AUCRF: Variable Selection with Random Forest and the Area Under the Curve

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

Author
Victor Urrea, M.Luz Calle
Date of publication
2012-03-19 11:12:24
Maintainer
Victor Urrea <victor.urrea@uvic.cat>
License
GPL (>= 2)
Version
1.1

View on CRAN

Man pages

AUCRF
Variable Selection with Random Forest and the Area Under the...
AUCRFcv
Repeated cross validation of the AUC-RF process.
OptimalSet
AUCRF optimal set selection.
plot.AUCRF
Plot Method for AUCRF

Files in this package

AUCRF
AUCRF/MD5
AUCRF/R
AUCRF/R/zzz.R
AUCRF/R/summary.AUCRF.R
AUCRF/R/print.AUCRF.R
AUCRF/R/plot.AUCRF.R
AUCRF/R/OptimalSet.R
AUCRF/R/AUCRFcv.R
AUCRF/R/AUCRF.R
AUCRF/NAMESPACE
AUCRF/man
AUCRF/man/plot.AUCRF.Rd
AUCRF/man/OptimalSet.Rd
AUCRF/man/AUCRFcv.Rd
AUCRF/man/AUCRF.Rd
AUCRF/INDEX
AUCRF/DESCRIPTION
AUCRF/data
AUCRF/data/fitCV.rda
AUCRF/data/fit.rda
AUCRF/data/exampleData.rda
AUCRF/data/datalist