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cvTools (version 0.3.2)

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

2,283

Version

0.3.2

License

GPL (>= 2)

Maintainer

Andreas Alfons

Last Published

May 14th, 2012

Functions in cvTools (0.3.2)

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