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Packages that use InputDatum | |
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at.tuwien.ifs.somtoolbox.apps.helper | |
at.tuwien.ifs.somtoolbox.data | Classes in this package implement reading, storing and providing of different data needed for the SOM, e.g. |
at.tuwien.ifs.somtoolbox.layers | Provides the basic classes constituting SOM-based neural networks. |
at.tuwien.ifs.somtoolbox.layers.metrics | This package contains the metrics used for distance calculation during training and for mapping data onto maps. |
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.output | Provides classes to write trained SOMs to files for future re-use. |
at.tuwien.ifs.somtoolbox.reportgenerator | |
at.tuwien.ifs.somtoolbox.reportgenerator.gui | |
at.tuwien.ifs.somtoolbox.reportgenerator.output | |
at.tuwien.ifs.somtoolbox.reportgenerator.QEContainers | |
at.tuwien.ifs.somtoolbox.summarisation.methods | |
at.tuwien.ifs.somtoolbox.util | Provides various helper classes. |
at.tuwien.ifs.somtoolbox.util.comparables |
Uses of InputDatum in at.tuwien.ifs.somtoolbox.apps.helper |
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Methods in at.tuwien.ifs.somtoolbox.apps.helper that return InputDatum | |
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private static InputDatum |
DataGenerator.generatePoint(String name,
double[] mean,
double[] sigma)
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static InputDatum[] |
DataGenerator.generatePoints(String name,
int num,
double[] mean,
double[] sigma)
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Methods in at.tuwien.ifs.somtoolbox.apps.helper with parameters of type InputDatum | |
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private static void |
DatasetRandomiser.writeInputDatumToFile(PrintWriter writer,
InputDatum inputDatum,
int[] columnOrder)
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Uses of InputDatum in at.tuwien.ifs.somtoolbox.data |
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Methods in at.tuwien.ifs.somtoolbox.data that return InputDatum | |
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InputDatum[] |
AbstractSOMLibSparseInputData.getByNameDistanceSorted(double[] vector,
Collection<String> inputNames,
DistanceMetric metric)
Retrieves the InputDatum corresponding to the given input names, and sorted by their distance to the
given vector. |
InputDatum |
RandomAccessFileSOMLibInputData.getInputDatum(int d)
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InputDatum |
InputData.getInputDatum(int d)
Get an input datum with a specified index. |
InputDatum |
DataBaseSOMLibSparseInputData.getInputDatum(int index)
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InputDatum |
SimpleMatrixInputData.getInputDatum(int d)
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InputDatum |
SOMLibSparseInputData.getInputDatum(int index)
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InputDatum |
AbstractSOMLibSparseInputData.getInputDatum(String label)
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InputDatum |
InputData.getInputDatum(String label)
Get an input datum with a specified label. |
InputDatum[] |
AbstractSOMLibSparseInputData.getInputDatum(String[] labels)
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InputDatum[] |
InputData.getInputDatum(String[] labels)
Returns an array of input data with the specified labels. |
InputDatum[] |
AbstractSOMLibSparseInputData.getNearestN(double[] vector,
DistanceMetric metric,
int number)
Retrieves the given number of InputDatum that are closest to the given vector. |
InputDatum[] |
AbstractSOMLibSparseInputData.getNearestN(int inputIndex,
DistanceMetric metric,
int number)
Returns the n nearest input vectors for the index of the given vector of the dataset. |
InputDatum[] |
AbstractSOMLibSparseInputData.getNearestNUnsorted(int inputIndex,
DistanceMetric metric,
int number)
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private InputDatum[] |
AbstractSOMLibSparseInputData.getNNearest(ArrayList<InputDistance> distances)
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private InputDatum[] |
AbstractSOMLibSparseInputData.getNNearest(int number,
ArrayList<InputDistance> distances)
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InputDatum |
AbstractSOMLibSparseInputData.getRandomInputDatum(int iteration,
int numIterations)
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InputDatum |
InputData.getRandomInputDatum(int iteration,
int numIterations)
Gets a random input sample from the input data set. |
Methods in at.tuwien.ifs.somtoolbox.data with parameters of type InputDatum | |
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static AbstractSOMLibSparseInputData |
AbstractSOMLibSparseInputData.create(InputDatum[] inputData,
SOMLibClassInformation classInfo)
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static void |
InputDataWriter.writeInputDatumToFile(PrintWriter writer,
InputDatum inputDatum)
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Constructors in at.tuwien.ifs.somtoolbox.data with parameters of type InputDatum | |
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SOMLibSparseInputData(InputDatum[] inputData,
SOMLibClassInformation classInfo)
Constructor intended for generated synthetic data. |
Uses of InputDatum in at.tuwien.ifs.somtoolbox.layers |
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Fields in at.tuwien.ifs.somtoolbox.layers with type parameters of type InputDatum | |
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private ArrayList<InputDatum> |
Unit.batchSomNeighbourhood
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Methods in at.tuwien.ifs.somtoolbox.layers with parameters of type InputDatum | |
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void |
Unit.addBatchSomNeighbour(InputDatum d)
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void |
Unit.addMappedInput(InputDatum datum,
boolean calcQE)
Adds a single input datum to the unit. |
private GrowingCellUnit |
GrowingCellLayer.getWinner(InputDatum input)
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Unit |
MnemonicGrowingLayer.getWinner(InputDatum input)
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Unit |
GrowingLayer.getWinner(InputDatum input)
Returns the winner unit for a given input datum specified by argument input . |
Unit |
GrowingLayer.getWinner(InputDatum input,
AbstractWeightedMetric metric)
Returns the winner for a given unit, using a weighted distance metric. |
Unit |
GrowingLayer.getWinner(InputDatum input,
DistanceMetric metric)
Returns the winner unit for a given input datum specified by argument input . |
Unit[] |
GrowingLayer.getWinners(InputDatum input,
int num)
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Unit[] |
GrowingLayer.getWinners(InputDatum input,
int num,
DistanceMetric metric)
Returns a number of best-matching units sorted by distance (ascending) for a given input datum. |
UnitDistance[] |
GrowingCellLayer.getWinnersAndDistances(InputDatum input,
int numWinners)
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UnitDistance[] |
MnemonicGrowingLayer.getWinnersAndDistances(InputDatum input,
int num)
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UnitDistance[] |
GrowingLayer.getWinnersAndDistances(InputDatum input,
int num)
Returns a number of best-matching units and distances sorted by distance (ascending) for a given input datum. |
void |
Unit.initWeightVectorBySample(InputDatum datum)
Sets this unit's weight vector to the vector of the input datum specified by argument datum . |
Unit |
GrowingLayer.mapDatum(InputDatum datum)
Maps a single input datum onto the layer and returns the winning unit. |
private void |
GrowingLayer.updateUnits(Unit winner,
InputDatum input,
double learnrate,
double sigma)
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private void |
GrowingLayer.updateUnitsNoBorder(Unit winner,
InputDatum input,
double learnrate,
double sigma)
Updates the weight vectors of the all map units with respect to the input datum and the according winner unit. |
protected void |
MnemonicGrowingLayer.updateUnitsNormal(Unit winner,
InputDatum input,
double learnrate,
double sigma)
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protected void |
GrowingLayer.updateUnitsNormal(Unit winner,
InputDatum input,
double learnrate,
double sigma)
Updates the weight vectors of the all map units with respect to the input datum and the according winner unit. |
void |
AdaptiveCoordinatesVirtualLayer.updateUnitsVirtualSpacePos(Unit[][][] units,
DistanceMetric metric,
Unit winner,
InputDatum input,
int curIteration)
Updates the virtual space position of all map units with respect to the input datum and the according winner unit. |
private void |
GrowingCellLayer.updateWinnerAndNeighbors(GrowingCellUnit winner,
InputDatum currentInput)
Updates the weight-vectors of winning unit and its neighbors |
Uses of InputDatum in at.tuwien.ifs.somtoolbox.layers.metrics |
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Methods in at.tuwien.ifs.somtoolbox.layers.metrics with parameters of type InputDatum | |
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double |
DistanceMetric.distance(double[] vector,
InputDatum datum)
Calculates the distance between two vectors provided by argument vector and datum . |
double |
AbstractMetric.distance(double[] vector,
InputDatum data)
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double |
DistanceMetric.distance(cern.colt.matrix.DoubleMatrix1D vector,
InputDatum datum)
Calculates the distance between two vectors provided by argument vector and datum . |
double |
AbstractMetric.distance(cern.colt.matrix.DoubleMatrix1D vector,
InputDatum datum)
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double |
DistanceMetric.distance(InputDatum datum,
double[] vector)
Calculates the distance between two vectors provided by argument datum and vector . |
double |
AbstractMetric.distance(InputDatum data,
double[] vector)
|
double |
DistanceMetric.distance(InputDatum datum,
cern.colt.matrix.DoubleMatrix1D vector)
Calculates the distance between two vectors provided by argument datum and vector . |
double |
AbstractMetric.distance(InputDatum datum,
cern.colt.matrix.DoubleMatrix1D vector)
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double |
DistanceMetric.distance(InputDatum datum,
InputDatum datum2)
Calculates the distance between two vectors provided by argument datum and datum2 . |
double |
AbstractMetric.distance(InputDatum datum,
InputDatum datum2)
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double |
MnemonicSOMMetric.distance(InputDatum datum1,
InputDatum datum2)
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double |
AbstractWeightedMetric.distance(InputDatum inputDatum,
Unit unit)
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Uses of InputDatum in at.tuwien.ifs.somtoolbox.layers.quality |
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Methods in at.tuwien.ifs.somtoolbox.layers.quality with parameters of type InputDatum | |
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private double |
SOMDistortion.squaredDistance(InputDatum datum,
double[] vector2)
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Uses of InputDatum in at.tuwien.ifs.somtoolbox.output |
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Fields in at.tuwien.ifs.somtoolbox.output declared as InputDatum | |
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(package private) InputDatum |
SOMLibMapOutputter.DataWinnerMappingThread.datum
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Methods in at.tuwien.ifs.somtoolbox.output with parameters of type InputDatum | |
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(package private) void |
SOMLibMapOutputter.DataWinnerMappingThread.setData(CountDownLatch latch,
InputDatum datum)
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Uses of InputDatum in at.tuwien.ifs.somtoolbox.reportgenerator |
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Methods in at.tuwien.ifs.somtoolbox.reportgenerator that return InputDatum | |
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InputDatum |
DatasetInformation.getInputDatum(int d)
returns the InputDatum at the specified index |
InputDatum |
DatasetInformation.getInputDatum(String name)
returns the InputDatum labelled with the specified name |
Methods in at.tuwien.ifs.somtoolbox.reportgenerator with parameters of type InputDatum | |
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Unit |
TestRunResult.getUnitMappedTo(InputDatum input)
returns the unit the specified input item is mapped to |
Uses of InputDatum in at.tuwien.ifs.somtoolbox.reportgenerator.gui |
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Methods in at.tuwien.ifs.somtoolbox.reportgenerator.gui with parameters of type InputDatum | |
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private String |
InputVectorSelectorPane.getInputLabelDetails(InputDatum inputVector)
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Constructors in at.tuwien.ifs.somtoolbox.reportgenerator.gui with parameters of type InputDatum | |
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InputVectorSelectorPane(int id,
String name,
InputDatum inputVector)
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Uses of InputDatum in at.tuwien.ifs.somtoolbox.reportgenerator.output |
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Method parameters in at.tuwien.ifs.somtoolbox.reportgenerator.output with type arguments of type InputDatum | |
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protected void |
SOMDescriptionHTML.printDistributionDetailTable(Hashtable<String,Vector<InputDatum>> lookup,
boolean classInformationAvailable)
creates and outputs one out of two possible tables the first possible table: the first table contains for each unit only the number of input vectors mapped to it, and a pie chart image of the class distribution within this unit. |
protected void |
SOMDescriptionLATEX.printDistributionDetailTable(Hashtable<String,Vector<InputDatum>> lookup,
boolean classInformationAvailable)
creates and outputs one out of two possible tables the first possible table: \\\\ the first table contains for each unit only the number of input vectors mapped to it, and a pie chart image of the class distribution within this unit. |
Uses of InputDatum in at.tuwien.ifs.somtoolbox.reportgenerator.QEContainers |
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Fields in at.tuwien.ifs.somtoolbox.reportgenerator.QEContainers with type parameters of type InputDatum | |
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private Vector<InputDatum> |
InputQEContainer.inputs
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Methods in at.tuwien.ifs.somtoolbox.reportgenerator.QEContainers that return InputDatum | |
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InputDatum |
InputQEContainer.getInput(int i)
return the input datum at the specified index |
Methods in at.tuwien.ifs.somtoolbox.reportgenerator.QEContainers with parameters of type InputDatum | |
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void |
InputQEContainer.addInput(InputDatum input)
add a new input datum to the container |
Method parameters in at.tuwien.ifs.somtoolbox.reportgenerator.QEContainers with type arguments of type InputDatum | |
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void |
InputQEContainer.setInputs(Vector<InputDatum> inputs)
set the complete list of input data stored in this container (existing items are overridden) |
Uses of InputDatum in at.tuwien.ifs.somtoolbox.summarisation.methods |
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Fields in at.tuwien.ifs.somtoolbox.summarisation.methods declared as InputDatum | |
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private InputDatum |
TFxIDF.inputd
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Uses of InputDatum in at.tuwien.ifs.somtoolbox.util |
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Methods in at.tuwien.ifs.somtoolbox.util that return InputDatum | |
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static InputDatum |
VectorTools.normaliseByLength(InputDatum datum)
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static InputDatum |
VectorTools.normaliseByLength(InputDatum datum,
double length)
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Methods in at.tuwien.ifs.somtoolbox.util with parameters of type InputDatum | |
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static InputDatum |
VectorTools.normaliseByLength(InputDatum datum)
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static InputDatum |
VectorTools.normaliseByLength(InputDatum datum,
double length)
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Uses of InputDatum in at.tuwien.ifs.somtoolbox.util.comparables |
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Fields in at.tuwien.ifs.somtoolbox.util.comparables declared as InputDatum | |
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private InputDatum |
InputDistance.input
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Methods in at.tuwien.ifs.somtoolbox.util.comparables that return InputDatum | |
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InputDatum |
InputDistance.getInput()
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Constructors in at.tuwien.ifs.somtoolbox.util.comparables with parameters of type InputDatum | |
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InputDistance(double distance,
InputDatum input)
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