aum: Area Under Minimum of False Positives and Negatives

Efficient algorithms <https://jmlr.org/papers/v24/21-0751.html> for computing Area Under Minimum, directional derivatives, and line search optimization of a linear model, with objective defined as either max Area Under the Curve or min Area Under Minimum.

Version: 2024.6.19
Imports: Rcpp, data.table
LinkingTo: Rcpp
Suggests: testthat, kernlab, nc, ggplot2, WeightedROC, penaltyLearning, knitr, markdown, mlbench, directlabels, microbenchmark, covr, atime, ggrepel
Published: 2024-06-20
DOI: 10.32614/CRAN.package.aum
Author: Toby Dylan Hocking [aut, cre], Jadon Fowler [aut] (Contributed exact line search C++ code)
Maintainer: Toby Dylan Hocking <toby.hocking at r-project.org>
BugReports: https://github.com/tdhock/aum/issues
License: GPL-3
URL: https://github.com/tdhock/aum
NeedsCompilation: yes
Citation: aum citation info
Materials: NEWS
CRAN checks: aum results

Documentation:

Reference manual: aum.pdf
Vignettes: Speed comparison

Downloads:

Package source: aum_2024.6.19.tar.gz
Windows binaries: r-devel: aum_2024.6.19.zip, r-release: aum_2023.6.14.zip, r-oldrel: aum_2024.6.19.zip
macOS binaries: r-release (arm64): aum_2024.6.19.tgz, r-oldrel (arm64): aum_2024.6.19.tgz, r-release (x86_64): aum_2024.6.19.tgz, r-oldrel (x86_64): aum_2024.6.19.tgz
Old sources: aum archive

Linking:

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