Learn R Programming
⚠️There's a newer version (1.11.1) of this package.Take me there.

forestFloor (version 1.5)

Visualizes Random Forests with Feature Contributions

Description

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

Copy Link

Version

Install

install.packages('forestFloor')

Monthly Downloads

71

Version

1.5

License

GPL-2

Maintainer

Soeren Havelund Welling

Last Published

June 30th, 2015

Functions in forestFloor (1.5)

forestFloor

ForestFloor: Visualize topologies of randomForest model
show3d_new

make 3d-plot of forestFloor topology
convolute_grid

Predict grid topology by convolution
forestFloor-package

forestFloor: visualize the randomForest topology
recTree

recursiveTree: cross-validated feature contributions
print.forestFloor

print summary of forestFloor.Object
plot.forestFloor

Metod: plot.forestFloor
convolute_ff2

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

Box Outliers
append.overwrite.alists

Combine two argument lists
vec.plot

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

Generic colour module for forestFloor obejcts
convolute_ff

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