mlpack_gmm_probability man page

mlpack_gmm_probability — gmm probability calculator


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


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.


--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 or included with your DISTRIBUTION OF MLPACK.