Package: FSInteract 0.1.2

Rajen D. Shah

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:Hyun Jik Kim, Rajen D. Shah

FSInteract_0.1.2.tar.gz
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://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 scripts 442 downloads 1 exports 3 dependencies

Last updated 8 years agofrom:17c4a4adda. Checks:OK: 1 NOTE: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 05 2024
R-4.5-linux-x86_64NOTENov 05 2024

Exports:RIT

Dependencies:latticeMatrixRcpp