public class StatisticsQuality
extends java.lang.Object
Modifier and Type | Method and Description |
---|---|
QualityMeasureRowOriented |
getAmbiguity()
Quality according to the "Ambiguity" model proposed in:
Goldberger, Tassa: "Efficient Anonymizations with Enhanced Utility" Trans Data Priv |
QualityMeasureColumnOriented |
getAttributeLevelSquaredError()
Attribute-level squared error
|
java.util.List<java.lang.String> |
getAttributes()
Returns a list of all attributes considered
|
QualityMeasureRowOriented |
getAverageClassSize()
Quality according to the "AECS" model proposed in:
K. |
DataType<?> |
getDataType(java.lang.String attribute)
Returns the data type for the attribute
|
QualityMeasureRowOriented |
getDiscernibility()
Quality according to the "Discernibility" model proposed in:
R. |
QualityMeasureColumnOriented |
getGeneralizationIntensity()
Quality according to the "Precision" model proposed in:
L. |
QualityMeasureColumnOriented |
getGranularity()
Quality according to the "Loss" model proposed in:
Iyengar, V.: "Transforming data to satisfy privacy constraints" Proc Int Conf Knowl Disc Data Mining, p. 279-288 (2002) |
QualityMeasureColumnOriented |
getMissings()
Returns the fraction of missing values of the attributes considered
|
QualityMeasureColumnOriented |
getNonUniformEntropy()
Quality according to the "Non-Uniform Entropy" model proposed in:
A. |
QualityMeasureRowOriented |
getRecordLevelSquaredError()
Quality according to the model proposed in:
D. |
QualityMeasureRowOriented |
getSSESST()
Quality according to the model proposed in:
Solanas, Agusti, Antoni Martinez-Balleste, and J. |
public QualityMeasureRowOriented getAmbiguity()
public QualityMeasureColumnOriented getAttributeLevelSquaredError()
public java.util.List<java.lang.String> getAttributes()
public QualityMeasureRowOriented getAverageClassSize()
public DataType<?> getDataType(java.lang.String attribute)
attribute
- public QualityMeasureRowOriented getDiscernibility()
public QualityMeasureColumnOriented getGeneralizationIntensity()
public QualityMeasureColumnOriented getGranularity()
public QualityMeasureColumnOriented getMissings()
public QualityMeasureColumnOriented getNonUniformEntropy()
public QualityMeasureRowOriented getRecordLevelSquaredError()
public QualityMeasureRowOriented getSSESST()