mmpf: Monte-Carlo Methods for Prediction Functions
Version 0.0.3

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

Browse man pages Browse package API and functions Browse package files

AuthorZachary Jones [aut, cre]
Date of publication2017-03-05 17:26:13
MaintainerZachary Jones <zmj@zmjones.com>
LicenseMIT + file LICENSE
Version0.0.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mmpf")

Man pages

cartesianExpand: expands two data.frames using the Cartesian product
makeDesign: make a uniform, random, or user-specified grid over some...
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

Functions

cartesianExpand Man page Source code
defaultLoss Source code
defaultLoss.character Source code
defaultLoss.factor Source code
defaultLoss.integer Source code
defaultLoss.matrix Source code
defaultLoss.numeric Source code
defaultLoss.ordered Source code
makeDesign Man page Source code
makePermutedDesign Man page Source code
marginalPrediction Man page Source code
permutationImportance Man page Source code
uniformGrid Man page Source code
uniformGrid.character Source code
uniformGrid.data.frame Source code
uniformGrid.factor Source code
uniformGrid.integer Source code
uniformGrid.matrix Source code
uniformGrid.numeric Source code

Files

inst
inst/doc
inst/doc/mmpf.R
inst/doc/mmpf.html
inst/doc/mmpf.Rmd
tests
tests/testthat.R
tests/testthat
tests/testthat/test_mp.R
tests/testthat/test_mi.R
tests/testthat/test_grid.R
NAMESPACE
R
R/utils.R
R/mi.R
R/mp.R
R/grid.R
vignettes
vignettes/mmpf.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/permutationImportance.Rd
man/makePermutedDesign.Rd
man/makeDesign.Rd
man/cartesianExpand.Rd
man/marginalPrediction.Rd
man/uniformGrid.Rd
LICENSE
mmpf documentation built on May 19, 2017, 8:33 a.m.