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README

This repo contains a very simple scikit-learn-based implementation of the Random Forest Kernel described in Davies and Ghahramani, 2014. (https://arxiv.org/pdf/1402.4293.pdf) THe main difference is that the authors suggest a stochastic quantification of the tree-induced differences (by selecting a node level from an uniform distribution) while here I query the entire path from the root to the leaves.

What is this repository for?

  • Didactic purposes and for future development

How do I get set up?

  • Python 2.7 should be installed
  • matplotlib, scipy, numpy, scikit-learn should be installed (they can be easily installed with pip)

Who do I talk to?

  • My email is in the source file