exreport: Fast, Reliable and Elegant Reproducible Research

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Analysis of experimental results and automatic report generation in both interactive HTML and LaTeX. This package ships with a rich interface for data modeling and built in functions for the rapid application of statistical tests and generation of common plots and tables with publish-ready quality.

Author
Jacinto Arias [aut, cre], Javier Cozar [aut]
Date of publication
2016-02-01 22:01:15
Maintainer
Jacinto Arias <jacinto.arias@uclm.es>
License
GPL-2
Version
0.4.1

View on CRAN

Man pages

expCombine
Combine two experiments with different outputs
expConcat
Concatenate rows of matching experiments
expCreate
Load data and create an exreport experiment
expCreateFromTable
Create an exreport experiment from a tabular representation
expExtend
Extend an experiment by adding new parameters
expExtract
Extract statistically equivalent methods from a multiple...
expGetDuplicated
Create a new experiment with only the duplicated rows
expInstantiate
Instatiate the methods in the experiment for each one of the...
expReduce
Reduce a parameter by a function for each method, problem and...
expRemoveDuplicated
Remove duplicated rows from an experiment
expRename
Change the name of elements that an experiment contains
expReorder
Change the order of elements that an experiment contains
expSubset
Obtains a subset of an experiment matching the given...
exreport
Create a new exreport document
exreportAdd
Add elements to an existing exreport document
exreportRender
Render an exreport document
plotCumulativeRank
Area plot for the rank distribution from a multiple test
plotExpSummary
Barplot for summarizing an experiment output variable
plotRankDistribution
Boxplot for the ranks distribution and control hypotheses...
tabularExpSummary
Summarize the experiment with a table for given outputs
tabularTestPairwise
Display pairwise information about a multiple test between...
tabularTestSummary
Summarize the result of a multiple comparison statistical...
testMultipleControl
Multiple Comparison Statistical Test (Friedman + Control Holm...
testMultiplePairwise
Multiple Comparison Statistical Test (Friedman + Pairwise...
testPaired
Paired Wilcoxon statistical test
wekaExperiment
Problem: Comparison between several Machine Learning...

Files in this package

exreport
exreport/inst
exreport/inst/staticdocs
exreport/inst/staticdocs/content-topic.html
exreport/inst/staticdocs/layout.html
exreport/inst/staticdocs/header.html
exreport/inst/staticdocs/head.html
exreport/inst/staticdocs/content-index.html
exreport/inst/staticdocs/footer.html
exreport/inst/staticdocs/index.r
exreport/inst/extdata
exreport/inst/extdata/latexTemplates
exreport/inst/extdata/latexTemplates/exTabular_plain.txt
exreport/inst/extdata/latexTemplates/experiment.txt
exreport/inst/extdata/latexTemplates/assets
exreport/inst/extdata/latexTemplates/assets/imports.tex
exreport/inst/extdata/latexTemplates/assets/commands.tex
exreport/inst/extdata/latexTemplates/main_end.txt
exreport/inst/extdata/latexTemplates/wilcoxon.txt
exreport/inst/extdata/latexTemplates/exTabular_phtest.txt
exreport/inst/extdata/latexTemplates/friedman.txt
exreport/inst/extdata/latexTemplates/main_start.txt
exreport/inst/extdata/latexTemplates/exPlot.txt
exreport/inst/extdata/htmlTemplates
exreport/inst/extdata/htmlTemplates/exTabular_plain.txt
exreport/inst/extdata/htmlTemplates/experiment.txt
exreport/inst/extdata/htmlTemplates/assets
exreport/inst/extdata/htmlTemplates/assets/bootstrap.min.css
exreport/inst/extdata/htmlTemplates/assets/scripts.js
exreport/inst/extdata/htmlTemplates/assets/jquery.js
exreport/inst/extdata/htmlTemplates/assets/bootstrap.min.js
exreport/inst/extdata/htmlTemplates/main_end.txt
exreport/inst/extdata/htmlTemplates/wilcoxon.txt
exreport/inst/extdata/htmlTemplates/exTabular_phtest.txt
exreport/inst/extdata/htmlTemplates/friedman.txt
exreport/inst/extdata/htmlTemplates/main_start.txt
exreport/inst/extdata/htmlTemplates/exPlot.txt
exreport/NAMESPACE
exreport/data
exreport/data/wekaExperiment.rda
exreport/R
exreport/R/fun_expReorder.R
exreport/R/class_exTabular.R
exreport/R/class_testPaired.R
exreport/R/utils_addDoc.R
exreport/R/fun_tabularExpSummary.R
exreport/R/class_testFriedman.R
exreport/R/fun_expConcat.R
exreport/R/fun_testPaired.R
exreport/R/utils_statistics.R
exreport/R/utils_reportGenerator.R
exreport/R/utils_tables.R
exreport/R/fun_expRename.R
exreport/R/utils_list.R
exreport/R/class_testMultiplePairwise.R
exreport/R/fun_exreport.R
exreport/R/fun_expCreate.R
exreport/R/class_metaTags.R
exreport/R/fun_testMultipleControl.R
exreport/R/fun_plotExpSummary.R
exreport/R/class_testMultipleControl.R
exreport/R/class_testMultiple.R
exreport/R/fun_expReduce.R
exreport/R/fun_tabularTestSummary.R
exreport/R/utils_strings.R
exreport/R/class_exPlot.R
exreport/R/class_phMetric.R
exreport/R/utils_phMetric.R
exreport/R/fun_plotCumulativeRank.R
exreport/R/fun_expExtract.R
exreport/R/fun_expGetDuplicated.R
exreport/R/fun_expCombine.R
exreport/R/utils_text.R
exreport/R/fun_plotRankDistribution.R
exreport/R/fun_expRemoveDuplicated.R
exreport/R/fun_expExtend.R
exreport/R/fun_tabularTestPairwise.R
exreport/R/fun_testMultiplePairwise.R
exreport/R/fun_expSubset.R
exreport/R/class_exReport.R
exreport/R/class_experiment.R
exreport/R/fun_expInstantiate.R
exreport/README.md
exreport/MD5
exreport/DESCRIPTION
exreport/man
exreport/man/expCombine.Rd
exreport/man/testMultiplePairwise.Rd
exreport/man/expCreateFromTable.Rd
exreport/man/tabularTestSummary.Rd
exreport/man/tabularExpSummary.Rd
exreport/man/testPaired.Rd
exreport/man/expExtend.Rd
exreport/man/expRename.Rd
exreport/man/expReorder.Rd
exreport/man/plotRankDistribution.Rd
exreport/man/expConcat.Rd
exreport/man/testMultipleControl.Rd
exreport/man/expGetDuplicated.Rd
exreport/man/exreport.Rd
exreport/man/exreportRender.Rd
exreport/man/plotExpSummary.Rd
exreport/man/exreportAdd.Rd
exreport/man/plotCumulativeRank.Rd
exreport/man/expInstantiate.Rd
exreport/man/wekaExperiment.Rd
exreport/man/tabularTestPairwise.Rd
exreport/man/expExtract.Rd
exreport/man/expRemoveDuplicated.Rd
exreport/man/expSubset.Rd
exreport/man/expCreate.Rd
exreport/man/expReduce.Rd