| 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
|
| Modifier and Type | Class and Description |
|---|---|
class |
ARXClassificationConfiguration<T extends ARXClassificationConfiguration<?>>
An base class for configuration classes for classification experiments
|
| Modifier and Type | Method and Description |
|---|---|
abstract ARXClassificationConfiguration<T> |
ARXClassificationConfiguration.clone() |
| Modifier and Type | Method and Description |
|---|---|
void |
ARXClassificationConfiguration.parse(ARXClassificationConfiguration<?> config)
Parses another configuration
|
| Modifier and Type | Class and Description |
|---|---|
class |
ClassificationConfigurationLogisticRegression
Configuration for logistic regression
|
class |
ClassificationConfigurationNaiveBayes
Configuration for naive bayes classification
|
class |
ClassificationConfigurationRandomForest
Configuration for Random Forest classifiers
|
| Modifier and Type | Method and Description |
|---|---|
StatisticsClassification |
StatisticsBuilderInterruptible.getClassificationPerformance(java.lang.String[] features,
java.lang.String clazz,
ARXClassificationConfiguration<?> config)
Creates a new set of statistics for the given classification task
|
StatisticsClassification |
StatisticsBuilder.getClassificationPerformance(java.lang.String[] features,
java.lang.String clazz,
ARXClassificationConfiguration<?> config)
Creates a new set of statistics for the given classification task
|
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
|
StatisticsClassification |
StatisticsBuilderInterruptible.getClassificationPerformance(java.lang.String clazz,
ARXClassificationConfiguration<?> config)
Creates a new set of statistics for the given classification task
|
StatisticsClassification |
StatisticsBuilder.getClassificationPerformance(java.lang.String clazz,
ARXClassificationConfiguration<?> config)
Creates a new set of statistics for the given classification task
|
void |
ClassificationConfigurationRandomForest.parse(ARXClassificationConfiguration<?> config) |
void |
ClassificationConfigurationNaiveBayes.parse(ARXClassificationConfiguration<?> config) |
void |
ClassificationConfigurationLogisticRegression.parse(ARXClassificationConfiguration<?> config) |