FSelectorRcpp

'Rcpp' Implementation of 'FSelector' Entropy-Based Feature Selection Algorithms with a Sparse Matrix Support

'Rcpp' (free of 'Java'/'Weka') implementation of 'FSelector' entropy-based feature selection algorithms based on an MDL discretization (Fayyad U. M., Irani K. B.: Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. In 13'th International Joint Conference on Uncertainly in Artificial Intelligence (IJCAI93), pages 1022-1029, Chambery, France, 1993.) <https://www.ijcai.org/Proceedings/93-2/Papers/022.pdf> with a sparse matrix support. It is also equipped with a parallel backend.

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Description file content

Package
FSelectorRcpp
Type
Package
Title
'Rcpp' Implementation of 'FSelector' Entropy-Based Feature Selection Algorithms with a Sparse Matrix Support
Version
0.3.1
Description
'Rcpp' (free of 'Java'/'Weka') implementation of 'FSelector' entropy-based feature selection algorithms based on an MDL discretization (Fayyad U. M., Irani K. B.: Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. In 13'th International Joint Conference on Uncertainly in Artificial Intelligence (IJCAI93), pages 1022-1029, Chambery, France, 1993.) with a sparse matrix support. It is also equipped with a parallel backend.
Depends
R (>= 3.4)
License
GPL-2
LazyData
TRUE
SystemRequirements
C++11
Imports
Rcpp (>= 0.12.12), foreach, iterators
LinkingTo
Rcpp, BH, RcppArmadillo, testthat
Suggests
testthat, Matrix, RcppArmadillo, dplyr, RWeka, entropy, FSelector, randomForest, doParallel, rpart, MASS, covr, parallel, htmltools, magrittr, knitr, RTCGA.rnaseq, ggplot2, microbenchmark, pbapply, tibble, rmarkdown, lintr, pkgdown
RoxygenNote
6.1.0
Encoding
UTF-8
BugReports
https://github.com/mi2-warsaw/FSelectorRcpp/issues
URL
VignetteBuilder
knitr
NeedsCompilation
yes
Packaged
2019-04-22 07:37:42 UTC; zzawadz
Author
Zygmunt Zawadzki [aut, cre], Marcin Kosinski [aut], Krzysztof Slomczynski [ctb], Damian Skrzypiec [ctb]
Maintainer
Zygmunt Zawadzki
Repository
CRAN
Date/Publication
2019-04-22 11:40:08 UTC

install.packages('FSelectorRcpp')

0.3.1

a month ago

http://mi2-warsaw.github.io/FSelectorRcpp/

Zygmunt Zawadzki

GPL-2

Depends on

R (>= 3.4)

Imports

Rcpp (>= 0.12.12), foreach, iterators

Suggests

testthat, Matrix, RcppArmadillo, dplyr, RWeka, entropy, FSelector, randomForest, doParallel, rpart, MASS, covr, parallel, htmltools, magrittr, knitr, RTCGA.rnaseq, ggplot2, microbenchmark, pbapply, tibble, rmarkdown, lintr, pkgdown

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