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.gui.model |
Modifier and Type | Method and Description |
---|---|
static ClassificationConfigurationRandomForest |
ARXClassificationConfiguration.createRandomForest()
Creates a new instance for random forest classifiers
|
Modifier and Type | Method and Description |
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ClassificationConfigurationRandomForest |
ClassificationConfigurationRandomForest.clone() |
static ClassificationConfigurationRandomForest |
ClassificationConfigurationRandomForest.create()
Returns a new instance
|
ClassificationConfigurationRandomForest |
ClassificationConfigurationRandomForest.setMaximumNumberOfLeafNodes(int maximumNumberOfLeafNodes) |
ClassificationConfigurationRandomForest |
ClassificationConfigurationRandomForest.setMinimumSizeOfLeafNodes(int minimumSizeOfLeafNodes) |
ClassificationConfigurationRandomForest |
ClassificationConfigurationRandomForest.setNumberOfTrees(int numberOfTrees) |
ClassificationConfigurationRandomForest |
ClassificationConfigurationRandomForest.setNumberOfVariablesToSplit(int numberOfVariablesToSplit) |
ClassificationConfigurationRandomForest |
ClassificationConfigurationRandomForest.setSplitRule(ClassificationConfigurationRandomForest.SplitRule splitRule) |
ClassificationConfigurationRandomForest |
ClassificationConfigurationRandomForest.setSubsample(double subsample) |
Constructor and Description |
---|
MultiClassRandomForest(WrappedBoolean interrupt,
ClassificationDataSpecification specification,
ClassificationConfigurationRandomForest config,
DataHandleInternal inputHandle)
Creates a new instance
|
Modifier and Type | Method and Description |
---|---|
ClassificationConfigurationRandomForest |
ModelClassification.getRandomForestConfiguration()
Returns a random forest configuration for ARX
|