The often-overlooked random forest kernel
I'm the author -- this is a technique to use a trained random forest as a kernel function for similar data. It can be used as a sort of primitive transfer learning, or just as a way to get a very high quality kernel for a (labeled) dataset.Happy to answer any questions!