A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.
| Version: | 0.6.0 |
| Depends: | R (≥ 3.2.5) |
| Imports: | ggplot2 (≥ 0.9.0), grDevices, gridExtra, lattice, magrittr, methods, mgcv, plyr, stats, viridis, utils |
| Suggests: | adabag, C50, caret, Cubist, e1071, earth, gbm, ipred, kernlab, MASS, mda, nnet, party, partykit, randomForest, ranger, rpart, testthat, xgboost (≥ 0.6-0) |
| Published: | 2017-07-20 |
| Author: | Brandon Greenwell [aut, cre] |
| Maintainer: | Brandon 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 |
| NeedsCompilation: | yes |
| Citation: | pdp citation info |
| Materials: | README NEWS |
| In views: | MachineLearning |
| CRAN checks: | pdp results |
| Reference manual: | pdp.pdf |
| Package source: | pdp_0.6.0.tar.gz |
| Windows binaries: | r-devel: pdp_0.6.0.zip, r-release: pdp_0.6.0.zip, r-oldrel: pdp_0.6.0.zip |
| OS X El Capitan binaries: | r-release: pdp_0.6.0.tgz |
| OS X Mavericks binaries: | r-oldrel: pdp_0.6.0.tgz |
| Old sources: | pdp archive |
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