pdp: Partial Dependence Plots

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

Author
Brandon Greenwell [aut, cre]
Date of publication
2016-12-03 18:12:09
Maintainer
Brandon Greenwell <greenwell.brandon@gmail.com>
License
GPL (>= 2)
Version
0.2.0
URLs

View on CRAN

Man pages

boston
Boston Housing Data
partial
Partial Dependence Functions
pima
Pima Indians Diabetes Data
pipe
Pipe operator
plotPartial
Plotting Partial Dependence Functions

Files in this package

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/pdClassification.R
pdp/R/pdRegression.R
pdp/R/data.R
pdp/R/partial.R
pdp/R/plotPartial.R
pdp/README.md
pdp/MD5
pdp/DESCRIPTION
pdp/man
pdp/man/pipe.Rd
pdp/man/pima.Rd
pdp/man/partial.Rd
pdp/man/boston.Rd
pdp/man/plotPartial.Rd