Package de.jungblut.classification.tree

Class LeafNode

  • All Implemented Interfaces:
    org.apache.hadoop.io.Writable
    public final class LeafNode
extends AbstractTreeNode

    • Constructor Summary

      Constructors 
      Constructor Description
      LeafNode()  
      LeafNode​(int label)  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      byte getType()  
      int predict​(de.jungblut.math.DoubleVector features)  
      void readFields​(java.io.DataInput in)  
      void transformToByteCode​(org.objectweb.asm.MethodVisitor visitor, org.objectweb.asm.Label returnLabel)
      Transforms this node to byte code, given a visitor that already starts containing the methods and a label that must be jumped to in case of a return.
      protected void writeInternal​(java.io.DataOutput out)
      serialize internal state.

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Constructor Detail

      • LeafNode

        public LeafNode()

      • LeafNode

        public LeafNode​(int label)

    • Method Detail

      • predict

        public int predict​(de.jungblut.math.DoubleVector features)
        Specified by:
        predict in class AbstractTreeNode
        Returns:
        predicts the index of the outcome, or -1 if not known. In the binary case, 0 and 1 are used to distinguish.

      • transformToByteCode

        public void transformToByteCode​(org.objectweb.asm.MethodVisitor visitor,
                                org.objectweb.asm.Label returnLabel)
        Description copied from class: AbstractTreeNode
        Transforms this node to byte code, given a visitor that already starts containing the methods and a label that must be jumped to in case of a return.
        Specified by:
        transformToByteCode in class AbstractTreeNode

      • readFields

        public void readFields​(java.io.DataInput in)
                throws java.io.IOException
        Throws:
        java.io.IOException

      • writeInternal

        protected void writeInternal​(java.io.DataOutput out)
                      throws java.io.IOException
        Description copied from class: AbstractTreeNode
        serialize internal state.
        Specified by:
        writeInternal in class AbstractTreeNode
        Throws:
        java.io.IOException

      • getType

        public byte getType()
        Specified by:
        getType in class AbstractTreeNode
        Returns:
        the byte id of the type: leaf = 1, numerical = 2; nominal = 3