[Spambayes] Still getting horrible results from SpamBayes -
Anyadvice?
Adam Lasnik
alasnik at smilezone.com
Sun Sep 14 17:59:19 EDT 2003
Thanks for all your prompt help!
Here are some clarifications.
- There are about 1,000 each of spam and ham in my SpamBayes database
- By false positives, I mean that SpamBayes treats the mails as ham, not
unsure.
- I realize the Nigerian scams use different language, but with these
and many of the other spams SpamBayes is missing, there is still quite a
bit of consistent language. And, for instance, the fake "I saw your
profile!" spams use almost the exact same language each time, and 99% of
the time, the listed e-mail address is from Hotmail (when barely any of
my friends use Hotmail). These should register as something other than
0% or 4%.
- Changing my cutoffs wouldn't help. This isn't a matter of SpamBayes
ALMOST getting it right (e.g., 78% 'spam'), but rather, not even coming
close.
- I've included a typical "I saw your profile" spam below. Note that it
now says spam score of 85%, but this is AFTER I reclassified it. Would
it be more helpful for me to submit Clues to this list from e-mail
before I reclassify it?
Thanks again for your help!
Regards,
Adam
http://smilezone.com/ -- Everything to make you smile :)
-----
Spam Score: 85% (0.8516)
word spamprob #ham #spam
'*H*' 0.134717 - -
'*S*' 0.837917 - -
"i'm" 0.0796865 330 33
'old' 0.197553 81 23
'found' 0.204999 164 49
'years' 0.228916 154 53
'saw' 0.230668 55 19
'pictures' 0.232825 60 21
'back' 0.264985 215 90
'name' 0.299411 123 61
'email' 0.304498 446 227
'from:addr:yahoo.com' 0.313371 134 71
'skip:i 10' 0.314242 216 115
'want' 0.321543 256 141
'and' 0.366785 947 638
'female' 0.382766 14 10
'your' 0.399498 809 626
'header:Received:2' 0.694116 198 523
'skip:[ 40' 0.707537 2 6
'byee...' 0.828196 0 1
'email name:willie_342_morning' 0.828196 0 1
'from:addr:girlacm' 0.828196 0 1
'subject:...#!!' 0.828196 0 1
'to:addr:imo' 0.828196 0 1
'anna...^' 0.896278 0 2
'subject:hello...' 0.896278 0 2
'message-id:@rogue.bloghosts.com' 0.922656 7 100
'^^^^' 0.942138 0 4
'whatever..' 0.969292 0 8
'x-mailer:microsoft outlook express 6.00.2462.0000' 0.972516
0 9
Message Stream:
Status: U
Return-Path: <girlaCm at yahoo.com>
Received: from rogue.bloghosts.com ([64.246.52.17])
by albert.mail.atl.earthlink.net (Earthlink Mail Service) with
ESMTP id
19YAl84jH3Nl3qU0
for <alasnik at mindspring.com>; Sun, 14 Sep 2003 13:07:10 -0400
(EDT)
Received: from [217.84.167.152] (helo=sender1003)
by rogue.bloghosts.com with esmtp (Exim 4.20) id
19yaL5-0004VC-IS
for thatadamguy at smilezone.com; Sun, 14 Sep 2003 13:07:08 -0400
From: girlaCm at yahoo.com
Subject: hello...#!!
Content-Type: text/plain
Content-Transfer-Encoding: text/plain
Date: Sun, 15 Sep 2002 01:03:48 -0700
X-Priority: 3
X-Library: Indy 10.00.14-B
To: imO
X-Mailer: Microsoft Outlook Express 6.00.2462.0000
Message-Id: <E19yaL5-0004VC-IS at rogue.bloghosts.com>
X-AntiAbuse: This header was added to track abuse,
please include it with any abuse report
X-AntiAbuse: Primary Hostname - rogue.bloghosts.com
X-AntiAbuse: Original Domain - smilezone.com
X-AntiAbuse: Originator/Caller UID/GID - [47 12] / [47 12]
X-AntiAbuse: Sender Address Domain - yahoo.com
Hello, I'm 22 years old female and my name is Anna...^ I saw your
profile on the net and found to be interesting.. email me back at
Willie_342_morning at hotmail.com if you want to exchange pictures or
whatever..
^^^^
Hugs, byee...
[U/.QWL,b61NpB)t.2qH=?Buj\T?n.R;gBb:ce6\s0]
Message Tokens:
49 unique tokens
'^^^^'
'and'
'anna...^'
'back'
'byee...'
'cc:none'
'content-type:text/plain'
'email'
'email addr:hotmail.com'
'email name:willie_342_morning'
'exchange'
'female'
'found'
'from:addr:girlacm'
'from:addr:yahoo.com'
'from:no real name:2**0'
'header:Date:1'
'header:From:1'
'header:Message-Id:1'
'header:Received:2'
'header:Return-Path:1'
'header:Subject:1'
'header:To:1'
'hello,'
'hugs,'
"i'm"
'message-id:@rogue.bloghosts.com'
'name'
'net'
'old'
'pictures'
'profile'
'reply-to:none'
'saw'
'sender:none'
'skip:[ 40'
'skip:i 10'
'subject:...#!!'
'subject:hello...'
'the'
'to:2**0'
'to:addr:imo'
'to:no real name:2**0'
'want'
'whatever..'
'x-mailer:microsoft outlook express 6.00.2462.0000'
'years'
'you'
'your'
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