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[[Category:Courses]]
==CS598R Winter 2006: Special Projects - Text Classification and Text Clustering==

Welcome to the home page for CS598R Special Topics for Winter 2006.

Our proposal for study is here [[CS598R Winter 2006 Proposal]].

The papers we are reading are located on the [[Readings]] page.

===Topic Pages===

[[Mixture Models]]

[[Naive Bayes]]

[[Expectation-Maximization]]

[[Maximum Entropy]]

[[Log Likelihood Ratios]]

[[Log Domain Computations]]

[[Cluster Quality Metrics]]

===Experiments===
[[Add-one Smoothing Performance]]

[[Gaussian Mixture Distributions as a fit for a Non-parametric distribution]]

[[Naive Bayes with EM and Unlabeled Documents vs Naive Bayes]]

[[TF Feature Selection With Naive Bayes Multinomial]]

[[Distributional Word Clustering]]

[[Feature Selection with Naive Bayes]]

[[Document Clustering]]

=== Data ===
[[Reuters Data]]

[[Reuters21578]]

[[Enron]]

===Student Pages===

[[User:Msg26]]

===Tools and Resources===
[http://www.cs.waikato.ac.nz/~ml/weka/arff.html ARFF Data Format]

[http://www.cs.waikato.ac.nz/~ml/ Weka]

[http://www.csie.ntu.edu.tw/~cjlin/libsvm/ LibSVM]

[http://addins.msn.com/devguide.aspx#WindowsDesktopSearchApi Windows Desktop Search API]

===Research From Abroad===
[http://www.cs.umass.edu/~ronb/papers/email.pdf Automatic Categorization of Email into Folders: Benchmark Experiments on Enron and SRI Corpora]

[http://www.cs.umass.edu/~ronb/ Ron Bekkerman's Research]

Return to Classes:CS598R.

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