preproviz

Package: preproviz
Title: Tools for Visualization of Interdependent Data Quality Issues
Version: 0.1.1
Date: 2016-1-14
Authors@R: person("Markus", "Vattulainen", email = "markus.vattulainen@gmail.com", role = c("aut", "cre"))
Description: Data quality issues such as missing values and outliers are often
interdependent, which makes preprocessing both time-consuming and leads to
suboptimal performance in knowledge discovery tasks. This package supports
preprocessing decision making by visualizing interdependent data quality issues
through means of feature construction. The user can define his own application
domain specific constructed features that express the quality of a data point
such as number of missing values in the point or use nine default features.
The outcome can be explored with plot methods and the feature constructed data
acquired with get methods.
Depends: R (>= 3.2.2)
License: GPL-2
LazyData: true
Imports: caret, DMwR, randomForest, ClustOfVar, reshape2, ggplot2,
ggdendro, gridExtra, methods, utils, stats
Suggests: testthat, knitr, preprocomb
Collate: '00Utils.R' '01BaseClass.R' '02DefaultFeatures.R'
'03AnalysisClass.R' '04ControlClass.R' '05ReportingClass.R'
'06RunClass.R' 'DefaultControl.R'
URL: https://github.com/mvattulainen/preproviz
BugReports: https://github.com/mvattulainen/preproviz/issues
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2016-02-14 05:08:29 UTC; Markus
Author: Markus Vattulainen [aut, cre]
Maintainer: Markus Vattulainen <markus.vattulainen@gmail.com>
Repository: CRAN
Date/Publication: 2016-02-14 17:30:28

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'preproviz' ...
** package 'preproviz' successfully unpacked and MD5 sums checked
** R
** inst
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'preproviz'
    finding HTML links ... done
    AnalysisClass-class                     html  
    BaseClass-class                         html  
    ControlClass-class                      html  
    DataClass-class                         html  
    ParameterClass-class                    html  
    ReportClass-class                       html  
    RunClass-class                          html  
    SetUpClass-class                        html  
    checksubclassobjectvalidity             html  
    computeValue                            html  
    constructfeature                        html  
    defaultParameters                       html  
    getbasedata                             html  
    getclasslabels                          html  
    getcmdsdata                             html  
    getcombineddata                         html  
    getconstructeddata                      html  
    getdendrodata                           html  
    getinitializedsubclassobjects           html  
    getlofscores                            html  
    getlofsumdata                           html  
    getlongformatconstructeddata            html  
    getlongformatminmaxconstructeddata      html  
    getminmaxconstructeddata                html  
    getname                                 html  
    getnumericbasedata                      html  
    getnumericombineddata                   html  
    getparameters                           html  
    getvariableimportancedata               html  
    initializeReportClass                   html  
    initializeanalysisclassobject           html  
    initializecontrolclassobject            html  
    initializedataobject                    html  
    initializeparameterclassobject          html  
    initializesetupclassobject              html  
    initializesubclassobject                html  
    plotBAR                                 html  
    plotCMDS                                html  
    plotHEATMAP                             html  
    plotLOFSUM                              html  
    plotOUTLIERS                            html  
    plotVARCLUST                            html  
    plotVARIMP                              html  
    preproviz                               html  
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (preproviz)
Making 'packages.html' ... done