bionic (1) mlpack_preprocess_binarize.1.gz

Provided by: mlpack-bin_2.2.5-1build1_amd64 bug

NAME
       mlpack_preprocess_binarize - binarize data


SYNOPSIS
        mlpack_preprocess_binarize [-h] [-v]


DESCRIPTION
       This  utility  takes  a  dataset and binarizes the variables into either 0 or 1 given threshold. User can
       apply binarization on a dimension or the whole dataset. A dimension can be  specified  using  --dimension
       (-d) option. Threshold can also be specified with the --threshold (-t) option; The default is 0.0.

       The  program  does  not modify the original file, but instead makes a separate file to save the binarized
       data; The program requires you to specify the file name with --output_file (-o).

       For example, if we want to make all variables greater than 5 in dataset to 1 and ones that are less  than
       or equal to 5.0 to 0, and save the result to result.csv, we could run

       $ mlpack_preprocess_binarize -i dataset.csv -t 5 -o result.csv

       But if we want to apply this to only the first (0th) dimension of the dataset, we could run

       $ mlpack_preprocess_binarize -i dataset.csv -t 5 -d 0 -o result.csv


REQUIRED INPUT OPTIONS
       --input_file (-i) [string]
              File containing data.


OPTIONAL INPUT OPTIONS
       --dimension (-d) [int]
              Dimension  to  apply  the  binarization.  If not set, the program will binarize every dimension by
              default. Default value 0.

       --help (-h)
              Default help info.

       --info [string]
              Get help on a specific module or option.  Default value ''.

       --threshold (-t) [double]
              Threshold to be applied for binarization. If not set, the threshold defaults to 0.0. Default value
              0.

       --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.


OPTIONAL OUTPUT OPTIONS
       --output_file (-o) [string]
              File to save the output. Default value ''.


ADDITIONAL INFORMATION
ADDITIONAL INFORMATION
       For  further  information,  including  relevant  papers,  citations, and theory, For further information,
       including   relevant   papers,   citations,   and   theory,   consult   the   documentation   found    at
       http://www.mlpack.org  or  included with your consult the documentation found at http://www.mlpack.org or
       included with your DISTRIBUTION OF MLPACK.  DISTRIBUTION OF MLPACK.

                                                                    mlpack_preprocess_binarize(16 November 2017)