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ID Category Severity Reproducibility Date Submitted Last Update
0000565 [ALGLIB] Data analysis feature have not tried 2013-09-29 11:33 2018-11-17 23:23
Reporter SergeyB View Status public  
Assigned To SergeyB
Priority normal Resolution open  
Status assigned   Product Version
Summary 0000565: Improved Naive Bayes
Description Improvements:
* different ways of estimating class probabilities (see skikit)
* sparsity support
* complementary Bayes
* sparse datasets

Look at:
* http://scikit-learn.org/stable/modules/naive_bayes.html

Papers:
* http://people.csail.mit.edu/jrennie/papers/icml03-nb.pdf (Tackling the Poor Assumptions of Naive Bayes Text Classi ers)
Additional Information
Programming language Unspecified
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- Issue History
Date Modified Username Field Change
2013-09-29 11:33 SergeyB New Issue
2013-09-29 11:33 SergeyB Status new => assigned
2013-09-29 11:33 SergeyB Assigned To => SergeyB
2013-09-29 11:33 SergeyB Programming language => Unspecified
2018-01-02 17:19 SergeyB Target Version Near future => Next 'Data mining' release
2018-05-14 19:03 SergeyB Target Version Next 'Data mining' release => 3.15.0
2018-05-14 19:03 SergeyB Description Updated
2018-11-17 23:23 SergeyB Target Version 3.15.0 => 3.16.0


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