keel.Algorithms.Decision_Trees.C45_Binarization

Class BTS

java.lang.Object

keel.Algorithms.Decision_Trees.C45_Binarization.BTS

public class BTS
extends java.lang.Object

Title: BTS

Description: This class implements the BTS OVO scheme

Company: KEEL

Since:

JDK1.6

Version:

1.0

Author:

Mikel Galar (University of Navarra) 21/10/2010

Constructor Summary

Constructors

Constructor and Description
BTS(Multiclassifier classifier, float threshold, OVO ovo) Binary Tree of Classifiers constructor

Method Summary

Modifier and Type	Method and Description
java.lang.String	computeClass(double[] ejemplo) It computes the class for a given example
void	construct() It constructs the balanced binary tree
void	initialize() It initilizes the root node of the tree

Methods inherited from class java.lang.Object

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

Constructor Detail

BTS

public BTS(Multiclassifier classifier,
           float threshold,
           OVO ovo)

Binary Tree of Classifiers constructor

Parameters:

classifier - The OVO classifier

threshold - The minimum threshold for accepting a class being only in one node

ovo - The OVO methodology

Method Detail

initialize

public void initialize()

It initilizes the root node of the tree

construct

public void construct()

It constructs the balanced binary tree

computeClass

public java.lang.String computeClass(double[] ejemplo)

It computes the class for a given example

Parameters:

ejemplo - the example to be classified

Returns:

the predicted class