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kddml.Core.DataMining.ClassificationTrees.CompoundBaggingsTree Class Reference

Inheritance diagram for kddml.Core.DataMining.ClassificationTrees.CompoundBaggingsTree:

kddml.Core.DataMining.ClassificationTrees.CompoundTree kddml.Core.DataMining.ClassificationTrees.Node kddml.Core.DataMining.ClassificationTrees.CompoundTreeManager kddml.Core.DataMining.ClassificationTrees.NodeManager kddml.Core.DataMining.ClassificationTrees.NodeManager List of all members.

Public Member Functions

 CompoundBaggingsTree ()
String classify (String[] values)
String toString ()

Protected Member Functions

 CompoundBaggingsTree (Element el) throws TreeModelException
Element toXML ()

Detailed Description

A CompoundBaggingsTree implements a combination between two or more classification trees with a voting operator.
More precisely, given n distinct classifiers C1, . . . ,Cn, a voting classifier assigns to a tuple the class mostly assigned by C1, . . . ,Cn.

Title: KDDML

Description: Knowledge Discovery in Database Environment

Copyright: Copyright (c) 2003-2005

Company: Universita' di Pisa - Dipartimento di Informatica

Author:
Andrea Romei (romei@di.unipi.it)
Version:
2.0.16


Constructor & Destructor Documentation

kddml.Core.DataMining.ClassificationTrees.CompoundBaggingsTree.CompoundBaggingsTree  ) 
 

Empty constructor.

kddml.Core.DataMining.ClassificationTrees.CompoundBaggingsTree.CompoundBaggingsTree Element  el  )  throws TreeModelException [protected]
 

Proprietary constructor given the XML element.

Parameters:
el Element
Exceptions:
TreeModelException 


Member Function Documentation

String kddml.Core.DataMining.ClassificationTrees.CompoundBaggingsTree.classify String[]  values  )  [virtual]
 

Method used to classify an input instance. Given n distinct classifiers C1, . . . ,Cn, a voting classifier assigns to a tuple the class mostly assigned by C1, . . . ,Cn. If two or more classification values have the same score, then the method returns the first one.

Parameters:
values String[] classification values returned by single trees.
Returns:
String the classification value.

Implements kddml.Core.DataMining.ClassificationTrees.CompoundTree.

String kddml.Core.DataMining.ClassificationTrees.CompoundBaggingsTree.toString  )  [virtual]
 

Returns a representation of this object as string.

Returns:
String

Implements kddml.Core.DataMining.ClassificationTrees.Node.

Element kddml.Core.DataMining.ClassificationTrees.CompoundBaggingsTree.toXML  )  [protected, virtual]
 

Returns a representation of this object as PMML element.

Returns:
Element

Implements kddml.Core.DataMining.ClassificationTrees.CompoundTree.


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