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DESCRIPTION
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Package: privateEC
Type: Package
Title: Privacy Preserving Evaporative Cooling Feature Selection and Classification with
Relief-F and Random Forests
Version: 0.99
Date: 2017-08-11
Authors@R: as.person(c(
"Brett McKinney <brett-mckinney@utulsa.edu> [aut, cre]",
"Trang Le <trang-le@utulsa.edu> [aut]",
"Bill White <bill.c.white@gmail.com> [aut]",
"Saeid Parvandeh <parvandehsaied@gmail.com> [aut]"
))
Description: The privateEC algorithm along with other comparison algorithms used in the
Bioinformatics paper referenced below:
Trang T. Le, W. K. Simmons, M. Misaki, B.C. White, J. Savitz, J. Bodurka, and
B. A. McKinney. “Differential privacy-based Evaporative Cooling feature selection
and classification with Relief-F and Random Forests,” Bioinformatics.
https://doi.org/10.1093/bioinformatics/btx298. 2017.
URL: http:/insilico.utulsa.edu/privateEC
License: GPL-3
Depends: R (>= 3.1.0)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.0
Imports:
e1071,
randomForest,
xgboost,
CORElearn,
reshape2,
igraph,
methods,
caret,
glmnet,
stats,
utils
Suggests:
testthat,
knitr,
rmarkdown,
devtools,
roxygen2
VignetteBuilder: knitr