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	<title>Charles and Bob's Machine Learning Blog</title>
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	<description>Applying state-of-the-art Statistical Machine Learning in Ruby to Text Mining and related problems</description>
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		<title>Charles and Bob's Machine Learning Blog</title>
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		<title>Spam or Ham: Some Experiments</title>
		<link>http://charlesandbob.wordpress.com/2009/03/10/spam-or-ham-some-experiments-in-ruby/</link>
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		<pubDate>Tue, 10 Mar 2009 05:23:49 +0000</pubDate>
		<dc:creator>charlesandbob</dc:creator>
				<category><![CDATA[Introduction to Text Mining]]></category>

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		<description><![CDATA[How to create and analyze a spam-or-ham classifier using an open source SVM , Ruby, MySQL, and some available data (i.e. the Enron Spam Corpus)<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=charlesandbob.wordpress.com&amp;blog=6881015&amp;post=22&amp;subd=charlesandbob&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
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		<title>What is Text Mining?</title>
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		<pubDate>Tue, 10 Mar 2009 05:01:37 +0000</pubDate>
		<dc:creator>charlesandbob</dc:creator>
				<category><![CDATA[Introduction to Text Mining]]></category>

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		<description><![CDATA[Text Mining here refers to using Support Vector Machines (SVMs) and related methods to solve real world, Internet-based problems in text analytics such as classifying documents, building recommenders, and optimizing search engine results.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=charlesandbob.wordpress.com&amp;blog=6881015&amp;post=9&amp;subd=charlesandbob&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
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		<title>Machine Learning in Ruby</title>
		<link>http://charlesandbob.wordpress.com/2009/03/09/machine-learning-in-ruby/</link>
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		<pubDate>Mon, 09 Mar 2009 02:58:33 +0000</pubDate>
		<dc:creator>charlesandbob</dc:creator>
				<category><![CDATA[Prologue]]></category>

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		<description><![CDATA[Bob and I started this blog to develop and discuss real world problems in applying state-of-the-art Statistical Machine Learning (SML) and other AI / NLP issues in the internet domain. We program in Ruby for convenience, and C/C++ for performance.  We use Support Vector Machines (SVMs) and other Maximum Margin (MM) methods as our primary [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=charlesandbob.wordpress.com&amp;blog=6881015&amp;post=3&amp;subd=charlesandbob&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
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