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mlpack_gmm_probability(26 December 2016) mlpack_gmm_probability(26 December 2016)

NAME

mlpack_gmm_probability - gmm probability calculator

SYNOPSIS

 mlpack_gmm_probability [-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 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 INPUT OPTIONS

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

OPTIONAL INPUT OPTIONS

--help (-h)
Default help info.
--info [string]
Get help on a specific module or option. Default value ''.
--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.

OPTIONAL OUTPUT OPTIONS

--output_file (-o) [string]
File to save calculated probabilities to. Default value ''.

ADDITIONAL INFORMATION

ADDITIONAL INFORMATION

For further information, including relevant papers, citations, and theory, For further information, including relevant papers, citations, and theory, consult the documentation found at http://www.mlpack.org or included with your consult the documentation found at http://www.mlpack.org or included with your DISTRIBUTION OF MLPACK. DISTRIBUTION OF MLPACK.