Customized Training for Lasso and Elastic-Net Regularized Generalized Linear Models

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Documentation for package ‘customizedTraining’ version 1.3

• DESCRIPTION file.

Help Pages

customizedGlmnet	Fit glmnet using customized training
cv.customizedGlmnet	Cross validation for customizedGlmnet
nonzero	Return selected variables
nonzero.customizedGlmnet	Return selected variables from a 'customizedGlmnet' object
nonzero.singleton	Return selected variables from a 'singleton' object
plot.customizedGlmnet	Visualize variables selected in each customized training subset
plot.cv.customizedGlmnet	Visualize variables selected in each customized training subset, from a cross-validated model
predict.customizedGlmnet	Make predictions from a 'customizedGlmnet' object
predict.cv.customizedGlmnet	Make predictions from a 'cv.customizedGlmnet' object
predict.singleton	Make predictions from a "singleton" object
print.customizedGlmnet	Print the summary of a fitted 'customizedGlmnet' object
print.cv.customizedGlmnet	Print a "cv.customizedGlmnet" object
Vowel	Vowel Recognition