perry: Resampling-based prediction error estimation for regression models

Tools that allow developers to write functions for prediction error estimation with minimal programming effort and assist users with model selection in regression problems.

Author
Andreas Alfons [aut, cre]
Date of publication
2013-03-13 11:10:58
Maintainer
Andreas Alfons <alfons@ese.eur.nl>
License
GPL (>= 2)
Version
0.2.0

View on CRAN

Man pages

accessors
Access or set information on resampling-based prediction...
aggregate.perry
Aggregate resampling-based prediction error results
bootControl
Control object for bootstrap samples
bootSamples
Bootstrap samples
cost
Prediction loss
cvFolds
Cross-validation folds
foldControl
Control object for cross-validation folds
fortify.perry
Convert resampling-based prediction error results into a data...
perry
Resampling-based prediction error for fitted models
perry-deprecated
Deprecated functions in package 'perry'
perryFit
Resampling-based prediction error for model evaluation
perry-package
Resampling-based prediction error estimation for regression...
perryPlot
Plot resampling-based prediction error results
perryReshape
Reshape resampling-based prediction error results
perrySelect
Model selection via resampling-based prediction error...
perrySplits
Data splits for resampling-based prediction error measures
perryTuning
Resampling-based prediction error for tuning parameter...
randomSplits
Random data splits
reperry
Recompute resampling-based prediction error measures
splitControl
Control object for random data splits
subset.perry
Subsetting resampling-based prediction error results
summary.perry
Summarize resampling-based prediction error results

Files in this package

perry
perry/MD5
perry/R
perry/R/utils.R
perry/R/summary.R
perry/R/subset.R
perry/R/selectBest.R
perry/R/reperry.R
perry/R/print.R
perry/R/predict.R
perry/R/perryTuning.R
perry/R/perryTools.R
perry/R/perrySplits.R
perry/R/perrySelect.R
perry/R/perryReshape.R
perry/R/perryPlot.R
perry/R/perryFit.R
perry/R/perry.R
perry/R/fortify.R
perry/R/cost.R
perry/R/aggregate.R
perry/R/accessors.R
perry/NEWS
perry/NAMESPACE
perry/man
perry/man/summary.perry.Rd
perry/man/subset.perry.Rd
perry/man/splitControl.Rd
perry/man/reperry.Rd
perry/man/randomSplits.Rd
perry/man/perryTuning.Rd
perry/man/perrySplits.Rd
perry/man/perrySelect.Rd
perry/man/perryReshape.Rd
perry/man/perryPlot.Rd
perry/man/perryFit.Rd
perry/man/perry.Rd
perry/man/perry-package.Rd
perry/man/perry-deprecated.Rd
perry/man/fortify.perry.Rd
perry/man/foldControl.Rd
perry/man/cvFolds.Rd
perry/man/cost.Rd
perry/man/bootSamples.Rd
perry/man/bootControl.Rd
perry/man/aggregate.perry.Rd
perry/man/accessors.Rd
perry/inst
perry/inst/tests
perry/inst/tests/test-subset.R
perry/inst/tests/test-perryTuning-repCV.R
perry/inst/tests/test-perryTuning-oneCV.R
perry/inst/tests/test-perrySelect.R
perry/inst/tests/test-perryReshape.R
perry/inst/tests/test-perryFit-repCV.R
perry/inst/tests/test-perryFit-oneCV.R
perry/inst/doc
perry/inst/doc/examples
perry/inst/doc/examples/example-summary.R
perry/inst/doc/examples/example-subset.R
perry/inst/doc/examples/example-reperry.R
perry/inst/doc/examples/example-perryTuning.R
perry/inst/doc/examples/example-perrySelect.R
perry/inst/doc/examples/example-perryReshape.R
perry/inst/doc/examples/example-perryPlot.R
perry/inst/doc/examples/example-perryFit.R
perry/inst/doc/examples/example-perry.R
perry/inst/doc/examples/example-fortify.R
perry/inst/doc/examples/example-aggregate.R
perry/inst/doc/examples/example-accessors.R
perry/DESCRIPTION