/Planted_Forest

Interpretable machine learning algorithm

Primary LanguageRApache License 2.0Apache-2.0

This repository is depreciated. A newer and active version is available on https://github.com/PlantedML/randomPlantedForest.

Planted_Forest

23/12/2020 Very first version released.

The following functions are provided:

rpf: The main function. A random planted forest is calculated. Note: Output should be purified if interpretation is desired.

purify_rpf: A purified random planted forest is calculated from an rpf output.

predict_rpf: Given x values and rpf output, y values are fitted.

f_rpf: Calcaulates values of components in the ANOVA decompostion, given rpf output and x values.

plot_rpf: Plots componens in the ANOVA decompostion, given rpf output.