Provided by: mlpack-bin_3.0.4-1_amd64

**NAME**

mlpack_gmm_probability- gmm probability calculator

**SYNOPSIS**

mlpack_gmm_probability-istring-munknown[-Vbool] [-ostring] [-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: $ gmm_probability--input_model_filegmm.bin--input_filepoints.csv--output_fileprobs.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 ''.

**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.