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Boruta (version 1.2)

Boruta -- a tool for finding significant attributes in information systems

Description

Boruta is a feature selection algorithm based on a randomForest predictor. It selects the full set of all important attributes by comparing original attributes importance with datum importance of their randomised copies.

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Version

Install

install.packages('Boruta')

Monthly Downloads

5,196

Version

1.2

License

GPL (>= 3)

Maintainer

Miron Kursa

Last Published

May 8th, 2010

Functions in Boruta (1.2)

TentativeRoughFix

Rough test for tentative attributes
attStats

Attribute statistics
Boruta

Important attribute search using Boruta algorithm
plotZHistory

Plotting history of ZScores
Get formula

Converting Boruta result into a formula
Boruta plot

Plotting boxplots of ZScores