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| BART.Regression.Config-class | Classes '"KNN.Regression.Config"', '"NNET.Regression.Config"', '"RF.Regression.Config"', '"SVM.Regression.Config"', '"GBM.Regression.Config"', '"PENREG.Regression.Config"', '"BART.Regression.Config"' |
| BART.Regression.FitObj-class | Classes '"KNN.Regression.FitObj"', '"NNET.Regression.FitObj"', '"RF.Regression.FitObj"', '"SVM.Regression.FitObj"', '"GBM.Regression.FitObj"', '"PENREG.Regression.FitObj"', '"BART.Regression.FitObj"' |
| BaseLearner.Batch.FitObj-class | Classes '"BaseLearner.Batch.FitObj"' and '"Regression.Batch.FitObj"' |
| BaseLearner.Config-class | Classes '"BaseLearner.Config"', '"Regression.Config"' |
| BaseLearner.CV.Batch.FitObj-class | Classes '"BaseLearner.CV.Batch.FitObj"' and '"Regression.CV.Batch.FitObj"' |
| BaseLearner.CV.FitObj-class | Classes '"BaseLearner.CV.FitObj"' and '"Regression.CV.FitObj"' |
| BaseLearner.Fit | Generic S4 Method for Fitting Base Learners |
| BaseLearner.Fit-method | Generic S4 Method for Fitting Base Learners |
| BaseLearner.Fit-methods | Generic S4 Method for Fitting Base Learners |
| BaseLearner.FitObj-class | Classes '"BaseLearner.FitObj"' and '"Regression.FitObj"' |
| extract.baselearner.name | Helper Functions for Manipulating Base Learner Configurations |
| GBM.Regression.Config-class | Classes '"KNN.Regression.Config"', '"NNET.Regression.Config"', '"RF.Regression.Config"', '"SVM.Regression.Config"', '"GBM.Regression.Config"', '"PENREG.Regression.Config"', '"BART.Regression.Config"' |
| GBM.Regression.FitObj-class | Classes '"KNN.Regression.FitObj"', '"NNET.Regression.FitObj"', '"RF.Regression.FitObj"', '"SVM.Regression.FitObj"', '"GBM.Regression.FitObj"', '"PENREG.Regression.FitObj"', '"BART.Regression.FitObj"' |
| generate.partition | Utility Functions in EnsembleBase Package |
| generate.partitions | Utility Functions in EnsembleBase Package |
| Instance-class | Classes '"Instance"' and '"Instance.List"' |
| Instance.List-class | Classes '"Instance"' and '"Instance.List"' |
| KNN.Regression.Config-class | Classes '"KNN.Regression.Config"', '"NNET.Regression.Config"', '"RF.Regression.Config"', '"SVM.Regression.Config"', '"GBM.Regression.Config"', '"PENREG.Regression.Config"', '"BART.Regression.Config"' |
| KNN.Regression.FitObj-class | Classes '"KNN.Regression.FitObj"', '"NNET.Regression.FitObj"', '"RF.Regression.FitObj"', '"SVM.Regression.FitObj"', '"GBM.Regression.FitObj"', '"PENREG.Regression.FitObj"', '"BART.Regression.FitObj"' |
| load.object | Utility Functions in EnsembleBase Package |
| make.configs | Helper Functions for Manipulating Base Learner Configurations |
| make.configs.bart.regression | Helper Functions for Manipulating Base Learner Configurations |
| make.configs.gbm.regression | Helper Functions for Manipulating Base Learner Configurations |
| make.configs.knn.regression | Helper Functions for Manipulating Base Learner Configurations |
| make.configs.nnet.regression | Helper Functions for Manipulating Base Learner Configurations |
| make.configs.penreg.regression | Helper Functions for Manipulating Base Learner Configurations |
| make.configs.rf.regression | Helper Functions for Manipulating Base Learner Configurations |
| make.configs.svm.regression | Helper Functions for Manipulating Base Learner Configurations |
| make.instances | Helper Functions for Manipulating Base Learner Configurations |
| NNET.Regression.Config-class | Classes '"KNN.Regression.Config"', '"NNET.Regression.Config"', '"RF.Regression.Config"', '"SVM.Regression.Config"', '"GBM.Regression.Config"', '"PENREG.Regression.Config"', '"BART.Regression.Config"' |
| NNET.Regression.FitObj-class | Classes '"KNN.Regression.FitObj"', '"NNET.Regression.FitObj"', '"RF.Regression.FitObj"', '"SVM.Regression.FitObj"', '"GBM.Regression.FitObj"', '"PENREG.Regression.FitObj"', '"BART.Regression.FitObj"' |
| OptionalCharacter-class | Class '"OptionalInteger"' |
| OptionalInteger-class | Class '"OptionalInteger"' |
| OptionalNumeric-class | Class '"OptionalInteger"' |
| PENREG.Regression.Config-class | Classes '"KNN.Regression.Config"', '"NNET.Regression.Config"', '"RF.Regression.Config"', '"SVM.Regression.Config"', '"GBM.Regression.Config"', '"PENREG.Regression.Config"', '"BART.Regression.Config"' |
| PENREG.Regression.FitObj-class | Classes '"KNN.Regression.FitObj"', '"NNET.Regression.FitObj"', '"RF.Regression.FitObj"', '"SVM.Regression.FitObj"', '"GBM.Regression.FitObj"', '"PENREG.Regression.FitObj"', '"BART.Regression.FitObj"' |
| plot.Regression.Batch.FitObj | Batch Training, Prediction and Diagnostics of Regression Base Learners |
| plot.Regression.CV.Batch.FitObj | CV Batch Training and Diagnostics of Regression Base Learners |
| predict.Regression.Batch.FitObj | Batch Training, Prediction and Diagnostics of Regression Base Learners |
| predict.Regression.CV.Batch.FitObj | CV Batch Training and Diagnostics of Regression Base Learners |
| predict.Regression.CV.FitObj | Cross-Validated Training and Prediction of Regression Base Learners |
| Regression.Batch.Fit | Batch Training, Prediction and Diagnostics of Regression Base Learners |
| Regression.Batch.FitObj-class | Classes '"BaseLearner.Batch.FitObj"' and '"Regression.Batch.FitObj"' |
| Regression.Config-class | Classes '"BaseLearner.Config"', '"Regression.Config"' |
| Regression.CV.Batch.Fit | CV Batch Training and Diagnostics of Regression Base Learners |
| Regression.CV.Batch.FitObj-class | Classes '"BaseLearner.CV.Batch.FitObj"' and '"Regression.CV.Batch.FitObj"' |
| Regression.CV.Fit | Cross-Validated Training and Prediction of Regression Base Learners |
| Regression.CV.FitObj-class | Classes '"BaseLearner.CV.FitObj"' and '"Regression.CV.FitObj"' |
| regression.extract.response | Utility Functions in EnsembleBase Package |
| Regression.FitObj-class | Classes '"BaseLearner.FitObj"' and '"Regression.FitObj"' |
| Regression.Integrator.Config-class | Classes '"Regression.Integrator.Config"', '"Regression.Select.Config"', '"Regression.Integrator.FitObj"', '"Regression.Select.FitObj"' |
| Regression.Integrator.Fit | Generic Integrator Methods in Package 'EnsembleBase' |
| Regression.Integrator.Fit-methods | Generic Integrator Methods in Package 'EnsembleBase' |
| Regression.Integrator.FitObj-class | Classes '"Regression.Integrator.Config"', '"Regression.Select.Config"', '"Regression.Integrator.FitObj"', '"Regression.Select.FitObj"' |
| Regression.Select.Config-class | Classes '"Regression.Integrator.Config"', '"Regression.Select.Config"', '"Regression.Integrator.FitObj"', '"Regression.Select.FitObj"' |
| Regression.Select.Fit | Generic Integrator Methods in Package 'EnsembleBase' |
| Regression.Select.Fit-methods | Generic Integrator Methods in Package 'EnsembleBase' |
| Regression.Select.FitObj-class | Classes '"Regression.Integrator.Config"', '"Regression.Select.Config"', '"Regression.Integrator.FitObj"', '"Regression.Select.FitObj"' |
| RegressionEstObj-class | Class '"RegressionEstObj"' |
| RegressionSelectPred-class | Class '"RegressionSelectPred"' |
| RF.Regression.Config-class | Classes '"KNN.Regression.Config"', '"NNET.Regression.Config"', '"RF.Regression.Config"', '"SVM.Regression.Config"', '"GBM.Regression.Config"', '"PENREG.Regression.Config"', '"BART.Regression.Config"' |
| RF.Regression.FitObj-class | Classes '"KNN.Regression.FitObj"', '"NNET.Regression.FitObj"', '"RF.Regression.FitObj"', '"SVM.Regression.FitObj"', '"GBM.Regression.FitObj"', '"PENREG.Regression.FitObj"', '"BART.Regression.FitObj"' |
| rmse.error | Utility Functions in EnsembleBase Package |
| servo | Servo Data Set |
| SVM.Regression.Config-class | Classes '"KNN.Regression.Config"', '"NNET.Regression.Config"', '"RF.Regression.Config"', '"SVM.Regression.Config"', '"GBM.Regression.Config"', '"PENREG.Regression.Config"', '"BART.Regression.Config"' |
| SVM.Regression.FitObj-class | Classes '"KNN.Regression.FitObj"', '"NNET.Regression.FitObj"', '"RF.Regression.FitObj"', '"SVM.Regression.FitObj"', '"GBM.Regression.FitObj"', '"PENREG.Regression.FitObj"', '"BART.Regression.FitObj"' |
| validate | ~~ Methods for Function 'validate' in Package 'EnsembleBase' ~~ |
| validate-method | ~~ Methods for Function 'validate' in Package 'EnsembleBase' ~~ |
| validate-methods | ~~ Methods for Function 'validate' in Package 'EnsembleBase' ~~ |