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See:
Description
Interface Summary | |
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InputData | The InputData provides the input vectors to be used for the training process of a Self-Organizing Map. |
TemplateVector | The template vector provides the attribute structure of the input vectors used for the training process of a Self-Organizing Map. |
Class Summary | |
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AbstractSOMLibSparseInputData | This abstract implementation provides basic support for operating on a InputData . |
AbstractSOMLibTemplateVector | This abstract implementation provides basic support for operating on a TemplateVector . |
ARFFFormatInputData | Reads input data from a WEKA ARFF File Format. |
DataBaseSOMLibSparseInputData | Implements InputData by reading the vector information from a database. |
DataBaseSOMLibTemplateVector | Implements a TemplateVector by reading the vector information from a database. |
ESOMClassInformation | Reads a class information file in the ESOM Format (see http://databionic-esom.sourceforge.net/user.html#File_formats) |
ESOMInputData | Reads a input data file in the ESOM format. |
InputDataFactory | A factory class that knows how to build a InputData object from a given file name |
InputDataFileFormatConverter | This class converts between various file formats for InputData . |
InputDataWriter | This class gathers methods to write certain InputData , TemplateVector and
SOMLibClassInformation in a certain number of file formats, such as SOMLib, WEKA ARFF, SOMPak and ESOM. |
InputDatum | Class representing a specific input datum. |
MarsyasARFFInputData | A reader for the Marsyas 0.2 ARFF format, which has the label name as a comment in front of the vector file name. |
RandomAccessFileSOMLibInputData | Reads SOMLib input from a random access file. |
SharedSOMVisualisationData | |
SimpleMatrixInputData | Reads data from a simple matrix file. |
SOMLibClassInformation | This class provides information about class labels for the InputData input vectors. |
SOMLibDataInformation | This class provides more detailed information about the InputData input vectors. |
SOMLibRegressInformation | This class provides information about the real output value for the InputData input vectors. |
SOMLibSparseInputData | Implements InputData based on a SOMLib Input Vector File. |
SOMLibSparseInputDataNames | Reads just the data names from the Input file, the rest is discarded. |
SOMLibTemplateVector | Implements a TemplateVector based on a SOMLib Template Vector File. |
SOMLibVectorNormalization | Handles the normalization of vector files in SOMLib format. |
SOMLibZeroVectorRemover | Handles the removal of zero vectors in vector files in SOMLib format. |
SOMPAKInputData | This class reads input vector data from files in the SOMPak format, as provided by the MATLAB SOMToolbox. |
SOMVisualisationData | |
TemplateVectorElement | This class represents one element or attribute of the TemplateVector . |
Exception Summary | |
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ClassInfoHeaderNotFoundException | Is thrown if an error occurs when reading properties from file. |
DataDimensionException | Is thrown if data dimensions are erroneous. |
Classes in this package implement reading, storing and providing of different data needed for the SOM, e.g. input vectors, template vector, class information files, ....
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