forestFloor: Visualizes Random Forests with Feature Contributions

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Form visualizations of high dimensional mapping structures of random forests and feature contributions.

Author
Soeren Havelund Welling
Date of publication
2016-06-01 14:11:11
Maintainer
Soeren Havelund Welling <SOWE@DTU.DK>
License
GPL-2
Version
1.9.5
URLs

View on CRAN

Man pages

append.overwrite.alists
Combine two argument lists
as.numeric.factor
Convert a factor to numeric.vector.
box.outliers
Box Outliers
convolute_ff
Cross-validated main effects interpretation for all feature...
convolute_ff2
Low-level function to estimate a specific set of feature...
convolute_grid
Model structure grid estimated by feature contributions
fcol
Generic colour module for forestFloor objects
forestFloor
Compute out-of-bag cross-validated feature contributions to...
forestFloor-package
forestFloor: visualize the random forest model structure
plot.forestFloor
plot.forestFloor_regression
plot_simplex3
3-class simplex forestFloor plot
print.forestFloor
print summary of forestFloor.Object
recTree
recursiveTree: cross-validated feature contributions
show3d
make forestFloor 3D-plot of random forest feature...
vec.plot
Compute and plot vector effect characteristics for a given...
Xtestmerger
merge training set (X) and (test) set

Files in this package

forestFloor
forestFloor/inst
forestFloor/inst/examples
forestFloor/inst/examples/ffgradientBoost.R
forestFloor/inst/examples/Scripts
forestFloor/inst/examples/Scripts/forestFloor_RF_is_shallow.R
forestFloor/inst/examples/Scripts/forestFloor_wwq.R
forestFloor/inst/examples/Scripts/forestFloor_toyData.R
forestFloor/inst/examples/Scripts/forestFloor_cmc.R
forestFloor/inst/examples/showpartial.R
forestFloor/inst/CITATION
forestFloor/tests
forestFloor/tests/stdUsage.R
forestFloor/tests/allExamples.R
forestFloor/tests/testMultiClass.cpp.R
forestFloor/tests/testBinaryClass.R
forestFloor/tests/test_Xtestmerger.R
forestFloor/tests/rfPermute_supported.R
forestFloor/src
forestFloor/src/testcpp_rec6.cpp
forestFloor/src/RcppExports.cpp
forestFloor/NAMESPACE
forestFloor/NEWS
forestFloor/R
forestFloor/R/fcol.R
forestFloor/R/Xtestmerger.R
forestFloor/R/forestFloor_randomForest_regression.R
forestFloor/R/plot.forestFloor_multiClass.R
forestFloor/R/plot_simplex3.R
forestFloor/R/append.overwrite.alists.R
forestFloor/R/vec.plot.R
forestFloor/R/forestFloor_randomForest_multiClass.R
forestFloor/R/convolute_ff.R
forestFloor/R/forestFloor_source.R
forestFloor/R/print.forestFloor_multiClass.R
forestFloor/R/print.forestFloor_regression.R
forestFloor/R/RcppExports.R
forestFloor/R/plot.forestFloor_regression.R
forestFloor/R/show3d.R
forestFloor/R/ggPlotForestFloor.R
forestFloor/R/box.outliers.R
forestFloor/R/as.numeric.factor.R
forestFloor/R/checkPlotTest.R
forestFloor/R/convolute_ff2.R
forestFloor/MD5
forestFloor/DESCRIPTION
forestFloor/man
forestFloor/man/fcol.Rd
forestFloor/man/vec.plot.Rd
forestFloor/man/print.forestFloor.Rd
forestFloor/man/convolute_ff2.Rd
forestFloor/man/box.outliers.Rd
forestFloor/man/forestFloor.Rd
forestFloor/man/forestFloor-package.Rd
forestFloor/man/plot_simplex3.Rd
forestFloor/man/recTree.Rd
forestFloor/man/plot.forestFloor.Rd
forestFloor/man/Xtestmerger.Rd
forestFloor/man/append.overwrite.alists.Rd
forestFloor/man/as.numeric.factor.Rd
forestFloor/man/show3d.Rd
forestFloor/man/convolute_ff.Rd
forestFloor/man/convolute_grid.Rd