NanoB2B::NNER
  SYNOPSIS
      NNER takes a nanoparticle article from the END database and searches for
      the nanoparticle based entity characteristics to create two ARFF
      files [train and test] using k-fold cross validation. WEKA is run
      on these ARFF files and an accuracy and customized results file is made

  INSTALL
        To install these modules run:

          perl Makefile.PL
          make
          make test
          make install

        This will install the modules in the standard locations. You will, 
        most probably, require root privileges to install in standard system
        directories. To install in a non-standard directory, specify a prefix
        during the 'perl Makefile.PL' stage as:

          perl Makefile.PL PREFIX=/home

        It is possible to modify other parameters during installation. The
        details of these can be found in the ExtUtils::MakeMaker
        documentation. However, it is highly recommended not messing 
        around with other parameters, unless you know what you're doing.

  CONTENTS
        All the modules that will be installed in the Perl system directory are
        present in the '/lib' directory tree of the package. These include the
        semantic relatedness modules -- 

          NanoB2B/NER.pm 

        -- present in the lib/ subdirectory. All these modules, once installed
        in the Perl system directory, can be directly used by Perl programs.

        The package contains a utils/ directory that contain Perl utility 
        programs. These utilities use the modules or provide some supporting
        functionality.

          nanob2b-ner.pl         -- simple example of using the module

  CONFIGURATION
    Configuration details that will help the user understand the packages
    dependendies.

    If you are using the UMLS or WordNet, descriptions of those and what
    aspects of the resources your are using go here.

    If you have some specific parameters, details of those can go here. For
    example if you have a configuration file that the user can modify.

  SOFTWARE COPYRIGHT AND LICENSE
        Copyright (C) 2017 Megan Charity & Bridget T McInnes

        This suite of programs is free software; you can redistribute it and/or
        modify it under the terms of the GNU General Public License as published
        by the Free Software Foundation; either version 2 of the License, or (at
        your option) any later version.

        This program is distributed in the hope that it will be useful, but
        WITHOUT ANY WARRANTY; without even the implied warranty of
        MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
        General Public License for more details.

        You should have received a copy of the GNU General Public License along
        with this program; if not, write to the Free Software Foundation, Inc.,
        59 Temple Place - Suite 330, Boston, MA  02111-1307, USA.

        Note: The text of the GNU General Public License is provided in the file
        'GPL.txt' that you should have received with this distribution.

  SEE ALSO
    <http://search.cpan.org/dist/NanoB2B-NNER>

  CONTACT US
    If you have any trouble installing and using NanoB2B-NNER, please
    contact us via the users mailing list :

      Megan Charity <charityml@vcu.edu>

    You may also contact us directly if you prefer :

      Megan Charity: charityml at vcu.edu
      Bridget T. McInnes: btmcinnes at vcu.edu

  AUTHORS
     Megan Charity, Virginia Commonwealth University
     charityml at vcu.edu

     Bridget T McInnes, University of Minnesota Twin Cities
     bthomson at cs.umn.edu

  DOCUMENTATION COPYRIGHT AND LICENSE
    Copyright (C) 2017 Megan Charity & Bridget T. McInnes

    Permission is granted to copy, distribute and/or modify this document
    under the terms of the GNU Free Documentation License, Version 1.2 or
    any later version published by the Free Software Foundation; with no
    Invariant Sections, no Front-Cover Texts, and no Back-Cover Texts.

    Note: a copy of the GNU Free Documentation License is available on the
    web at:

    <http://www.gnu.org/copyleft/fdl.html>

    and is included in this distribution as FDL.txt.