applications3

• comparing data classifier algorithms

  • modified version of the Weka tool (open source software for machine learning algorithms)
  • data pre-processing, classification, regression, clustering, association rules, and visualizationhen
  • for a new classifier: test it against as many other classifier and on as many datasets as possible
  • method used: n-fold cross validation
  • using 5-8 classifiers
    • on a PC - around 48 hours
    • on the cluster - a couple of hours