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Packages that use at.tuwien.ifs.somtoolbox.layers.quality | |
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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. |
at.tuwien.ifs.somtoolbox.reportgenerator | |
at.tuwien.ifs.somtoolbox.visualization | Provides classes creating visualisations of trained SOMs. |
Classes in at.tuwien.ifs.somtoolbox.layers.quality used by at.tuwien.ifs.somtoolbox.apps.initEval | |
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QualityMeasure
All quality measure algorithm implementations should implement this interface. |
Classes in at.tuwien.ifs.somtoolbox.layers.quality used by at.tuwien.ifs.somtoolbox.apps.trainer | |
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QualityMeasure
All quality measure algorithm implementations should implement this interface. |
Classes in at.tuwien.ifs.somtoolbox.layers.quality used by at.tuwien.ifs.somtoolbox.layers | |
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QualityMeasure
All quality measure algorithm implementations should implement this interface. |
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QualityMeasureNotFoundException
Is thrown if a quality measure can not be found. |
Classes in at.tuwien.ifs.somtoolbox.layers.quality used by at.tuwien.ifs.somtoolbox.layers.quality | |
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AbstractQualityMeasure
Provides basic functionality for quality measure algorithms. |
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IntrinsicDistance.QuadUnitDistance
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IntrinsicDistance.UnitInfo
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QualityMeasure
All quality measure algorithm implementations should implement this interface. |
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QualityMeasureNotFoundException
Is thrown if a quality measure can not be found. |
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TopographicProduct.DistanceTag
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Trustworthiness_NeighborhoodPreservation.DistanceTag
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Classes in at.tuwien.ifs.somtoolbox.layers.quality used by at.tuwien.ifs.somtoolbox.models | |
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QualityMeasure
All quality measure algorithm implementations should implement this interface. |
Classes in at.tuwien.ifs.somtoolbox.layers.quality used by at.tuwien.ifs.somtoolbox.reportgenerator | |
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QualityMeasureNotFoundException
Is thrown if a quality measure can not be found. |
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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). |
Classes in at.tuwien.ifs.somtoolbox.layers.quality used by at.tuwien.ifs.somtoolbox.visualization | |
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IntrinsicDistance
Implementation of Intrinsic Distance Quality |
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PseudoSilhouetteValue
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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). |
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SilhouetteValue
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SOMSilhouetteValue
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TopographicError
Implementation of Topographic Error Quality Measure. TODO: can maybe be optimised using data winner mapping file ( SOMLibDataWinnerMapping ). |
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TopographicProduct
Implementation of Topographic Product Quality Measure. More Infos: H.U. |
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Trustworthiness_NeighborhoodPreservation
Implematation of Trustworthiness and Neighborhood preservation Quality Measures |
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