Browsing by Subject "M5"

Now showing items 1-2 of 2

  • Induction of model trees for predicting continuous classes

    Wang, Yong; Witten, Ian H. (1996-10)
    Many problems encountered when applying machine learning in practice involve predicting a "class" that takes on a continuous numeric value, yet few machine learning schemes are able to do this. This paper describes a ...

  • Using model trees for classification

    Frank, Eibe; Wang, Yong; Inglis, Stuart J.; Holmes, Geoffrey; Witten, Ian H. (1997-04)
    Model trees, which are a type of decision tree with linear regression functions at the leaves, form the basis of a recent successful technique for predicting continuous numeric values. They can be applied to classification ...