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-4.5)cvTools_0.3.3.zip(r-4.4)cvTools_0.3.3.zip(r-4.3)
cvTools_0.3.3.tgz(r-4.4-any)cvTools_0.3.3.tgz(r-4.3-any)
cvTools_0.3.3.tar.gz(r-4.5-noble)cvTools_0.3.3.tar.gz(r-4.4-noble)
cvTools_0.3.3.tgz(r-4.4-emscripten)cvTools_0.3.3.tgz(r-4.3-emscripten)
cvTools.pdf |cvTools.html✨
cvTools/json (API)
NEWS

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

Peer review:

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

On CRAN:

21 exports 8 stars 3.65 score 3 dependencies 18 dependents 4 mentions 416 scripts 2.1k downloads

Last updated 12 years agofrom:3fc334a49f. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 10 2024
R-4.5-winNOTESep 10 2024
R-4.5-linuxNOTESep 10 2024
R-4.4-winNOTESep 10 2024
R-4.4-macNOTESep 10 2024
R-4.3-winNOTESep 10 2024
R-4.3-macNOTESep 10 2024

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