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Fstability  

Calculate Feature Stability
View on CRAN: Click here


Download and install Fstability package within the R console
Install from CRAN:
install.packages("Fstability")

Install from Github:
library("remotes")
install_github("cran/Fstability")

Install by package version:
library("remotes")
install_version("Fstability", "0.1.2")



Attach the package and use:
library("Fstability")
Maintained by
Nicolas Ewen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-12-25
Latest Update: 2018-12-25
Description:
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).
How to cite:
Nicolas Ewen (2018). Fstability: Calculate Feature Stability. R package version 0.1.2, https://cran.r-project.org/web/packages/Fstability. Accessed 18 Sep. 2026.
Previous versions and publish date:
No previous versions
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Complete documentation for Fstability
Functions, R codes and Examples using the Fstability R package
Some associated functions: asm . lump . 
Some associated R codes: asm.R . lump.R .  Full Fstability package functions and examples
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