Cross-validation and resampling
SiteMethod, Cross-validation and resamplingMethod
Subjects and collections
Subjects are the site's own grouping of CRAN packages, found by clustering. Collections are sets of packages that communities declare, such as the tidyverse.
- Subjects
- Subjects are found by clustering the words of current CRAN packages and the packages they use. No one edits them by hand.
- Collections
- Collections are sets that communities declare, through a package that installs the set or an organization on GitHub. The site finds them by rules.
- Who made each
- Subjects are marked Site and collections Community. Subjects, collections and task views are never mixed in one list.
- The day of the data
- Subjects and collections were last worked out on 22 Oct 2026.
Packages that create resampling folds and run cross-validation to tune and compare predictive models.
Grouped by the site
- Packages
- 820 core
- Downloads
- 468,86230 days, one mirror
- Check problems
- 3of 82 checked
- In no task view
- 73of 82
Packages
Other packages 82
zipCross-Platform 'zip' Compression348,118 downloads, a check error91% testedIts description mentions crossrsampleGeneral Resampling Infrastructure52,889 downloads, checks with a note88% testedUsed by PTSDdiagorigamiGeneralized Framework for Cross-Validation13,358 downloads, checks OK91% testedIts title names Cross-ValidationglmnetUtilsUtilities for 'Glmnet'6,584 downloads, checks OK76% testedRepository topic: cross-validationENMevalAutomated Tuning and Evaluations of Ecological Niche Models5,322 downloads, checks OK44% testedIts description mentions tuning and cross validationCVSTFast Cross-Validation via Sequential Testing4,683 downloads, checks with a noteno testsUsed by FastKRRblockCVSpatial and Environmental Blocking for Cross-Validation4,063 downloads, checks OK89% testedIts title names Cross-ValidationbestglmBest Subset GLM and Regression Utilities3,314 downloads, checks with a noteno testsIts description mentions cross validationcvToolsCross-Validation Tools for Regression Models2,344 downloads, checks OKno testsIts title names Cross-ValidationcrossvalGeneric Functions for Cross Validation2,064 downloads, checks with a noteno testsIts description mentions cross validationgroupdata2Creating Groups from Data1,642 downloads, checks with a note93% testedUsed by cvmscvmsCross-Validation for Model Selection1,126 downloads, checks with a note74% testedUses groupdata2CrossValidateClasses and Methods for Cross Validation of "Class Prediction" Algorithms1,117 downloads, checks OK- tests not knownIts description mentions cross and predictionsplitToolsTools for Data Splitting768 downloads, checks OK97% testedRepository topic: cross-validationglmnetrNested Cross Validation for the Relaxed Lasso and Other Machine Learning Models713 downloads, checks OKno testsIts description mentions glmnet and cross validationcvCross-Validating Regression Models690 downloads, checks OK20% testedIts description mentions cross and validationnestedcvNested Cross-Validation with 'glmnet' and 'caret'659 downloads, checks with a noteno testsIts title names Cross-ValidationkernregNadaraya-Watson Kernel Regression641 downloads, checks OKno testsIts description mentions fold cross and regressionbenford.analysisBenford Analysis for Data Validation and Forensic Analytics591 downloads, checks with a note97% testedmlr3resamplingResampling Algorithms for 'mlr3' Framework481 downloads, checks OK87% testedIts description mentions training and predictionhbalHierarchically Regularized Entropy Balancing444 downloads, checks OK72% testedIts description mentions cross validationsisalSequential Input Selection Algorithm420 downloads, checks OK10% testedIts description mentions selection and validationdata.validatorAutomatic Data Validation and Reporting405 downloads, checks OK83% testedRepository topic: validationrSRDSum of Ranking Differences Statistical Test402 downloads, checks OK56% testedIts description mentions validation and crossmultiviewCooperative Learning for Multi-View Analysis391 downloads, checks OKno testsIts description mentions validation and crossbblBoltzmann Bayes Learner387 downloads, a check warningno testsIts description mentions cross validation and modelgeosptGeostatistical Analysis and Design of Optimal Spatial Sampling Networks387 downloads, checks OKno testsIts description mentions cross validation and predictiondatadiffData Validation Based on 'YAML' Rules372 downloads, checks OK98% testedIts description mentions data validationwavesVis-NIR Spectral Analysis Wrapper368 downloads, checks OK0% testedIts description mentions cross validation and trainingbcvCross-Validation for the SVD (Bi-Cross-Validation)366 downloads, checks with a note72% testedIts title names Cross-ValidationBORGBounded Outcome Risk Guard for Model Evaluation357 downloads, checks OK45% testedRepository topic: validationBTWARButterworth-Induced Autoregressive Model356 downloads, checks OK0% testedIts description mentions model and cross validationmodeLLtestCompare Models with Cross-Validated Log-Likelihood355 downloads, checks OK79% testedIts description mentions cross and modelEZtuneTunes AdaBoost, Elastic Net, Support Vector Machines, and Gradient Boosting Machines353 downloads, checks with a noteno testsIts description mentions tuning and validationrbridgeRestricted Bridge Estimation352 downloads, checks OK75% testedIts description mentions linear and cross validationACVOptimal Out-of-Sample Forecast Evaluation and Testing under Stationarity345 downloads, checks OK88% testedIts description mentions cross validation and linearCARRoTPredicting Categorical and Continuous Outcomes Using One in Ten Rule344 downloads, checks OKno testsIts description mentions training and cross validationCvmortalityMultCross-Validation for Multi-Population Mortality Models341 downloads, checks OK0% testedIts title names Cross-ValidationnprotregNonparametric Rotations for Sphere-Sphere Regression341 downloads, checks OK81% testedIts description mentions regression and cross validationmultiridgeFast Cross-Validation for Multi-Penalty Ridge Regression339 downloads, checks with a noteno testsIts title names Cross-ValidationtidyrulesUtilities to Retrieve Rulelists from Model Fits, Filter, Prune, Reorder and Predict on Unseen Data339 downloads, checks OK82% testedIts description mentions validation and frameworklimpidRReproducible Analysis of Freshwater Microplastic Data334 downloads, checks OK59% testedIts description mentions validation and modelSubgrpIDPatient Subgroup Identification for Clinical Drug Development333 downloads, checks OKno testsIts description mentions cross validation and selectionspatialkitSpatial Tessellation, Modeling, and Cross-Validation Toolkit321 downloads, a check error77% testedIts title names Cross-ValidationFastKRRKernel Ridge Regression using 'RcppArmadillo'306 downloads, checks OK68% testedUses CVSTPopVarGenomic Breeding Tools: Genetic Variance Prediction and Cross-Validation304 downloads, checks OKno testsIts title names Cross-ValidationkfaK-Fold Cross Validation for Factor Analysis290 downloads, checks with a noteno testsRepository topic: cross-validationCVThreshLevel-Dependent Cross-Validation Thresholding289 downloads, checks with a noteno testsIts title names Cross-ValidationAgriFusionRAn Integration Framework for Agricultural Analytics285 downloads, checks OK71% testedIts description mentions cross validation and predictioncrossvalidationCPCross-Validation for Change-Point Regression278 downloads, checks with a note94% testedIts title names Cross-ValidationcvmaPLFAMCross-Validation Model Averaging for Partial Linear Functional Additive Models278 downloads, checks OKno testsIts title names Cross-ValidationsurveyCVCross Validation Based on Survey Design263 downloads, checks OK24% testedIts description mentions fold cross and cross validationGSMXMultivariate Genomic Selection262 downloads, checks with a noteno testsIts description mentions cross validationoscarOptimal Subset Cardinality Regression (OSCAR) Models Using the L0-Pseudonorm262 downloads, checks with a noteno testsIts description mentions regression and modelsadsoRptionCVCross-Validation Methods for Adsorption Isotherm Models258 downloads, checks with a noteno testsIts title names Cross-ValidationroccvROC for Cross Validation Results255 downloads, checks with a noteno testsIts description mentions cross validation and frameworkmodeltuningModel Selection and Tuning Utilities254 downloads, checks OKno testsIts description mentions tuning and cross validationrlcvRobust Likelihood Cross Validation Bandwidth Selection254 downloads, checks OKno testsIts description mentions cross validationgaQSARQSAR Modelling Using Genetic Algorithm Based Variable Selection252 downloads, checks OKno testsIts description mentions validation and selectionspatialcvRSpatial Cross-Validation for Machine Learning249 downloads, checks OK81% testedIts title names Cross-ValidationvaladdinFunctional Input Validation248 downloads, checks OK60% testedIts description mentions validationcvLMCross-Validation for Linear and Ridge Regression Models245 downloads, checks OK70% testedIts title names Cross-ValidationPSGDProjected Subset Gradient Descent244 downloads, checks OK0% testedIts description mentions tuning and cross validationPTSDdiagOptimize PTSD Diagnostic Criteria242 downloads, checks OK90% testedUses rsamplesearchAnalyzeRAdvanced Analytics and Testing Framework for Systematic Review Search Strategies226 downloads, checks OK25% testedIts description mentions validation and crossNoSleepRPrevent System Sleep During Long R Tasks224 downloads, checks OK51% testedIts description mentions crosspECVEntrywise Splitting Cross-Validation for Factor Models223 downloads, checks OKno testsIts title names Cross-ValidationINCVCommunityDetectionInductive Node-Splitting Cross-Validation for Community Detection222 downloads, checks OK46% testedIts title names Cross-ValidationRobustPredictionRobust Tuning and Training for Cross-Source Prediction219 downloads, checks OKno testsIts description mentions tuning and trainingstylest2Estimating Speakers of Texts211 downloads, checks OK6% testedIts description mentions model and cross validationXSLmodelsRun and Optimize Cross-Situational Word Learning Models211 downloads, checks OK93% testedIts description mentions cross and modelscvsemSEM Model Comparison with K-Fold Cross-Validation206 downloads, checks OKno testsIts title names Cross-ValidationxnetTwo-Step Kernel Ridge Regression for Network Predictions206 downloads, checks with a note71% testedIts description mentions ridge regression and cross validationProxRegLinear Models for Prediction and Classification using Proximal Operators204 downloads, checks OKno testsIts description mentions regression and cross validationDOvalidationKernel Hazard Estimation with Best One-Sided and Double One-Sided Cross-Validation203 downloads, checks with a noteno testsIts title names Cross-ValidationnoisyCE2Cross-Entropy Optimisation of Noisy Functions187 downloads, checks with a note4% testedIts description mentions crossReproStatReproducibility Diagnostics for Statistical Modeling186 downloads, checks OK81% testedIts description mentions glmnet and selectionvarEstVariance Estimation184 downloads, checks with a noteno testsIts description mentions cross validation and foldstimIncorporating Stability Information into Cross-Sectional Estimates183 downloads, checks OK77% testedIts description mentions cross and modelOSCVOne-Sided Cross-Validation182 downloads, checks with a noteno testsIts title names Cross-ValidationSAMURStochastic Augmentation of Matched Data Using Restriction Methods178 downloads, checks with a noteno testsIts description mentions validation and crossmalpMaximum Agreement Linear Prediction170 downloads, checks OKno testsIts description mentions prediction and linear