public class Dbscan
extends java.lang.Object
Constructor and Description |
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Dbscan() |
Modifier and Type | Method and Description |
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void |
assignNoiseToCluster() |
void |
buildIt(weka.core.Instances data) |
void |
calcCentroids() |
double |
getActualThresholdValue() |
java.util.SortedSet<java.lang.String> |
getAttributeNames() |
java.util.Map<java.lang.Integer,java.lang.Integer> |
getClusterAssignments() |
java.util.SortedSet<java.lang.Integer> |
getClusters() |
java.util.Map<java.lang.Integer,java.util.Map<java.lang.String,java.lang.Double>> |
getClusterToAttributeValueMap() |
weka.core.Instances |
getData() |
double |
getEpsilon() |
double[][] |
getMatrix() |
double |
getMaxValue() |
int |
getMinPoints() |
double |
getMinValue() |
void |
getNoisePoints() |
int |
getNumberOfClusters() |
void |
runFiltered(weka.core.Instances data) |
void |
setActualThresholdValue(double value) |
void |
setData(weka.core.Instances data) |
void |
setEpsilon(double epsilon) |
void |
setMinPoints(int minPoints) |
void |
setNumberOfClusters(int numberOfClusters) |
public void buildIt(weka.core.Instances data) throws java.lang.Exception
java.lang.Exception
public void runFiltered(weka.core.Instances data) throws java.lang.Exception
java.lang.Exception
public void calcCentroids()
public void getNoisePoints()
public void assignNoiseToCluster()
public java.util.SortedSet<java.lang.Integer> getClusters()
public void setData(weka.core.Instances data)
public weka.core.Instances getData()
public java.util.SortedSet<java.lang.String> getAttributeNames()
public double[][] getMatrix()
public void setNumberOfClusters(int numberOfClusters)
public int getNumberOfClusters()
public void setActualThresholdValue(double value)
public double getActualThresholdValue()
public double getMinValue()
public double getMaxValue()
public java.util.Map<java.lang.Integer,java.util.Map<java.lang.String,java.lang.Double>> getClusterToAttributeValueMap()
public void setEpsilon(double epsilon)
public double getEpsilon()
public void setMinPoints(int minPoints)
public int getMinPoints()
public java.util.Map<java.lang.Integer,java.lang.Integer> getClusterAssignments()