file gmm.bin --input_file points.csv --output_file probs.csv

REQUIRED INPUT OPTIONS

       --input_file (-i) [string]
              Input matrix to calculate probabilities of.

       --input_model_file (-m) [unknown]
              Input GMM to use as model.

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

       --output_file (-o) [string]
              Matrix to store calculated probabilities in.

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.