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</o:shapelayout></xml><![endif]--></head><body lang=EN-GB link=blue vlink=purple><div class=WordSection1><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>I’ve used Mallet (<a href="http://mallet.cs.umass.edu/">http://mallet.cs.umass.edu/</a>). Very easy to install and use. It took around 4 hours to load a 1700 document, 113 m word collection on a 2.27 GHz linux machine, with java set to use 4Gb memory. Then training a naive Bayes classifier and classifying documents with it is pretty well instant.<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>Hope this is enough information for you to tell if it meets your needs.<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Courier New";color:#1F497D'>Pete Whitelock, PhD</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'><br></span><span style='font-size:10.0pt;font-family:"Courier New";color:#1F497D'>Principal Language Engineer, Technology<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Courier New";color:#1F497D'>Academic Dictionaries</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'> <br></span><span style='font-size:10.0pt;font-family:"Courier New";color:#1F497D'>Oxford University Press</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'><o:p></o:p></span></p><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><b><span lang=EN-US style='font-size:10.0pt;font-family:"Tahoma","sans-serif"'>From:</span></b><span lang=EN-US style='font-size:10.0pt;font-family:"Tahoma","sans-serif"'> corpora-bounces@uib.no [mailto:corpora-bounces@uib.no] <b>On Behalf Of </b>Md. Hasanuzzaman<br><b>Sent:</b> 13 September 2012 11:17<br><b>To:</b> corpora@uib.no; mt-list@eamt.org<br><b>Subject:</b> [Corpora-List] Naive Bayes Classifier tool<o:p></o:p></span></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal style='margin-bottom:12.0pt'>Kindly suggest any Classification Tool for Naive Bayes Classifier (other than Weka) that efficiently handles String data.<br clear=all><br>-- <br><b><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#330033'>Md.Hasanuzzaman</span></b><br><b><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#330033'>Senior Research Engineer</span></b><br><b><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#330033'>Department of Computer Science and Engineering</span></b><br><b><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#330033'>Jadavpur University</span></b><br><b><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#330033'>Kolkata-700 032<br><br></span></b><o:p></o:p></p></div>
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