Package | Description |
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org.deidentifier.arx |
This package provides the public API for the ARX anonymization framework.
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org.deidentifier.arx.aggregates |
This package provides methods for aggregating data.
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org.deidentifier.arx.aggregates.classification |
Modifier and Type | Method and Description |
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static ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.create()
Returns a new instance
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ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setAlpha(double alpha) |
ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setDecayExponent(double decayExponent) |
ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setDeterministic(boolean deterministic)
Sets whether the process should be deterministic
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ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setLambda(double lambda) |
ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setLearningRate(double learningRate) |
ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setMaxRecords(int maxRecords) |
ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setNumFolds(int numberOfFolds) |
ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setPriorFunction(ARXLogisticRegressionConfiguration.PriorFunction priorFunction) |
ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setSeed(int seed)
Seed for randomization.
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ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setStepOffset(int stepOffset) |
ARXLogisticRegressionConfiguration |
ARXLogisticRegressionConfiguration.setVectorLength(int vectorLength) |
Modifier and Type | Method and Description |
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StatisticsClassification |
StatisticsBuilder.getClassificationPerformance(java.lang.String[] features,
java.lang.String clazz,
ARXLogisticRegressionConfiguration config)
Creates a new set of statistics for the given classification task
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StatisticsClassification |
StatisticsBuilderInterruptible.getClassificationPerformance(java.lang.String[] features,
java.lang.String clazz,
ARXLogisticRegressionConfiguration config)
Creates a new set of statistics for the given classification task
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StatisticsClassification |
StatisticsBuilder.getClassificationPerformance(java.lang.String clazz,
ARXLogisticRegressionConfiguration config)
Creates a new set of statistics for the given classification task
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StatisticsClassification |
StatisticsBuilderInterruptible.getClassificationPerformance(java.lang.String clazz,
ARXLogisticRegressionConfiguration config)
Creates a new set of statistics for the given classification task
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Constructor and Description |
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MultiClassLogisticRegression(ClassificationDataSpecification specification,
ARXLogisticRegressionConfiguration config)
Creates a new instance
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