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DESCRIPTION
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DESCRIPTION
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Package: methylearning
Title: Machine Learning Framework For Methylation Data
Version: 1.0.1
Authors@R: person("David", "Piñeyro", email = "davidpvva@hotmail.com", role = c("aut", "cre"))
Author: David Piñeyro [aut, cre]
Maintainer: David Piñeyro <davidpvva@hotmail.com>
Description: This package provides convenient objects and functions to perform
feature selection, classification and evaluation, starting from methylation
arrays normalized beta values or bisulfite sequencing methylation ratios.
Depends: R (>= 3.4.3)
biocViews:
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.0.1
Collate: 'cls_methods.R' 'fs_methods.R' 'ml_data.R'
'get_GEO_methylarray.R' 'ml_cls.R' 'ml_fs.R'
Imports: Biobase, Boruta, caret, class, C50, FSelector, ggplot2,
glmnet, grid, kernlab, limma, MASS, Matrix, minfi, mRMRe, nnet,
parallel, plyr, plotROC, randomForest, VennDiagram
Suggests: data.table, e1071, GEOquery, knitr, rmarkdown, shiny,
shinythemes, xtable
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2018-07-16 15:31:39 UTC; david