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multiBoostAB

Class for boosting a classifier using the MultiBoosting method. MultiBoosting is an extension to the highly successful AdaBoost technique for forming decision committees. MultiBoosting can be viewed as combining AdaBoost with wagging. It is able to harness both AdaBoost's high bias and variance reduction with wagging's superior variance reduction. Using C4.5 as the base learning algorithm, Multi-boosting is demonstrated to produce decision committees with lower error than either AdaBoost or wagging significantly more often than the reverse over a large representative cross-section of UCI data sets. It offers the further advantage over AdaBoost of suiting parallel execution. For more information, see Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).

Лицензия

Лицензия
Категории

Категории

Weka Прикладные библиотеки Machine Learning
Группа

Группа

nz.ac.waikato.cms.weka
Идентификатор

Идентификатор

multiBoostAB
Последняя версия

Последняя версия

1.0.2
Дата

Дата
Тип

Тип

jar
Описание

Описание

multiBoostAB
Class for boosting a classifier using the MultiBoosting method. MultiBoosting is an extension to the highly successful AdaBoost technique for forming decision committees. MultiBoosting can be viewed as combining AdaBoost with wagging. It is able to harness both AdaBoost's high bias and variance reduction with wagging's superior variance reduction. Using C4.5 as the base learning algorithm, Multi-boosting is demonstrated to produce decision committees with lower error than either AdaBoost or wagging significantly more often than the reverse over a large representative cross-section of UCI data sets. It offers the further advantage over AdaBoost of suiting parallel execution. For more information, see Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
Ссылка на сайт

Ссылка на сайт

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

Организация-разработчик

University of Waikato, Hamilton, NZ

Скачать multiBoostAB

Имя Файла Размер
multiBoostAB-1.0.2.pom
multiBoostAB-1.0.2.jar 7 KB
multiBoostAB-1.0.2-tests.jar 4 KB
multiBoostAB-1.0.2-test-sources.jar 1 KB
multiBoostAB-1.0.2-sources.jar 4 KB
multiBoostAB-1.0.2-javadoc.jar 28 KB
Обзор

Как подключить последнюю версию

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