JarCasting
JarCasting JarCasting
Последняя версия

decorate 1.0.3

DECORATE is a meta-learner for building diverse ensembles of classifiers by using specially constructed artificial training examples. Comprehensive experiments have demonstrated that this technique is consistently more accurate than the base classifier, Bagging and Random Forests. Decorate also obtains higher accuracy than Boosting on small training sets, and achieves comparable performance on larger training sets. For more details see: P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003; P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems.

Лицензия

Лицензия
Категории

Категории

Weka Прикладные библиотеки Machine Learning
Группа

Группа

nz.ac.waikato.cms.weka
Идентификатор

Идентификатор

decorate
Версия

Версия

1.0.3
Тип

Тип

jar
Описание

Описание

decorate
DECORATE is a meta-learner for building diverse ensembles of classifiers by using specially constructed artificial training examples. Comprehensive experiments have demonstrated that this technique is consistently more accurate than the base classifier, Bagging and Random Forests. Decorate also obtains higher accuracy than Boosting on small training sets, and achieves comparable performance on larger training sets. For more details see: P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003; P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems.
Ссылка на сайт

Ссылка на сайт

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

Организация-разработчик

University of Waikato, Hamilton, NZ

Скачать decorate 1.0.3

Имя Файла Размер
decorate-1.0.3.pom
decorate-1.0.3.jar 11 KB
decorate-1.0.3-tests.jar 4 KB
decorate-1.0.3-test-sources.jar 1 KB
decorate-1.0.3-sources.jar 7 KB
decorate-1.0.3-javadoc.jar 29 KB
Обзор 

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/decorate/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>decorate</artifactId>
    <version>1.0.3</version>
</dependency>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/decorate/
implementation 'nz.ac.waikato.cms.weka:decorate:1.0.3'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/decorate/
implementation ("nz.ac.waikato.cms.weka:decorate:1.0.3")
'nz.ac.waikato.cms.weka:decorate:jar:1.0.3'
<dependency org="nz.ac.waikato.cms.weka" name="decorate" rev="1.0.3">
  <artifact name="decorate" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='decorate', version='1.0.3')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "decorate" % "1.0.3"
[nz.ac.waikato.cms.weka/decorate "1.0.3"]

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.