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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/>.
| Version: | 0.1.2 |
| Imports: | stats |
| Published: | 2018-12-25 |
| DOI: | 10.32614/CRAN.package.Fstability |
| Author: | Nicolas Ewen |
| Maintainer: | Nicolas Ewen <nicolas.ewen.math at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | Fstability results |
| Reference manual: | Fstability.pdf |
| Package source: | Fstability_0.1.2.tar.gz |
| Windows binaries: | r-devel: Fstability_0.1.2.zip, r-release: Fstability_0.1.2.zip, r-oldrel: Fstability_0.1.2.zip |
| macOS binaries: | r-release (arm64): Fstability_0.1.2.tgz, r-oldrel (arm64): Fstability_0.1.2.tgz, r-release (x86_64): Fstability_0.1.2.tgz, r-oldrel (x86_64): Fstability_0.1.2.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.