1mlpack_gmm_probability(1) User Commands mlpack_gmm_probability(1)
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6 mlpack_gmm_probability - gmm probability calculator
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9 mlpack_gmm_probability -i string -m unknown [-V bool] [-o string] [-h -v]
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12 This program calculates the probability that given points came from a
13 given GMM (that is, P(X | gmm)). The GMM is specified with the
14 '--input_model_file (-m)' parameter, and the points are specified with
15 the '--input_file (-i)' parameter. The output probabilities may be
16 saved via the '--output_file (-o)' output parameter.
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18 So, for example, to calculate the probabilities of each point in
19 'points.csv' coming from the pre-trained GMM 'gmm.bin', while storing
20 those probabilities in 'probs.csv', the following command could be
21 used:
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23 $ gmm_probability --input_model_file gmm.bin --input_file points.csv
24 --output_file probs.csv
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27 --input_file (-i) [string]
28 Input matrix to calculate probabilities of.
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30 --input_model_file (-m) [unknown]
31 Input GMM to use as model.
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34 --help (-h) [bool]
35 Default help info.
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37 --info [string]
38 Get help on a specific module or option. Default value ''.
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40 --verbose (-v) [bool]
41 Display informational messages and the full list of parameters
42 and timers at the end of execution.
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44 --version (-V) [bool]
45 Display the version of mlpack.
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48 --output_file (-o) [string]
49 Matrix to store calculated probabilities in. Default value ''.
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52 For further information, including relevant papers, citations, and the‐
53 ory, consult the documentation found at http://www.mlpack.org or
54 included with your distribution of mlpack.
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58mlpack-3.0.4 21 February 2019 mlpack_gmm_probability(1)