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AUCRF (version 1.1)

Variable Selection with Random Forest and the Area Under the Curve

Description

Variable selection using Random Forest based on optimizing the area-under-the ROC curve (AUC) of the Random Forest.

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Version

Install

install.packages('AUCRF')

Monthly Downloads

19

Version

1.1

License

GPL (>= 2)

Maintainer

Victor Urrea

Last Published

March 19th, 2012

Functions in AUCRF (1.1)

plot.AUCRF

Plot Method for AUCRF
AUCRF

Variable Selection with Random Forest and the Area Under the Curve
AUCRFcv

Repeated cross validation of the AUC-RF process.
OptimalSet

AUCRF optimal set selection.