weka.classifiers.immune.airs.algorithm
Class AIRS1Trainer

java.lang.Object
  weka.classifiers.immune.airs.algorithm.AIRS1Trainer

All Implemented Interfaces:

AISTrainer

public class AIRS1Trainer
extends java.lang.Object
implements AISTrainer

Type: AIRS1Trainer File: AIRS1Trainer.java Date: 30/12/2004 Description:

Author:

Jason Brownlee

Constructor Summary

AIRS1Trainer(double aAffinityThresholdScalar, double aClonalRate, double aHyperMutationRate, double aMutationRate, double aTotalResources, double aStimulationValue, int aNumInstancesAffinityThreshold, java.util.Random aRand, int aArbCellPoolInitialSize, int aMemoryCellPoolInitialSize, int aKNN)

Method Summary

void	algorithmPreperation(weka.core.Instances aInstances)
java.lang.String	getTrainingSummary()
void	setAffinityThreshold(double a)
AISModelClassifier	train(weka.core.Instances instances)

Methods inherited from class java.lang.Object

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

Constructor Detail

AIRS1Trainer

public AIRS1Trainer(double aAffinityThresholdScalar,
                    double aClonalRate,
                    double aHyperMutationRate,
                    double aMutationRate,
                    double aTotalResources,
                    double aStimulationValue,
                    int aNumInstancesAffinityThreshold,
                    java.util.Random aRand,
                    int aArbCellPoolInitialSize,
                    int aMemoryCellPoolInitialSize,
                    int aKNN)

Method Detail

algorithmPreperation

public void algorithmPreperation(weka.core.Instances aInstances)

getTrainingSummary

public java.lang.String getTrainingSummary()

Specified by:

getTrainingSummary in interface AISTrainer

train

public AISModelClassifier train(weka.core.Instances instances)
                         throws java.lang.Exception

Specified by:

train in interface AISTrainer

Throws:

java.lang.Exception

setAffinityThreshold

public void setAffinityThreshold(double a)