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FamilyRank (version 1.0)

Algorithm for Ranking Predictors Using Graphical Domain Knowledge

Description

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.

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Version

Install

install.packages('FamilyRank')

Monthly Downloads

262

Version

1.0

License

GPL

Maintainer

Michelle Saul

Last Published

February 5th, 2021

Functions in FamilyRank (1.0)

createGraph

Simulate Graph
FamilyRank-package

FamilyRank
grow

Grow Families
createControl

Simulate Control
indexFeats

Re-index features
createCase

Simulate Cases
createData

Simulate Data
rbinorm

Bimodal Normal Distribution
familyRank

Feature Ranking with Family Rank