xenial (1) mlpack_nbc.1.gz

Provided by: mlpack-bin_2.0.1-1_amd64 bug

NAME

       mlpack_nbc - parametric naive bayes classifier

SYNOPSIS

        mlpack_nbc [-h] [-v] [-I] [-m string] [-l string] [-o string] [-M string] [-T string] [-t string] -V

DESCRIPTION

       This  program  trains the Naive Bayes classifier on the given labeled training set, or loads a model from
       the given model file, and then may use that trained model to classify the points in a given test set.

       Labels are expected to be the last row of the training set (--train_file), but labels can also be  passed
       in  separately as their own file (--labels_file). If training is not desired, a pre-existing model can be
       loaded with the --input_model_file (-m) option.

       The '--incremental_variance' option can be used to force the training to use an incremental algorithm for
       calculating variance. This is slower, but can help avoid loss of precision in some cases.

       If  classifying  a test set is desired, the test set should be in the file specified with the --test_file
       (-T) option, and the classifications will be saved to the file  specified  with  the  --output_file  (-o)
       option. If saving a trained model is desired, the --output_model_file (-M) option should be given.

OPTIONS

       --help (-h)
              Default help info.

       --incremental_variance (-I)
              The variance of each class will be calculated incrementally.

       --info [string]
              Get help on a specific module or option.  Default value ''.  --input_model_file (-m) [string] File
              containing input Naive Bayes model.  Default value ''.

       --labels_file (-l) [string]
              A file containing labels for the training set.  Default value ''.

       --output_file (-o) [string]
              The file in which the predicted labels for the  test  set  will  be  written.  Default  value  ''.
              --output_model_file (-M) [string] File to save trained Naive Bayes model to.  Default value ''.

       --test_file (-T) [string]
              A file containing the test set. Default value ’'.  --training_file (-t) [string] A file containing
              the training set. Default value ''.

       --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.

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_nbc(1)