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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 |
| Reference manual: | aum.pdf |
| Vignettes: |
Speed comparison |
| 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 |
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