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
|
| 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 |
Documentation:
| Reference manual: | 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: | hpiR, moreparty, oncrawlR, radiant.model, rmweather |
| Reverse suggests: | creditmodel, ENMTools, gbm, mpae, vip, xgrove |
Linking:
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