aum: Area Under Minimum of False Positives and Negatives

Efficient algorithms <> 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>
License: GPL-3
NeedsCompilation: yes
Citation: aum citation info
Materials: NEWS
CRAN checks: aum results


Reference manual: aum.pdf
Vignettes: Speed comparison


Package source: aum_2024.6.19.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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


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