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    if you used the second method. By doing this, the installed modules are
    found by your program. To run the runDiscovery.pl program, you would
    need to do

       perl -I/home/lib/perl5/site_perl/5.16.3 runDiscovery.pl

       or

       perl -I/home/lib

    Of course, you could also add the 'use lib' line to the top of the
    program yourself, but you might not want to do that. You will need to
    replace 5.8.3 with whatever version of Perl you are using. The preceding
    instructions should be sufficient for standard and slightly non-standard
    installations. However, if you need to modify other makefile options you
    should look at the ExtUtils::MakeMaker documentation. Modifying other
    makefile options is not recommended unless you really, absolutely, and
    completely know what you're doing!

    NOTE: If one (or more) of the tests run by 'make test' fails, you will
    see a summary of the tests that failed, followed by a message of the
    form "make: *** [test_dynamic] Error Y" where Y is a number between 1
    and 255 (inclusive). If the number is less than 255, then it indicates
    how many test failed (if more than 254 tests failed, then 254 will still
    be shown). If one or more tests died, then 255 will be shown. For more
    details, see:

        <http://search.cpan.org/dist/Test-Simple/lib/Test/Builder.pm#EXIT_CODES>

  Stage 4: Create an co-occurrence matrix
    ALBD requires that a co-occurrence matrix of CUIs has been created. This
    matrix is stored as a flat file, in a sparse matrix format such that
    each line contains three tab seperated values, cui_1, cui_2, n_11 = the
    count of their co-occurrences. Any matrix with that format is
    acceptable, however the intended method of matrix generation is to
    convert a UMLS::Association database into a flat matrix file. These
    databases are created using the CUICollector tool of UMLS::Association,
    and are run over the MetaMapped Medline baseline. With that file, run
    utils/datasetCreator/fromMySQL/dbToTab.pl to convert the desired
    database into a matrix file. Notice that code in dbToTab.pl is just a
    sample mysql command. If the input database is created in another
    method, a different command may be needed. As long as the resulting
    co-occurrence matrix is in the correct format LBD may be run on it. This
    allows flexibility in where co-occurrence information comes from.

    Note: utils/datasetCreator/fromMySQL/removeQuotes.pl may need to be run
    on the resulting tab seperated file, if quotes are inlcuded in the
    resulting co-ocurrence matrix file.

  Stage 5: Set up Dummy UMLS::Association Database
    UMLS::Association requires that a database can be connected to that is
    in the correct format. Although this database is not required for ALBD
    (since co-occurrence data is loaded from a co-occurrence matrix), it is
    required to run UMLS:Association. If you ran UMLS::Association to
    generate a co-occurrence matrix, you should be fine. Otherwise you will
    need to create a dummy database that it can connect to. This can be done
    in a few steps:

    1) open mysql type mysql at the terminal

    2) create the default database in the correct format, type: CREATE
    DATABASE cuicounts; use cuicounts; CREATE TABLE N_11(cui_1 CHAR(10),
    cui_2 CHAR(10), n_11 BIGINT(20));

CONTACT US
    If you have any trouble installing and using ALBD, please contact us us
    directly :

        Sam Henry: henryst at vcu.edu

        Bridget McInnes: btmcinnes at vcu.edu

SOFTWARE COPYRIGHT AND LICENSE
    Copyright (C) 2017 Sam Henry & Bridget 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.