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

Documentation for package ‘customizedTraining’ version 1.2

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