forestFloor: Visualizes Random Forests with Feature Contributions
Version 1.8.1

Enables users to form appropriate visualizations of high dimensional mapping curvatures of random forests.

Browse man pages Browse package API and functions Browse package files

AuthorSoeren Havelund Welling
Date of publication2015-07-30 14:12:18
MaintainerSoeren Havelund Welling <SOWE@DTU.DK>
LicenseGPL-2
Version1.8.1
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("forestFloor", repos="http://R-Forge.R-project.org")

Man pages

append.overwrite.alists: Combine two argument lists
as.numeric.factor: Convert a factor to numeric.vector.
box.outliers: Box Outliers
convolute_ff: Convolution SPECIFIC set of featureContributions by...
convolute_ff2: Convolute SPECIFIC set of featureContributions by...
convolute_grid: Predict grid topology by convolution
fcol: Generic colour module for forestFloor obejcts
forestFloor: ForestFloor: Visualize topologies of randomForest model
forestFloor-package: forestFloor: visualize the random forest topology
ggPlotForestFloor: plot forestFloor object with ggplot (beta)
ggplotGrob: Generate a ggplot2 plot grob.
plot.forestFloor: plot.forestFloor_regrssion
plot_simplex3: 3-class simplex forestFloor plot
print.forestFloor: print summary of forestFloor.Object
recTree: recursiveTree: cross-validated feature contributions
show3d: make 3d-plot of forestFloor topology
vec.plot: Compute and plot vector effct characteristics for a given...

Functions

append.overwrite.alists Man page Source code
as.numeric.factor Man page Source code
box.outliers Man page Source code
convolute_ff Man page Source code
convolute_ff2 Man page Source code
convolute_grid Man page Source code
fcol Man page Source code
forestFloor Man page Source code
forestFloorPackage Man page
forestFloor_randomForest_classification Man page
forestFloor_randomForest_multiClass Source code
forestFloor_randomForest_regression Man page Source code
ggPlotForestFloor Man page Source code
ggplotGrob Man page
multiTree Source code
plot.forestFloor Man page
plot.forestFloor_multiClass Man page Source code
plot.forestFloor_regression Man page Source code
plot_simplex3 Man page Source code
print.forestFloor Man page
print.forestFloor_classification Man page
print.forestFloor_multiClass Man page Source code
print.forestFloor_regression Man page Source code
recTree Man page Source code
show3d Man page Source code
show3d.forestFloor_multiClass Man page Source code
show3d.forestFloor_regression Man page Source code
vec.plot Man page Source code

Files

DESCRIPTION
NAMESPACE
R
R/RcppExports.R
R/append.overwrite.alists.R
R/as.numeric.factor.R
R/box.outliers.R
R/convolute_ff.R
R/convolute_ff2.R
R/fcol.R
R/forestFloor_multiClass.R
R/forestFloor_source.R
R/ggPlotForestFloor.R
R/plot.forestFloor_multiClass.R
R/plot.forestFloor_regression.R
R/plot_simplex3.R
R/print.forestFloor_regression.R
R/show3d.R
R/vec.plot.R
man
man/append.overwrite.alists.Rd
man/as.numeric.factor.Rd
man/box.outliers.Rd
man/convolute_ff.Rd
man/convolute_ff2.Rd
man/convolute_grid.Rd
man/fcol.Rd
man/forestFloor-package.Rd
man/forestFloor.Rd
man/ggPlotForestFloor.Rd
man/ggplotGrob.Rd
man/plot.forestFloor.Rd
man/plot_simplex3.Rd
man/print.forestFloor.Rd
man/recTree.Rd
man/show3d.Rd
man/vec.plot.Rd
src
src/RcppExports.cpp
src/multiClass.cpp
src/testcpp_rec6.cpp
tests
tests/ggplotUsage.R
tests/stdUsage.R
tests/testBinaryClass.R
tests/testMultiClass.cpp.R
forestFloor documentation built on May 21, 2017, 12:30 a.m.