keel.Algorithms.ImbalancedClassification.Auxiliar.AUC

Class CalculateAUC

java.lang.Object

keel.Algorithms.ImbalancedClassification.Auxiliar.AUC.CalculateAUC

public class CalculateAUC
extends java.lang.Object

Class to compute the AUC values

Since:

JDK 1.5

Version:

1.1 (27-01-14)

Author:

Written by Sarah Vluymans (University of Ghent) 27/01/2014

Constructor Summary

Constructors

Constructor and Description
CalculateAUC()

Method Summary

Modifier and Type	Method and Description
static double	calculate(PosProb[] probs) Method to calculate the Area Under The Curve (AUC)

Methods inherited from class java.lang.Object

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

Constructor Detail

CalculateAUC

public CalculateAUC()

Method Detail

calculate

public static double calculate(PosProb[] probs)

Method to calculate the Area Under The Curve (AUC)

Parameters:

probs: - array of pairs, representing the actual class and the probability of belonging to the positive one

Returns:

the AUC