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Package weka.clusterers |
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Class weka.clusterers.AbstractClusterer extends java.lang.Object implements Serializable |
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serialVersionUID: -6099962589663877632L
Class weka.clusterers.AbstractDensityBasedClusterer extends AbstractClusterer implements Serializable |
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serialVersionUID: -5950728041704213845L
Class weka.clusterers.ClusterEvaluation extends java.lang.Object implements Serializable |
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serialVersionUID: -830188327319128005L
Serialized Fields |
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Clusterer m_Clusterer
java.lang.StringBuffer m_clusteringResults
int m_numClusters
double[] m_clusterAssignments
double m_logL
int[] m_classToCluster
Class weka.clusterers.Cobweb extends RandomizableClusterer implements Serializable |
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serialVersionUID: 928406656495092318L
Serialized Fields |
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double m_acuity
double m_cutoff
Cobweb.CNode m_cobwebTree
int m_numberOfClusters
boolean m_numberOfClustersDetermined
int m_numberSplits
int m_numberMerges
boolean m_saveInstances
Class weka.clusterers.Cobweb.CNode extends java.lang.Object implements Serializable |
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serialVersionUID: 3452097436933325631L
Serialized Fields |
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AttributeStats[] m_attStats
int m_numAttributes
Instances m_clusterInstances
FastVector<E> m_children
double m_totalInstances
int m_clusterNum
Class weka.clusterers.DBSCAN extends AbstractClusterer implements Serializable |
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serialVersionUID: -1666498248451219728L
Serialized Fields |
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double epsilon
int minPoints
ReplaceMissingValues replaceMissingValues_Filter
int numberOfGeneratedClusters
java.lang.String database_distanceType
java.lang.String database_Type
Database database
int clusterID
int processed_InstanceID
double elapsedTime
Class weka.clusterers.EM extends RandomizableDensityBasedClusterer implements Serializable |
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serialVersionUID: 8348181483812829475L
Serialized Fields |
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Estimator[][] m_model
double[][][] m_modelNormal
double m_minStdDev
double[] m_minStdDevPerAtt
double[][] m_weights
double[] m_priors
double m_loglikely
Instances m_theInstances
int m_num_clusters
int m_initialNumClusters
int m_upperBoundNumClustersCV
int m_num_attribs
int m_num_instances
int m_max_iterations
double[] m_minValues
double[] m_maxValues
java.util.Random m_rr
boolean m_verbose
ReplaceMissingValues m_replaceMissing
boolean m_displayModelInOldFormat
int m_executionSlots
boolean m_training
int m_iterationsPerformed
double m_minLogLikelihoodImprovementIterating
double m_minLogLikelihoodImprovementCV
int m_cvFolds
Class weka.clusterers.EMMultiCore extends RandomizableDensityBasedClusterer implements Serializable |
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serialVersionUID: 8348181483812829475L
Serialized Fields |
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Estimator[][] m_model
double[][][] m_modelNormal
double m_minStdDev
double[] m_minStdDevPerAtt
double[][] m_weights
double[] m_priors
double m_loglikely
Instances m_theInstances
int m_num_clusters
int m_initialNumClusters
int m_upperBoundNumClustersCV
int m_num_attribs
int m_num_instances
int m_max_iterations
double[] m_minValues
double[] m_maxValues
java.util.Random m_rr
boolean m_verbose
ReplaceMissingValues m_replaceMissing
boolean m_displayModelInOldFormat
int m_executionSlots
boolean m_training
int m_iterationsPerformed
Class weka.clusterers.FarthestFirst extends RandomizableClusterer implements Serializable |
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serialVersionUID: 7499838100631329509L
Serialized Fields |
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Instances m_instances
ReplaceMissingValues m_ReplaceMissingFilter
int m_NumClusters
Instances m_ClusterCentroids
double[] m_Min
double[] m_Max
Class weka.clusterers.FilteredClusterer extends SingleClustererEnhancer implements Serializable |
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serialVersionUID: 1420005943163412943L
Serialized Fields |
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Filter m_Filter
Instances m_FilteredInstances
Class weka.clusterers.HierarchicalClusterer extends AbstractClusterer implements Serializable |
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serialVersionUID: 1L
Serialized Fields |
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boolean m_bDebug
boolean m_bDistanceIsBranchLength
Instances m_instances
int m_nNumClusters
DistanceFunction m_DistanceFunction
int m_nLinkType
boolean m_bPrintNewick
weka.clusterers.HierarchicalClusterer.Node[] m_clusters
int[] m_nClusterNr
Class weka.clusterers.MakeDensityBasedClusterer extends AbstractDensityBasedClusterer implements Serializable |
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serialVersionUID: -5643302427972186631L
Serialized Fields |
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Instances m_theInstances
double[] m_priors
double[][][] m_modelNormal
DiscreteEstimator[][] m_model
double m_minStdDev
Clusterer m_wrappedClusterer
ReplaceMissingValues m_replaceMissing
Class weka.clusterers.OPTICS extends AbstractClusterer implements Serializable |
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serialVersionUID: 274552680222105221L
Serialized Fields |
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double epsilon
int minPoints
ReplaceMissingValues replaceMissingValues_Filter
int numberOfGeneratedClusters
java.lang.String database_distanceType
java.lang.String database_Type
Database database
double elapsedTime
boolean writeOPTICSresults
FastVector<E> resultVector
boolean showGUI
java.io.File databaseOutput
Class weka.clusterers.RandomizableClusterer extends AbstractClusterer implements Serializable |
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serialVersionUID: -4819590778152242745L
Serialized Fields |
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int m_SeedDefault
int m_Seed
Class weka.clusterers.RandomizableDensityBasedClusterer extends AbstractDensityBasedClusterer implements Serializable |
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serialVersionUID: -5325270357918932849L
Serialized Fields |
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int m_SeedDefault
int m_Seed
Class weka.clusterers.RandomizableSingleClustererEnhancer extends AbstractClusterer implements Serializable |
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serialVersionUID: -644847037106316249L
Serialized Fields |
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int m_SeedDefault
int m_Seed
Class weka.clusterers.SimpleKMeans extends RandomizableClusterer implements Serializable |
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serialVersionUID: -3235809600124455376L
Serialized Fields |
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ReplaceMissingValues m_ReplaceMissingFilter
int m_NumClusters
Instances m_ClusterCentroids
Instances m_ClusterStdDevs
int[][][] m_ClusterNominalCounts
int[][] m_ClusterMissingCounts
double[] m_FullMeansOrMediansOrModes
double[] m_FullStdDevs
int[][] m_FullNominalCounts
int[] m_FullMissingCounts
boolean m_displayStdDevs
boolean m_dontReplaceMissing
int[] m_ClusterSizes
int m_MaxIterations
int m_Iterations
double[] m_squaredErrors
DistanceFunction m_DistanceFunction
boolean m_PreserveOrder
int[] m_Assignments
boolean m_FastDistanceCalc
boolean m_initializeWithKMeansPlusPlus
int m_executionSlots
int m_completed
int m_failed
Class weka.clusterers.SimpleKMeansMultiCore extends RandomizableClusterer implements Serializable |
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serialVersionUID: -3235809600124455376L
Serialized Fields |
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ReplaceMissingValues m_ReplaceMissingFilter
int m_NumClusters
Instances m_ClusterCentroids
Instances m_ClusterStdDevs
int[][][] m_ClusterNominalCounts
int[][] m_ClusterMissingCounts
double[] m_FullMeansOrMediansOrModes
double[] m_FullStdDevs
int[][] m_FullNominalCounts
int[] m_FullMissingCounts
boolean m_displayStdDevs
boolean m_dontReplaceMissing
int[] m_ClusterSizes
int m_MaxIterations
int m_Iterations
double[] m_squaredErrors
DistanceFunction m_DistanceFunction
boolean m_PreserveOrder
int[] m_Assignments
boolean m_FastDistanceCalc
boolean m_initializeWithKMeansPlusPlus
int m_executionSlots
int m_completed
int m_failed
Class weka.clusterers.SingleClustererEnhancer extends AbstractClusterer implements Serializable |
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serialVersionUID: 4893928362926428671L
Serialized Fields |
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Clusterer m_Clusterer
Package weka.clusterers.forOPTICSAndDBScan.Databases |
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Class weka.clusterers.forOPTICSAndDBScan.Databases.SequentialDatabase extends java.lang.Object implements Serializable |
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serialVersionUID: 787245523118665778L
Serialized Fields |
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java.util.TreeMap<K,V> treeMap
Instances instances
double[] attributeMinValues
double[] attributeMaxValues
Package weka.clusterers.forOPTICSAndDBScan.DataObjects |
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Class weka.clusterers.forOPTICSAndDBScan.DataObjects.EuclideanDataObject extends java.lang.Object implements Serializable |
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serialVersionUID: -4408119914898291075L
Serialized Fields |
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Instance instance
java.lang.String key
int clusterID
boolean processed
double c_dist
double r_dist
Database database
Class weka.clusterers.forOPTICSAndDBScan.DataObjects.ManhattanDataObject extends java.lang.Object implements Serializable |
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serialVersionUID: -3417720553766544582L
Serialized Fields |
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Instance instance
java.lang.String key
int clusterID
boolean processed
double c_dist
double r_dist
Database database
Package weka.clusterers.forOPTICSAndDBScan.OPTICS_GUI |
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Class weka.clusterers.forOPTICSAndDBScan.OPTICS_GUI.GraphPanel extends javax.swing.JComponent implements Serializable |
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serialVersionUID: 7917937528738361470L
Serialized Fields |
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FastVector<E> resultVector
int verticalAdjustment
java.awt.Color coreDistanceColor
java.awt.Color reachabilityDistanceColor
int widthSlider
boolean showCoreDistances
boolean showReachabilityDistances
int recentIndex
Class weka.clusterers.forOPTICSAndDBScan.OPTICS_GUI.ResultVectorTableModel extends javax.swing.table.AbstractTableModel implements Serializable |
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serialVersionUID: -7732711470435549210L
Serialized Fields |
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FastVector<E> resultVector
Class weka.clusterers.forOPTICSAndDBScan.OPTICS_GUI.SERObject extends java.lang.Object implements Serializable |
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serialVersionUID: -6022057864970639151L
Serialized Fields |
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FastVector<E> resultVector
int databaseSize
int numberOfAttributes
double epsilon
int minPoints
boolean opticsOutputs
java.lang.String database_Type
java.lang.String database_distanceType
int numberOfGeneratedClusters
java.lang.String elapsedTime
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