Пакет: r-cran-unbalanced (2.0-2)

Ссылки для r-cran-unbalanced

Ресурсы Debian:

Исходный код r-cran-unbalanced:

Сопровождающие:

Внешние ресурсы:

Сайт [cran.r-project.org]

Подобные пакеты:

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.

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