RDocumentation
Moon
Learn R
Search all packages and functions
mmpf (version 0.0.5)
Monte-Carlo Methods for Prediction Functions
Description
Marginalizes prediction functions using Monte-Carlo integration and computes permutation importance.
Copy Link
Copy
Link to current version
Version
Version
0.0.5
0.0.4
0.0.2
0.0.1
Down Chevron
Install
install.packages('mmpf')
Monthly Downloads
1,019
Version
0.0.5
License
MIT + file LICENSE
Maintainer
Zachary Jones
Last Published
October 24th, 2018
Functions in mmpf (0.0.5)
Search functions
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.