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.


Reference manual

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install.packages("aum")

2024.6.19 by Toby Dylan Hocking, 2 years ago


https://github.com/tdhock/aum


Report a bug at https://github.com/tdhock/aum/issues


Browse source code at https://github.com/cran/aum


Authors: Toby Dylan Hocking [aut, cre] , Jadon Fowler [aut] (Contributed exact line search C++ code)


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp, data.table

Suggests testthat, kernlab, nc, ggplot2, WeightedROC, penaltyLearning, knitr, markdown, mlbench, directlabels, microbenchmark, covr, atime, ggrepel

Linking to Rcpp


See at CRAN