Provided by: mlpack-bin_3.0.4-1_amd64
mlpack_gmm_probability - gmm probability calculator
mlpack_gmm_probability -i string -m unknown [-V bool] [-o string] [-h -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 (-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: $ 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] Get help on a specific module or 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. Default value ''.
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.