[ Source: r-cran-unbalanced ]
Package: r-cran-unbalanced (2.0-2)
Links for r-cran-unbalanced
Debian Resources:
Download Source Package r-cran-unbalanced:
- [r-cran-unbalanced_2.0-2.dsc]
- [r-cran-unbalanced_2.0.orig.tar.gz]
- [r-cran-unbalanced_2.0-2.debian.tar.xz]
Maintainers:
External Resources:
- Homepage [cran.r-project.org]
Similar packages:
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.
Other Packages Related to r-cran-unbalanced
|
|
|
|
-
- dep: r-api-4.0
- virtual package provided by 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
Download r-cran-unbalanced
| Architecture | Package Size | Installed Size | Files |
|---|---|---|---|
| all | 134.7 kB | 168.0 kB | [list of files] |