Package: sivs 0.2.10

sivs: Stable Iterative Variable Selection

An iterative feature selection method (manuscript submitted) that internally utilizes various Machine Learning methods that have embedded feature reduction in order to shrink down the feature space into a small and yet robust set.

Authors:Mehrad Mahmoudian [aut, cre], Mikko Venäläinen [aut, rev], Riku Klèn [aut, ths], Laura Elo [aut, ths, fnd]

sivs_0.2.10.tar.gz
sivs_0.2.10.zip(r-4.5)sivs_0.2.10.zip(r-4.4)sivs_0.2.10.zip(r-4.3)
sivs_0.2.10.tgz(r-4.4-any)sivs_0.2.10.tgz(r-4.3-any)
sivs_0.2.10.tar.gz(r-4.5-noble)sivs_0.2.10.tar.gz(r-4.4-noble)
sivs_0.2.10.tgz(r-4.4-emscripten)sivs_0.2.10.tgz(r-4.3-emscripten)
sivs.pdf |sivs.html
sivs/json (API)
NEWS

# Install 'sivs' in R:
install.packages('sivs', repos = c('https://mmahmoudian.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mmahmoudian/sivs/issues

On CRAN:

4.30 score 4 stars 1 scripts 237 downloads 3 exports 14 dependencies

Last updated 6 months agofrom:1fed9d20e5. Checks:1 OK, 6 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 13 2025
R-4.5-winWARNINGJan 13 2025
R-4.5-linuxWARNINGJan 13 2025
R-4.4-winWARNINGJan 13 2025
R-4.4-macWARNINGJan 13 2025
R-4.3-winWARNINGJan 13 2025
R-4.3-macWARNINGJan 13 2025

Exports:is.sivssivssuggest

Dependencies:codetoolsdoParallelforeachglmnetiteratorslatticeMatrixplyrpROCRcppRcppEigenshapesurvivalvarhandle

Stable Iterative Variable Selection (SIVS)

Rendered fromvignette_simple_usage.Rmdusingknitr::knitron Jan 13 2025.

Last update: 2020-11-04
Started: 2020-09-11