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_2024.6.19.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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