Man page - mlpack_gmm_probability(1)
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apt-get install mlpack-bin
Manual
mlpack_gmm_probability
NAMESYNOPSIS
DESCRIPTION
REQUIRED INPUT OPTIONS
OPTIONAL INPUT OPTIONS
OPTIONAL OUTPUT OPTIONS
ADDITIONAL INFORMATION
NAME
mlpack_gmm_probability - gmm probability calculator
SYNOPSIS
mlpack_gmm_probability -i unknown -m unknown [ -V bool ] [ -o unknown ] [ -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) [ unknown ]
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 ) [ unknown ] 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.