preprocomb

Package: preprocomb
Type: Package
Title: Tools for Preprocessing Combinations
Version: 0.3.0
Date: 2016-6-26
Author: Markus Vattulainen
Maintainer: Markus Vattulainen <markus.vattulainen@gmail.com>
Description: Preprocessing is often the most time-consuming phase in data analysis
and preprocessing transformations interdependent in unexpected
ways. This package helps to make preprocessing faster and more effective. It
provides an S4 framework for creating and evaluating preprocessing combinations
for classification, clustering and outlier detection. The framework supports
adding of user-defined preprocessors and preprocessing phases. Default preprocessors
can be used for low variance removal, missing value imputation, scaling, outlier
removal, noise smoothing, feature selection and class imbalance correction.
License: GPL-2
Depends: R (>= 2.10)
Imports: DMwR, randomForest, caret, clustertend, stats, e1071, methods,
utils, arules, zoo, doParallel, foreach
LazyData: TRUE
URL: https://github.com/mvattulainen/preprocomb
BugReports: https://github.com/mvattulainen/preprocomb/issues
Collate: '00Utils.R' '01DataClass.R' '02PhaseClass.R'
'03PreprocessorClass.R' '04GridClass.R'
'05PredictionControlClass.R' '06PreProCombClass.R'
'07AnalysisComponent.R' '08DefaultPreprocessorsAndPhases.R'
Suggests: kernlab, rpart, testthat, knitr, rmarkdown, ggplot2, lattice,
preproviz
VignetteBuilder: knitr
RoxygenNote: 5.0.1
NeedsCompilation: no
Packaged: 2016-06-26 05:11:13 UTC; Markus
Repository: CRAN
Date/Publication: 2016-06-26 09:05:54

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'preprocomb' ...
** package 'preprocomb' successfully unpacked and MD5 sums checked
** R
** data
*** moving datasets to lazyload DB
** inst
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'preprocomb'
    finding HTML links ... done
    GridClass-class                         html  
    PreProCombClass-class                   html  
    PreprocessorClass-class                 html  
    exampleresult                           html  
    getpreprocessor                         html  
    getprogrammaticprediction               html  
    initializedataclassobject               html  
    prepro                                  html  
    preprocessordefinitionstorage           html  
    preprocomb                              html  
    preprodefault                           html  
    setgrid                                 html  
    setphase                                html  
    setpreprocessor                         html  
    showrules                               html  
    testpreprocessors                       html  
    transformdata                           html  
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (preprocomb)
Making 'packages.html' ... done