Package | Description |
---|---|
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
|
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)
|
Modifier and Type | Method and Description |
---|---|
QualityMeasureRowOriented |
StatisticsQuality.getAmbiguity()
Quality according to the "Ambiguity" model proposed in:
Goldberger, Tassa: "Efficient Anonymizations with Enhanced Utility" Trans Data Priv |
QualityMeasureRowOriented |
StatisticsQuality.getAverageClassSize()
Quality according to the "AECS" model proposed in:
K. |
QualityMeasureRowOriented |
StatisticsQuality.getDiscernibility()
Quality according to the "Discernibility" model proposed in:
R. |
QualityMeasureRowOriented |
StatisticsQuality.getRecordLevelSquaredError()
Quality according to the model proposed in:
D. |
QualityMeasureRowOriented |
StatisticsQuality.getSSESST()
Quality according to the model proposed in:
Solanas, Agusti, Antoni Martinez-Balleste, and J. |
Modifier and Type | Method and Description |
---|---|
QualityMeasureRowOriented |
QualityModelRowOrientedSSESST.evaluate() |
QualityMeasureRowOriented |
QualityModelRowOrientedSquaredError.evaluate() |
QualityMeasureRowOriented |
QualityModelRowOrientedDiscernibility.evaluate() |
QualityMeasureRowOriented |
QualityModelRowOrientedAmbiguity.evaluate() |
QualityMeasureRowOriented |
QualityModelRowOrientedAECS.evaluate() |