KDnuggets : News : 2005 : n11 : item16 < PREVIOUS | NEXT >


From: Pedro Domingos
Date: 18 May 2005
Subject: VFML library for mining massive data streams

The VFML (Very Fast Machine Learning) library for mining very large databases and data streams is now available at


It is written in C, and includes highly scalable implementations of several widely used machine learning algorithms:

  • VFDT: Decision tree induction
  • CVFDT: Decision tree induction with concept drift
  • VFBN: Bayesian network structure learner
  • VFEM: EM algorithm for mixtures of Gaussians
  • VFKM: K-means clustering
  • Etc.
In addition, VFML includes tools for data preparation, testing, and rapid development of stream mining systems.

KDnuggets : News : 2005 : n11 : item16 < PREVIOUS | NEXT >

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