Hierarchy For Package org.streaminer.stream.classifier.tree

Package Hierarchies:

• All Packages

Class Hierarchy

• java.lang.Object
  • org.streaminer.stream.learner.AbstractRegressor<D> (implements org.streaminer.stream.learner.Regressor<D>)
    • org.streaminer.stream.classifier.tree.RegressionTree
  • org.streaminer.stream.classifier.tree.BinaryTreeNode<I,V> (implements java.io.Serializable)
    • org.streaminer.stream.classifier.tree.BTreeNode (implements java.io.Serializable)
  • org.streaminer.stream.classifier.tree.ChernoffSplitCriterion<S> (implements org.streaminer.stream.classifier.tree.SplitCriterion<S>)
  • org.streaminer.stream.classifier.tree.HoeffdingTree (implements org.streaminer.stream.learner.Learner<T,M>)
  • org.streaminer.stream.classifier.tree.HoeffdingTree.NodeData (implements java.io.Serializable)
  • org.streaminer.stream.classifier.tree.HoeffdingTreeModel (implements org.streaminer.stream.model.DescriptionModel<R>, org.streaminer.stream.model.PredictionModel<T,R>)
  • org.streaminer.stream.classifier.tree.HoeffdingTreeNode (implements java.io.Serializable)
  • org.streaminer.stream.classifier.tree.QualityCriterion.EntropyCriterion (implements org.streaminer.stream.classifier.tree.QualityCriterion)
  • org.streaminer.stream.classifier.tree.QualityCriterion.GiniCriterion (implements org.streaminer.stream.classifier.tree.QualityCriterion)
  • org.streaminer.stream.classifier.tree.Range
  • org.streaminer.stream.classifier.tree.RegressionTreeModel (implements org.streaminer.stream.model.PredictionModel<T,R>)
  • org.streaminer.stream.classifier.tree.RegressionTreeNode (implements java.io.Serializable)
    • org.streaminer.stream.classifier.tree.InnerNode (implements java.io.Serializable)
    • org.streaminer.stream.classifier.tree.LeafNode (implements java.io.Serializable)
  • org.streaminer.stream.classifier.tree.RegressionTreeStatistics (implements org.streaminer.stream.classifier.tree.ChernoffStatistics, org.streaminer.stream.classifier.tree.NodeInfo)
  • org.streaminer.stream.classifier.tree.RTreeStatistics (implements org.streaminer.stream.classifier.tree.NodeInfo)
  • org.streaminer.stream.classifier.tree.TreeNode<I> (implements java.io.Serializable)
    • org.streaminer.stream.classifier.tree.ModelTree<I,O> (implements org.streaminer.stream.model.PredictionModel<T,R>)
      • org.streaminer.stream.classifier.tree.RTree (implements org.streaminer.stream.learner.Regressor<D>)

Interface Hierarchy

• org.streaminer.stream.classifier.tree.ChernoffStatistics
• java.io.Serializable
  • org.streaminer.stream.learner.Learner<T,M>
    • org.streaminer.stream.classifier.Classifier<D,T> (also extends org.streaminer.stream.model.PredictionModel<T,R>)
      • org.streaminer.stream.learner.Regressor<D>
        • org.streaminer.stream.classifier.tree.LinearRegression<D>
  • org.streaminer.stream.model.Model
    • org.streaminer.stream.model.PredictionModel<T,R>
      • org.streaminer.stream.classifier.Classifier<D,T> (also extends org.streaminer.stream.learner.Learner<T,M>)
        • org.streaminer.stream.learner.Regressor<D>
          • org.streaminer.stream.classifier.tree.LinearRegression<D>
  • org.streaminer.stream.classifier.tree.NodeInfo
  • org.streaminer.stream.classifier.tree.QualityCriterion
• org.streaminer.stream.classifier.tree.SplitCriterion<S>
• org.streaminer.stream.classifier.tree.Visitor<B>