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lazyBayesianRules

Lazy Bayesian Rules Classifier. The naive Bayesian classifier provides a simple and effective approach to classifier learning, but its attribute independence assumption is often violated in the real world. Lazy Bayesian Rules selectively relaxes the independence assumption, achieving lower error rates over a range of learning tasks. LBR defers processing to classification time, making it a highly efficient and accurate classification algorithm when small numbers of objects are to be classified. For more information, see: Zijian Zheng, G. Webb (2000). Lazy Learning of Bayesian Rules. Machine Learning. 4(1):53-84.

Лицензия

Лицензия
Категории

Категории

Weka Прикладные библиотеки Machine Learning
Группа

Группа

nz.ac.waikato.cms.weka
Идентификатор

Идентификатор

lazyBayesianRules
Последняя версия

Последняя версия

1.0.2
Дата

Дата
Тип

Тип

jar
Описание

Описание

lazyBayesianRules
Lazy Bayesian Rules Classifier. The naive Bayesian classifier provides a simple and effective approach to classifier learning, but its attribute independence assumption is often violated in the real world. Lazy Bayesian Rules selectively relaxes the independence assumption, achieving lower error rates over a range of learning tasks. LBR defers processing to classification time, making it a highly efficient and accurate classification algorithm when small numbers of objects are to be classified. For more information, see: Zijian Zheng, G. Webb (2000). Lazy Learning of Bayesian Rules. Machine Learning. 4(1):53-84.
Ссылка на сайт

Ссылка на сайт

http://weka.sourceforge.net/doc.packages/lazyBayesianRules
Организация-разработчик

Организация-разработчик

University of Waikato, Hamilton, NZ

Скачать lazyBayesianRules

Имя Файла Размер
lazyBayesianRules-1.0.2.pom
lazyBayesianRules-1.0.2.jar 13 KB
lazyBayesianRules-1.0.2-tests.jar 4 KB
lazyBayesianRules-1.0.2-test-sources.jar 1 KB
lazyBayesianRules-1.0.2-sources.jar 9 KB
lazyBayesianRules-1.0.2-javadoc.jar 36 KB
Обзор

Как подключить последнюю версию

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/lazyBayesianRules/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>lazyBayesianRules</artifactId>
    <version>1.0.2</version>
</dependency>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/lazyBayesianRules/
implementation 'nz.ac.waikato.cms.weka:lazyBayesianRules:1.0.2'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/lazyBayesianRules/
implementation ("nz.ac.waikato.cms.weka:lazyBayesianRules:1.0.2")
'nz.ac.waikato.cms.weka:lazyBayesianRules:jar:1.0.2'
<dependency org="nz.ac.waikato.cms.weka" name="lazyBayesianRules" rev="1.0.2">
  <artifact name="lazyBayesianRules" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='lazyBayesianRules', version='1.0.2')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "lazyBayesianRules" % "1.0.2"
[nz.ac.waikato.cms.weka/lazyBayesianRules "1.0.2"]

Зависимости

compile (1)

Идентификатор библиотеки Тип Версия
nz.ac.waikato.cms.weka : weka-dev jar [3.7.1,)

test (2)

Идентификатор библиотеки Тип Версия
nz.ac.waikato.cms.weka : weka-dev test-jar [3.7.1,)
junit : junit jar 3.8.2

Модули Проекта

Данный проект не имеет модулей.

Версии библиотеки

Версия
1.0.2
1.0.1