Monte-Carlo Methods for Prediction Functions


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Documentation for package ‘mmpf’ version 0.0.5

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cartesianExpand expands two data.frames using the Cartesian product
makeDesign make a uniform, random, or user-specified grid over some columns of a data.frame, and combine it with a grid of points to integrate over.
makePermutedDesign creates a 'data.frame' with some columns permuted
marginalPrediction marginalizes prediction functions
permutationImportance computes permutation importance
uniformGrid method to create a uniform grid on a variable