com.sjm.machlearn.classifiers.lvq
Class OLVQ1

java.lang.Object
  |
  +--com.sjm.machlearn.util.MainClass
        |
        +--com.sjm.machlearn.classifiers.Classifier
              |
              +--com.sjm.machlearn.classifiers.lvq.LVQ
                    |
                    +--com.sjm.machlearn.classifiers.lvq.OLVQ1

public class OLVQ1

extends LVQ

Field Summary

protected double[]

oalpha

Fields inherited from class com.sjm.machlearn.classifiers.lvq.LVQ

alpha, code_class_id, code_vectors, converter, max_epochs, nvectors, nweights

Fields inherited from class com.sjm.machlearn.classifiers.Classifier

Fold10Validation, JackKnifeValidation, Random10Validation

Fields inherited from class com.sjm.machlearn.util.MainClass

debug, debug_level, debug_listeners

Constructor Summary

OLVQ1()

Method Summary

Classifier	cloneClassifier()
void	initializeLVQ()
java.lang.String	printClassifier()
void	runEpoch(double[][] data, int[] outputs)
void	setParameter(int i, java.lang.Object par)
void	trainExample(double[] example, int output)

Methods inherited from class com.sjm.machlearn.classifiers.lvq.LVQ

classify, getDiff, getDiff, getDist, getDist, getNearest, getNearest, initializeVectors, runEpoch, setAlpha, setMaxEpochs, setNumVectors, train

Methods inherited from class com.sjm.machlearn.classifiers.Classifier

doTune, generateROCCurve, getAccuracy, getBothCat, getExampleWeight, getMisCat

Methods inherited from class com.sjm.machlearn.util.MainClass

_internalError, _internalError, addDebugListener, debugMesg, debugMesg, debugMesg, debugMesg, debugMesg, debugMesg, debugOff, debugOn, internalError, internalError, setDebug, setDebugLevel

Methods inherited from class java.lang.Object

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

Field Detail

oalpha

protected double[] oalpha

Constructor Detail

OLVQ1

public OLVQ1()

Method Detail

initializeLVQ

public void initializeLVQ()

Overrides:

initializeLVQ in class LVQ

runEpoch

public void runEpoch(double[][] data,
                     int[] outputs)

Overrides:

runEpoch in class LVQ

trainExample

public void trainExample(double[] example,
                         int output)

printClassifier

public java.lang.String printClassifier()

Overrides:

printClassifier in class Classifier

cloneClassifier

public Classifier cloneClassifier()

Overrides:

cloneClassifier in class Classifier

setParameter

public void setParameter(int i,
                         java.lang.Object par)

Overrides:

setParameter in class LVQ