aum: Area Under Minimum of False Positives and Negatives (original) (raw)
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: | |
| CRAN checks: | aum results |
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