0000565: Improved Naive Bayes - Mantis

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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

2021-04-02 14:36

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

Relationships

There are no notes attached to this issue.

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
2019-09-03 16:25	SergeyB	Target Version	3.16.0 => 3.17.0
2021-04-02 14:36	SergeyB	Target Version	3.18.0 => 3.19.0

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