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mmpf (version 0.0.5)

Monte-Carlo Methods for Prediction Functions

Description

Marginalizes prediction functions using Monte-Carlo integration and computes permutation importance.

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Version

Install

install.packages('mmpf')

Monthly Downloads

64

Version

0.0.5

License

MIT + file LICENSE

Maintainer

Zachary Jones

Last Published

October 24th, 2018

Functions in mmpf (0.0.5)

marginalPrediction

marginalizes prediction functions
makePermutedDesign

creates a data.frame with some columns permuted
cartesianExpand

expands two data.frames using the Cartesian product
permutationImportance

computes permutation importance
uniformGrid

method to create a uniform grid on a variable
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.