interpretR: Binary Classifier and Regression Model Interpretation Functions
Version 0.2.4

Compute permutation- based performance measures and create partial dependence plots for (cross-validated) 'randomForest' and 'ada' models.

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AuthorMichel Ballings and Dirk Van den Poel
Date of publication2016-03-19 22:55:06
MaintainerMichel Ballings <michel.ballings@GMail.com>
LicenseGPL (>= 2)
Version0.2.4
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("interpretR")

Man pages

interpretRNews: Display the NEWS file
interpretR-package: Partial Dependence Plots and Permutation-Based Performance...
parDepPlot: Model interpretation functions: Partial Dependence Plots
variableImportance: Permutation- based Variable Importance Measures

Functions

interpretR Man page
interpretR-package Man page
interpretRNews Man page Source code
onAttach Source code
parDepPlot Man page Source code
variableImportance Man page Source code

Files

inst
inst/NEWS
NAMESPACE
R
R/interpretRNews.R
R/variableImportance.R
R/zzz.R
R/parDepPlot.R
MD5
DESCRIPTION
man
man/parDepPlot.Rd
man/interpretR-package.Rd
man/variableImportance.Rd
man/interpretRNews.Rd
interpretR documentation built on May 19, 2017, 8:05 a.m.