Пакет: r-cran-unbalanced (2.0-2)

Връзки за r-cran-unbalanced

Ресурси за Debian:

Изтегляне на пакет-източник r-cran-unbalanced.

Отговорници:

Външни препратки:

Начална страница [cran.r-project.org]

Подобни пакети:

GNU R racing for unbalanced methods selection

A dataset is said to be unbalanced when the class of interest (minority class) is much rarer than normal behaviour (majority class). The cost of missing a minority class is typically much higher that missing a majority class. Most learning systems are not prepared to cope with unbalanced data and several techniques have been proposed. This package implements some of most well-known techniques and propose a racing algorithm to select adaptively the most appropriate strategy for a given unbalanced task.

Други пакети, свързани с r-cran-unbalanced

зависимости

препоръчани

предложени

enhances

dep: r-api-4.0

виртуален пакет, предлаган от r-base-core
dep: r-base-core (>= 4.1.1-2)

GNU R core of statistical computation and graphics system
dep: r-cran-doparallel

GNU R foreach parallel adaptor for the parallel package
dep: r-cran-fnn

GNU R fast nearest neighbor search algorithms and applications
dep: r-cran-foreach

GNU R foreach looping support
dep: r-cran-mlr

Machine learning in GNU R
dep: r-cran-rann

Fast Nearest Neighbour Search Using L2 Metric

sug: r-cran-randomforest

GNU R package implementing the random forest classificator
sug: r-cran-rocr

GNU R package to prepare and display ROC curves

Изтегляне на r-cran-unbalanced

Изтегляне за всички налични архитектури
Архитектура	Големина на пакета	Големина след инсталиране	Файлове
all	134,7 кБ	168,0 кБ	[списък на файловете]