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 |