pdp: Partial Dependence Plots
A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.
| Version: | 0.8.2 |
| 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: | 2024-10-28 |
| 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 2025-12-22] |
Documentation:
| Reference manual: | pdp.html ,pdp.pdf |
| Vignettes: | pdp-approximate (source) pdp-introduction (source) pdp-link-function (source) |
Downloads:
| Package source: | pdp_0.8.2.tar.gz |
| Windows binaries: | r-devel:pdp_0.8.2.zip, r-release:pdp_0.8.2.zip, r-oldrel:pdp_0.8.2.zip |
| macOS binaries: | r-release (arm64):pdp_0.8.2.tgz, r-oldrel (arm64):pdp_0.8.2.tgz, r-release (x86_64):pdp_0.8.2.tgz, r-oldrel (x86_64):pdp_0.8.2.tgz |
| Old sources: | pdp archive |
Reverse dependencies:
| Reverse imports: | caretSDM,hpiR,rmweather |
| Reverse suggests: | creditmodel,ENMTools,fastml,gbm,mpae,tinyVAST,vip,xgrove |
Linking:
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