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Boruta (version 1.1)

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

5,281

Version

1.1

License

GPL (>= 2)

Maintainer

Miron Kursa

Last Published

April 18th, 2010

Functions in Boruta (1.1)

Boruta

Important attribute search using Boruta algorithm
Get formula

Converting Boruta result into a formula
attStats

Attribute statistics
Boruta plot

Plotting boxplots of ZScores
TentativeRoughFix

Rough test for tentative attributes