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<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'>Hello,<o:p></o:p></span></font></span></p>

<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'>First let me say thank you for all your hard work on this project &#8211; it is
fantastic! I have recommended it to many people who have found it to be
everything I claimed ;-) <o:p></o:p></span></font></span></p>

<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'><![if !supportEmptyParas]>&nbsp;<![endif]><o:p></o:p></span></font></span></p>

<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'>I am a product planner for a very large software project so hopefully my
ideas aren&#8217;t to lame. <o:p></o:p></span></font></span></p>

<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'><![if !supportEmptyParas]>&nbsp;<![endif]><o:p></o:p></span></font></span></p>

<p class=MsoNormal style='margin-left:.25in'><span class=EmailStyle15><font
size=2 color=black face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:
12.0pt;font-family:Arial'><![if !supportEmptyParas]>&nbsp;<![endif]><o:p></o:p></span></font></span></p>

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 <li class=MsoNormal style='color:black;mso-list:l0 level1 lfo1;tab-stops:list .5in'><span
     class=EmailStyle15><font size=2 color=black face=Arial><span
     style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:Arial'>I
     have noticed lately that may spammers are moving to add fake HTML tags in
     the middle of the words to screw the parsers up, much in the same way that
     people obfuscate their email addresses on web pages to beat the spambots.
     (E.G. from a spam received today - </span></font></span>www.lif&lt;kdhpzam&gt;eisimpo&lt;/gortcxld&gt;rtant.biz&lt;br&gt;&lt;br&gt;).<span
     class=EmailStyle15><font size=2 color=black face=Arial><span
     style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:Arial'> I
     was thinking if you could database valid HTML tags (perhaps learned and
     pre-populated?) so that new unknown tags would count as spam probability. This
     would primarily mean inverting the way &lt; &gt; tags are handled compared
     to other words, that is assuming spam, learning ham. In the above example &lt;br&gt;
     would be ham and the others spam. You could even set a property file to
     allow x number of false tags to score the whole email as spam. In the
     above example spam there were 11 fake tags.<o:p></o:p></span></font></span></li>
</ol>

<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'><![if !supportEmptyParas]>&nbsp;<![endif]><o:p></o:p></span></font></span></p>

<p class=MsoNormal style='margin-left:.25in'><span class=EmailStyle15><font
size=2 color=black face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:
12.0pt;font-family:Arial'><![if !supportEmptyParas]>&nbsp;<![endif]><o:p></o:p></span></font></span></p>

<ol style='mso-margin-top-alt:0in' start=2 type=1>
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     class=EmailStyle15><font size=2 color=black face=Arial><span
     style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:Arial'>The
     last one is a bit fancy but here goes. On possible spam measure the
     recovered vs. bad and look at the scores. With an algorithm you should be
     able to auto adjust the thresholds &#8211; just a thought.<o:p></o:p></span></font></span></li>
</ol>

<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'><span style="mso-spacerun: yes">&nbsp;</span><o:p></o:p></span></font></span></p>

<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'><![if !supportEmptyParas]>&nbsp;<![endif]><o:p></o:p></span></font></span></p>

<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'>HTH,<o:p></o:p></span></font></span></p>

<p class=MsoNormal><span class=EmailStyle15><font size=2 color=black
face=Arial><span style='font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:
Arial'>Dave <o:p></o:p></span></font></span></p>

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