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FamilyRank: Algorithm for Ranking Predictors Using Graphical Domain Knowledge

Grows families of features by selecting features that maximize a weighted score calculated from empirical feature scores and graphical knowledge. The final weighted score for a feature is determined by summing a feature's family-weighted scores across all families in which the feature appears.

Version: 1.0
Imports: Rcpp (≥ 1.0.6), plyr (≥ 1.8.6), stats (≥ 3.6.0)
LinkingTo: Rcpp, RcppArmadillo
Published: 2021-02-05
DOI: 10.32614/CRAN.package.FamilyRank
Author: Michelle Saul
Maintainer: Michelle Saul <msaul at carisls.com>
License: GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation: yes
CRAN checks: FamilyRank results

Documentation:

Reference manual: FamilyRank.pdf

Downloads:

Package source: FamilyRank_1.0.tar.gz
Windows binaries: r-devel: FamilyRank_1.0.zip, r-release: FamilyRank_1.0.zip, r-oldrel: FamilyRank_1.0.zip
macOS binaries: r-release (arm64): FamilyRank_1.0.tgz, r-oldrel (arm64): FamilyRank_1.0.tgz, r-release (x86_64): FamilyRank_1.0.tgz, r-oldrel (x86_64): FamilyRank_1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=FamilyRank to link to this page.

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.
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