pax_global_header 0000666 0000000 0000000 00000000064 13257733236 0014525 g ustar 00root root 0000000 0000000 52 comment=2ae86a3315c0e62c2af742ae0daed9252e2f6394
dbacl-1.14.1/ 0000775 0000000 0000000 00000000000 13257733236 0012656 5 ustar 00root root 0000000 0000000 dbacl-1.14.1/AUTHORS 0000664 0000000 0000000 00000000037 13257733236 0013726 0 ustar 00root root 0000000 0000000 Laird Breyer:
author of dbacl. dbacl-1.14.1/COPYING 0000664 0000000 0000000 00000104374 13257733236 0013722 0 ustar 00root root 0000000 0000000
GNU GENERAL PUBLIC LICENSE
Version 3, 29 June 2007
Copyright (C) 2007 Free Software Foundation, Inc.
Everyone is permitted to copy and distribute verbatim copies
of this license document, but changing it is not allowed.
Preamble
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13. Use with the GNU Affero General Public License.
Notwithstanding any other provision of this License, you have
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The Free Software Foundation may publish revised and/or new versions of
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If the Program specifies that a proxy can decide which future
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15. Disclaimer of Warranty.
THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
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IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
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17. Interpretation of Sections 15 and 16.
If the disclaimer of warranty and limitation of liability provided
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END OF TERMS AND CONDITIONS
How to Apply These Terms to Your New Programs
If you develop a new program, and you want it to be of the greatest
possible use to the public, the best way to achieve this is to make it
free software which everyone can redistribute and change under these terms.
To do so, attach the following notices to the program. It is safest
to attach them to the start of each source file to most effectively
state the exclusion of warranty; and each file should have at least
the "copyright" line and a pointer to where the full notice is found.
Copyright (C)
This program 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 3 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, see .
Also add information on how to contact you by electronic and paper mail.
If the program does terminal interaction, make it output a short
notice like this when it starts in an interactive mode:
Copyright (C)
This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
This is free software, and you are welcome to redistribute it
under certain conditions; type `show c' for details.
The hypothetical commands `show w' and `show c' should show the appropriate
parts of the General Public License. Of course, your program's commands
might be different; for a GUI interface, you would use an "about box".
You should also get your employer (if you work as a programmer) or school,
if any, to sign a "copyright disclaimer" for the program, if necessary.
For more information on this, and how to apply and follow the GNU GPL, see
.
The GNU General Public License does not permit incorporating your program
into proprietary programs. If your program is a subroutine library, you
may consider it more useful to permit linking proprietary applications with
the library. If this is what you want to do, use the GNU Lesser General
Public License instead of this License. But first, please read
.
dbacl-1.14.1/ChangeLog 0000664 0000000 0000000 00000026535 13257733236 0014443 0 ustar 00root root 0000000 0000000 dbacl 1.14.1:
* changed defaults in dbacl.h to allow 16384 categories (thanks Johannes Gerer)
* compile using std=c99
dbacl 1.14:
* cleanup tempfiles in recalculate_reference_measure (thanks Marcin Mirosław)
* removed spherecl code (failed experiment).
dbacl 1.13:
* updated licence from GPL2 to GPL3.
* new classifier command spherecl (unfinished, unusable).
* new -Y switch.
* fine grained Mheaderid used for expanded token classes.
* rearrange options bitfield to make room for extra choices.
* new formula used for -U score.
* new -O switch. Updated man page.
* new -z switch.
* fixed compile problems in HPUX (thanks to Frank Spaniak).
* new -F switch for classifying several files per invocation.
* new checkpoint and restart scripts in the TREC directory.
* extra debug information for -d switch.
dbacl 1.12:
* some tests in make check need C locale (found by Szperacz).
* swap order of #include "util.h" and #include for gcc 4.0
* defined dummy yywrap() in risk-parser.y
* added the TREC2005 options files to the distribution.
* when using -T html:styles, now also shows CSS class.
* bug fix: some MMAP calls incorrectly tested NULL instead of MAP_FAILED.
* bug fix: std_tokenizer lost tokens with M_OPTION_NGRAM_STRADDLE_NL.
* bug fix: xml_character_filter, XTAG attributes straddling newlines.
* changed -T email:xheaders semantics slightly.
* re-added EXIT_STATUS section in man page (was lost after rewrite).
* fixed exit status when learning, to conform with Unix convention,
but classifying exit status continues to be nonstandard.
* new option -e char for single characters.
* updated code in mailinspect.c so that it compiles with slang2.
(thanks Clint Adams)
* changed util.h and tests/Makefile.am for IRIX make compilation.
(thanks to anonymous submitter)
* todo: find unchecked null pointers
* todo: fix flex linking problem
* new hypex command, a Chernoff exponent calculator for dbacl.
* optionally scan sources with splint (tricky, incomplete)
(thanks to Markus Elfring for pointing out the need for it).
dbacl 1.11:
* bug fix in mailcross.
* bug fix: SIGACTION changed to HAVE_SIGACTION.
* add slowdown warning on STDERR when learner hash won't grow any more.
* set extra_lines = 0 in process_file when U_OPTION_FILTER applies.
* add new switch -S to be used with -w, and make -w more standard.
* replace tmpfile() call with mytmpfile() + unlink().
* change the formula for score renormalizations and make complexity
into a fractional quantity.
* update/edit the manpages and tutorials.
* add new function fast_partial_save_learner().
dbacl 1.10:
* small changes to the documentation.
* add new TREC directory containing spamjig scripts.
* apply vpath changes, thanks to Clint Adams, see contrib directory.
* change is_binline() to be more robust across locales.
* bug fix in test scripts in case program doesn't run in C locale.
* -m switch now applies to learning with -o switch.
* add "b" to all the fopen() calls, including stdin handling.
* fix typos and updated documentation (thanks Keith Briggs).
* bug fix: add check for q = NULL pointer in std_tokenizer.
* implicit parentheses around regexes with -g switch.
* -0 switch is now default, added -1 switch to force preloading.
* -X switch no longer default for learning.
* convert some E_ERROR messages into E_FATAL.
* remove hacks in make_dirichlet_digrams(), agrees with dbacl.ps again.
* bug fix: handle style attribute in XTAGS if M_OPTION_SHOW_STYLE.
* parsing improvement: detect MIME headers with missing boundary.
* loophole fix: IGNORE_MIME_PREAMBLE in mbw.c.
dbacl 1.9:
* bug fix: bayesol expects '^scores', dbacl writes '^# scores', found
by Darryl Luff (thanks).
* dbacl -l now accepts directory names as well as mboxes.
* add new -U switch, to measure MAP ambiguity.
* change "n/a" type confidence value (-X switch) from 101 to 0,
which is friendlier to mailinspect.
* bug fix: -vnX displayed wrong percentage.
* new hmine command.
* add two new scoring types in mailinspect (-o switch).
* fix interactive compilation of mailinspect, which got broken by
previous automake redesign.
* new -T email:theaders option.
* bug fix: portable categories had been disabled in dbacl.h
dbacl 1.8.1:
* reformat output scores.
* fix -d switch to work during classification.
* new -m switch to speed up learning/classifying.
* bug fix: is_adp_char/is_cef_char was buggy, now ok + more modular.
* stop printing control codes with -D and -d switches.
* handle RFC 1153 format.
* add -T html:forms switch.
* bug fix: add extra newlines to input and flush filter caches.
* bug fix: uri encoding.
* bug fix: message/rfc822 mime type.
* where possible, write portable (byte order) category files.
* new make check autotest scripts (finally!).
* standardize error messages a bit more.
* rework automake system (after doing teh RTFM).
* remove boost regex code.
* move some common functions to new file util.c.
* fix bug in get_token_type() when MBOX mode is off.
* redesign the process_file() functions, fixing bugs.
* limit single token sizes to prevent numeric overflows in digitization.
* replace wcsncasecmp with mystrncasecmp as former is broken on glibc.
* cosmetic change to "summarize" testsuite commands.
dbacl 1.8:
* revise dbacl.ps: fixes typos (thanks to Keith Briggs) and brings
theory up to date.
* change html:links option to display full unparsed url.
* email mode now defaults to -e adp and -L uniform, unlike previous
version, whose behaviour can be obtained with -e cef -L dirichlet.
* new -e switch parameter (adp).
* new support for token classes. Not used much for now.
* rework reference measure estimations, modified -L switch.
* change default model policy from multinomial to hierarchical. To
obtain multinomial from now on, -M must always be used.
* add _GNU_SOURCE to shut up posix_memalign warnings on Linux.
* bug fix: decode_html_entity. This function just keeps bugging me.
* fix slightly the handling of HTML comments.
* fix some more options/bugs in the testsuite wrappers.
* bug fix: in digitizing digrams, because format has changed.
dbacl 1.7:
* add -q switch to control learning quality/speed.
* rework entropy optimization to reduce variability, and preload
weights if category already exists (-0 switch).
* improve buffering behaviour when using -f switch. Discovered
by Yoav Aner.
* add signal handlers with notification to stderr.
* add new costs.ps document describing the bayesol cost calculations.
* add new -N switch to bayesol.
* add basic "plot" commands for mailtoe/mailfoot (needs gnuplot).
* add new -o switch. Useful for faster mailtoe/mailfoot simulations.
* modify -x switch to skip full messages when used with -T "email" .
* add madvise calls for hash tables.
* bug fix: memset address was wrong in grow_learner_hash().
* bug fix: more robust quote parser inside xml tags. Discovered
by spammers. Thanks, whoever you are ;-)
* saving category files is now atomic, and cannot be corrupted.
* save category files with 440 permissions only.
* remove some deprecated bogofilter wrappers.
* forgot to check sscanf return values.
* bug fix: no plain_text_filter() for non-plaintext body parts.
* bug fix: decode_html_entity.
* bug fix: use 64 bit hashes when defining "huge" memory model.
* fix dbacl display bug with -N switch and single category.
dbacl 1.6:
* add new testsuite wrappers for crm114, SpamAssassin, SpamOracle.
* new autoconf check for wcstol (in case C library is incomplete).
Thanks to Marian Steinbach.
* new mailtoe and mailfoot commands similar to mailcross.
* merge the mailcross and mailcross.testsuite commands, and invert
their exit codes to get normal shell conventions.
* new -T switch to scan attachments somewhat like strings(1).
* fix a crash in mailinspect when viewing mailboxes with more than
1024 messages.
* remove "growing hashtable" warning - it's distracting and useless.
dbacl 1.5.1:
* fix a trivial, but serious bug: mail messages were not parsed
if they didn't start with From_.
* streamline html entity decoding inside XTAGS
* add new testsuite wrapper script for popfile (tested with 0.20.1 only).
* cosmetic changes to the testsuite scripts (e.g. /bin/sh --> /bin/bash
everywhere, at least until the scripts become truly portable).
dbacl 1.5:
* new mailcross.testsuite command.
* use poor man's templates (in mbw.c) for parsing functions.
* add several new -T switches.
* completely rework the xml filter.
* add new base64 and quoted-printable decoders.
* fix hang bug with signed chars during learning.
* fix bugs in mbox parser.
* slight reorganization and new features in mailcross.
* make digramic transitions semireversible.
* rework email.html tutorial.
* invert the readline and ncurses tests in configure.in
dbacl 1.4:
* add the -mieee switch on Alpha processors
(to prevent incorrect divide by zero errors - we use IEEE fp).
* add a tutorial for email classification.
* add dependency on ncurses to satisfy libreadline, following
a suggestion by Christian Loitsch.
* change slightly the bayesol risk calculation and parse risk
spec costs directly on log scale.
* add an -e switch to replace alpha character class tokenization.
* add a -L switch to replace digramic measure with Laplacian measure.
* add -fsigned-char compilation switch to Makefile.in for portability.
Discovered by Kerry Todyruik.
* change slightly the mbox/MIME parsing algorithm to fix
bugs where Base64 encoded attachements aren't skipped.
* change some of the sample*.txt files to preempt copyright issues,
following a suggestion by Johannes Huesing.
* fix misplaced post_line_fun() call in *process_file().
* use AC_FUNC_MBRTOWC in configure script instead of
manually checking headers.
dbacl 1.3.1:
* add basic vi cursor key support in mailinspect.
* don't pack structs if not GNU C compiler.
* remove hh modifier in fprintf calls.
* disable wide character support for BSD style machines.
* fix solaris compilation problem with sys/types.h. Thanks to
Wes Groleau for pointing out the bug.
* fix a typo in tutorial.
* fix for gcc-3.x compilation problem. '^M' is now '\r'. Thanks to
Mike Frysinger
dbacl 1.3:
* add a paragraph to the README
* dbacl now counts the number of emails found during learning.
* mailinspect permits (interactively) sorting an mbox by category
* refactored functions to allow sharing in dbacl.c and mailinspect.c
dbacl 1.2.1:
* new -H switch allows dynamically growing hash tables during learning
* bayesol now warns if complexities are disparate + warning in tutorial
* new command mailcross to perform cross validation
* new -A switch as a companion for -a switch
* remove empirical.track_features limitation on line length
dbacl 1.2:
* add simple-minded feature decimation for memory-constrained operation
* add new Bayes solution calculator (bayesol)
* add a tutorial
dbacl 1.1:
* add handler for regex submatch bitmaps.
* add a new dump model switch (-d).
* add new code for hierarchical type models (incl. -w switch).
* speed up hash macros
* insert typedefs for fine grained portability control.
* reformat the usage strings.
* properly separate components in n-grams.
* document the theoretical aspects of the design.
dbacl 1.0:
* add support for regular expressions
* add support for internationalization
* fix a bug (miscalculation of lambdas) in previous version.
dbacl 0.9:
* initial stable release.
dbacl-1.14.1/INSTALL 0000664 0000000 0000000 00000036332 13257733236 0013716 0 ustar 00root root 0000000 0000000 Installation Instructions
*************************
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dbacl-1.14.1/Makefile.am 0000664 0000000 0000000 00000001056 13257733236 0014714 0 ustar 00root root 0000000 0000000 AUTOMAKE_OPTIONS = 1.4 gnits
ACLOCAL = -I config
AUX_DIST = config/config.guess \
config/config.sub \
config/install-sh \
config/missing \
config/mkinstalldirs
EXTRA_DIST = bootstrap
SUBDIRS = doc src man ts TREC contrib
# fix for new auto{conf,make} behaviour ???
datarootdir ?= $(prefix)/share
dist-hook:
(cd $(distdir) && mkdir -p config)
for f in $(AUX_DIST); do \
cp $$f $(distdir)/$$f; \
done
trec:
make dist && (cat TREC/SFX $(distdir).tar.gz > $(distdir).TREC.sfx.sh)
test -e $(distdir).TREC.sfx.sh && chmod +x $(distdir).TREC.sfx.sh
dbacl-1.14.1/Makefile.in 0000664 0000000 0000000 00000056336 13257733236 0014740 0 ustar 00root root 0000000 0000000 # Makefile.in generated by automake 1.11.6 from Makefile.am.
# @configure_input@
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# but WITHOUT ANY WARRANTY, to the extent permitted by law; without
# even the implied warranty of MERCHANTABILITY or FITNESS FOR A
# PARTICULAR PURPOSE.
@SET_MAKE@
VPATH = @srcdir@
am__make_dryrun = \
{ \
am__dry=no; \
case $$MAKEFLAGS in \
*\\[\ \ ]*) \
echo 'am--echo: ; @echo "AM" OK' | $(MAKE) -f - 2>/dev/null \
| grep '^AM OK$$' >/dev/null || am__dry=yes;; \
*) \
for am__flg in $$MAKEFLAGS; do \
case $$am__flg in \
*=*|--*) ;; \
*n*) am__dry=yes; break;; \
esac; \
done;; \
esac; \
test $$am__dry = yes; \
}
pkgdatadir = $(datadir)/@PACKAGE@
pkgincludedir = $(includedir)/@PACKAGE@
pkglibdir = $(libdir)/@PACKAGE@
pkglibexecdir = $(libexecdir)/@PACKAGE@
am__cd = CDPATH="$${ZSH_VERSION+.}$(PATH_SEPARATOR)" && cd
install_sh_DATA = $(install_sh) -c -m 644
install_sh_PROGRAM = $(install_sh) -c
install_sh_SCRIPT = $(install_sh) -c
INSTALL_HEADER = $(INSTALL_DATA)
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dbacl-1.14.1/NEWS 0000664 0000000 0000000 00000016016 13257733236 0013361 0 ustar 00root root 0000000 0000000 dbacl NEWS -- history of user-visible changes. From August 2004.
Copyright (C) 2004-2012 Laird Breyer.
dbacl 1.14.1
This release changes the default settings to allow up to 16384 categories,
and fixes some other limits in line with modern standards.
dbacl 1.14
Bugfix release. No user visible changes.
dbacl 1.13
The new -P switch is intended to help with "unbalanced" training
corpora. When one category has much more training data than another,
there is an implicit bias in the likelihood scores that are output by
dbacl, which causes the optimal classification threshold to shift.
The -P switch adds a Poisson prior distribution on the document length,
which should normally be an improvement, but possibly too small to notice.
Note this only works with the -T email switch.
This could also be done more generally with the bayesol(1) utility, but
it is more convenient to have the -P switch, because the prior can be
adjusted dynamically from the category files.
The -U switch, which computes an uncertainty score (more precisely,
how unambiguous the best category is), now uses a different formula.
The meaning is the same as before, 100% means dbacl is sure of its
choice, 0% means it's unsure. The new formula attempts to better
represent the amount of uncertainty present during a classification,
and is based on the token hit rates as well as the category scores as
before.
The -O switch is a generalization of the -o switch. With -O, dbacl can
read several online learning files (each created with -o) and combine
them. These switches are only useful for simple forms of incremental
learning, for example -o is used in the TREC scripts.
dbacl 1.12
Added the "Can spam filters play chess?" essay to the bundled documentation,
look in the doc/chess directory. Added the TREC2005 options files to the
TREC directory. Fixed some parsing bugs.
There now is a new parser "-e char" which parses single characters. This
isn't useful on its own, but together with the -w switch this allows fast
construction of character n-gram models up to order 7. Note that you could
simply use a series of regular expressions to generate n-grams, but this
way doesn't have the regex overhead.
dbacl 1.11
For some reason which appears to be a typo, the signal handling code
was disabled, but now works as advertised.
The score calculations now do renormalization slightly differently,
and document complexities are also changed from integers to reals.
This should be practically unnoticeable for simple models, but for
divergences and complexities of n-gram models it will be, although the
impact is minor asymptotically for large complexity. This change
allows more meaningful direct comparisons between models based on
widely differing tokenization schemes, ie in principle it allows
comparing a category which is based solely on alphabetical word tokens
with another category which is based solely on numbers, for
example, even though they don't compare similar tokens.
Which is not to say that you should do it. You're safe if you
always learn all your categories with exactly the same set of model
switches.
When using the -w switch, complex tokens no longer continue past
the end of a line and onto the next one. This is more consistent
with other switch behaviours, and you can force n-grams to straddle
newlines by using the -S switch.
When using the -o and -m switches together, some extra memory mapping
is now performed. This is useful for keeping the mapped pages
invariant for the TREC tests, but doesn't help in speeding up the
simulation.
DISCUSSION
In the spamjig run [which performs classify/learn for every input
document], after all pages are locked into place, about 90% of the cpu
time is spent optimizing the weights [by contrast, in ordinary use,
about 70% of the running time is reading and parsing input]. The only
way I can see to improve the cpu bottleneck is to exploit symmetries
and compression techniques. However, this can't be done without
changing the learner hash structure, which must be thought through
carefully [and won't be done soon]. As an added benefit, doing this
correctly should imply much reduced memory requirements during
learning.
dbacl 1.10
A new TREC directory contains the necessary scripts and instructions
for running dbacl in the TREC/spam testing framework (spamjig).
The mail body parser was tweaked, so it no longer ignores the preamble
before the first MIME section. This goes against RFC 2046 (p.20)
recommendations, but if a spammer uses it, there's got to be a reason.
So now we also parse the preamble (can be disabled, see
IGNORE_MIME_PREAMBLE).
The -0 switch is now always on by default. Recall that its purpose is
to prevent weight preloading if the category file already
exists. Weight preloading speeds up the learning operation by starting
with the last known set of weights for the category. It's a nice idea,
but can cause trouble if the old category feature list is much different
from the new feature set to be learned. In particular, if you leave
an old category named "dummy" on your system, and months later you decide
to learn an unrelated category also named "dummy"...
Preloading must now be explicitly enabled with the new -1 switch if
you want to experiment with it.
The -g switch now scans a given regular expression for captures
(parentheses), and surrounds the expression with a single capture if
none were found as a convenience. The -g switch is powerful, but hard to
explain:
Many unix tools use regular expressions. Such an expression normally
matches a substring in the input, but if it also contains parentheses,
then whatever is inside those parentheses is "captured". So the
expression 'Hello .*' matches the string "Hello Fred", but the
expression 'Hello (.*)' both matches "Hello Fred" and also captures
"Fred". In dbacl, the -g switch lets you construct tokens from
captured expressions, but a corollary is that if you don't supply a
capture expression, then dbacl won't read any tokens at all! As a convenience,
if no parentheses exist, dbacl will now add some. Thus the command line switch
-g 'Hello .*' is converted to -g '(Hello .*)'
but -g 'Hello (.*)' is left untouched.
dbacl 1.9
The categories are now "portable" by default, unless the architecture
prevents it. Portable categories are stored in network byte order,
and data is converted on the fly when needed. The switch had been
disabled in version 1.8.1 by mistake.
A new command hforge is available. It scans an email header and checks
for signs of forgery.
dbacl 1.8.1
This is the first version of dbacl which includes a NEWS file.
This was forced at the GNU autotools insistence, and the author
is not responsible for the contents ;-).
dbacl now makes better use of the autotools, due in no small part
on liberal doses of RTFM. The most important aspect is the new
self-test suite, which can be invoked via make check. Other changes
in dbacl for this release are mainly bugfixes and code cleanup.
The -g and -i switches are now incompatible until further redesign.
The only other user-visible change is a new -m switch, which can speed
up repeated classifications tremendously.
dbacl-1.14.1/README 0000664 0000000 0000000 00000017435 13257733236 0013550 0 ustar 00root root 0000000 0000000 DBACL - digramic Bayesian classifier
PURPOSE
dbacl is a command line program which can be used to categorize
several types of text documents. Each document category is
constructed as a maximum entropy language model, with respect to
a reference measure based on digrams (character pairs).
Before recognition can take place, a number of text corpora must
be "learned". For example, an English category could be based on
a text file containing the collected works of Shakespeare. The
Gutenberg project (http://promo.net/pg/) makes freely available
many public domain works in electronic form.
After learning, any number of text files can be compared, in terms
of Bayesian posterior probabilities, with up to 128 learned categories.
The actual number of categories is limited only by available memory, and
can be changed by editing dbacl.h and recompiling.
Last but not least, dbacl also has special support for email message
formats, which permits its use as an email filter. Explanations and
instructions are in the man pages and bundled tutorials.
dbacl is bundled with a few other utilities:
- bayesol is a postprocessor which takes the dbacl output and computes
an optimal decision based on costs of misclassification. Together with
dbacl, this allows the construction of sophisticated, multilingual,
classification scripts, if you're not afraid of some shell scripting.
- mailcross performs email classification cross validation. It can be used
to assess the performance of custom email classification scripts based on
dbacl and bayesol. It also has a testsuite functionality to compare dbacl
with other open source email filters on your own email collections (this
functionality existed separately in the 1.5 series, but has been merged now).
At time of writing, 11 different mail classifiers can be compared.
- mailtoe performs train on error (TOE) simulation. This command is virtually
identical to mailcross. In particular, it allows TOE comparisons between
dbacl and other email filters.
- mailfoot performs fully ordered online training simulation. It functions
like mailcross and mailtoe.
- mailinspect reads an mbox style mail folder and displays the emails in sorted
order, based on similarity to any given category.
DOCUMENTATION
See the bundled manpages. Generic instructions can be found in the
file INSTALL. A tutorial is to be found in the file tutorial.html,
and an exposition of the algorithms is in dbacl.ps. An alternative
tutorial which is specialized for email classification is in the file
email.html. All these files are in the doc directory, but should be
installed automatically with the programs.
LICENSE
With the exceptions noted below, DBACL is distributed under the terms
of the GNU General Public License (GPL) which can be found in the file
COPYING. Some source files have free public licenses, by Bob Jenkins (hash
functions) and Stephen L. Moshier (cephes functions).
The sample text files are fair use quotes from various sources, and not
covered by the GPL. To prevent statistical bias, the samples cannot be
marked directly with the author's name:
- sample1.txt, sample3 and sampe5.txt are in the public domain, by Mark Twain.
- sample2.txt, sample4.txt are in the public domain, by Aristotle.
- sample6.txt is a forwarded email, copyright unknown.
- japanese.txt is a Japanese translation of the GNU General Public License,
copyright by the Free Software Foundation.
BUILDING
There are several configuration options you can change in the file
dbacl.h, if you want to increase the maximum number of categories or
optimize hash table overhead.
To build and install the program, you can execute the following steps
from within the source DBACL directory:
(note: you may have to replace make with gmake if you get errors)
./configure
make
make check
make install
The last part should be executed with superuser privileges for system
wide installation. Alternatively
./configure --prefix=/home/xyzzy
make
make check
make install
builds and installs in user xyzzy's home directory, without the need for
root privileges. In this case, the following environment variables
should be set permanently (e.g. in the file .profile):
PATH=$PATH:/home/xyzzy/bin
MANPATH=$MANPATH:/home/xyzzy/man
INTERNATIONALIZATION
dbacl uses the current locale for processing. 8-bit clean multibyte
character sets (such as UTF-8) are supported in the default mode, and
arbitrary multibyte character sets require the -i command line
option. Note that your version of dbacl might not support international
(wide) characters. This is checked for during compilation, see the
output of configure.
The following remarks only apply to previous versions of dbacl.
In version 1.8.1 and later, regexes are only available in multibyte
code. This is to discard the added complexity of dealing with wide
character regexes - wide regexes will be reintroduced in the future,
once a clean way of doing so is found.
If you intend to use the -i option together with regular
expressions, you must build with a wide character POSIX regex library:
ensure that the BOOST library is present on the system and type
./configure WIDE_REGEX=1
make
make install
Warnings:
1) there is a large performance penalty if you build dbacl this way,
which shows up whenever you use regular expressions. Only build this
way if you need correct regular expressions in a multibyte environment
which isn't 8-bit clean.
2) On some systems (e.g. BSD family), wide character functions are not
supported. The configure script will detect this and disable full
internationalization in this case. As a side effect, HTML entities
won't be converted into characters, which breaks some regression tests
when rinning make check. This is harmless.
3) The mailinspect command uses the slang library for interactive
mode. If the headers cannot be found in /usr/include or
/usr/include/slang, then compilation will skip interactive mode.
OTHER DEPENDENCIES
The main filter programs dbacl and bayesol have no special
dependencies, and can always be compiled.
mailinspect uses the readline and slang libraries for screen
management in interactive mode. The configure script will check for
these libraries and if it can't find them, mailinspect will be
compiled without interactive support.
mail{cross,toe,foot} are bash shell scripts which call awk and formail
at various points. They will test for the existence of these programs
in your path and refuse to run if it can't find them.
The testsuite functionality is partially implemented by the above
scripts, and partially by wrapper scripts for the various email
classifiers used. It is imperative that the scripts follow the
interface described in the mailcross.testsuite man page.
RUNNING
There is a tutorial which you can read with any web browser, point it to the
file tutorial.html. For command line options and examples of possible use,
type after installation:
man dbacl
man bayesol
man mailcross
man mailinspect
man mailtoe
man mailfoot
You can also find a technical description of the algorithms and statistics
in the postscript files dbacl.ps and costs.ps
UPGRADING FROM PREVIOUS VERSIONS
For simplicity, dbacl's category files are version coded. If you have
categories created by a previous version, simply relearn them with the
current version. Every time a category is relearned, the file is
rewritten from scratch in the correct format.
The mailcross.testsuite command from version 1.5 has been removed, but the
interface is unchanged. Any command which used to be of the form
"mailcross.testsuite xxx yyy" is now of the form "mailcross testsuite xxx yyy".
TUTORIAL SAMPLES
The tutorial.html document comes with several sample text files:
- sample{1,3,5}.txt are extracts from Mark Twain, Huckleberry Finn
- sample{2,4}.txt are extracts from Aristotle's Rhetoric.
AUTHOR
Laird A. Breyer
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top_build_prefix = @top_build_prefix@
top_builddir = @top_builddir@
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documentationdir = $(pkgdatadir)/TREC
documentation_DATA = initialize classify train finalize checkpoint restart \
audit-graph audit-scores \
basic-email verify-stderr OPTIONS README \
OPTIONS.adp-dir-d \
OPTIONS.adp-unif-d \
OPTIONS.bi-adp-unif-d \
OPTIONS.cef-dir-d \
OPTIONS.cef-unif-d \
OPTIONS.simple-d \
OPTIONS.simple-v \
OPTIONS.puretext-d \
OPTIONS.adp-u-d \
OPTIONS.bi-simple-d \
OPTIONS.TREC2005.1cefhuj \
OPTIONS.TREC2005.2adphu \
OPTIONS.TREC2005.3adphd \
OPTIONS.TREC2005.4adp \
TREC2005.txt
shutupdir = $(datarootdir)
EXTRA_DIST = initialize classify train finalize checkpoint restart \
audit-graph audit-scores \
basic-email verify-stderr SFX OPTIONS README \
OPTIONS.adp-dir-d \
OPTIONS.adp-unif-d \
OPTIONS.bi-adp-unif-d \
OPTIONS.cef-dir-d \
OPTIONS.cef-unif-d \
OPTIONS.simple-d \
OPTIONS.simple-v \
OPTIONS.puretext-d \
OPTIONS.adp-u-d \
OPTIONS.bi-simple-d \
OPTIONS.TREC2005.1cefhuj \
OPTIONS.TREC2005.2adphu \
OPTIONS.TREC2005.3adphd \
OPTIONS.TREC2005.4adp \
TREC2005.txt
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datarootdir ?= $(prefix)/share
# Tell versions [3.59,3.63) of GNU make to not export all variables.
# Otherwise a system limit (for SysV at least) may be exceeded.
.NOEXPORT:
dbacl-1.14.1/TREC/OPTIONS 0000664 0000000 0000000 00000000425 13257733236 0014472 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T email:xheaders -T html:links -T html:alt -L uniform -e cef2'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.TREC2005.1cefhuj 0000664 0000000 0000000 00000000405 13257733236 0017057 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L uniform -e cef -j'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.TREC2005.2adphu 0000664 0000000 0000000 00000000402 13257733236 0016712 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L uniform -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.TREC2005.3adphd 0000664 0000000 0000000 00000000404 13257733236 0016674 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L dirichlet -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.TREC2005.4adp 0000664 0000000 0000000 00000000330 13257733236 0016357 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:noheaders -L uniform -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.adp-dir-d 0000664 0000000 0000000 00000000404 13257733236 0016227 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L dirichlet -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.adp-u-d 0000664 0000000 0000000 00000000401 13257733236 0015712 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L uniform -e adp'
DBACL_COPTS='-U'
DBACL_CHAM='ham[ ]*#\([^%]*\)'
DBACL_CSPAM='spam[ ]*#\([^%]*\)'
DBACL_SGN='-'
dbacl-1.14.1/TREC/OPTIONS.adp-unif-d 0000664 0000000 0000000 00000000402 13257733236 0016410 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L uniform -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.bi-adp-unif-d 0000664 0000000 0000000 00000000324 13257733236 0017003 0 ustar 00root root 0000000 0000000 DBACL_LOPTS='-H 25 -1 -w 2 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L uniform -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.bi-simple-d 0000664 0000000 0000000 00000000272 13257733236 0016573 0 ustar 00root root 0000000 0000000 DBACL_LOPTS='-H 25 -0 -w 2 -T email -T email:headers -T email:theaders -L uniform -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.cef-dir-d 0000664 0000000 0000000 00000000407 13257733236 0016223 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L dirichlet -e cef -j'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.cef-unif-d 0000664 0000000 0000000 00000000405 13257733236 0016404 0 ustar 00root root 0000000 0000000 # these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L uniform -e cef -j'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.puretext-d 0000664 0000000 0000000 00000000202 13257733236 0016563 0 ustar 00root root 0000000 0000000 DBACL_LOPTS='-H 25 -1 -L uniform'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.simple-d 0000664 0000000 0000000 00000000200 13257733236 0016172 0 ustar 00root root 0000000 0000000 DBACL_LOPTS='-H 25 -1 -T email'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/OPTIONS.simple-v 0000664 0000000 0000000 00000000177 13257733236 0016231 0 ustar 00root root 0000000 0000000 DBACL_LOPTS='-H 25 -1 -T email'
DBACL_COPTS='-n'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
dbacl-1.14.1/TREC/README 0000664 0000000 0000000 00000011635 13257733236 0014301 0 ustar 00root root 0000000 0000000 DBACL and TREC 2005
This note explains how to use dbacl with the TREC 2005 Spam Filter
Evaluation Toolkit (or spamjig for short). The spamjig is a system you
can install to test and compare several spam filters with either
public data or your own private data. It is/was developed as part of
the NIST TREC 2005 conference.
The TREC Spam Filter Evalutation Toolkit can be downloaded from the
following location:
http://plg.uwaterloo.ca/~trlynam/spamjig/
The spamjig has a similar purpose as dbacl's mailcross testsuite
commands (see the man page for mailcross(1)), but uses a different
methodology with a possibly different selection of open and closed
source spam filters, and may be more up to date than the mailcross
wrappers for some filters.
This README file only covers the spamjig aspects directly related to
dbacl, please refer to the spamjig's documentation for other
installation and usage instructions.
If you have downloaded dbacl as part of the spamjig, then you
already have a self extracting archive, named something like this:
dbacl-1.9.1.TREC.sfx.sh
In that case, you can skip the next section. Otherwise, you will have
to create the file above from scratch, as explained below.
PREPARING THE DBACL SELF-EXTRACTING SHELL SCRIPT
The spamjig expects dbacl to come as a self-extracting shell script.
To create this script from the normal dbacl-1.xxx.tar.gz is very easy.
Suppose you have downloaded the file dbacl-1.9.1.tar.gz, then you
simply type
tar xfz dbacl-1.9.1.tar.gz
cd dbacl-1.9.1
./configure && make trec
This will automatically create a self-extracting script named
dbacl-1.9.1.TREC.sfx.sh and place it into the dbacl-1.9.1 directory.
USING THE SELF-EXTRACTING SCRIPT WITH THE SPAMJIG
To use the spamjig with a self extracting archive, first create
a directory where you would like to run the spamjig test. Normally,
this is a subdirectory of the spamjig working directory itself.
Next, you should copy the file dbacl-1.xxx.TREC.sfx.sh into your
chosen working directory, and type from within that directory
./dbacl-1.xxx.TREC.sfx.sh
You will obtain a list of instructions as well as a set of possible
optional parameters. Follow these instructions to create (in the
current working directory) all the necessary programs and scripts.
If something goes wrong, it should be printed on your terminal, so
please read the messages.
Upon success, you will have several scripts named initialize,
classify, train, finalize, in the same directory containing the
self extracting archive. These scripts are used by the spamjig,
consult the spamjig documentation for details.
Note: The self extracting archive checks for a local file named
OPTIONS.default. If this file is found in the current directory,
then you will not see instructions, but instead all the test jig
files will be extracted directly.
DBACL VARIANTS
The dbacl program has several switches and options which can result in
different classification performance. The spamjig scripts supplied
with dbacl are designed to allow you to experiment with different
settings if you like.
The switches and settings used for a simulation are defined in a
file called OPTIONS which exists in the share/dbacl/TREC subdirectory,
ie the same directory containing this README file. This file is
recreated every time initialize is called, so you cannot make changes
to it.
To change the simulation options, you have two choices: you can either select
a predefined OPTIONS file among the variants which are bundled with dbacl, or
you can write your own.
PREDEFINED VARIANTS
The initialize script accepts the name of an OPTIONS file on the command line, eg
initialize OPTIONS.simple
Here OPTIONS.simple is one among the OPTIONS.* files which are found in the
dbacl-xxx/TREC/ source directory, where the program was compiled.
Possible options are more or less as follows:
OPTIONS.simple-d
OPTIONS.simple-v
OPTIONS.adp-unif-d
OPTIONS.cef-unif-d
OPTIONS.adp-dir-d
OPTIONS.cef-dir-d
OPTIONS.bi-adp-unif-d
Remember that initialize will recreate the share/dbacl/TREC/OPTIONS file by
overwriting it with one of the above.
Each OPTIONS.* file is a text file and contains descriptions of the
algorithmic choices it mandates and other relevant information.
For the actual TREC conference, a specially named set of OPTIONS.* files
exist, but dbacl is packaged with several others for your convenience.
CUSTOM VARIANTS
You can also create your own OPTIONS.xxx file if the predefined variants are
not to your liking. To do so, simply create a file named OPTIONS.custom
and place it in the same directory which contains the self extracting archive
(ie where also the initialize script is created). Then you can type
initialize OPTIONS.custom
and the initialize script will look for the file OPTIONS.custom first among its
predefined variants, and then in the current working directory if not found.
The OPTIONS.custom file will overwrite the share/dbacl/TREC/OPTIONS file, and
the simulation will use your custom settings.
dbacl-1.14.1/TREC/SFX 0000664 0000000 0000000 00000012160 13257733236 0013776 0 ustar 00root root 0000000 0000000 #!/bin/sh
# This is a self extracting archive designed for the TREC 2005 spam
# filtering track. It deletes several directories and files in the current
# working dir, which will then be replaced.
#
# We construct the archive by cat SFX dbacl-xxx.tar.gz > dbacl-xxx.sfx
#
# This script accepts one optional command line argument. If present,
# we check whether a corresponding file named OPTIONS.zzz is present
# in the TREC subdirectory, where zzz is the argument value. This
# file is used to overwrite the OPTIONS file containing the switches
# for the simulation. In this way, we can self-install several
# variations of the classifier.
#
# If no options are given, we use OPTIONS.default if it exists in the
# current working directory. Each time a command line option is presented,
# the OPTIONS.default file is (re)created automatically from that argument.
#
# If no options are give, and no OPTIONS.default exists in the current
# working directory, then we present a help message and a list of
# possible OPTIONS.
#
#
NAME=`basename $0 .TREC.sfx.sh`
W=$PWD
SKIP=`grep -a -n -m 1 '^__ARCHIVE_FOLLOWS__' $0 | sed 's/:.*//'`
function usage() {
echo "Usage: $0 [XXX]"
echo ""
echo "Welcome to the dbacl TREC/spam evaluation package."
echo "This script unpacks automatically into the current directory"
echo "a fresh copy of all the files and programs expected by the"
echo "TREC 2005 spamjig (spam filter evaluation system), such as the"
echo "initialize script."
echo ""
echo "If you are seeing this message, then you have yet to select"
echo "which algorithms and runtime options are to be tested in this"
echo "instance of the spamjig test run. All you have to do is rerun"
echo "the present script with the appropriate value of XXX chosen"
echo "from the list below. This will copy a file named OPTIONS.default"
echo "into the current directory which will lock your chosen options"
echo "for all required scripts."
echo ""
echo "You can change options later by rerunning this script with"
echo "another value of XXX, or even edit the OPTIONS.default file"
echo "directly if you know what you are doing."
echo ""
echo "Possible values for XXX:"
tail -n +`expr $SKIP + 1` $0 | gunzip -c | tar t | grep 'TREC/OPTIONS.' | sed 's/^.*OPTIONS.//'
}
function warn_fs {
echo "################################################################"
echo "# A ramdisk speeds up simulation and protects your disks. #"
echo "# If you haven't done so already, use a ramdisk! #"
echo "# % mkdir /path/to/ramdisk #"
echo "# % mount tmpfs /path/to/ramdisk -t tmpfs -o size=150m #"
echo "# % cp OPTTIONS.default dbacl-xxx.TREC.sfx.sh /path/to/ramdisk #"
echo "# % cd /path/to/ramdisk #"
echo "# % ./dbacl-xxx.TREC.sfx.sh #"
echo "# (run simulation, copy results file away from ramdisk) #"
echo "# % umount /path/to/ramdisk #"
echo "################################################################"
echo "Press Ctrl-C to abort, or Enter to proceed."
read
}
OPTARG=$1
if [ -z $OPTARG ]; then
OPTARG=default
if [ ! -e "$W/OPTIONS.$OPTARG" ]; then
usage
exit 1
fi
fi
echo ""
echo "Installing $NAME - please wait...."
echo ""
warn_fs
rm -rf "$W/$NAME"
tail -n +`expr $SKIP + 1` $0 | gunzip -c | tar x
if [ -d "$W/$NAME" ]; then
if [ -n $OPTARG ]; then
if [ -e "$W/$NAME/TREC/OPTIONS.$OPTARG" ]; then
cat "$W/$NAME/TREC/OPTIONS.$OPTARG" > "$W/$NAME/TREC/OPTIONS"
cp -f "$W/$NAME/TREC/OPTIONS.$OPTARG" "$W/OPTIONS.default"
else
echo "No OPTIONS.$OPTARG in $W/$NAME/TREC, trying working directory..."
if [ -e "$W/OPTIONS.$OPTARG" ]; then
echo "Found $W/OPTIONS.$OPTARG."
cat "$W/OPTIONS.$OPTARG" > "$W/$NAME/TREC/OPTIONS"
else
echo "Could not find $W/OPTIONS.$OPTARG, using defaults."
fi
fi
fi
echo "Installing these options:"
echo "---------"
cat $W/$NAME/TREC/OPTIONS
echo "---------"
cd "$W/$NAME"
./configure "--prefix=$W" && make && make check && make install
if [ -x "$W/bin/dbacl" ]; then
for f in initialize finalize classify train checkpoint restart; do
rm -f "$W/$f" && cp "$W/share/dbacl/TREC/$f" "$W/$f"
chmod u+x "$W/$f"
done
else
echo "Installation did NOT complete successfully."
exit 1
fi
cd "$W"
rm -rf "$W/db" && mkdir "$W/db"
rm -f "$W/stderr.log"
. $W/share/dbacl/TREC/OPTIONS
rm -rf "$W/audit" && mkdir "$W/audit"
if [ -f "$W/share/dbacl/TREC/$AUDITCOMMAND" ]; then
cp "$W/share/dbacl/TREC/$AUDITCOMMAND" "$W/$AUDITCOMMAND"
chmod u+x "$W/$AUDITCOMMAND"
"$W/$AUDITCOMMAND" initialize "$W"
fi
"$W/train" ham "$W/share/dbacl/TREC/basic-email"
"$W/train" spam "$W/share/dbacl/TREC/basic-email"
if ! cmp -s "$W/stderr.log" "$W/share/dbacl/TREC/verify-stderr" ; then
echo "Basic learning failed. See stderr.log below:"
echo "---"
cat "$W/stderr.log"
exit 1
fi
else
echo "There was a problem while extracting the archive."
exit 1
fi
echo "Done!"
exit 0
# no extra characters allowed after this line!
__ARCHIVE_FOLLOWS__
dbacl-1.14.1/TREC/TREC2005.txt 0000664 0000000 0000000 00000005101 13257733236 0015215 0 ustar 00root root 0000000 0000000 TREC 2005 / spam filtering track
This is a description of the four dbacl filters that were submitted
for the pilot run. Each filter is based on dbacl 1.11, and packaged as
a standalong tar.gz file, containing the dbacl-1.11.TREC.sfx.sh script,
this README, and an OPTIONS.default text file.
To use this, simply unpack the archive and run the self extracting
script in the directory containing the OPTIONS.default file. This
will unpack the initialize and classify scripts. Then you can
run the spamjig scripts to perform all the remaining work.
dbacl needs a standard gcc build environment to compile but no
special libraries.
--------------------------
DESCRIPTION OF PILOT RUNS
--------------------------
breyerSPAMp1cefhuj.tar.gz
This filter tests the cef tokenizer with full standard header analysis
and uniform reference measure, case sensitive tokens.
breyerSPAMp2adphu.tar.gz
This filter tests the adp tokenizer with full standard header analysis
and uniform reference measure, lowercase tokens.
breyerSPAMp3adphd.tar.gz
This filter tests the adp tokenizer with full standard header analysis
and dirichlet reference measure, lowercase tokens.
breyerSPAMp4adp.tar.gz
This filter tests the adp tokenizer with only Subject analysis,
uniform reference measure, lowercase tokens.
==> OPTIONS.1cefhuj <==
# these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L uniform -e cef -j'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
==> OPTIONS.2adphu <==
# these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L uniform -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
==> OPTIONS.3adphd <==
# these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:headers -T email:theaders -T html:links -T html:alt -L dirichlet -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
==> OPTIONS.4adp <==
# these settings are interesting for the SA corpus
DBACL_LOPTS='-H 25 -1 -T email -T email:noheaders -L uniform -e adp'
DBACL_COPTS='-nv'
DBACL_CHAM='ham[ ]*\([^ ]*\)'
DBACL_CSPAM='.* spam[ ]*\([^ ]*\)'
DBACL_SGN=''
----------------------------
DESCRIPTION OF OFFICIAL RUNS
----------------------------
The enron pilot run was not very useful as a way of choosing
interesting options for the official run, so the pilot packages will
be repeated as-is.
dbacl-1.14.1/TREC/audit-graph 0000664 0000000 0000000 00000005612 13257733236 0015547 0 ustar 00root root 0000000 0000000 #!/bin/sh
# builds an audit file audit/index.html with graphical displays of the scores
# initialize: $2 is working dir
# train: $2 is correct class $3 is message file
# finalize:
. ./share/dbacl/TREC/OPTIONS
printheader() {
SOPT=`cat "$1/share/dbacl/TREC/OPTIONS"`
cat > "$1/audit/index.html" <Simulation Audit