Suggestions for speeding up Random Forests

Question

I\'m doing some work with the randomForest package and while it works well, it can be time-consuming. Any one have any suggestions for speeding things up? I\'

Answer 1

Why don't you use an already parallelized and optimized implementation of Random Forest? Have a look to SPRINT using MPI. http://www.r-sprint.org/