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.

Getting started

Package details

AuthorToby Dylan Hocking [aut, cre], Jadon Fowler [aut] (Contributed exact line search C++ code)
MaintainerToby Dylan Hocking <toby.hocking@r-project.org>
LicenseGPL-3
Version2024.6.19
URL https://github.com/tdhock/aum
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("aum")

Try the aum package in your browser

Any scripts or data that you put into this service are public.

aum documentation built on June 22, 2024, 10:47 a.m.