Package: cvTools 0.3.3

Andreas Alfons

cvTools: Cross-validation tools for regression models

Tools that allow developers to write functions for cross-validation with minimal programming effort and assist users with model selection.

Authors:Andreas Alfons

cvTools_0.3.3.tar.gz
cvTools_0.3.3.zip(r-4.7)cvTools_0.3.3.zip(r-4.6)cvTools_0.3.3.zip(r-4.5)
cvTools_0.3.3.tgz(r-4.6-any)cvTools_0.3.3.tgz(r-4.5-any)
cvTools_0.3.3.tar.gz(r-4.7-any)cvTools_0.3.3.tar.gz(r-4.6-any)
cvTools_0.3.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
cvTools/json (API)
NEWS

# Install 'cvTools' in R:
install.packages('cvTools', repos = c('https://aalfons.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/aalfons/cvtools/issues

On CRAN:

Conda:

7.45 score 8 stars 17 packages 535 scripts 3.2k downloads 4 mentions 21 exports 3 dependencies

Last updated from:3fc334a49f. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE116
source / vignettesOK141
linux-release-x86_64NOTE117
macos-release-arm64NOTE97
macos-oldrel-arm64NOTE100
windows-develNOTE71
windows-releaseNOTE71
windows-oldrelNOTE84
wasm-releaseOK90

Exports:cvFitcvFoldscvLmcvLmrobcvLtscvNamescvNames<-cvReshapecvSelectcvToolcvTuningfitsfits<-mapemspencvnfitsrepCVrmspertmspetmspe

Dependencies:DEoptimRlatticerobustbase

Readme and manuals

Help Manual

Help pageTopics
Cross-validation tools for regression modelscvTools-package cvTools
Access or set information on cross-validation resultsaccessors cvNames cvNames<- fits fits<- ncv nfits
Aggregate cross-validation resultsaggregate.cv aggregate.cvSelect aggregate.cvTuning
Box-and-whisker plots of cross-validation resultsbwplot.cv bwplot.cvSelect
Prediction losscost mape mspe rmspe rtmspe tmspe
Cross-validation for model evaluationcvFit cvFit.call cvFit.default cvFit.function print.cv
Cross-validation foldscvFolds print.cvFolds
Reshape cross-validation resultscvReshape cvReshape.cv cvReshape.cvSelect
Model selection based on cross-validationcvSelect print.cvSelect
Low-level function for cross-validationcvTool
Cross-validation for tuning parameter selectioncvTuning cvTuning.call cvTuning.function print.cvTuning
Kernel density plots of cross-validation resultsdensityplot.cv densityplot.cvSelect
Dot plots of cross-validation resultsdotplot.cv dotplot.cvSelect
Plot cross-validation resultsplot.cv plot.cvSelect
Cross-validation for linear modelscvExamples cvLm cvLmrob cvLts repCV repCV.lm repCV.lmrob repCV.lts
Subsetting cross-validation resultssubset.cv subset.cvSelect
Summarize cross-validation resultssummary.cv summary.cvSelect summary.cvTuning
X-Y plots of cross-validation resultsxyplot.cv xyplot.cvSelect xyplot.cvTuning