Extensible Classes and Methods for Penalized-Regression-Based
Integration of Base Learners
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Documentation for package ‘EnsemblePenReg’ version 0.7
Help Pages
| epenreg | Penalized-Regression-Based (PenReg) Integration of Base Learners for Ensemble Learning |
| epenreg.baselearner.control | Utility Functions for Configuring Regression Base Learners and Integrator in 'EnsemblePenReg' Package |
| epenreg.integrator.control | Utility Functions for Configuring Regression Base Learners and Integrator in 'EnsemblePenReg' Package |
| epenreg.load | Custom Functions for Disk I/O in 'EnsemblePenReg' Package |
| epenreg.save | Custom Functions for Disk I/O in 'EnsemblePenReg' Package |
| plot.epenreg | Plot function for 'epenreg' model |
| predict.epenreg | Predict method for class '"epenreg"' |
| Regression.Integrator.PenReg.SelMin.Config-class | Class '"Regression.Integrator.PenReg.SelMin.Config"' |
| Regression.Integrator.PenReg.SelMin.FitObj-class | Class '"Regression.Integrator.PenReg.SelMin.FitObj"' |
| Regression.Sweep.CV.Fit | Function for cross-validation based sweep operation. |
| Regression.Sweep.CV.FitObj-class | Class '"Regression.Sweep.CV.FitObj"' |
| Regression.Sweep.PenReg.Config-class | Class '"Regression.Sweep.PenReg.Config"' |
| Regression.Sweep.PenReg.FitObj-class | Class '"Regression.Sweep.PenReg.FitObj"' |