Construction and Evaluation of Metamodels
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Documentation for package ‘DiceEval’ version 1.6.1
- DESCRIPTION file.
- Code demos. Use demo() to run them.
Help Pages
| DiceEval-package | Metamodels |
| crossValidation | K-fold Cross Validation |
| dataIRSN5D | 5D benchmark from nuclear criticality safety assessments |
| DiceEval | Metamodels |
| MAE | Mean Absolute Error |
| modelComparison | Comparison of different types of metamodels |
| modelFit | Fitting metamodels |
| modelPredict | Prediction at newdata for a fitted metamodel |
| penaltyPolyMARS | Choice of the penalty parameter for a PolyMARS model |
| R2 | Multiple R-Squared |
| residualsStudy | Plot residuals |
| RMA | Relative Maximal Absolute Error |
| RMSE | Root Mean Squared Error |
| stepEvolution | Evolution of the stepwise model |
| testCrossValidation | Test the robustess of the cross-validation procedure |
| testIRSN5D | A set of test data |