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RBFNetwork

RBFNetwork implements a normalized Gaussian radial basisbasis function network. It uses the k-means clustering algorithm to provide the basis functions and learns either a logistic regression (discrete class problems) or linear regression (numeric class problems) on top of that. Symmetric multivariate Gaussians are fit to the data from each cluster. If the class is nominal it uses the given number of clusters per class. RBFRegressor implements radial basis function networks for regression, trained in a fully supervised manner using WEKA's Optimization class by minimizing squared error with the BFGS method. It is possible to use conjugate gradient descent rather than BFGS updates, which is faster for cases with many parameters, and to use normalized basis functions instead of unnormalized ones.

Лицензия

Лицензия
Категории

Категории

Сеть Weka Прикладные библиотеки Machine Learning
Группа

Группа

nz.ac.waikato.cms.weka
Идентификатор

Идентификатор

RBFNetwork
Последняя версия

Последняя версия

1.0.8
Дата

Дата
Тип

Тип

jar
Описание

Описание

RBFNetwork
RBFNetwork implements a normalized Gaussian radial basisbasis function network. It uses the k-means clustering algorithm to provide the basis functions and learns either a logistic regression (discrete class problems) or linear regression (numeric class problems) on top of that. Symmetric multivariate Gaussians are fit to the data from each cluster. If the class is nominal it uses the given number of clusters per class. RBFRegressor implements radial basis function networks for regression, trained in a fully supervised manner using WEKA's Optimization class by minimizing squared error with the BFGS method. It is possible to use conjugate gradient descent rather than BFGS updates, which is faster for cases with many parameters, and to use normalized basis functions instead of unnormalized ones.
Ссылка на сайт

Ссылка на сайт

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

Организация-разработчик

University of Waikato, Hamilton, NZ
Система контроля версий

Система контроля версий

https://svn.cms.waikato.ac.nz/svn/weka/tags/RBFNetwork-1.0.8

Скачать RBFNetwork

Имя Файла Размер
RBFNetwork-1.0.8.pom
RBFNetwork-1.0.8.jar 20 KB
RBFNetwork-1.0.8-tests.jar 5 KB
RBFNetwork-1.0.8-test-sources.jar 2 KB
RBFNetwork-1.0.8-sources.jar 12 KB
RBFNetwork-1.0.8-javadoc.jar 40 KB
Обзор

Как подключить последнюю версию

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/RBFNetwork/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>RBFNetwork</artifactId>
    <version>1.0.8</version>
</dependency>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/RBFNetwork/
implementation 'nz.ac.waikato.cms.weka:RBFNetwork:1.0.8'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/RBFNetwork/
implementation ("nz.ac.waikato.cms.weka:RBFNetwork:1.0.8")
'nz.ac.waikato.cms.weka:RBFNetwork:jar:1.0.8'
<dependency org="nz.ac.waikato.cms.weka" name="RBFNetwork" rev="1.0.8">
  <artifact name="RBFNetwork" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='RBFNetwork', version='1.0.8')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "RBFNetwork" % "1.0.8"
[nz.ac.waikato.cms.weka/RBFNetwork "1.0.8"]

Зависимости

compile (1)

Идентификатор библиотеки Тип Версия
nz.ac.waikato.cms.weka : weka-dev jar [3.7.6,)

test (2)

Идентификатор библиотеки Тип Версия
nz.ac.waikato.cms.weka : weka-dev test-jar [3.7.6,)
junit : junit jar 3.8.2

Модули Проекта

Данный проект не имеет модулей.

Версии библиотеки

Версия
1.0.8
1.0.7
1.0.6
1.0.4
1.0.3
1.0.2