Package: FSInteract 0.1.2
FSInteract: Fast Searches for Interactions
Performs fast detection of interactions in large-scale data using the method of random intersection trees introduced in Shah, R. D. and Meinshausen, N. (2014) <http://www.jmlr.org/papers/v15/shah14a.html>. The algorithm finds potentially high-order interactions in high-dimensional binary two-class classification data, without requiring lower order interactions to be informative. The search is particularly fast when the matrices of predictors are sparse. It can also be used to perform market basket analysis when supplied with a single binary data matrix. Here it will find collections of columns which for many rows contain all 1's.
Authors:
FSInteract_0.1.2.tar.gz
FSInteract_0.1.2.zip(r-4.5)FSInteract_0.1.2.zip(r-4.4)FSInteract_0.1.2.zip(r-4.3)
FSInteract_0.1.2.tgz(r-4.4-x86_64)FSInteract_0.1.2.tgz(r-4.4-arm64)FSInteract_0.1.2.tgz(r-4.3-x86_64)FSInteract_0.1.2.tgz(r-4.3-arm64)
FSInteract_0.1.2.tar.gz(r-4.5-noble)FSInteract_0.1.2.tar.gz(r-4.4-noble)
FSInteract_0.1.2.tgz(r-4.4-emscripten)FSInteract_0.1.2.tgz(r-4.3-emscripten)
FSInteract.pdf |FSInteract.html✨
FSInteract/json (API)
| # Install 'FSInteract' in R: |
| install.packages('FSInteract', repos = c('https://rajenshah.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 8 years agofrom:17c4a4adda. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 26 2024 |
| R-4.5-win-x86_64 | NOTE | Oct 26 2024 |
| R-4.5-linux-x86_64 | NOTE | Oct 26 2024 |
| R-4.4-win-x86_64 | NOTE | Oct 26 2024 |
| R-4.4-mac-x86_64 | NOTE | Oct 26 2024 |
| R-4.4-mac-aarch64 | NOTE | Oct 26 2024 |
| R-4.3-win-x86_64 | NOTE | Oct 26 2024 |
| R-4.3-mac-x86_64 | NOTE | Oct 26 2024 |
| R-4.3-mac-aarch64 | NOTE | Oct 26 2024 |
Exports:RIT
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Random Intersection Trees | RIT |
