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

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Documentation for package ‘customizedTraining’ version 1.2

• 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