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cvTools (version 0.1.1)

cvTools-package: 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.

Arguments

Details

ll{ Package: cvTools Type: Package Version: 0.1.1 Date: 2011-12-07 Depends: lattice, robustbase License: GPL (>= 2) LazyLoad: yes }

Index: accessors Access or set information on cross-validation results aggregate.cv Aggregate cross-validation results bwplot.cv Box-and-whisker plots of cross-validation results cost Prediction loss cvExamples Cross-validation for linear models cvFit Cross-validation for model evaluation cvFolds Cross-validation folds cvReshape Reshape cross-validation results cvSelect Model selection based on cross-validation cvTool Low-level function for cross-validation cvTools-package Cross-validation tools for regression models cvTuning Cross-validation for tuning parameter selection densityplot.cv Kernel density plots of cross-validation results dotplot.cvSelect Dot plots of cross-validation results plot.cv Plot cross-validation results subset.cv Subsetting cross-validation results summary.cv Summarize cross-validation results xyplot.cvSelect X-Y plots of cross-validation results