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cvTools (version 0.1.1)

Cross-validation tools for regression models

Description

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

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Version

Install

install.packages('cvTools')

Monthly Downloads

2,061

Version

0.1.1

License

GPL (>= 2)

Maintainer

Andreas Alfons

Last Published

December 7th, 2011

Functions in cvTools (0.1.1)

bwplot.cv

Box-and-whisker plots of cross-validation results
cost

Prediction loss
accessors

Access or set information on cross-validation results
xyplot.cvSelect

X-Y plots of cross-validation results
cvTuning

Cross-validation for tuning parameter selection
cvFolds

Cross-validation folds
summary.cv

Summarize cross-validation results
plot.cv

Plot cross-validation results
cvSelect

Model selection based on cross-validation
cvTools-package

Cross-validation tools for regression models
dotplot.cvSelect

Dot plots of cross-validation results
cvReshape

Reshape cross-validation results
cvTool

Low-level function for cross-validation
aggregate.cv

Aggregate cross-validation results
cvExamples

Cross-validation for linear models
subset.cv

Subsetting cross-validation results
cvFit

Cross-validation for model evaluation
densityplot.cv

Kernel density plots of cross-validation results