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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.

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Interpretable machine learning algorithm

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  • R 97.6%
  • C++ 2.4%