FastRandomForest

A re-implementation of the Random Forest classifier (RF) for the Weka environment
Download

FastRandomForest Ranking & Summary

Advertisement

  • Rating:
  • License:
  • GPL
  • Price:
  • FREE
  • Publisher Name:
  • fsupek.irb
  • Publisher web site:
  • http://code.google.com/u/fsupek.irb/
  • Operating Systems:
  • Mac OS X
  • File Size:
  • 42 KB

FastRandomForest Tags


FastRandomForest Description

A re-implementation of the Random Forest classifier (RF) for the Weka environment FastRandomForest is a classifier that brings speed and memory use improvements over the original Weka RF.Speed gains depend on many factors, but a 5-10x increase over Weka 3-6-1 on a quad core computer is not uncommon, along with a 1.5x reduction in memory use.Unrelated to the FastRF project, an MPI-enabled version of the Random Forest algorithm written in Fortran 90 is available from http://parf.googlecode.com.


FastRandomForest Related Software