Browsing by Author "Hall, Mark A."

Now showing items 1-5 of 32

  • Additive Regression Applied to a Large-Scale Collaborative Filtering Problem

    Frank, Eibe; Hall, Mark A. (Springer, 2008)
    The much-publicized Netflix competition has put the spotlight on the application domain of collaborative filtering and has sparked interest in machine learning algorithms that can be applied to this sort of problem. The ...
  • Benchmarking attribute selection techniques for data mining

    Hall, Mark A.; Holmes, Geoffrey (University of Waikato, Department of Computer Science, 2000-07)
    Data engineering is generally considered to be a central issue in the development of data mining applications. The success of many learning schemes, in their attempts to construct models of data, hinges on the reliable ...
  • Benchmarking attribute selection techniques for discrete class data mining

    Hall, Mark A.; Holmes, Geoffrey (University of Waikato, Department of Computer Science, 2002-04)
    Data engineering is generally considered to be a central issue in the development of data mining applications. The success of many learning schemes, in their attempts to construct models of data, hinges on the reliable ...
  • Combining Naive Bayes and Decision Tables

    Hall, Mark A.; Frank, Eibe (AAAI Press, 2008)
    We investigate a simple semi-naive Bayesian ranking method that combine naive Bayes with induction of decision tables. Naive Bayes and decision tables can both be trained efficientyly, and the same holds true for the ...
  • Computer improvisation of blues melodies

    Hall, Mark A. (Department of Computer Science, University of Waikato, 1992)
    A computer program has been written which composes blues melodies to fit a given backing chord sequence. The program is comprised of an analysis stage followed by a synthesis stage. The analysis stage takes blues tunes and ...