pdp: Partial Dependence Plots

A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.

AuthorBrandon Greenwell [aut, cre]
Date of publication2017-01-07 10:20:48
MaintainerBrandon Greenwell <greenwell.brandon@gmail.com>
LicenseGPL (>= 2)
Version0.4.0
https://github.com/bgreenwell/pdp

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Files

pdp
pdp/tests
pdp/tests/testthat.R
pdp/tests/testthat
pdp/tests/testthat/test-utils.R
pdp/tests/testthat/test-plotPartial
pdp/tests/testthat/test-partial.R
pdp/tests/testthat/test-pdRegression
pdp/tests/testthat/test-pdClassification
pdp/NAMESPACE
pdp/NEWS.md
pdp/data
pdp/data/boston.RData
pdp/data/pima.RData
pdp/R
pdp/R/utils.R pdp/R/getTrainingData.R pdp/R/superType.R pdp/R/pdClassification.R pdp/R/pdRegression.R pdp/R/data.R pdp/R/partial.R pdp/R/pdp.R pdp/R/topPredictors.R pdp/R/plotPartial.R pdp/R/predGrid.R
pdp/README.md
pdp/MD5
pdp/DESCRIPTION
pdp/man
pdp/man/pipe.Rd pdp/man/pima.Rd pdp/man/partial.Rd pdp/man/pdp.Rd pdp/man/topPredictors.Rd pdp/man/grid.arrange.Rd pdp/man/boston.Rd pdp/man/plotPartial.Rd pdp/man/trellis.last.object.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.