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Boruta (version 1.6)

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

Description

Boruta is a feature selection algorithm based on a randomForest classifier. It selects the full set of all relevant attributes by comparing original attributes' importances with importance achievable at random estimated using their randomised copies.

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Version

Install

install.packages('Boruta')

Monthly Downloads

5,196

Version

1.6

License

GPL (>= 2)

Maintainer

Miron Kursa

Last Published

February 22nd, 2012

Functions in Boruta (1.6)

Boruta plot

Plotting boxplots of importance
Get formula

Converting Boruta result into a formula
Boruta

Important attribute search using Boruta algorithm
plotZHistory

Plotting history of importance
attStats

Attribute statistics
TentativeRoughFix

Rough test for tentative attributes