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CRAN: Package aum

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: Downloads: Linking:

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