Package: aum 2024.6.19
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.
Authors:
aum_2024.6.19.tar.gz
aum_2024.6.19.zip(r-4.7)aum_2024.6.19.zip(r-4.6)aum_2024.6.19.zip(r-4.5)
aum_2024.6.19.tgz(r-4.6-x86_64)aum_2024.6.19.tgz(r-4.6-arm64)aum_2024.6.19.tgz(r-4.5-x86_64)aum_2024.6.19.tgz(r-4.5-arm64)
aum_2024.6.19.tar.gz(r-4.7-arm64)aum_2024.6.19.tar.gz(r-4.7-x86_64)aum_2024.6.19.tar.gz(r-4.6-arm64)aum_2024.6.19.tar.gz(r-4.6-x86_64)
aum_2024.6.19.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
aum/json (API)
NEWS
| # Install 'aum' in R: |
| install.packages('aum', repos = c('https://tdhock.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tdhock/aum/issues
- fn.not.zero - Penalized models with non-zero fn at penalty=0
- neg.zero.fp - Negative zero FP
Last updated from:13d4b00ffe. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 144 | ||
| linux-devel-x86_64 | OK | 145 | ||
| source / vignettes | OK | 199 | ||
| linux-release-arm64 | OK | 162 | ||
| linux-release-x86_64 | OK | 147 | ||
| macos-release-arm64 | OK | 97 | ||
| macos-release-x86_64 | OK | 229 | ||
| macos-oldrel-arm64 | OK | 125 | ||
| macos-oldrel-x86_64 | OK | 270 | ||
| windows-devel | OK | 180 | ||
| windows-release | OK | 130 | ||
| windows-oldrel | OK | 102 | ||
| wasm-release | OK | 120 |
Exports:aumaum_diffsaum_diffs_binaryaum_diffs_penaltyaum_errorsaum_line_searchaum_line_search_gridaum_linear_model_cv
Dependencies:data.tableRcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| aum | aum |
| aum diffs | aum_diffs |
| aum diffs binary | aum_diffs_binary |
| aum diffs penalty | aum_diffs_penalty |
| aum errors | aum_errors |
| aum line search | aum_line_search |
| aum line search grid | aum_line_search_grid |
| aum linear model | aum_linear_model |
| aum linear model cv | aum_linear_model_cv |
| aum linear model ls | aum_linear_model_ls |
| Penalized models with non-zero fn at penalty=0 | fn.not.zero |
| Negative zero FP | neg.zero.fp |
| plot aum diffs | plot.aum_diffs |
| plot aum line search | plot.aum_line_search |
| plot aum line search grid | plot.aum_line_search_grid |
| set loss plot | set_loss_plot |
