Package moa.evaluation

Class CMM_GTAnalysis.CMMPoint

java.lang.Object

com.yahoo.labs.samoa.instances.InstanceImpl

com.yahoo.labs.samoa.instances.DenseInstance

moa.gui.visualization.DataPoint

moa.evaluation.CMM_GTAnalysis.CMMPoint

All Implemented Interfaces:

Instance, MultiLabelInstance, java.io.Serializable

Enclosing class:

CMM_GTAnalysis

protected class CMM_GTAnalysis.CMMPoint
extends DataPoint

Wrapper class for data points to store CMM relevant attributes

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
protected double	connectivity	the connectivity of the point to its cluster
protected double	knnInCluster	knn distnace within own cluster
protected java.util.ArrayList<java.lang.Integer>	knnIndices	knn indices (for debugging only)
protected DataPoint	p	Reference to original point
protected int	pID	point ID
protected int	trueClass	true class label

Fields inherited from class moa.gui.visualization.DataPoint

noiseLabel, timestamp

Fields inherited from class com.yahoo.labs.samoa.instances.InstanceImpl

instanceData, instanceHeader, weight

Constructor Summary

Constructors

Constructor	Description
CMMPoint(DataPoint point, int id)

Method Summary

Modifier and Type	Method	Description
protected int	workclass()	Retruns the current working label of the cluster the point belongs to.

Methods inherited from class moa.gui.visualization.DataPoint

getDistance, getInfo, getMeasureValue, getNoiseLabel, getTimestamp, isNoise, setMeasureValue, setMeasureValue, updateWeight

Methods inherited from class com.yahoo.labs.samoa.instances.InstanceImpl

addSparseValues, attribute, classAttribute, classIndex, classIsMissing, classValue, classValue, copy, dataset, deleteAttributeAt, index, indexOfAttribute, inputAttribute, insertAttributeAt, isMissing, isMissing, isMissingSparse, numAttributes, numberOutputTargets, numClasses, numInputAttributes, numOutputAttributes, numValues, outputAttribute, setClassValue, setClassValue, setDataset, setMissing, setMissing, setValue, setValue, setWeight, stringValue, toDoubleArray, toString, value, value, valueInputAttribute, valueOutputAttribute, valueSparse, weight

Methods inherited from class java.lang.Object

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

Field Detail

p

protected DataPoint p

Reference to original point

pID

protected int pID

point ID

trueClass

protected int trueClass

true class label

connectivity

protected double connectivity

the connectivity of the point to its cluster

knnInCluster

protected double knnInCluster

knn distnace within own cluster

knnIndices

protected java.util.ArrayList<java.lang.Integer> knnIndices

knn indices (for debugging only)

Constructor Detail

CMMPoint

public CMMPoint(DataPoint point,
                int id)

Method Detail

workclass

protected int workclass()

Retruns the current working label of the cluster the point belongs to. The label can change due to merging of clusters.

Returns:

the current working class label