Uses of Interface
at.tuwien.ifs.somtoolbox.layers.quality.QualityMeasure

Packages that use QualityMeasure
at.tuwien.ifs.somtoolbox.apps.initEval   
at.tuwien.ifs.somtoolbox.apps.trainer   
at.tuwien.ifs.somtoolbox.layers Provides the basic classes constituting SOM-based neural networks. 
at.tuwien.ifs.somtoolbox.layers.quality Classes in this package implement various quality measures, indicating the quality of the SOM mapping. 
at.tuwien.ifs.somtoolbox.models Provides the actual implementations of network models. 
 

Uses of QualityMeasure in at.tuwien.ifs.somtoolbox.apps.initEval
 

Fields in at.tuwien.ifs.somtoolbox.apps.initEval declared as QualityMeasure
private static QualityMeasure Measure.qualitymeasure
           
 

Methods in at.tuwien.ifs.somtoolbox.apps.initEval that return QualityMeasure
protected static QualityMeasure Measure.getQualityMeasure()
           
 

Methods in at.tuwien.ifs.somtoolbox.apps.initEval with parameters of type QualityMeasure
static void Measure.setQualityMeasure(QualityMeasure qm)
           
 

Uses of QualityMeasure in at.tuwien.ifs.somtoolbox.apps.trainer
 

Fields in at.tuwien.ifs.somtoolbox.apps.trainer with type parameters of type QualityMeasure
private  ClassComboBoxModel<QualityMeasure> SOMTrainer.cmbQualityMeasureModel
           
 

Methods in at.tuwien.ifs.somtoolbox.apps.trainer that return types with arguments of type QualityMeasure
private  ClassComboBoxModel<QualityMeasure> SOMTrainer.getCmbQualityMeasureModel()
           
 

Uses of QualityMeasure in at.tuwien.ifs.somtoolbox.layers
 

Fields in at.tuwien.ifs.somtoolbox.layers declared as QualityMeasure
private  QualityMeasure GrowingCellLayer.qualityMeasure
          QualityMesure used for GrowingCellStructures
private  QualityMeasure GrowingLayer.qualityMeasure
           
 

Methods in at.tuwien.ifs.somtoolbox.layers that return QualityMeasure
 QualityMeasure Layer.getQualityMeasure()
          Returns the quality information.
 QualityMeasure GrowingCellLayer.getQualityMeasure()
           
 QualityMeasure GrowingLayer.getQualityMeasure()
           
 QualityMeasure GrowingLayer.train(InputData data, double initialLearnrate, double initialSigma, int numIterations, double tau, double targetQualityValue, String qualityMeasureName, SOMProperties trainingProps)
          Trains the layer with the input data.
 QualityMeasure GrowingLayer.train(InputData data, double iniLearnrate, double iniSigma, int numIterations, double tau, String qualityMeasureName, SOMProperties trainingProps)
          Trains the layer with the input data.
 QualityMeasure GrowingLayer.train(InputData data, double initialLearnrate, double initialSigma, int numIterations, int startIteration, double tau, double targetQualityValue, String qualityMeasureName, SOMProperties trainingProps)
          Trains the layer with the input data.
 QualityMeasure GrowingLayer.train(InputData data, double iniLearnrate, double iniSigma, int numIterations, int startIteration, double tau, String qualityMeasureName, SOMProperties trainingProps)
          Trains the layer with the input data.
 QualityMeasure GrowingCellLayer.train(InputData data, float epsilonB, float epsilonN, float alpha, int lamda, float eta, SOMProperties props)
          Trains the CellLayer with the given Parameters and returns the QualityMeasure
 

Methods in at.tuwien.ifs.somtoolbox.layers with parameters of type QualityMeasure
private  Unit GrowingLayer.getErrorUnit(QualityMeasure qm, String methodName)
          Returns the unit having the highest quantization error.
private  void GrowingLayer.printInfo(double targetQualityValue, String[] qmNameMethod, QualityMeasure qm)
           
 

Uses of QualityMeasure in at.tuwien.ifs.somtoolbox.layers.quality
 

Classes in at.tuwien.ifs.somtoolbox.layers.quality that implement QualityMeasure
 class AbstractQualityMeasure
          Provides basic functionality for quality measure algorithms.
 class EntropyMeasure
          Implementation of SOM Entropy Measure.
 class IntrinsicDistance
          Implementation of Intrinsic Distance Quality
 class InversionMeasure
          Implementation of SOM Inversion Measure for multidimenional Inputdata.
 class MetricMultiScaling
          Implementation of the SOM Metric Multidimensional Scaling Measure.
 class PseudoSilhouetteValue
           
 class QuantizationError
          Calculates the Quantisation Error, defined as the average distance between and input data vector and the weight-vector of its best-matching-unit.
Calculates the following values: Unit Quantisation error (qe).
 class SammonMeasure
          Sammon Measure for Self Organizing Maps (Sammon 1969)
 class SilhouetteValue
           
 class SOMDistortion
          Implementation of SOM Distortion Measure Quality.
 class SOMSilhouetteValue
           
 class SpearmanCoefficient
          Implementation of SOM Spearman Coeffizient.
 class TopographicError
          Implementation of Topographic Error Quality Measure.
TODO: can maybe be optimised using data winner mapping file (SOMLibDataWinnerMapping).
 class TopographicProduct
          Implementation of Topographic Product Quality Measure.
More Infos: H.U.
 class Trustworthiness_NeighborhoodPreservation
          Implematation of Trustworthiness and Neighborhood preservation Quality Measures
 

Methods in at.tuwien.ifs.somtoolbox.layers.quality that return QualityMeasure
static QualityMeasure AbstractQualityMeasure.instantiate(String qmName, Layer layer, InputData data)
          Instantiates a certain quality measure class specified by argument mqName.
 

Uses of QualityMeasure in at.tuwien.ifs.somtoolbox.models
 

Methods in at.tuwien.ifs.somtoolbox.models that return QualityMeasure
 QualityMeasure GrowingSOM.train(InputData data, GHSOMProperties props, double targetQualityValue, String qualityMeasureName)
          Trains the map with the input data and training parameters specified in the properties provided by argument props.
 

Methods in at.tuwien.ifs.somtoolbox.models with parameters of type QualityMeasure
private  GHSOM.ExpandedUnits GHSOM.getExpandedUnits(GrowingLayer layer, QualityMeasure qm, String qmName, double fraction, double totalQuality)