0000565: Improved Naive Bayes

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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 Classiers)

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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