[Spambayes] Are they learning?

Rob Hooft rob at hooft.net
Sun Feb 16 17:27:52 EST 2003


Neil Schemenauer wrote:
> Bill Yerazunis wrote:
> 
>>Actually, I wouldn't worry about it.  That format still has 98% or so
>>of the tokens intact, and the phrasing is still heavily spam.
> 
> 
> Spambayes with my DB still finds lots of clues:
[...]
>    'url:tropicalpills' 0.844827586207
[...]
> The spammers are starting to squirm. :-)

Lot less positive here. You're missing all the python.org mailinglist 
clues, because I only sent the message body! And apparently you have 
seen "tropicalpills" already before...

Running it manually now, I get:

X-Spambayes-Classification: unsure; 0.49
X-Hammie-Debug: '*H*': 0.90; '*S*': 0.88; 'subject:] ': 0.00; 'task': 0.01;
         'header:Errors-To:1': 0.01; 'subject:[': 0.01; 
'header:Received:7': 0.03;
         'cc:2**1': 0.03; 'skip': 0.03; 'subject:SIG': 0.06; 
'subject:Image': 0.06;
         'try': 0.19; 'subject:-': 0.20; 'subject:from': 0.22; 'want.': 
0.26;
         'way': 0.28; 'going': 0.29; 'content-type:text/plain': 0.32; 
"we're": 0.33;
         'its': 0.34; 'header:Message-ID:1': 0.35; 'skip:p 10': 0.39; 
'right': 0.39;
         'header:Importance:1': 0.61; 'url:com': 0.63; 'subject:, ': 0.66;
         'your': 0.68; 'header:Reply-To:1': 0.68; 'link': 0.72;
         'content-type:multipart/mixed': 0.73; 'ready': 0.73; 'skip:9 
10': 0.73;
         'url:www': 0.73; 'subject:  ': 0.79; 'url:php': 0.82; 'below': 
0.83;
         'subject:home': 0.83; 'url:main2': 0.84; 'url:rx': 0.84; 
'here': 0.86;
         'online': 0.87; 'visit': 0.90; 'appointments': 0.91; 
'subject:!\n\t': 0.91;
         'subject:Order': 0.91; 'now!!!': 0.93; 'orders': 0.96; 'fedex': 
0.97;
         'header:MiME-Version:1': 1.00


-- 
Rob W.W. Hooft  ||  rob at hooft.net  ||  http://www.hooft.net/people/rob/
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Subject: [Image-SIG] Order  v_i a g r_a  from home, no doctors!
	6470Mmzw5-869qv-14
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Date: Thu, 06 Feb 2003 19:30:05 -0500
X-Spambayes-Classification: unsure; 0.46
Status: RO

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