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forestFloor (version 1.4)

Visualizes Random Forests with Feature Contributions

Description

Enables user to form appropriate visualization of high dimensional mapping curvature of random forests.

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Version

Install

install.packages('forestFloor')

Monthly Downloads

71

Version

1.4

License

GPL-2

Maintainer

Soeren Havelund Welling

Last Published

May 28th, 2015

Functions in forestFloor (1.4)

forestFloor-package

forestFloor: visualize the randomForest topology
fcol

Generic colour module for forestFloor obejcts
print.forestFloor

print summary of forestFloor.Object
append.overwrite.alists

Combine two argument lists
box.outliers

Box Outliers
show3d_new

make 3d-plot of forestFloor topology
vec.plot

Compute and plot vector effct characteristics for a given multivariate model
convolute_ff2

Convolute SPECIFIC set of featureContributions by corresponding features with kknn-package.
convolute_grid

Predict grid topology by convolution
forestFloor

ForestFloor: Visualize topologies of randomForest model
recTree

recursiveTree: cross-validated feature contributions
plot.forestFloor

Metod: plot.forestFloor
convolute_ff

Convolution SPECIFIC set of featureContributions by corresponding features with kknn-package