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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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Install
install.packages('cvTools')
Monthly Downloads
3,460
Version
0.3.2
License
GPL (>= 2)
Maintainer
Andreas Alfons
Last Published
May 14th, 2012
Functions in cvTools (0.3.2)
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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