cvTools v0.3.2

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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.

Functions in cvTools

Name Description
cvTool Low-level function for cross-validation
cvFolds Cross-validation folds
accessors Access or set information on cross-validation results
repCV Cross-validation for linear models
densityplot.cv Kernel density plots of cross-validation results
cost Prediction loss
bwplot.cv Box-and-whisker plots of cross-validation results
cvTools-package Cross-validation tools for regression models
subset.cv Subsetting cross-validation results
plot.cv Plot cross-validation results
cvSelect Model selection based on cross-validation
cvReshape Reshape cross-validation results
summary.cv Summarize cross-validation results
aggregate.cv Aggregate cross-validation results
cvFit Cross-validation for model evaluation
dotplot.cv Dot plots of cross-validation results
cvTuning Cross-validation for tuning parameter selection
xyplot.cv X-Y plots of cross-validation results
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Details

Type Package
Date 2012-05-11
License GPL (>= 2)
LazyLoad yes
Collate 'accessors.R' 'aggregate.R' 'bwplot.R' 'cost.R' 'cvFit.R' 'cvFolds.R' 'cvReshape.R' 'cvSelect.R' 'cvTool.R' 'cvTuning.R' 'densityplot.R' 'dotplot.R' 'plot.R' 'print.R' 'repCV.R' 'selectBest.R' 'subset.R' 'summary.R' 'utils.R' 'xyplot.R'
Packaged 2012-05-11 16:02:12 UTC; andi
Repository CRAN
Date/Publication 2012-05-14 15:13:43

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