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:

4.30 score 4 stars 1 scripts 258 downloads 3 exports 14 dependencies

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

TargetResultDate
Doc / VignettesOKNov 14 2024
R-4.5-winWARNINGNov 14 2024
R-4.5-linuxWARNINGNov 14 2024
R-4.4-winWARNINGNov 14 2024
R-4.4-macWARNINGNov 14 2024
R-4.3-winWARNINGNov 14 2024
R-4.3-macWARNINGNov 14 2024

Exports:is.sivssivssuggest

Dependencies:codetoolsdoParallelforeachglmnetiteratorslatticeMatrixplyrpROCRcppRcppEigenshapesurvivalvarhandle

Stable Iterative Variable Selection (SIVS)

Rendered fromvignette_simple_usage.Rmdusingknitr::knitron Nov 14 2024.

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