Prediction Rule Ensembles


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Documentation for package ‘pre’ version 0.2

Help Pages

bsnullinteract Compute boostrapped null interaction models
coef.pre Coefficients for the final prediction rule ensemble
cvpre Full k-fold cross validation of a pre
importance Calculate importances of base learners (rules and linear terms) and input variables
interact Calculate interaction statistics for user-specified variables
pairplot Create partial dependence plot for a pair of predictor variables
plot.pre Plot method for class pre
pre Derive a prediction rule ensemble
predict.pre Predicted values based on final unbiased prediction rule ensemble
print.pre Print method for objects of class pre
singleplot Create partial dependence plot for a single variable