forestFloor: Visualizes Random Forests with Feature Contributions

Share:

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

Author
Soeren Havelund Welling
Date of publication
2015-07-30 14:12:18
Maintainer
Soeren Havelund Welling <SOWE@DTU.DK>
License
GPL-2
Version
1.8.1

View on R-Forge

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...

Files in this package

forestFloor/DESCRIPTION
forestFloor/NAMESPACE
forestFloor/R
forestFloor/R/RcppExports.R
forestFloor/R/append.overwrite.alists.R
forestFloor/R/as.numeric.factor.R
forestFloor/R/box.outliers.R
forestFloor/R/convolute_ff.R
forestFloor/R/convolute_ff2.R
forestFloor/R/fcol.R
forestFloor/R/forestFloor_multiClass.R
forestFloor/R/forestFloor_source.R
forestFloor/R/ggPlotForestFloor.R
forestFloor/R/plot.forestFloor_multiClass.R
forestFloor/R/plot.forestFloor_regression.R
forestFloor/R/plot_simplex3.R
forestFloor/R/print.forestFloor_regression.R
forestFloor/R/show3d.R
forestFloor/R/vec.plot.R
forestFloor/man
forestFloor/man/append.overwrite.alists.Rd
forestFloor/man/as.numeric.factor.Rd
forestFloor/man/box.outliers.Rd
forestFloor/man/convolute_ff.Rd
forestFloor/man/convolute_ff2.Rd
forestFloor/man/convolute_grid.Rd
forestFloor/man/fcol.Rd
forestFloor/man/forestFloor-package.Rd
forestFloor/man/forestFloor.Rd
forestFloor/man/ggPlotForestFloor.Rd
forestFloor/man/ggplotGrob.Rd
forestFloor/man/plot.forestFloor.Rd
forestFloor/man/plot_simplex3.Rd
forestFloor/man/print.forestFloor.Rd
forestFloor/man/recTree.Rd
forestFloor/man/show3d.Rd
forestFloor/man/vec.plot.Rd
forestFloor/src
forestFloor/src/RcppExports.cpp
forestFloor/src/multiClass.cpp
forestFloor/src/testcpp_rec6.cpp
forestFloor/tests
forestFloor/tests/ggplotUsage.R
forestFloor/tests/stdUsage.R
forestFloor/tests/testBinaryClass.R
forestFloor/tests/testMultiClass.cpp.R