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probabilityCalibrationTrees

Provides probability calibration trees (PCTs) for local calibration of class probability estimates. To achieve calibration of a base learner, the PCT class must be used as the meta learner in the CascadeGeneralization class, which is also included in this package. The classifier to be calibrated must be used as the base learner in the CascadeGeneralization class. The CascadeGeneralization class can also be used independently to perform CascadeGeneralization for ensemble learning. The code for PCTs is largely the same as the LMT code for growing logistic model trees. For more details, see the ACML paper on probability calibration trees.

Лицензия

Лицензия
Категории

Категории

Weka Прикладные библиотеки Machine Learning
Группа

Группа

nz.ac.waikato.cms.weka
Идентификатор

Идентификатор

probabilityCalibrationTrees
Последняя версия

Последняя версия

1.0.0
Дата

Дата
Тип

Тип

jar
Описание

Описание

probabilityCalibrationTrees
Provides probability calibration trees (PCTs) for local calibration of class probability estimates. To achieve calibration of a base learner, the PCT class must be used as the meta learner in the CascadeGeneralization class, which is also included in this package. The classifier to be calibrated must be used as the base learner in the CascadeGeneralization class. The CascadeGeneralization class can also be used independently to perform CascadeGeneralization for ensemble learning. The code for PCTs is largely the same as the LMT code for growing logistic model trees. For more details, see the ACML paper on probability calibration trees.
Организация-разработчик

Организация-разработчик

University of Waikato, Hamilton, NZ
Система контроля версий

Система контроля версий

https://svn.cms.waikato.ac.nz/svn/weka/tags/probabilityCalibrationTrees-1.0.0

Скачать probabilityCalibrationTrees

Имя Файла Размер
probabilityCalibrationTrees-1.0.0.pom
probabilityCalibrationTrees-1.0.0.jar 35 KB
probabilityCalibrationTrees-1.0.0-tests.jar 5 KB
probabilityCalibrationTrees-1.0.0-test-sources.jar 2 KB
probabilityCalibrationTrees-1.0.0-sources.jar 27 KB
probabilityCalibrationTrees-1.0.0-javadoc.jar 87 KB
Обзор

Как подключить последнюю версию

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/probabilityCalibrationTrees/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>probabilityCalibrationTrees</artifactId>
    <version>1.0.0</version>
</dependency>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/probabilityCalibrationTrees/
implementation 'nz.ac.waikato.cms.weka:probabilityCalibrationTrees:1.0.0'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/probabilityCalibrationTrees/
implementation ("nz.ac.waikato.cms.weka:probabilityCalibrationTrees:1.0.0")
'nz.ac.waikato.cms.weka:probabilityCalibrationTrees:jar:1.0.0'
<dependency org="nz.ac.waikato.cms.weka" name="probabilityCalibrationTrees" rev="1.0.0">
  <artifact name="probabilityCalibrationTrees" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='probabilityCalibrationTrees', version='1.0.0')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "probabilityCalibrationTrees" % "1.0.0"
[nz.ac.waikato.cms.weka/probabilityCalibrationTrees "1.0.0"]

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
1.0.0