r-cran-unbalanced 2.0-2 source package in Ubuntu
Changelog
r-cran-unbalanced (2.0-2) unstable; urgency=medium * Packaging update * Trim trailing whitespace. * Set upstream metadata fields: Archive. -- Andreas Tille <email address hidden> Mon, 11 Oct 2021 16:50:36 +0200
Upload details
- Uploaded by:
- Debian R Packages Maintainers
- Uploaded to:
- Sid
- Original maintainer:
- Debian R Packages Maintainers
- Architectures:
- all
- Section:
- misc
- Urgency:
- Medium Urgency
Downloads
| File | Size | SHA-256 Checksum |
|---|---|---|
| r-cran-unbalanced_2.0-2.dsc | 2.1 KiB | 068f66d8048aa397f8f620e714844eeb9ca2bf9bd56e517bc483bd6fea742265 |
| r-cran-unbalanced_2.0.orig.tar.gz | 62.7 KiB | 9be32b1ce9d972f1abfff2fbe18f5bb5ba9c3f4fb1282063dc410b82ad4d1ea2 |
| r-cran-unbalanced_2.0-2.debian.tar.xz | 2.1 KiB | b1ed8f83b1134e7d8f2c4e5e1b411afe054af2ddf04a71cb8a64bc85878f3b7b |
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Binary packages built by this source
- r-cran-unbalanced: 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.
