Package org.deidentifier.arx.aggregates

package 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

Zugehörige Packages

Package	Beschreibung
org.deidentifier.arx	This package provides the public API for the ARX anonymization framework.
org.deidentifier.arx.aggregates.classification	This package implements classes for analyzing the effect of anonymization on classification tasks
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)

Klasse	Beschreibung
AggregateFunction<T>	This abstract class represents an aggregate function.
AggregateFunction.AggregateFunctionBuilder<T>	A builder for aggregate functions.
AggregateFunction.AggregateFunctionWithParameter<T>	An aggregate function that has a parameter.
AggregateFunction.GenericArithmeticMean<T>	An aggregate function that returns the arithmetic mean, if it may be computed, "NULL" otherwise.
AggregateFunction.GenericArithmeticMeanOfBounds<T>	An aggregate function that returns the arithmetic mean of min Ungültige Eingabe: "&" max, if it may be computed, "NULL" otherwise.
AggregateFunction.GenericBounds<T>	An aggregate function that returns an interval consisting of the first and the last element following the predefined order .
AggregateFunction.GenericCommonPrefix<T>	An aggregate function that returns a common prefix.
AggregateFunction.GenericConstant<T>	An aggregate function that returns a constant value.
AggregateFunction.GenericGeometricMean<T>	An aggregate function that returns the geometric mean, if it may be computed, "NULL" otherwise.
AggregateFunction.GenericGeometricMeanOfBounds<T>	An aggregate function that returns the geometric mean of min Ungültige Eingabe: "&" max, if it may be computed, "NULL" otherwise.
AggregateFunction.GenericInterval<T>	An aggregate function that returns an interval [min, max] .
AggregateFunction.GenericSet<T>	An aggregate function that returns a set of all data values.
AggregateFunction.GenericSetOfPrefixes<T>	An aggregate function that returns a set of the prefixes of the data values.
ClassificationConfigurationLogisticRegression	Configuration for logistic regression
ClassificationConfigurationLogisticRegression.PriorFunction	Prior function for regularization
ClassificationConfigurationNaiveBayes	Configuration for naive bayes classification
ClassificationConfigurationNaiveBayes.Type	Type of bayes classifier
ClassificationConfigurationRandomForest	Configuration for Random Forest classifiers
ClassificationConfigurationRandomForest.SplitRule	Split rule for the decision tree
HierarchyBuilder<T>	Base class for hierarchy builders.
HierarchyBuilder.Type	The three types of builders.
HierarchyBuilderDate	This class enables building hierarchies for dates.
HierarchyBuilderDate.Format	A format-class for localization
HierarchyBuilderDate.Granularity	Granularity
HierarchyBuilderGroupingBased<T>	This abstract base class enables building hierarchies for categorical and non-categorical values.
HierarchyBuilderGroupingBased.AbstractGroup	A group representation to be used by subclasses.
HierarchyBuilderGroupingBased.Group<U>	This class represents a fanout parameter.
HierarchyBuilderGroupingBased.Level<U>	This class represents a level in the hierarchy.
HierarchyBuilderIntervalBased<T>	This class enables building hierarchies for non-categorical values by mapping them into given intervals.
HierarchyBuilderIntervalBased.Interval<T>	This class represents an interval.
HierarchyBuilderIntervalBased.Range<U>	For each direction, this class encapsulates three bounds.
HierarchyBuilderOrderBased<T>	This class enables building hierarchies for categorical and non-categorical values by ordering the data items and merging into groups with predefined sizes.
HierarchyBuilderOrderBased.SerializableComparator<T>	A serializable comparator.
HierarchyBuilderPriorityBased<T>	This class enables building hierarchies mostly for categorical variables by iteratively removing the value with lowest priority
HierarchyBuilderPriorityBased.Priority	For priorities
HierarchyBuilderRedactionBased<T>	This class enables building hierarchies for categorical and non-categorical values using redaction.
HierarchyBuilderRedactionBased.Order	Order
StatisticsBuilder	A class offering basic descriptive statistics about data handles.
StatisticsBuilderInterruptible	A class offering basic descriptive statistics about data handles.
StatisticsClassification	Statistics representing the performance of various classifiers
StatisticsClassification.ROCCurve	A ROC curve
StatisticsContingencyTable	A contingency table.
StatisticsContingencyTable.Entry	An entry in the contingency table.
StatisticsEquivalenceClasses	Statistics about the equivalence classes.
StatisticsFrequencyDistribution	A frequency distribution.
StatisticsQuality	Encapsulates statistics obtained using various quality models
StatisticsSummary<T>	A base class for summary statistics