Self-Validated Ensemble Models with Elastic Net Regression


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Documentation for package ‘SVEMnet’ version 1.4.0

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SVEMnet-package SVEMnet: Self-Validated Ensemble Models with Elastic Net Regression
coef.svem_model Plot Coefficient Nonzero Percentages from a SVEMnet Model
glmnet_with_cv Fit a glmnet Model with Cross-Validation
plot.svem_model Plot Method for SVEM Models
plot.svem_significance_test Plot SVEM Significance Test Results for Multiple Responses
predict.svem_model Predict Method for SVEM Models
predict_cv Predict Method for glmnet_with_cv Objects
print.svem_significance_test Print Method for SVEM Significance Test
SVEMnet Fit an SVEMnet Model
svem_random_table Generate a Random Prediction Table for a Fitted SVEMnet Model
svem_significance_test SVEM Significance Test with Mixture Support
svem_significance_test_parallel SVEM Significance Test with Mixture Support (Parallel Version)