Class LimAttHoeffdingTree

  • All Implemented Interfaces:
    Configurable, Serializable, CapabilitiesHandler, Classifier, MultiClassClassifier, AWTRenderable, Learner<Example<Instance>>, MOAObject, OptionHandler

    public class LimAttHoeffdingTree
    extends HoeffdingTree
    Hoeffding decision trees with a restricted number of attributes for data streams. LimAttClassifier is the stacking method that can be used with these decision trees. For more information see,

    Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer: Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking. Journal of Machine Learning Research - Proceedings Track 13: 225-240 (2010) * BibTeX:
     @article{BifetFHP10,
     author    = {Albert Bifet and
                  Eibe Frank and
                  Geoffrey Holmes and
                  Bernhard Pfahringer},
     title     = {Accurate Ensembles for Data Streams: Combining Restricted
                  Hoeffding Trees using Stacking},
     journal   = {Journal of Machine Learning Research - Proceedings Track},
     volume    = {13},
     year      = {2010},
     pages     = {225-240}
     }
     

    Version:
    $Revision: 7 $
    Author:
    Albert Bifet (abifet at cs dot waikato dot ac dot nz)
    See Also:
    Serialized Form