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cvTools (version 0.3.3)

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

3,053

Version

0.3.3

License

GPL (>= 2)

Maintainer

Andreas Alfons

Last Published

March 13th, 2024

Functions in cvTools (0.3.3)

cvFolds

Cross-validation folds
dotplot.cv

Dot plots of cross-validation results
densityplot.cv

Kernel density plots of cross-validation results
xyplot.cv

X-Y plots of cross-validation results
cvTuning

Cross-validation for tuning parameter selection
subset.cv

Subsetting cross-validation results
summary.cv

Summarize cross-validation results
plot.cv

Plot cross-validation results
repCV

Cross-validation for linear models
cvTools-package

tools:::Rd_package_title("cvTools")
cvReshape

Reshape cross-validation results
accessors

Access or set information on cross-validation results
cvTool

Low-level function for cross-validation
bwplot.cv

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

Model selection based on cross-validation
aggregate.cv

Aggregate cross-validation results
cvFit

Cross-validation for model evaluation
cost

Prediction loss