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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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Install
install.packages('cvTools')
Monthly Downloads
3,460
Version
0.3.3
License
GPL (>= 2)
Maintainer
Andreas Alfons
Last Published
March 13th, 2024
Functions in cvTools (0.3.3)
Search functions
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