Extensible Package for Principal-Component-Regression-Based
Heterogeneous Ensemble Meta-Learning
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Documentation for package ‘EnsemblePCReg’ version 1.1.4
Help Pages
| epcreg | Principal-Components-Regression-Based (PCR) Integration of Base Learners for Ensemble Learning |
| epcreg.baselearner.control | Utility Functions for Configuring Regression Base Learners and Integrator in 'EnsemblePCReg' Package |
| epcreg.integrator.control | Utility Functions for Configuring Regression Base Learners and Integrator in 'EnsemblePCReg' Package |
| epcreg.load | Custom Functions for Disk I/O in 'EnsemblePCReg' Package |
| epcreg.save | Custom Functions for Disk I/O in 'EnsemblePCReg' Package |
| plot.epcreg | Plot function for 'epcreg' model |
| predict.epcreg | Predict method for class '"epcreg"' |
| Regression.Integrator.PCR.SelMin.Config-class | Class '"Regression.Integrator.PCR.SelMin.Config"' |
| Regression.Integrator.PCR.SelMin.FitObj-class | Class '"Regression.Integrator.PCR.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.Fit-method | ~~ Methods for Function 'Regression.Sweep.Fit' in Package 'EnsemblePCReg' ~~ |
| Regression.Sweep.Fit-methods | ~~ Methods for Function 'Regression.Sweep.Fit' in Package 'EnsemblePCReg' ~~ |
| Regression.Sweep.PCR.Config-class | Class '"Regression.Sweep.PCR.Config"' |
| Regression.Sweep.PCR.FitObj-class | Class '"Regression.Sweep.PCR.FitObj"' |
| summary.epcreg | Summary function for 'epcreg' model |