Package weka.classifiers.trees

package weka.classifiers.trees
  • Classes
    Class
    Description
    DecisionStump
    Class for building and using a decision stump.
    HoeffdingTree
    A Hoeffding tree (VFDT) is an incremental, anytime decision tree induction algorithm that is capable of learning from massive data streams, assuming that the distribution generating examples does not change over time.
    J48
    Class for generating a pruned or unpruned C4.5 decision tree.
    LMT
    Classifier for building 'logistic model trees', which are classification trees with logistic regression functions at the leaves.
    M5P
    M5Base.
    RandomForest
    Class for constructing a forest of random trees.

    For more information see:

    Leo Breiman (2001).
    RandomTree
    Class for constructing a tree that considers K randomly chosen attributes at each node.
    REPTree
    Fast decision tree learner.