A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.
Version: | 0.8.1 |
Depends: | R (≥ 3.6.0) |
Imports: | foreach, ggplot2 (≥ 3.0.0), grDevices, lattice, methods, rlang (≥ 0.3.0), stats, utils |
Suggests: | 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 |
Published: | 2022-06-07 |
DOI: | 10.32614/CRAN.package.pdp |
Author: | Brandon M. Greenwell [aut, cre] |
Maintainer: | Brandon M. Greenwell <greenwell.brandon at gmail.com> |
BugReports: | https://github.com/bgreenwell/pdp/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/bgreenwell/pdp, http://bgreenwell.github.io/pdp/ |
NeedsCompilation: | yes |
Citation: | pdp citation info |
Materials: | README NEWS |
In views: | MachineLearning |
CRAN checks: | pdp results [issues need fixing before 2024-10-04] |
Reference manual: | pdp.pdf |
Vignettes: |
pdp-approximate pdp-introduction pdp-link-function |
Package source: | pdp_0.8.1.tar.gz |
Windows binaries: | r-devel: pdp_0.8.1.zip, r-release: pdp_0.8.1.zip, r-oldrel: pdp_0.8.1.zip |
macOS binaries: | r-release (arm64): pdp_0.8.1.tgz, r-oldrel (arm64): pdp_0.8.1.tgz, r-release (x86_64): pdp_0.8.1.tgz, r-oldrel (x86_64): pdp_0.8.1.tgz |
Old sources: | pdp archive |
Reverse imports: | hpiR, moreparty, oncrawlR, radiant.model, rmweather |
Reverse suggests: | creditmodel, ENMTools, gbm, mpae, vip, xgrove |
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