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-4.5)aum_2024.6.19.zip(r-4.4)aum_2024.6.19.zip(r-4.3)
aum_2024.6.19.tgz(r-4.4-x86_64)aum_2024.6.19.tgz(r-4.4-arm64)aum_2024.6.19.tgz(r-4.3-x86_64)aum_2024.6.19.tgz(r-4.3-arm64)
aum_2024.6.19.tar.gz(r-4.5-noble)aum_2024.6.19.tar.gz(r-4.4-noble)
aum_2024.6.19.tgz(r-4.4-emscripten)aum_2024.6.19.tgz(r-4.3-emscripten)
aum.pdf |aum.html✨
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 30 days agofrom:13d4b00ffe. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 22 2024 |
| R-4.5-win-x86_64 | OK | Nov 22 2024 |
| R-4.5-linux-x86_64 | OK | Nov 22 2024 |
| R-4.4-win-x86_64 | OK | Nov 22 2024 |
| R-4.4-mac-x86_64 | OK | Nov 22 2024 |
| R-4.4-mac-aarch64 | OK | Nov 22 2024 |
| R-4.3-win-x86_64 | OK | Nov 22 2024 |
| R-4.3-mac-x86_64 | OK | Nov 22 2024 |
| R-4.3-mac-aarch64 | OK | Nov 22 2024 |
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 |
