A general framework for constructing partial dependence plots from
various types machine learning models in R.
C50, Cubist, e1071, earth, gbm, kernlab, nnet, party,
partykit, rpart, testthat, xgboost
grDevices, lattice, magrittr, mgcv, plyr, randomForest, stats,
viridis

A general framework for constructing partial dependence (i.e.,
marginal effect) plots from various types machine learning models in R.
C50, caret, Cubist, e1071, earth, gbm, kernlab, nnet, party,
partykit, randomForest, rpart, testthat, xgboost

C50, caret, Cubist, e1071, earth, gbm, kernlab, nnet, party,
partykit, randomForest, rpart, testthat, xgboost (>= 0.6-0)
grDevices, gridExtra, lattice, magrittr, mgcv, plyr, stats,
viridis

adabag, C50, caret, Cubist, e1071, earth, gbm, ipred,
kernlab, nnet, party, partykit, randomForest, ranger, rpart,
testthat, xgboost (>= 0.6-0)

adabag, C50, caret, Cubist, e1071, earth, gbm, ipred,
kernlab, MASS, mda, nnet, party, partykit, randomForest,
ranger, rpart, testthat, xgboost (>= 0.6-0)
boot, dplyr, ggplot2 (>= 0.9.0), grDevices, gridExtra,
lattice, magrittr, methods, mgcv, plyr, Rcpp (>= 0.11.5),
stats, viridis, utils

ggplot2 (>= 0.9.0), grDevices, gridExtra, lattice, magrittr,
methods, mgcv, plyr, stats, viridis, utils

adabag, AmesHousing, C50, caret, Cubist, doParallel, dplyr,
e1071, earth, gbm, ipred, keras, kernlab, MASS, mda, nnet,
party, partykit, progress, randomForest, ranger, rpart,
testthat, xgboost (>= 0.6-0), knitr, rmarkdown, vip

person(c("Brandon", "M."), family = "Greenwell",
email = "greenwell.brandon@gmail.com", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-8120-0084"))
A general framework for constructing partial dependence (i.e.,
marginal effect) plots from various types machine learning models
in R.
adabag, AmesHousing, C50, caret, covr, Cubist, doParallel,
dplyr, e1071, earth, gbm, gridExtra, ICEbox, ipred, keras,
kernlab, magrittr, MASS, Matrix, mda, mlbench, nnet, party,
partykit, randomForest, ranger, reticulate, rpart, tinytest,
xgboost (>= 0.6-0), knitr, rmarkdown, vip
foreach, ggplot2 (>= 3.0.0), grDevices, lattice, methods,
rlang (>= 0.3.0), stats, utils
Brandon M. Greenwell [aut, cre]
(<https://orcid.org/0000-0002-8120-0084>)