Package | Description |
---|---|
org.deidentifier.arx |
This package provides the public API for the ARX anonymization framework.
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org.deidentifier.arx.aggregates |
This package provides methods for aggregating data:
(1) builders for generalization hierarchies,
(2) various methods for analyzing data quality and utility
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org.deidentifier.arx.aggregates.classification |
This package implementations for analyzing the effect of
anonymization on classification tasks
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org.deidentifier.arx.gui.model |
Modifier and Type | Method and Description |
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static ARXFeatureScaling |
ARXFeatureScaling.create()
Returns a new instance
|
ARXFeatureScaling |
ARXFeatureScaling.removeScalingFunction(java.lang.String attribute)
Remove the scaling function, if any
|
ARXFeatureScaling |
ARXFeatureScaling.setScalingFunction(java.lang.String attribute,
java.lang.String function)
Sets a scaling function
|
ARXFeatureScaling |
ARXFeatureScaling.setScalingFunctionIdentity(java.lang.String attribute)
Sets a scaling function
|
ARXFeatureScaling |
ARXFeatureScaling.setScalingFunctionInverse(java.lang.String attribute)
Sets a scaling function
|
ARXFeatureScaling |
ARXFeatureScaling.setScalingFunctionLog(java.lang.String attribute)
Sets a scaling function
|
ARXFeatureScaling |
ARXFeatureScaling.setScalingFunctionSQRT(java.lang.String attribute)
Sets a scaling function
|
ARXFeatureScaling |
ARXFeatureScaling.setScalingFunctionSquare(java.lang.String attribute)
Sets a scaling function
|
Modifier and Type | Method and Description |
---|---|
StatisticsClassification |
StatisticsBuilderInterruptible.getClassificationPerformance(java.lang.String[] features,
java.lang.String clazz,
ARXClassificationConfiguration<?> config,
ARXFeatureScaling scaling)
Creates a new set of statistics for the given classification task
|
StatisticsClassification |
StatisticsBuilder.getClassificationPerformance(java.lang.String[] features,
java.lang.String clazz,
ARXClassificationConfiguration<?> config,
ARXFeatureScaling scaling)
Creates a new set of statistics for the given classification task
|
Constructor and Description |
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ClassificationDataSpecification(DataHandleInternal inputFeatureHandle,
DataHandleInternal outputFeatureHandle,
ARXFeatureScaling scaling,
java.lang.String[] features,
java.lang.String clazz,
WrappedBoolean interrupt)
Creates a new instance
|
ClassificationFeatureMetadata(java.lang.String attribute,
DataType<?> type,
ARXFeatureScaling scaling,
boolean isTypePreservingMicroaggregation)
Creates a new instance
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Modifier and Type | Method and Description |
---|---|
ARXFeatureScaling |
ModelClassification.getFeatureScaling()
Returns the feature scaling
|