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:
Please use the canonical form
https://CRAN.R-project.org/package=aum
to link to this page.