1mlpack_mean_shift(1)        General Commands Manual       mlpack_mean_shift(1)
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NAME

6       mlpack_mean_shift - mean shift clustering
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SYNOPSIS

9        mlpack_mean_shift [-h] [-v]
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DESCRIPTION

12       This program performs mean shift clustering on the given dataset, stor‐
13       ing the learned cluster assignments either as a column of labels in the
14       file containing the input dataset or in a separate file.
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OPTIONAL INPUT OPTIONS

17       --help (-h)
18              Default help info.
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20       --in_place (-P)
21              If  specified,  a  column containing the learned cluster assign‐
22              ments will be added to the input dataset  file.  In  this  case,
23              --output_file is overridden.
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25       --info [string]
26              Get help on a specific module or option.  Default value ''.
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28       --input_file (-i) [string]
29              Input dataset to perform clustering on. Default value ''.
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31       --labels_only (-l)
32              If specified, only the output labels will be written to the file
33              specified by --output_file.
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35       --max_iterations (-m) [int]
36              Maximum number  of  iterations  before  mean  shift  terminates.
37              Default value 1000.
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39       --radius (-r) [double]
40              If  the  distance  between  two centroids is less than the given
41              radius, one will be removed. A radius of  0  or  less  means  an
42              estimate  will  be  calculated  and used for the radius. Default
43              value 0.
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45       --verbose (-v)
46              Display informational messages and the full list  of  parameters
47              and timers at the end of execution.
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49       --version (-V)
50              Display the version of mlpack.
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OPTIONAL OUTPUT OPTIONS

53       --centroid_file (-C) [string] If specified, the centroids of each clus‐
54       ter will be written to the given file. Default value ’'.
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56       --output_file (-o) [string]
57              File to write output labels or labeled data to.   Default  value
58              ''.
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ADDITIONAL INFORMATION

ADDITIONAL INFORMATION
62       For further information, including relevant papers, citations, and the‐
63       ory, For further information, including relevant papers, citations, and
64       theory,  consult  the  documentation  found at http://www.mlpack.org or
65       included   with   your   consult    the    documentation    found    at
66       http://www.mlpack.org  or  included  with  your DISTRIBUTION OF MLPACK.
67       DISTRIBUTION OF MLPACK.
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71                                                          mlpack_mean_shift(1)



        

    


            
        

        

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