Package: Fstability 0.1.2

Nicolas Ewen

Fstability: Calculate Feature Stability

Has two functions to help with calculating feature selection stability. 'Lump' is a function that groups subset vectors into a dataframe, and adds NA to shorter vectors so they all have the same length. 'ASM' is a function that takes a dataframe of subset vectors and the original vector of features as inputs, and calculates the Stability of the feature selection. The calculation for 'asm' uses the Adjusted Stability Measure proposed in: 'Lustgarten', 'Gopalakrishnan', & 'Visweswaran' (2009)<https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2815476/>.

Authors:Nicolas Ewen

Fstability_0.1.2.tar.gz
Fstability_0.1.2.tar.gz(r-4.5-noble)Fstability_0.1.2.tar.gz(r-4.4-noble)
Fstability_0.1.2.tgz(r-4.4-emscripten)Fstability_0.1.2.tgz(r-4.3-emscripten)
Fstability.pdf |Fstability.html✨
Fstability/json (API)

# Install 'Fstability' in R:
install.packages('Fstability', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

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

1.00 score 130 downloads 2 exports 0 dependencies

Last updated 6 years agofrom:9f728297b4. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 19 2025
R-4.5-linuxOKMar 19 2025
R-4.4-linuxOKMar 19 2025

Exports:asmlump

Dependencies:

Citation

To cite package ‘Fstability’ in publications use:

Ewen N (2018). Fstability: Calculate Feature Stability. R package version 0.1.2, https://CRAN.R-project.org/package=Fstability.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {Fstability: Calculate Feature Stability},
    author = {Nicolas Ewen},
    year = {2018},
    note = {R package version 0.1.2},
    url = {https://CRAN.R-project.org/package=Fstability},
  }