com.github.pmerienne.trident.ml.classification

Class MultiClassPAClassifier

java.lang.Object

com.github.pmerienne.trident.ml.classification.MultiClassPAClassifier

All Implemented Interfaces:

Classifier<Integer>, Serializable

public class MultiClassPAClassifier
extends Object
implements Classifier<Integer>

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	MultiClassPAClassifier.Type

Constructor Summary

Constructors

Constructor and Description
MultiClassPAClassifier()
MultiClassPAClassifier(Integer nbClasses)
MultiClassPAClassifier(Integer nbClasses, MultiClassPAClassifier.Type type)
MultiClassPAClassifier(Integer nbClasses, MultiClassPAClassifier.Type type, Double aggressiveness)

Method Summary

Methods

Modifier and Type	Method and Description
Integer	classify(double[] features)
Double	getAggressiveness()
Integer	getNbClasses()
MultiClassPAClassifier.Type	getType()
double[][]	getWeightVectors()
void	reset()
void	setAggressiveness(Double aggressiveness)
void	setNbClasses(Integer nbClasses)
void	setType(MultiClassPAClassifier.Type type)
void	setWeightVectors(double[][] weightVectors)
String	toString()
void	update(Integer expectedLabel, double[] features)

Methods inherited from class java.lang.Object

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

Constructor Detail

MultiClassPAClassifier

public MultiClassPAClassifier()

MultiClassPAClassifier

public MultiClassPAClassifier(Integer nbClasses)

MultiClassPAClassifier

public MultiClassPAClassifier(Integer nbClasses,
                      MultiClassPAClassifier.Type type)

MultiClassPAClassifier

public MultiClassPAClassifier(Integer nbClasses,
                      MultiClassPAClassifier.Type type,
                      Double aggressiveness)

Method Detail

classify

public Integer classify(double[] features)

Specified by:

classify in interface Classifier<Integer>

update

public void update(Integer expectedLabel,
          double[] features)

Specified by:

update in interface Classifier<Integer>

reset

public void reset()

Specified by:

reset in interface Classifier<Integer>

getWeightVectors

public double[][] getWeightVectors()

setWeightVectors

public void setWeightVectors(double[][] weightVectors)

getType

public MultiClassPAClassifier.Type getType()

setType

public void setType(MultiClassPAClassifier.Type type)

getAggressiveness

public Double getAggressiveness()

setAggressiveness

public void setAggressiveness(Double aggressiveness)

getNbClasses

public Integer getNbClasses()

setNbClasses

public void setNbClasses(Integer nbClasses)

toString

public String toString()

Overrides:

toString in class Object