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
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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:

4.60 score 4 stars 1 scripts 245 downloads 3 exports 14 dependencies

Last updated 3 months agofrom:1fed9d20e5. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 15 2024
R-4.5-winWARNINGOct 15 2024
R-4.5-linuxWARNINGOct 15 2024
R-4.4-winWARNINGOct 15 2024
R-4.4-macWARNINGOct 15 2024
R-4.3-winWARNINGOct 15 2024
R-4.3-macWARNINGOct 15 2024

Exports:is.sivssivssuggest

Dependencies:codetoolsdoParallelforeachglmnetiteratorslatticeMatrixplyrpROCRcppRcppEigenshapesurvivalvarhandle

Stable Iterative Variable Selection (SIVS)

Rendered fromvignette_simple_usage.Rmdusingknitr::knitron Oct 15 2024.

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