Package | Description |
---|---|
org.deidentifier.arx |
This package provides the public API for the ARX anonymization framework.
|
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.aggregates.quality |
This package provides implementations of various quality models which can be
used for quality analysis (but not as optimization functions)
|
org.deidentifier.arx.gui.model | |
org.deidentifier.arx.gui.view.impl.wizard | |
org.deidentifier.arx.metric.v2 |
Main package implementing quality models
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org.deidentifier.arx.test |
Class and Description |
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AggregateFunction.AggregateFunctionBuilder
A builder for aggregate functions.
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ClassificationConfigurationLogisticRegression
Configuration for logistic regression
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ClassificationConfigurationNaiveBayes
Configuration for naive bayes classification
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ClassificationConfigurationRandomForest
Configuration for Random Forest classifiers
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HierarchyBuilder
Base class for hierarchy builders.
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StatisticsBuilder
A class offering basic descriptive statistics about data handles.
|
Class and Description |
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AggregateFunction
This abstract class represents an aggregate function.
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AggregateFunction.AggregateFunctionBuilder
A builder for aggregate functions.
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AggregateFunction.AggregateFunctionWithParameter
An aggregate function that has a parameter.
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ClassificationConfigurationLogisticRegression
Configuration for logistic regression
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ClassificationConfigurationLogisticRegression.PriorFunction
Prior function for regularization
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ClassificationConfigurationNaiveBayes
Configuration for naive bayes classification
|
ClassificationConfigurationNaiveBayes.Type
Type of bayes classifier
|
ClassificationConfigurationRandomForest
Configuration for Random Forest classifiers
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ClassificationConfigurationRandomForest.SplitRule
Split rule for the decision tree
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HierarchyBuilder
Base class for hierarchy builders.
|
HierarchyBuilder.Type
The three types of builders.
|
HierarchyBuilderDate.Format
A format-class for localization
|
HierarchyBuilderDate.Granularity
Granularity
|
HierarchyBuilderGroupingBased
This abstract base class enables building hierarchies for categorical and non-categorical values.
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HierarchyBuilderGroupingBased.Group
This class represents a fanout parameter.
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HierarchyBuilderGroupingBased.Level
This class represents a level in the hierarchy.
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HierarchyBuilderIntervalBased
This class enables building hierarchies for non-categorical values by mapping them
into given intervals.
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HierarchyBuilderIntervalBased.IndexNode
This class represents an node.
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HierarchyBuilderIntervalBased.Interval
This class represents an interval.
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HierarchyBuilderIntervalBased.Range
For each direction, this class encapsulates three bounds.
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HierarchyBuilderOrderBased
This class enables building hierarchies for categorical and non-categorical values
by ordering the data items and merging into groups with predefined sizes.
|
HierarchyBuilderRedactionBased
This class enables building hierarchies for categorical and non-categorical values
using redaction.
|
HierarchyBuilderRedactionBased.Order
Order
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StatisticsBuilderInterruptible
A class offering basic descriptive statistics about data handles.
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StatisticsClassification
Statistics representing the performance of various classifiers
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StatisticsClassification.ROCCurve
A ROC curve
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StatisticsContingencyTable
A contingency table.
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StatisticsContingencyTable.Entry
An entry in the contingency table.
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StatisticsEquivalenceClasses
Statistics about the equivalence classes.
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StatisticsFrequencyDistribution
A frequency distribution.
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StatisticsQuality
Encapsulates statistics obtained using various quality models
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StatisticsSummary
A base class for summary statistics
|
Class and Description |
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ClassificationConfigurationLogisticRegression
Configuration for logistic regression
|
ClassificationConfigurationNaiveBayes
Configuration for naive bayes classification
|
ClassificationConfigurationRandomForest
Configuration for Random Forest classifiers
|
Class and Description |
---|
HierarchyBuilderRedactionBased
This class enables building hierarchies for categorical and non-categorical values
using redaction.
|
Class and Description |
---|
ClassificationConfigurationLogisticRegression
Configuration for logistic regression
|
ClassificationConfigurationNaiveBayes
Configuration for naive bayes classification
|
ClassificationConfigurationRandomForest
Configuration for Random Forest classifiers
|
HierarchyBuilder
Base class for hierarchy builders.
|
Class and Description |
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AggregateFunction
This abstract class represents an aggregate function.
|
HierarchyBuilder
Base class for hierarchy builders.
|
HierarchyBuilder.Type
The three types of builders.
|
HierarchyBuilderDate
This class enables building hierarchies for dates.
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HierarchyBuilderDate.Format
A format-class for localization
|
HierarchyBuilderDate.Granularity
Granularity
|
HierarchyBuilderGroupingBased.Group
This class represents a fanout parameter.
|
HierarchyBuilderIntervalBased
This class enables building hierarchies for non-categorical values by mapping them
into given intervals.
|
HierarchyBuilderIntervalBased.Interval
This class represents an interval.
|
HierarchyBuilderOrderBased
This class enables building hierarchies for categorical and non-categorical values
by ordering the data items and merging into groups with predefined sizes.
|
HierarchyBuilderRedactionBased
This class enables building hierarchies for categorical and non-categorical values
using redaction.
|
HierarchyBuilderRedactionBased.Order
Order
|
Class and Description |
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HierarchyBuilder
Base class for hierarchy builders.
|
HierarchyBuilderGroupingBased
This abstract base class enables building hierarchies for categorical and non-categorical values.
|
HierarchyBuilderIntervalBased
This class enables building hierarchies for non-categorical values by mapping them
into given intervals.
|
HierarchyBuilderRedactionBased
This class enables building hierarchies for categorical and non-categorical values
using redaction.
|
Class and Description |
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HierarchyBuilder
Base class for hierarchy builders.
|