Quantitative Exploration of Elastic Net Families for Generalized Linear Models

Documentation for package ‘eNetXplorer’ version 1.0.1

eNetXplorer-package	explores elastic net families for generalized linear models
eNetXplorer	generates family of elastic net models for different alphas
export	generates plain text files from eNetXplorer object
H1N1_Flow	Longitudinal cell population frequencies and titer response upon H1N1 vaccination
Leukemia_miR	MicroRNA expression of acute leukemia phenotypes
plot	generates plots from eNetXplorer object
plot.eNetXplorer	generates plots from eNetXplorer object
plotContingency	generates plot of response vs out-of-bag predictions across classes
plotFeatureCaterpillar	generates caterpillar plot of feature statistics
plotFeatureHeatmap	generates heatmap plot of feature statistics
plotLambdaVsQF	generates plot of quality function across 'lambda'
plotMeasuredVsOOB	generates plot of response vs out-of-bag predictions across instances
plotSummary	generates summary plots of model performance across alpha
QuickStartEx	Synthetic dataset
summary	generates list of model statistics
summary.eNetXplorer	generates list of model statistics
summaryPDF	generates PDF report with summary of main results