[Spambayes] Got through - redux

David Nemeth nemeth at sophiawireless.com
Fri Jul 2 11:49:55 EDT 2004


    David> Below is a variant of an email that has been getting through a
    David> lot recently (perhaps 8 or so variants of this email have gotten
    David> through).  Usually repetitive emails don't get through for very
    David> long.  The problem is when I mark it as spam, it latches on to
    David> the gibberesh hapaxes on the end, so the next one is not well
    David> recognized.

   Skip> Can you post the clues?  It doesn't matter how much gibberish is in
the
   Skip> message.  If it's never been seen before it won't have an effect on
the
   Skip> outcome.

Here are the clues I got after I deleted it as spam.

Combined Score: 100% (1)
Internal ham score (*H*): 0
Internal spam score (*S*): 1

# ham trained on: 1402
# spam trained on: 1071

150 Significant Tokens
token                               spamprob         #ham  #spam
'attempt'                           0.0740409          19      1
'up.'                               0.145059           32      4
'ncssrmwu'                          0.844828            0      1
'ngjzwrm'                           0.844828            0      1
'niecpt'                            0.844828            0      1
'njwnbbr'                           0.844828            0      1
'nkughvno'                          0.844828            0      1
'nlckmcxw'                          0.844828            0      1
'noljaqk'                           0.844828            0      1
'nvntm'                             0.844828            0      1
'oborb'                             0.844828            0      1
'ocyrvuytn'                         0.844828            0      1
'oeadv'                             0.844828            0      1
'oelkcechw'                         0.844828            0      1
'oftaetc'                           0.844828            0      1
'ohzkw'                             0.844828            0      1
'ojhhnod'                           0.844828            0      1
'ojrik'                             0.844828            0      1
'olvcefz'                           0.844828            0      1
'opsmxnx'                           0.844828            0      1
'oqmpqulko'                         0.844828            0      1
'ovyqygb'                           0.844828            0      1
'owkmlkbq'                          0.844828            0      1
'oyjqf'                             0.844828            0      1
'oyzmuo'                            0.844828            0      1
'pcekak'                            0.844828            0      1
'pcjsqo,'                           0.844828            0      1
'pgfyshtlw,'                        0.844828            0      1
'pkavswh'                           0.844828            0      1
'pkewmzom'                          0.844828            0      1
'pkqhwxi'                           0.844828            0      1
'poflljsyw-'                        0.844828            0      1
'pqwalihs'                          0.844828            0      1
'prfez,'                            0.844828            0      1
'qdmqx-'                            0.844828            0      1
'qdozqrvv'                          0.844828            0      1
'qffqaxegm'                         0.844828            0      1
'qfzymw'                            0.844828            0      1
'qgqaymxxi'                         0.844828            0      1
'qhrgod'                            0.844828            0      1
'qjeng'                             0.844828            0      1
'qjjvmkf'                           0.844828            0      1
'qltvwjvlx'                         0.844828            0      1
'qmxyzphr'                          0.844828            0      1
'qnqtd'                             0.844828            0      1
'qvuprsrhs'                         0.844828            0      1
'raiegnt'                           0.844828            0      1
'rbametas'                          0.844828            0      1
'rbjso'                             0.844828            0      1
'rcsmk'                             0.844828            0      1
'rdzzrz'                            0.844828            0      1
'rfhzxuogk'                         0.844828            0      1
'rjaxlyfaa'                         0.844828            0      1
'rlliqo'                            0.844828            0      1
'rmeba'                             0.844828            0      1
'rrvejn'                            0.844828            0      1
'runkrv'                            0.844828            0      1
'rvawuk'                            0.844828            0      1
'rvhxwoeoq'                         0.844828            0      1
'rzgxdl'                            0.844828            0      1
'sacvfym'                           0.844828            0      1
'sbnoi'                             0.844828            0      1
'scoewpwn.'                         0.844828            0      1
'sdqbmcdh'                          0.844828            0      1
'sdzti'                             0.844828            0      1
'shckbh'                            0.844828            0      1
'shields'                           0.844828            0      1
'sjfhf'                             0.844828            0      1
'sjijxi-'                           0.844828            0      1
'splkeiw-'                          0.844828            0      1
'stxffxhoy'                         0.844828            0      1
'subject:merrily'                   0.844828            0      1
'subject:played'                    0.844828            0      1
'subject:sun'                       0.844828            0      1
'subject:through'                   0.844828            0      1
'swhpbof'                           0.844828            0      1
'szqiv,'                            0.844828            0      1
'takdgpt'                           0.844828            0      1
'tfnpge-'                           0.844828            0      1
'tihpxdr'                           0.844828            0      1
'tklhsprmi-'                        0.844828            0      1
'tlieisoqu'                         0.844828            0      1
'tmfuhcuur'                         0.844828            0      1
'tnrpq'                             0.844828            0      1
'toasuhuns'                         0.844828            0      1
'tphmpo'                            0.844828            0      1
'twnim'                             0.844828            0      1
'ulfovrq'                           0.844828            0      1
'undqrp'                            0.844828            0      1
'uqcnxwoee'                         0.844828            0      1
'url:heokarda'                      0.844828            0      1
'utekimkw'                          0.844828            0      1
'utffrgkca'                         0.844828            0      1
'uuigysm'                           0.844828            0      1
'uvimc'                             0.844828            0      1
'uwvhfotm'                          0.844828            0      1
'uzetg.'                            0.844828            0      1
'vdsabn'                            0.844828            0      1
'vgofrsdsr'                         0.844828            0      1
'vgsdwlqi'                          0.844828            0      1
'vhnrce'                            0.844828            0      1
'vmqobmxw-'                         0.844828            0      1
'vpkzxbinh'                         0.844828            0      1
'vpwtveikx'                         0.844828            0      1
'vrswu'                             0.844828            0      1
'vxxbxgtzf'                         0.844828            0      1
'vykcvy'                            0.844828            0      1
'vywptxw'                           0.844828            0      1
'wbhqe'                             0.844828            0      1
'wcomnioy'                          0.844828            0      1
'wiboz'                             0.844828            0      1
'wirnw'                             0.844828            0      1
'wkaztnb'                           0.844828            0      1
'wnfmf'                             0.844828            0      1
'wpebsmrx'                          0.844828            0      1
'wujir'                             0.844828            0      1
'wvdptrph'                          0.844828            0      1
'wwiwpk'                            0.844828            0      1
'wxyrbivm'                          0.844828            0      1
'xhbzbkpmf'                         0.844828            0      1
'xhsnwnj'                           0.844828            0      1
'xlxpzuvgl'                         0.844828            0      1
'xnmeceob'                          0.844828            0      1
'xnqzr'                             0.844828            0      1
'xomziza'                           0.844828            0      1
'xpwrsmj'                           0.844828            0      1
'xudinibdk'                         0.844828            0      1
'xwyzancln'                         0.844828            0      1
'xzolkhvdg'                         0.844828            0      1
'yjvzdvvw'                          0.844828            0      1
'ylitiuopl'                         0.844828            0      1
'yriwjpb'                           0.844828            0      1
'yxponfnae'                         0.844828            0      1
'zamgjcf'                           0.844828            0      1
'zcmckawn'                          0.844828            0      1
'zdavib'                            0.844828            0      1
'zdwgnxnva.'                        0.844828            0      1
'zfcyj'                             0.844828            0      1
'zknjkclc'                          0.844828            0      1
'zmyazs'                            0.844828            0      1
'zqeyq,'                            0.844828            0      1
'zscah'                             0.844828            0      1
'zswcj'                             0.844828            0      1
'ztccstr-'                          0.844828            0      1
'zwcxysq'                           0.844828            0      1
'zwmxfsrrp'                         0.844828            0      1
'zxogk'                             0.844828            0      1
'zxvxkalz.'                         0.844828            0      1
'url:info'                          0.880939            4     24
'mor'                               0.934783            0      3

Message Stream
Return-Path: <szxrj at yp.com.mo> Thu, 1 Jul 2004 14:30:17
Received: from hc1-7g-u-0451.mc.onolab.com [62.42.97.196] by
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Message-ID: <000301c45fb3$1035c300$f7a382de at VNDVZXOCSOM>
From: "Margaret Shields" <szxrj at yp.com.mo>
To: <nemeth at sophiawireless.com>
Subject: sun played merrily through
Date: Thu, 01 Jul 2004 17:32:36 -0500
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X-Mailer: Microsoft Outlook Express 6.00.2800.1409
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zwmxfsrrp dvltfw dugdaeav wujir mjebdt
rrvejn splkeiw- vrswu vywptxw
fxftcpvxb olvcefz yriwjpb zknjkclc
kwhbnpiix. rbjso qltvwjvlx gbgdgeofs
jbanu kmwpxl uqcnxwoee twnim kfmey
ekvfprfd- gmpsfezw vxxbxgtzf pkewmzom gruwqgijf- ojrik
dnabdrz eneai zdavib prfez, qfzymw

<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN">
<HTML><HEAD>
<META http-equiv=Content-Type content="text/html; charset=iso-8859-1">
<META content="MSHTML 6.00.2800.1400" name=GENERATOR>
<STYLE></STYLE>
</HEAD>
<BODY bgColor=#ffffff>
This m<UJXDIH>ay be our last atte<HRFHWS/>mpt to
contact you, please do not wait<BR>until it's too late. Get
your appl</NUCEZ>ication in to us before &nbsp;
r<MHYFB/> at es<BR>go up. Interest &nbsp; r at
es &nbsp; for &nbsp;
mor t
g ages <CILMA/>&nbsp; are currently only 3<EKGBDG>.
5 %<BR>Please use the short f</KKHAY>orm <A
HREF="http://www.heokarda.info/">here</A>.<BR>
<BR>
Yours sincerely,<BR>
Margaret Shields<BR>
<BR><BR><BR><BR><BR><BR><BR><BR><BR><BR><BR><BR><BR><BR>
wvdptrph muppp ghfyawpc vpkzxbinh utffrgkca sjfhf xzolkhvdg dbsgjp<BR>
tmfuhcuur ljwvloo ocyrvuytn bwmjcany poflljsyw- qdozqrvv<BR>
auytohc ilsqxsma dtnzo qjeng ihdsczv lszmbn wbhqe qvuprsrhs<BR>
gczwshm aqmmhqhn toasuhuns ehbiwc oborb yxponfnae<BR>
wnfmf rdzzrz rjaxlyfaa nalaqyin eddtfzake brsipfqy, lfqivwts ggdxu<BR>
locrsrsz hohxrnks jjzwzpjhr cxzejugq, hphoj utekimkw yjvzdvvw cwcirpfc<BR>
vhnrce ncssrmwu boegqy uvimc cowwnbyxk takdgpt xpwrsmj<BR>
zdwgnxnva. zmyazs bvbytpky eucehb xhsnwnj oeadv vdsabn sdzti<BR>
eicfza intkjzrhh zamgjcf arakm pcekak noljaqk<BR>
lnacfaudn. nvntm jowrhaim- dmypwuh dxpzh wirnw wwiwpk<BR>
ewkjrupk enpbklv etafbvjx hfccneeib zcmckawn wkaztnb ulfovrq dxbmxrsy<BR>
zwcxysq xnmeceob hnqejlk rcsmk sdqbmcdh lkrbypdv<BR>
shckbh eqphv- gelebba ylitiuopl njwnbbr wxyrbivm vgofrsdsr ccvhkvlhq<BR>
jwyvz, tfnpge- pqwalihs lyrkqvqe iqvdng swhpbof hxhonq oyzmuo chlkxfavf<BR>
tihpxdr eotujjfdu hvteqtfic ovyqygb lizhdul lndzmo qffqaxegm runkrv<BR>
luupfh bfijkiad ztccstr- hnytpej- agnnkgtx rlliqo<BR>
brgqt nlckmcxw dipphmqu sjijxi- gbmhe pkavswh<BR>
eqholoax zfcyj eeowanhp rmeba qdmqx- tlieisoqu uwvhfotm zscah<BR>
eafei pgfyshtlw, hjcahse kdjnhtx. fpandaia- kcumuzk ljnpgcxod llclryu
iogxfyu<BR>
cxrwnv qnqtd zqeyq, ixwqenh ditrmzx mtsdw- icwoycou ohzkw<BR>
szqiv, gqjxk rvawuk jjvdrih kljewtlt aphkrxx zxogk<BR>
myvjmvwaw- ojhhnod acgqqjd uzetg. uuigysm dvliiitvs mfgjmdsrp<BR>
ivdqli krlixm rzgxdl stxffxhoy joxmp- zswcj kagavvna rfhzxuogk<BR>
tnrpq owkmlkbq oqmpqulko wcomnioy zxvxkalz. wiboz<BR>
xnqzr pcjsqo, xhbzbkpmf qmxyzphr xudinibdk nkughvno jsual idvecyftz
ngjzwrm<BR>
opsmxnx gmvhoiodi xlxpzuvgl qhrgod mqbnj fdsvemgvf<BR>
hxsyc oftaetc qgqaymxxi eophhrr ezujjo keasr- ekmtxh dhodovt oyjqf<BR>
pkqhwxi gkmncbf, xwyzancln ikmnsg glgryp cnqgcohuz gtqessss<BR>
hansoj. scoewpwn. oelkcechw rvhxwoeoq hrufrekeq hzgedwbb. wpebsmrx
lqrddxx<BR>
vgsdwlqi sbnoi niecpt bsmumjw. lrahmmte layvdcfmt undqrp<BR>
vmqobmxw- ccbcecej raiegnt ezckl tphmpo rbametas vpwtveikx<BR>
inklnqnhw, ctcxhdqbm etvasam. bneftjuq fbaxaqf fycgx<BR>
jcdzxeej gwjuqmrbz sacvfym kdnxtguqp. ephcdh tklhsprmi- vykcvy qjjvmkf
xomziza
</BODY></HTML>

All Message Tokens
342 unique tokens

'acgqqjd'
'ages'
'agnnkgtx'
'aphkrxx'
'application'
'aqmmhqhn'
'arakm'
'are'
'attempt'
'auytohc'
'before'
'bfijkiad'
'bneftjuq'
'boegqy'
'brgqt'
'brsipfqy,'
'bsmumjw.'
'bvbytpky'
'bwmjcany'
'cc:none'
'ccbcecej'
'ccvhkvlhq'
'chlkxfavf'
'cnqgcohuz'
'contact'
'content-type:text/plain'
'cowwnbyxk'
'ctcxhdqbm'
'currently'
'cwcirpfc'
'cxrwnv'
'cxzejugq,'
'dbsgjp'
'dhodovt'
'dipphmqu'
'ditrmzx'
'dmypwuh'
'dnabdrz'
'dtnzo'
'dugdaeav'
'dvliiitvs'
'dvltfw'
'dxbmxrsy'
'dxpzh'
'eafei'
'eddtfzake'
'eeowanhp'
'ehbiwc'
'eicfza'
'ekmtxh'
'ekvfprfd-'
'eneai'
'enpbklv'
'eophhrr'
'eotujjfdu'
'ephcdh'
'eqholoax'
'eqphv-'
'etafbvjx'
'etvasam.'
'eucehb'
'ewkjrupk'
'ezckl'
'ezujjo'
'fbaxaqf'
'fdsvemgvf'
'for'
'form'
'fpandaia-'
'from:addr:szxrj'
'from:addr:yp.com.mo'
'from:name:margaret shields'
'fxftcpvxb'
'fycgx'
'gbgdgeofs'
'gbmhe'
'gczwshm'
'gelebba'
'get'
'ggdxu'
'ghfyawpc'
'gkmncbf,'
'glgryp'
'gmpsfezw'
'gmvhoiodi'
'gqjxk'
'gruwqgijf-'
'gtqessss'
'gwjuqmrbz'
'hansoj.'
'header:Date:1'
'header:From:1'
'header:MIME-Version:1'
'header:Message-ID:1'
'header:Received:2'
'header:Return-Path:1'
'header:Subject:1'
'header:To:1'
'here.'
'hfccneeib'
'hjcahse'
'hnqejlk'
'hnytpej-'
'hohxrnks'
'hphoj'
'hrufrekeq'
'hvteqtfic'
'hxhonq'
'hxsyc'
'hzgedwbb.'
'icwoycou'
'idvecyftz'
'ihdsczv'
'ikmnsg'
'ilsqxsma'
'inklnqnhw,'
'interest'
'intkjzrhh'
'iogxfyu'
'iqvdng'
"it's"
'ivdqli'
'ixwqenh'
'jbanu'
'jcdzxeej'
'jjvdrih'
'jjzwzpjhr'
'jowrhaim-'
'joxmp-'
'jsual'
'jwyvz,'
'kagavvna'
'kcumuzk'
'kdjnhtx.'
'kdnxtguqp.'
'keasr-'
'kfmey'
'kljewtlt'
'kmwpxl'
'krlixm'
'kwhbnpiix.'
'last'
'late.'
'layvdcfmt'
'lfqivwts'
'lizhdul'
'ljnpgcxod'
'ljwvloo'
'lkrbypdv'
'llclryu'
'lnacfaudn.'
'lndzmo'
'locrsrsz'
'lqrddxx'
'lrahmmte'
'lszmbn'
'luupfh'
'lyrkqvqe'
'margaret'
'may'
'message-id:@VNDVZXOCSOM'
'mfgjmdsrp'
'mjebdt'
'mor'
'mqbnj'
'mtsdw-'
'muppp'
'myvjmvwaw-'
'nalaqyin'
'ncssrmwu'
'ngjzwrm'
'niecpt'
'njwnbbr'
'nkughvno'
'nlckmcxw'
'noljaqk'
'not'
'nvntm'
'oborb'
'ocyrvuytn'
'oeadv'
'oelkcechw'
'oftaetc'
'ohzkw'
'ojhhnod'
'ojrik'
'olvcefz'
'only'
'opsmxnx'
'oqmpqulko'
'our'
'ovyqygb'
'owkmlkbq'
'oyjqf'
'oyzmuo'
'pcekak'
'pcjsqo,'
'pgfyshtlw,'
'pkavswh'
'pkewmzom'
'pkqhwxi'
'please'
'poflljsyw-'
'pqwalihs'
'prfez,'
'proto:http'
'qdmqx-'
'qdozqrvv'
'qffqaxegm'
'qfzymw'
'qgqaymxxi'
'qhrgod'
'qjeng'
'qjjvmkf'
'qltvwjvlx'
'qmxyzphr'
'qnqtd'
'qvuprsrhs'
'raiegnt'
'rbametas'
'rbjso'
'rcsmk'
'rdzzrz'
'reply-to:none'
'rfhzxuogk'
'rjaxlyfaa'
'rlliqo'
'rmeba'
'rrvejn'
'runkrv'
'rvawuk'
'rvhxwoeoq'
'rzgxdl'
'sacvfym'
'sbnoi'
'scoewpwn.'
'sdqbmcdh'
'sdzti'
'sender:none'
'shckbh'
'shields'
'short'
'sincerely,'
'sjfhf'
'sjijxi-'
'splkeiw-'
'stxffxhoy'
'subject: '
'subject:merrily'
'subject:played'
'subject:sun'
'subject:through'
'swhpbof'
'szqiv,'
'takdgpt'
'tfnpge-'
'the'
'this'
'tihpxdr'
'tklhsprmi-'
'tlieisoqu'
'tmfuhcuur'
'tnrpq'
'to:2**0'
'to:addr:nemeth'
'to:addr:sophiawireless.com'
'to:no real name:2**0'
'toasuhuns'
'too'
'tphmpo'
'twnim'
'ulfovrq'
'undqrp'
'until'
'up.'
'uqcnxwoee'
'url:heokarda'
'url:info'
'url:www'
'use'
'utekimkw'
'utffrgkca'
'uuigysm'
'uvimc'
'uwvhfotm'
'uzetg.'
'vdsabn'
'vgofrsdsr'
'vgsdwlqi'
'vhnrce'
'vmqobmxw-'
'vpkzxbinh'
'vpwtveikx'
'vrswu'
'vxxbxgtzf'
'vykcvy'
'vywptxw'
'wait'
'wbhqe'
'wcomnioy'
'wiboz'
'wirnw'
'wkaztnb'
'wnfmf'
'wpebsmrx'
'wujir'
'wvdptrph'
'wwiwpk'
'wxyrbivm'
'x-mailer:microsoft outlook express 6.00.2800.1409'
'xhbzbkpmf'
'xhsnwnj'
'xlxpzuvgl'
'xnmeceob'
'xnqzr'
'xomziza'
'xpwrsmj'
'xudinibdk'
'xwyzancln'
'xzolkhvdg'
'yjvzdvvw'
'ylitiuopl'
'you,'
'your'
'yours'
'yriwjpb'
'yxponfnae'
'zamgjcf'
'zcmckawn'
'zdavib'
'zdwgnxnva.'
'zfcyj'
'zknjkclc'
'zmyazs'
'zqeyq,'
'zscah'
'zswcj'
'ztccstr-'
'zwcxysq'
'zwmxfsrrp'
'zxogk'
'zxvxkalz.'






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