Skip navigation links
Apache SAMOA 0.3.0-incubating
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z 

A

AbstractChangeDetector - Class in org.apache.samoa.moa.classifiers.core.driftdetection
Abstract Change Detector.
AbstractChangeDetector() - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
 
AbstractClassifier - Class in org.apache.samoa.moa.classifiers
 
AbstractClassifier() - Constructor for class org.apache.samoa.moa.classifiers.AbstractClassifier
Creates an classifier and setups the random seed option if the classifier is randomizable.
AbstractClassOption - Class in org.apache.samoa.moa.options
Abstract class option.
AbstractClassOption(String, char, String, Class<?>, String) - Constructor for class org.apache.samoa.moa.options.AbstractClassOption
Creates a new instance of an abstract option given its class name, command line interface text, its purpose, its class type and its default command line interface text.
AbstractClassOption(String, char, String, Class<?>, String, String) - Constructor for class org.apache.samoa.moa.options.AbstractClassOption
Creates a new instance of an abstract option given its class name, command line interface text, its purpose, its class type, default command line interface text, and its null text.
AbstractClusterer - Class in org.apache.samoa.moa.clusterers
 
AbstractClusterer() - Constructor for class org.apache.samoa.moa.clusterers.AbstractClusterer
 
AbstractEntranceProcessingItem - Class in org.apache.samoa.topology
Helper class for EntranceProcessingItem implementation.
AbstractEntranceProcessingItem() - Constructor for class org.apache.samoa.topology.AbstractEntranceProcessingItem
 
AbstractEntranceProcessingItem(EntranceProcessor) - Constructor for class org.apache.samoa.topology.AbstractEntranceProcessingItem
 
AbstractErrorWeightedVote - Class in org.apache.samoa.moa.classifiers.rules.core.voting
AbstractErrorWeightedVote class for weighted votes based on estimates of errors.
AbstractErrorWeightedVote() - Constructor for class org.apache.samoa.moa.classifiers.rules.core.voting.AbstractErrorWeightedVote
 
AbstractErrorWeightedVote(AbstractErrorWeightedVote) - Constructor for class org.apache.samoa.moa.classifiers.rules.core.voting.AbstractErrorWeightedVote
 
AbstractMOAObject - Class in org.apache.samoa.moa
Abstract MOA Object.
AbstractMOAObject() - Constructor for class org.apache.samoa.moa.AbstractMOAObject
 
AbstractOptionHandler - Class in org.apache.samoa.moa.options
Abstract Option Handler.
AbstractOptionHandler() - Constructor for class org.apache.samoa.moa.options.AbstractOptionHandler
 
AbstractProcessingItem - Class in org.apache.samoa.topology
Abstract ProcessingItem Helper for implementation of ProcessingItem.
AbstractProcessingItem() - Constructor for class org.apache.samoa.topology.AbstractProcessingItem
 
AbstractProcessingItem(Processor) - Constructor for class org.apache.samoa.topology.AbstractProcessingItem
 
AbstractProcessingItem(Processor, int) - Constructor for class org.apache.samoa.topology.AbstractProcessingItem
 
AbstractStream - Class in org.apache.samoa.topology
Abstract Stream Helper for implementation of Stream.
AbstractStream() - Constructor for class org.apache.samoa.topology.AbstractStream
 
AbstractStream(IProcessingItem) - Constructor for class org.apache.samoa.topology.AbstractStream
 
AbstractTopology - Class in org.apache.samoa.topology
Topology abstract class.
ActiveRule - Class in org.apache.samoa.learners.classifiers.rules.common
ActiveRule is a LearningRule that actively update its LearningNode with incoming instances.
ActiveRule() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
 
ActiveRule(ActiveRule.Builder) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
 
ActiveRule.Builder - Class in org.apache.samoa.learners.classifiers.rules.common
 
AdaptiveBagging - Class in org.apache.samoa.learners.classifiers.ensemble
An adaptive version of the Bagging Classifier by Oza and Russell.
AdaptiveBagging() - Constructor for class org.apache.samoa.learners.classifiers.ensemble.AdaptiveBagging
 
AdaptiveLearner - Interface in org.apache.samoa.learners
The Interface Adaptive Learner.
add(double) - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator.Estimator
 
add(Instance) - Method in class org.apache.samoa.instances.Instances
 
add(Instance) - Method in class org.apache.samoa.learners.InstancesContentEvent
 
add(CFCluster) - Method in class org.apache.samoa.moa.cluster.CFCluster
 
add(Cluster) - Method in class org.apache.samoa.moa.cluster.Clustering
add a cluster to the clustering
add(double[]) - Method in class org.apache.samoa.moa.cluster.Miniball.PointStorage
 
add(CFCluster) - Method in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
 
add(int, T) - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
add(T) - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
addAll(Collection<? extends T>) - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
addAll(int, Collection<? extends T>) - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
addClusterChangeListener(ClusterEventListener) - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
Add a listener
addDestination(StreamDestination) - Method in class org.apache.samoa.topology.impl.SamzaStream
 
addDestination(StreamDestination) - Method in class org.apache.samoa.topology.impl.ThreadsStream
 
addElement(E) - Method in class org.apache.samoa.moa.core.FastVector
Adds an element to this vector.
addEmptyValue(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
addEntranceProcessingItem(EntranceProcessingItem) - Method in class org.apache.samoa.topology.AbstractTopology
Adds an Entrance processing item to the topology.
addEntranceProcessingItem(EntranceProcessingItem) - Method in interface org.apache.samoa.topology.Topology
Add an EntranceProcessingItem to this topology
addEntranceProcessor(EntranceProcessor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
addEventType(String) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
addObservation(double, double) - Method in class org.apache.samoa.moa.core.GaussianEstimator
 
addObservations(GaussianEstimator) - Method in class org.apache.samoa.moa.core.GaussianEstimator
 
addOutputStream(SamzaStream) - Method in class org.apache.samoa.topology.impl.SamzaEntranceProcessingItem
 
addOutputStream(SamzaStream) - Method in class org.apache.samoa.topology.impl.SamzaProcessingItem
 
addOutputStream(SamzaStream) - Method in interface org.apache.samoa.topology.impl.SamzaProcessingNode
Registers an output stream with this processing item
addPItoLoop(int) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
addProcessingItem(IProcessingItem) - Method in class org.apache.samoa.topology.AbstractTopology
Add processing item to topology.
addProcessingItem(IProcessingItem, int) - Method in class org.apache.samoa.topology.AbstractTopology
Add processing item to topology.
addProcessingItem(IProcessingItem, int) - Method in class org.apache.samoa.topology.impl.SamzaTopology
 
addProcessingItem(IProcessingItem, int) - Method in class org.apache.samoa.topology.impl.StormTopology
 
addProcessingItem(IProcessingItem) - Method in interface org.apache.samoa.topology.Topology
Add a ProcessingItem to this topology with default parallelism level (i.e.
addProcessingItem(IProcessingItem, int) - Method in interface org.apache.samoa.topology.Topology
Add a ProcessingItem to this topology with an associated parallelism level
addProcessor(Processor, int) - Method in class org.apache.samoa.topology.TopologyBuilder
 
addProcessor(Processor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
addResult(Instance, double[]) - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
addResult(Instance, double[]) - Method in class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
addResult(Instance, double[]) - Method in interface org.apache.samoa.evaluation.PerformanceEvaluator
Adds a learning result to this evaluator.
addResult(Instance, double[]) - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
addResult(E, double[]) - Method in interface org.apache.samoa.moa.evaluation.LearningPerformanceEvaluator
Adds a learning result to this evaluator.
addSparseValues(int[], double[], int) - Method in interface org.apache.samoa.instances.Instance
 
addSparseValues(int[], double[], int) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
addStream(Stream) - Method in class org.apache.samoa.topology.AbstractTopology
Add stream to topology.
addStream(String, KeyFinder<S4Event>, S4ProcessingItem, int) - Method in class org.apache.samoa.topology.impl.S4Stream
 
addStream(Stream) - Method in interface org.apache.samoa.topology.Topology
 
addToValue(int, double) - Method in class org.apache.samoa.core.DoubleVector
 
addToValue(int, double) - Method in class org.apache.samoa.moa.core.DoubleVector
 
addToValues(double) - Method in class org.apache.samoa.moa.core.DoubleVector
 
addValue(int, double) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
addValues(DoubleVector) - Method in class org.apache.samoa.moa.core.DoubleVector
 
addValues(double[]) - Method in class org.apache.samoa.moa.core.DoubleVector
 
addVectors(double[], double[]) - Static method in class org.apache.samoa.moa.cluster.CFCluster
Adds the second array to the first array element by element.
addVote(double[], double) - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.AbstractErrorWeightedVote
 
addVote(double[], double) - Method in interface org.apache.samoa.moa.classifiers.rules.core.voting.ErrorWeightedVote
Adds a vote and the corresponding error for the computation of the weighted vote and respective weighted error.
ADWIN - Class in org.apache.samoa.moa.classifiers.core.driftdetection
ADaptive sliding WINdow method.
ADWIN() - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
ADWIN(double) - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
ADWIN(int) - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
ADWINChangeDetector - Class in org.apache.samoa.moa.classifiers.core.driftdetection
Drift detection method based in ADWIN.
ADWINChangeDetector() - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.ADWINChangeDetector
 
alpha(double) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
alpha(double) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
alpha(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
alpha(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
alphaOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.GeometricMovingAverageDM
 
alphaOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.PageHinkleyDM
 
AM_MEMORY_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
AMRDefaultRuleProcessor - Class in org.apache.samoa.learners.classifiers.rules.distributed
Default Rule Learner Processor (HAMR).
AMRDefaultRuleProcessor(AMRDefaultRuleProcessor.Builder) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor
 
AMRDefaultRuleProcessor.Builder - Class in org.apache.samoa.learners.classifiers.rules.distributed
 
AMRLearnerProcessor - Class in org.apache.samoa.learners.classifiers.rules.distributed
Learner Processor (HAMR).
AMRLearnerProcessor(AMRLearnerProcessor.Builder) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor
 
AMRLearnerProcessor.Builder - Class in org.apache.samoa.learners.classifiers.rules.distributed
 
AMRRuleSetProcessor - Class in org.apache.samoa.learners.classifiers.rules.distributed
Model Aggregator Processor (HAMR).
AMRRuleSetProcessor(AMRRuleSetProcessor.Builder) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
AMRRuleSetProcessor.Builder - Class in org.apache.samoa.learners.classifiers.rules.distributed
 
AMRulesAggregatorProcessor - Class in org.apache.samoa.learners.classifiers.rules.distributed
Model Aggregator Processor (VAMR).
AMRulesAggregatorProcessor(AMRulesAggregatorProcessor.Builder) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
AMRulesAggregatorProcessor.Builder - Class in org.apache.samoa.learners.classifiers.rules.distributed
 
AMRulesRegressor - Class in org.apache.samoa.learners.classifiers.rules
AMRules Regressor is the task for the serialized implementation of AMRules algorithm for regression rule.
AMRulesRegressor() - Constructor for class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
AMRulesRegressorProcessor - Class in org.apache.samoa.learners.classifiers.rules.centralized
AMRules Regressor Processor is the main (and only) processor for AMRulesRegressor task.
AMRulesRegressorProcessor(AMRulesRegressorProcessor.Builder) - Constructor for class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor
 
AMRulesRegressorProcessor.Builder - Class in org.apache.samoa.learners.classifiers.rules.centralized
 
AMRulesStatisticsProcessor - Class in org.apache.samoa.learners.classifiers.rules.distributed
Learner Processor (VAMR).
AMRulesStatisticsProcessor(AMRulesStatisticsProcessor.Builder) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor
 
AMRulesStatisticsProcessor.Builder - Class in org.apache.samoa.learners.classifiers.rules.distributed
 
anomalyNumberOfInstancesThreshold(int) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
anomalyNumberOfInstancesThreshold(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor.Builder
 
anomalyNumberOfInstancesThreshold(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor.Builder
 
anomalyNumberOfInstancesThreshold(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
anomalyNumInstThresholdOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
anomalyNumInstThresholdOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
anomalyNumInstThresholdOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
appendIndent(StringBuilder, int) - Static method in class org.apache.samoa.moa.core.StringUtils
 
appendIndented(StringBuilder, int, String) - Static method in class org.apache.samoa.moa.core.StringUtils
 
appendNewline(StringBuilder) - Static method in class org.apache.samoa.moa.core.StringUtils
 
appendNewlineIndented(StringBuilder, int, String) - Static method in class org.apache.samoa.moa.core.StringUtils
 
ARFF_ATTRIBUTE - Static variable in class org.apache.samoa.instances.Attribute
 
ARFF_ATTRIBUTE_DATE - Static variable in class org.apache.samoa.instances.Attribute
 
ARFF_ATTRIBUTE_NOMINAL - Static variable in class org.apache.samoa.instances.Attribute
 
ARFF_ATTRIBUTE_NUMERIC - Static variable in class org.apache.samoa.instances.Attribute
 
ARFF_DATA - Static variable in class org.apache.samoa.instances.Instances
 
ARFF_RELATION - Static variable in class org.apache.samoa.instances.Instances
 
arffFileOption - Variable in class org.apache.samoa.moa.streams.ArffFileStream
 
arffFileOption - Variable in class org.apache.samoa.streams.ArffFileStream
 
ArffFileStream - Class in org.apache.samoa.moa.streams
Stream reader of ARFF files.
ArffFileStream() - Constructor for class org.apache.samoa.moa.streams.ArffFileStream
 
ArffFileStream(String, int) - Constructor for class org.apache.samoa.moa.streams.ArffFileStream
 
ArffFileStream - Class in org.apache.samoa.streams
InstanceStream for ARFF file
ArffFileStream() - Constructor for class org.apache.samoa.streams.ArffFileStream
 
ArffLoader - Class in org.apache.samoa.instances
 
ArffLoader() - Constructor for class org.apache.samoa.instances.ArffLoader
 
ArffLoader(Reader, int, int) - Constructor for class org.apache.samoa.instances.ArffLoader
 
argsToTopology(String[]) - Static method in class org.apache.samoa.topology.impl.StormSamoaUtils
 
arrayToString(Object) - Static method in class org.apache.samoa.moa.core.Utils
Returns the given Array in a string representation.
AssignmentContentEvent - Class in org.apache.samoa.learners.classifiers.rules.distributed
Forwarded instances from Model Agrregator to Learners/Default Rule Learner.
AssignmentContentEvent() - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AssignmentContentEvent
 
AssignmentContentEvent(int, Instance) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AssignmentContentEvent
 
Attribute - Class in org.apache.samoa.instances
 
Attribute(String) - Constructor for class org.apache.samoa.instances.Attribute
 
Attribute(String, List<String>) - Constructor for class org.apache.samoa.instances.Attribute
 
Attribute() - Constructor for class org.apache.samoa.instances.Attribute
 
attribute(int) - Method in interface org.apache.samoa.instances.Instance
 
attribute(int) - Method in class org.apache.samoa.instances.InstanceInformation
 
attribute(int) - Method in class org.apache.samoa.instances.Instances
 
attribute(String) - Method in class org.apache.samoa.instances.Instances
 
attribute(int) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
AttributeCEFullPrecSerializer() - Constructor for class org.apache.samoa.learners.classifiers.trees.AttributeContentEvent.AttributeCEFullPrecSerializer
 
AttributeCESerializer() - Constructor for class org.apache.samoa.learners.classifiers.trees.AttributeContentEvent.AttributeCESerializer
 
AttributeClassObserver - Interface in org.apache.samoa.moa.classifiers.core.attributeclassobservers
Interface for observing the class data distribution for an attribute.
AttributeContentEvent - Class in org.apache.samoa.learners.classifiers.trees
Attribute Content Event represents the instances that split vertically based on their attribute
AttributeContentEvent() - Constructor for class org.apache.samoa.learners.classifiers.trees.AttributeContentEvent
 
AttributeContentEvent.AttributeCEFullPrecSerializer - Class in org.apache.samoa.learners.classifiers.trees
The Kryo serializer class for AttributeContentEvent when executing on top of Storm with full precision of the statistics.
AttributeContentEvent.AttributeCESerializer - Class in org.apache.samoa.learners.classifiers.trees
The Kryo serializer class for AttributeContentEvent when executing on top of Storm.
AttributeSplitSuggestion - Class in org.apache.samoa.moa.classifiers.core
Class for computing attribute split suggestions given a split test.
AttributeSplitSuggestion() - Constructor for class org.apache.samoa.moa.classifiers.core.AttributeSplitSuggestion
 
AttributeSplitSuggestion(InstanceConditionalTest, double[][], double) - Constructor for class org.apache.samoa.moa.classifiers.core.AttributeSplitSuggestion
 
attValDistPerClass - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
AutoClassDiscovery - Class in org.apache.samoa.moa.core
Class for discovering classes via reflection in the java class path.
AutoClassDiscovery() - Constructor for class org.apache.samoa.moa.core.AutoClassDiscovery
 
AutoExpandVector<T> - Class in org.apache.samoa.moa.core
Vector with the capability of automatic expansion.
AutoExpandVector() - Constructor for class org.apache.samoa.moa.core.AutoExpandVector
 
AutoExpandVector(int) - Constructor for class org.apache.samoa.moa.core.AutoExpandVector
 
averageMeasurements(Measurement[][]) - Static method in class org.apache.samoa.moa.core.Measurement
 

B

backEdges - Variable in class org.apache.samoa.flink.topology.impl.FlinkTopology
 
backQuoteChars(String) - Static method in class org.apache.samoa.instances.Utils
 
backQuoteChars(String) - Static method in class org.apache.samoa.moa.core.Utils
Converts carriage returns and new lines in a string into \r and \n.
Bagging - Class in org.apache.samoa.learners.classifiers.ensemble
The Bagging Classifier by Oza and Russell.
Bagging() - Constructor for class org.apache.samoa.learners.classifiers.ensemble.Bagging
 
BaggingDistributorProcessor - Class in org.apache.samoa.learners.classifiers.ensemble
The Class BaggingDistributorPE.
BaggingDistributorProcessor() - Constructor for class org.apache.samoa.learners.classifiers.ensemble.BaggingDistributorProcessor
 
baseLearnerOption - Variable in class org.apache.samoa.learners.classifiers.ensemble.AdaptiveBagging
The base learner option.
baseLearnerOption - Variable in class org.apache.samoa.learners.classifiers.ensemble.Bagging
The base learner option.
baseLearnerOption - Variable in class org.apache.samoa.learners.classifiers.ensemble.Boosting
The base learner option.
BasicClassificationPerformanceEvaluator - Class in org.apache.samoa.evaluation
Classification evaluator that performs basic incremental evaluation.
BasicClassificationPerformanceEvaluator() - Constructor for class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
BasicRegressionPerformanceEvaluator - Class in org.apache.samoa.evaluation
Regression evaluator that performs basic incremental evaluation.
BasicRegressionPerformanceEvaluator() - Constructor for class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
batchDelayOption - Variable in class org.apache.samoa.tasks.PrequentialEvaluation
 
binarySplitsOption - Variable in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
BinaryTreeNumericAttributeClassObserver - Class in org.apache.samoa.moa.classifiers.core.attributeclassobservers
Class for observing the class data distribution for a numeric attribute using a binary tree.
BinaryTreeNumericAttributeClassObserver() - Constructor for class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver
 
BinaryTreeNumericAttributeClassObserver.Node - Class in org.apache.samoa.moa.classifiers.core.attributeclassobservers
 
BinaryTreeNumericAttributeClassObserverRegression - Class in org.apache.samoa.moa.classifiers.core.attributeclassobservers
Class for observing the class data distribution for a numeric attribute using a binary tree.
BinaryTreeNumericAttributeClassObserverRegression() - Constructor for class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression
 
BinaryTreeNumericAttributeClassObserverRegression.Node - Class in org.apache.samoa.moa.classifiers.core.attributeclassobservers
 
binomialStandardError(double, int) - Static method in class org.apache.samoa.moa.core.Statistics
Computes standard error for observed values of a binomial random variable.
Boosting - Class in org.apache.samoa.learners.classifiers.ensemble
The Bagging Classifier by Oza and Russell.
Boosting() - Constructor for class org.apache.samoa.learners.classifiers.ensemble.Boosting
 
BoostingDistributorProcessor - Class in org.apache.samoa.learners.classifiers.ensemble
The Class BoostingDistributorProcessor.
BoostingDistributorProcessor() - Constructor for class org.apache.samoa.learners.classifiers.ensemble.BoostingDistributorProcessor
 
BoostingPredictionCombinerProcessor - Class in org.apache.samoa.learners.classifiers.ensemble
The Class BoostingPredictionCombinerProcessor.
BoostingPredictionCombinerProcessor() - Constructor for class org.apache.samoa.learners.classifiers.ensemble.BoostingPredictionCombinerProcessor
 
branchForInstance(Instance) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalTest
Returns the number of the branch for an instance, -1 if unknown.
branchForInstance(Instance) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeBinaryTest
 
branchForInstance(Instance) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeMultiwayTest
 
branchForInstance(Instance) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NumericAttributeBinaryTest
 
branchForInstance(Instance) - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
breakUp(String, int) - Static method in class org.apache.samoa.moa.core.Utils
Breaks up the string, if wider than "columns" characters.
BROADCAST - Static variable in class org.apache.samoa.topology.impl.S4Stream
 
BROADCAST - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
BROKER_URI_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
build() - Method in class org.apache.samoa.evaluation.ClusteringEvaluatorProcessor.Builder
 
build() - Method in class org.apache.samoa.evaluation.EvaluatorProcessor.Builder
 
build() - Method in class org.apache.samoa.flink.topology.impl.FlinkTopology
 
build() - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
build() - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
build() - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron.PerceptronData
 
build() - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean.TargetMeanData
 
build() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
build() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor.Builder
 
build() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor.Builder
 
build() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
build() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor.Builder
 
build() - Method in class org.apache.samoa.topology.TopologyBuilder
Returns the platform specific topology.
Builder(int) - Constructor for class org.apache.samoa.evaluation.ClusteringEvaluatorProcessor.Builder
 
Builder(ClusteringEvaluatorProcessor) - Constructor for class org.apache.samoa.evaluation.ClusteringEvaluatorProcessor.Builder
 
Builder(PerformanceEvaluator) - Constructor for class org.apache.samoa.evaluation.EvaluatorProcessor.Builder
 
Builder(EvaluatorProcessor) - Constructor for class org.apache.samoa.evaluation.EvaluatorProcessor.Builder
 
Builder(Instances) - Constructor for class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
Builder(AMRulesRegressorProcessor) - Constructor for class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
Builder() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
Builder(Instances) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
Builder(AMRDefaultRuleProcessor) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
Builder(Instances) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor.Builder
 
Builder(AMRLearnerProcessor) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor.Builder
 
Builder(Instances) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor.Builder
 
Builder(AMRRuleSetProcessor) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor.Builder
 
Builder(Instances) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
Builder(AMRulesAggregatorProcessor) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
Builder(Instances) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor.Builder
 
Builder(AMRulesStatisticsProcessor) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor.Builder
 
buildModulesPackage(List<String>) - Static method in class org.apache.samoa.utils.Utils
 
buildSamoaPackage() - Static method in class org.apache.samoa.utils.Utils
 
ByteCountingOutputStream() - Constructor for class org.apache.samoa.moa.core.SerializeUtils.ByteCountingOutputStream
 

C

canBeInitialised() - Method in interface org.apache.samoa.flink.topology.impl.FlinkComponent
This check is needed in order to determine whether all requirements for a Flink Component (DataStream) are satisfied in order to initialise it.
canBeInitialised() - Method in class org.apache.samoa.flink.topology.impl.FlinkEntranceProcessingItem
 
canBeInitialised() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
canBeInitialised() - Method in class org.apache.samoa.flink.topology.impl.FlinkStream
 
cast(Object) - Static method in class org.apache.samoa.moa.core.Utils
Casting an object without "unchecked" compile-time warnings.
CFCluster - Class in org.apache.samoa.moa.cluster
 
CFCluster(Instance, int) - Constructor for class org.apache.samoa.moa.cluster.CFCluster
Instantiates an empty kernel with the given dimensionality.
CFCluster(double[], int) - Constructor for class org.apache.samoa.moa.cluster.CFCluster
 
CFCluster(CFCluster) - Constructor for class org.apache.samoa.moa.cluster.CFCluster
 
changeCluster(ClusterEvent) - Method in interface org.apache.samoa.moa.streams.clustering.ClusterEventListener
 
changeDetection(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
changeDetection(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
changeDetection(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
changeDetection(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
ChangeDetector - Interface in org.apache.samoa.moa.classifiers.core.driftdetection
Change Detector interface to implement methods that detects change.
checkForRemainingOptions(String[]) - Static method in class org.apache.samoa.moa.core.Utils
Checks if the given array contains any non-empty options.
chiSquaredProbability(double, double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns chi-squared probability for given value and degrees of freedom.
chooseRandomIndexBasedOnWeights(double[], Random) - Static method in class org.apache.samoa.moa.core.MiscUtils
 
cindex(Clustering, ArrayList<DataPoint>) - Method in class org.apache.samoa.evaluation.measures.StatisticalCollection
 
CircleDetection - Class in org.apache.samoa.flink.helpers
This class contains all logic needed in order to mark circles in job graphs explicitly such as in the case of Apache Flink.
CircleDetection() - Constructor for class org.apache.samoa.flink.helpers.CircleDetection
 
classAttribute() - Method in interface org.apache.samoa.instances.Instance
 
classAttribute() - Method in class org.apache.samoa.instances.InstanceInformation
 
classAttribute() - Method in class org.apache.samoa.instances.Instances
 
classAttribute() - Method in class org.apache.samoa.instances.SingleLabelInstance
 
classCountsLeft - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver.Node
 
classCountsRight - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver.Node
 
ClassificationLearner - Interface in org.apache.samoa.learners
 
ClassificationPerformanceEvaluator - Interface in org.apache.samoa.evaluation
 
Classifier - Interface in org.apache.samoa.moa.classifiers
Classifier interface for incremental classification models.
classifierRandom - Variable in class org.apache.samoa.moa.classifiers.AbstractClassifier
Random Generator used in randomizable learners
classIndex() - Method in interface org.apache.samoa.instances.Instance
 
classIndex() - Method in class org.apache.samoa.instances.InstanceInformation
 
classIndex() - Method in class org.apache.samoa.instances.Instances
 
classIndex() - Method in class org.apache.samoa.instances.SingleLabelInstance
 
classIndexOption - Variable in class org.apache.samoa.moa.streams.ArffFileStream
 
classIndexOption - Variable in class org.apache.samoa.streams.ArffFileStream
 
classIsMissing() - Method in interface org.apache.samoa.instances.Instance
 
classIsMissing() - Method in class org.apache.samoa.instances.SingleLabelInstance
 
ClassOption - Class in org.apache.samoa.moa.options
Class option.
ClassOption(String, char, String, Class<?>, String) - Constructor for class org.apache.samoa.moa.options.ClassOption
 
ClassOption(String, char, String, Class<?>, String, String) - Constructor for class org.apache.samoa.moa.options.ClassOption
 
classToCLIString(Class<?>, Class<?>) - Static method in class org.apache.samoa.moa.options.AbstractClassOption
Gets the command line interface text of the class.
classValue() - Method in interface org.apache.samoa.instances.Instance
 
classValue() - Method in class org.apache.samoa.instances.SingleLabelInstance
 
classValues(List<? extends Instance>) - Static method in class org.apache.samoa.moa.cluster.Clustering
 
clean(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
clear() - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
clearThreadPool() - Static method in class org.apache.samoa.topology.impl.ThreadsEngine
 
cliStringToObject(String, Class<?>, Option[]) - Static method in class org.apache.samoa.moa.options.ClassOption
 
Cluster - Class in org.apache.samoa.moa.cluster
 
Cluster() - Constructor for class org.apache.samoa.moa.cluster.Cluster
 
clusterAddOption - Variable in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
Clusterer - Interface in org.apache.samoa.moa.clusterers
 
ClusterEvent - Class in org.apache.samoa.moa.streams.clustering
 
ClusterEvent(Object, long, String, String) - Constructor for class org.apache.samoa.moa.streams.clustering.ClusterEvent
 
ClusterEventListener - Interface in org.apache.samoa.moa.streams.clustering
 
ClusterGenerator - Class in org.apache.samoa.moa.clusterers
 
ClusterGenerator() - Constructor for class org.apache.samoa.moa.clusterers.ClusterGenerator
 
Clustering - Class in org.apache.samoa.moa.cluster
 
Clustering() - Constructor for class org.apache.samoa.moa.cluster.Clustering
 
Clustering(Cluster[]) - Constructor for class org.apache.samoa.moa.cluster.Clustering
 
Clustering(List<? extends Instance>) - Constructor for class org.apache.samoa.moa.cluster.Clustering
 
Clustering(ArrayList<DataPoint>, double, int) - Constructor for class org.apache.samoa.moa.cluster.Clustering
 
Clustering(AutoExpandVector<Cluster>) - Constructor for class org.apache.samoa.moa.cluster.Clustering
 
ClusteringContentEvent - Class in org.apache.samoa.learners.clusterers
The Class ClusteringContentEvent.
ClusteringContentEvent() - Constructor for class org.apache.samoa.learners.clusterers.ClusteringContentEvent
 
ClusteringContentEvent(long, Instance) - Constructor for class org.apache.samoa.learners.clusterers.ClusteringContentEvent
Instantiates a new clustering event.
ClusteringDistributorProcessor - Class in org.apache.samoa.learners.clusterers.simple
The Class ClusteringDistributorPE.
ClusteringDistributorProcessor() - Constructor for class org.apache.samoa.learners.clusterers.simple.ClusteringDistributorProcessor
 
ClusteringEntranceProcessor - Class in org.apache.samoa.streams
EntranceProcessor for Clustering Evaluation Task.
ClusteringEntranceProcessor() - Constructor for class org.apache.samoa.streams.ClusteringEntranceProcessor
 
ClusteringEvaluation - Class in org.apache.samoa.tasks
A task that runs and evaluates a distributed clustering algorithm.
ClusteringEvaluation() - Constructor for class org.apache.samoa.tasks.ClusteringEvaluation
 
ClusteringEvaluationContentEvent - Class in org.apache.samoa.evaluation
The Class Clustering ResultEvent.
ClusteringEvaluationContentEvent() - Constructor for class org.apache.samoa.evaluation.ClusteringEvaluationContentEvent
 
ClusteringEvaluationContentEvent(boolean) - Constructor for class org.apache.samoa.evaluation.ClusteringEvaluationContentEvent
 
ClusteringEvaluationContentEvent(Clustering, DataPoint, boolean) - Constructor for class org.apache.samoa.evaluation.ClusteringEvaluationContentEvent
Instantiates a new gtClustering result event.
ClusteringEvaluatorProcessor - Class in org.apache.samoa.evaluation
 
ClusteringEvaluatorProcessor.Builder - Class in org.apache.samoa.evaluation
 
ClusteringResultContentEvent - Class in org.apache.samoa.evaluation
The Class Clustering ResultEvent.
ClusteringResultContentEvent() - Constructor for class org.apache.samoa.evaluation.ClusteringResultContentEvent
 
ClusteringResultContentEvent(boolean) - Constructor for class org.apache.samoa.evaluation.ClusteringResultContentEvent
 
ClusteringResultContentEvent(Clustering, boolean) - Constructor for class org.apache.samoa.evaluation.ClusteringResultContentEvent
Instantiates a new clustering result event.
ClusteringStream - Class in org.apache.samoa.moa.streams.clustering
 
ClusteringStream() - Constructor for class org.apache.samoa.moa.streams.clustering.ClusteringStream
 
clusterRemoveOption - Variable in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
Clustream - Class in org.apache.samoa.moa.clusterers.clustream
Citation: CluStream: Charu C.
Clustream() - Constructor for class org.apache.samoa.moa.clusterers.clustream.Clustream
 
ClustreamClustererAdapter - Class in org.apache.samoa.learners.clusterers
Base class for adapting Clustream clusterer.
ClustreamClustererAdapter(Clusterer, Instances) - Constructor for class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
Instantiates a new learner.
ClustreamClustererAdapter() - Constructor for class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
Instantiates a new learner.
ClustreamKernel - Class in org.apache.samoa.moa.clusterers.clustream
 
ClustreamKernel(Instance, int, long, double, int) - Constructor for class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
 
ClustreamKernel(ClustreamKernel, double, int) - Constructor for class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
 
CMM - Class in org.apache.samoa.evaluation.measures
[CMM.java] CMM: Main class Reference: Kremer et al., "An Effective Evaluation Measure for Clustering on Evolving Data Streams", KDD, 2011
CMM() - Constructor for class org.apache.samoa.evaluation.measures.CMM
 
CMM_GTAnalysis - Class in org.apache.samoa.evaluation.measures
[CMM_GTAnalysis.java] CMM: Ground truth analysis Reference: Kremer et al., "An Effective Evaluation Measure for Clustering on Evolving Data Streams", KDD, 2011
CMM_GTAnalysis(Clustering, ArrayList<DataPoint>, boolean) - Constructor for class org.apache.samoa.evaluation.measures.CMM_GTAnalysis
 
COLON - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
combine(SphereCluster) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
COMMA - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
compareTo(AttributeSplitSuggestion) - Method in class org.apache.samoa.moa.classifiers.core.AttributeSplitSuggestion
 
ComponentFactory - Interface in org.apache.samoa.topology
ComponentFactory interface.
compress(long) - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
compressBuckets() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
computeBandBoundaries(long) - Static method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
computeBranchSplitMerits(double[][]) - Static method in class org.apache.samoa.moa.classifiers.rules.core.splitcriteria.SDRSplitCriterionAMRules
 
ComputeCEFullPrecSerializer() - Constructor for class org.apache.samoa.learners.classifiers.trees.ComputeContentEvent.ComputeCEFullPrecSerializer
 
ComputeCESerializer() - Constructor for class org.apache.samoa.learners.classifiers.trees.ComputeContentEvent.ComputeCESerializer
 
ComputeContentEvent - Class in org.apache.samoa.learners.classifiers.trees
Compute content event is the message that is sent by Model Aggregator Processor to request Local Statistic PI to start the local statistic calculation for splitting
ComputeContentEvent() - Constructor for class org.apache.samoa.learners.classifiers.trees.ComputeContentEvent
 
ComputeContentEvent.ComputeCEFullPrecSerializer - Class in org.apache.samoa.learners.classifiers.trees
The Kryo serializer class for ComputeContentEevent when executing on top of Storm with full precision of the statistics.
ComputeContentEvent.ComputeCESerializer - Class in org.apache.samoa.learners.classifiers.trees
The Kryo serializer class for ComputeContentEevent when executing on top of Storm.
computeEntropy(double[]) - Static method in class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion
 
computeEntropy(double[][]) - Static method in class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion
 
computeEntropy(double[]) - Static method in class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterionMultilabel
 
computeError(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
computeError(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
computeGini(double[], double) - Static method in class org.apache.samoa.moa.classifiers.core.splitcriteria.GiniSplitCriterion
 
computeGini(double[]) - Static method in class org.apache.samoa.moa.classifiers.core.splitcriteria.GiniSplitCriterion
 
computeHoeffdingBound(double, double, double) - Static method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
computeProbability(double, double, double) - Static method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
computeSD(double, double, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
computeSD(double, double, long) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
computeSD(double[]) - Static method in class org.apache.samoa.moa.classifiers.core.splitcriteria.SDRSplitCriterion
 
computeSD(double[]) - Static method in class org.apache.samoa.moa.classifiers.core.splitcriteria.VarianceReductionSplitCriterion
 
computeWeightedVote() - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.AbstractErrorWeightedVote
 
computeWeightedVote() - Method in interface org.apache.samoa.moa.classifiers.rules.core.voting.ErrorWeightedVote
Computes the weighted vote.
computeWeightedVote() - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.InverseErrorWeightedVote
 
computeWeightedVote() - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.UniformWeightedVote
 
connectInputAllStream(Stream) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
connectInputAllStream(Stream) - Method in class org.apache.samoa.topology.AbstractProcessingItem
Add an input stream to this ProcessingItem with BROADCAST scheme
connectInputAllStream(Stream) - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
 
connectInputAllStream(Stream) - Method in interface org.apache.samoa.topology.ProcessingItem
Connects this processing item to the stream in a broadcast fashion.
connectInputAllStream(Stream, Processor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
connectInputKeyStream(Stream) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
connectInputKeyStream(Stream) - Method in class org.apache.samoa.topology.AbstractProcessingItem
Add an input stream to this ProcessingItem with GROUP_BY_KEY scheme
connectInputKeyStream(Stream) - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
 
connectInputKeyStream(Stream) - Method in interface org.apache.samoa.topology.ProcessingItem
Connects this processing item taking the event key into account.
connectInputKeyStream(Stream, Processor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
connectInputShuffleStream(Stream) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
connectInputShuffleStream(Stream) - Method in class org.apache.samoa.topology.AbstractProcessingItem
Add an input stream to this ProcessingItem with SHUFFLE scheme
connectInputShuffleStream(Stream) - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
 
connectInputShuffleStream(Stream) - Method in interface org.apache.samoa.topology.ProcessingItem
Connects this processing item in a round robin fashion.
connectInputShuffleStream(Stream, Processor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
constantLearningRatioDecay(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
constantLearningRatioDecay(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
constantLearningRatioDecay(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
constantLearningRatioDecay(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
constantLearningRatioDecayOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
constantLearningRatioDecayOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
constantLearningRatioDecayOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
CONTAINER_COUNT_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
CONTAINER_MEMORY_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
ContentEvent - Interface in org.apache.samoa.core
The Interface ContentEvent.
contextIsCompatible(InstancesHeader, InstancesHeader) - Static method in class org.apache.samoa.moa.classifiers.AbstractClassifier
Returns if two contexts or headers of instances are compatible.

Two contexts are compatible if they follow the following rules:
Rule 1: num classes can increase but never decrease
Rule 2: num attributes can increase but never decrease
Rule 3: num nominal attribute values can increase but never decrease
Rule 4: attribute types must stay in the same order (although class can move; is always skipped over)

Attribute names are free to change, but should always still represent the original attributes.
contextIsCompatible(InstancesHeader, InstancesHeader) - Static method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
convertNewLines(String) - Static method in class org.apache.samoa.moa.core.Utils
Converts carriage returns and new lines in a string into \r and \n.
convertToRelativePath(File) - Static method in class org.apache.samoa.moa.core.Utils
Converts a File's absolute path to a path relative to the user (ie start) directory.
coord(int, int) - Method in class org.apache.samoa.moa.cluster.Miniball.PointStorage
 
copy() - Method in interface org.apache.samoa.instances.Instance
 
copy() - Method in class org.apache.samoa.instances.SingleLabelInstance
 
copy() - Method in class org.apache.samoa.moa.AbstractMOAObject
 
copy(MOAObject) - Static method in class org.apache.samoa.moa.AbstractMOAObject
This method produces a copy of an object.
copy() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
copy() - Method in interface org.apache.samoa.moa.classifiers.Classifier
Produces a copy of this learner.
copy() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
Produces a copy of this change detector method
copy() - Method in interface org.apache.samoa.moa.classifiers.core.driftdetection.ChangeDetector
Produces a copy of this drift detection method
copy() - Method in interface org.apache.samoa.moa.classifiers.rules.core.voting.ErrorWeightedVote
Creates a copy of the object
copy() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
copy() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
copy() - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
copy() - Method in interface org.apache.samoa.moa.MOAObject
This method produces a copy of this object.
copy() - Method in class org.apache.samoa.moa.options.AbstractOptionHandler
 
copy() - Method in interface org.apache.samoa.moa.options.OptionHandler
This method produces a copy of this object.
copyObject(Serializable) - Static method in class org.apache.samoa.moa.core.SerializeUtils
 
copyrightNotice - Static variable in class org.apache.samoa.core.Globals
 
copyToHDFS(File, String) - Static method in class org.apache.samoa.utils.SystemsUtils
 
correctlyClassifies(Instance) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
correctlyClassifies(Instance) - Method in interface org.apache.samoa.moa.classifiers.Classifier
Gets whether this classifier correctly classifies an instance.
correlation(double[], double[], int) - Static method in class org.apache.samoa.moa.core.Utils
Returns the correlation coefficient of two double vectors.
create() - Method in interface org.apache.samoa.learners.classifiers.LocalLearner
Creates a new learner object.
create() - Method in class org.apache.samoa.learners.classifiers.NaiveBayes
Create an instance of this LocalLearner implementation.
create() - Method in class org.apache.samoa.learners.classifiers.SimpleClassifierAdapter
Creates a new learner object.
create() - Method in class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
Creates a new learner object.
create() - Method in interface org.apache.samoa.learners.clusterers.LocalClustererAdapter
Creates a new learner object.
createEntrancePi(EntranceProcessor) - Method in class org.apache.samoa.flink.topology.impl.FlinkComponentFactory
 
createEntrancePi(EntranceProcessor) - Method in interface org.apache.samoa.topology.ComponentFactory
Creates a platform specific processing item with the specified processor that is the entrance point in the topology.
createEntrancePi(EntranceProcessor) - Method in class org.apache.samoa.topology.impl.S4ComponentFactory
 
createEntrancePi(EntranceProcessor) - Method in class org.apache.samoa.topology.impl.SamzaComponentFactory
 
createEntrancePi(EntranceProcessor) - Method in class org.apache.samoa.topology.impl.SimpleComponentFactory
 
createEntrancePi(EntranceProcessor) - Method in class org.apache.samoa.topology.impl.StormComponentFactory
 
createEntrancePi(EntranceProcessor) - Method in class org.apache.samoa.topology.impl.ThreadsComponentFactory
 
createInputAllStream(Processor, Processor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
createInputKeyStream(Processor, Processor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
createInputShuffleStream(Processor, Processor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
createKafkaTopic(String, int) - Static method in class org.apache.samoa.utils.SystemsUtils
 
createKafkaTopic(String, int, int) - Static method in class org.apache.samoa.utils.SystemsUtils
 
createManifest() - Static method in class org.apache.samoa.utils.Utils
 
createPE(Class<T>) - Method in class org.apache.samoa.topology.impl.S4DoTask
 
createPi(Processor) - Method in class org.apache.samoa.flink.topology.impl.FlinkComponentFactory
 
createPi(Processor, int) - Method in class org.apache.samoa.flink.topology.impl.FlinkComponentFactory
 
createPi(Processor) - Method in interface org.apache.samoa.topology.ComponentFactory
Creates a platform specific processing item with the specified processor.
createPi(Processor, int) - Method in interface org.apache.samoa.topology.ComponentFactory
Creates a platform specific processing item with the specified processor.
createPi(Processor, int) - Method in class org.apache.samoa.topology.impl.S4ComponentFactory
 
createPi(Processor) - Method in class org.apache.samoa.topology.impl.S4ComponentFactory
 
createPi(Processor) - Method in class org.apache.samoa.topology.impl.SamzaComponentFactory
 
createPi(Processor, int) - Method in class org.apache.samoa.topology.impl.SamzaComponentFactory
 
createPi(Processor, int) - Method in class org.apache.samoa.topology.impl.SimpleComponentFactory
 
createPi(Processor) - Method in class org.apache.samoa.topology.impl.SimpleComponentFactory
 
createPi(Processor) - Method in class org.apache.samoa.topology.impl.StormComponentFactory
 
createPi(Processor, int) - Method in class org.apache.samoa.topology.impl.StormComponentFactory
 
createPi(Processor) - Method in class org.apache.samoa.topology.impl.ThreadsComponentFactory
 
createPi(Processor, int) - Method in class org.apache.samoa.topology.impl.ThreadsComponentFactory
 
createStream(IProcessingItem) - Method in class org.apache.samoa.flink.topology.impl.FlinkComponentFactory
 
createStream() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
createStream(IProcessingItem) - Method in interface org.apache.samoa.topology.ComponentFactory
Creates a platform specific stream.
createStream(IProcessingItem) - Method in class org.apache.samoa.topology.impl.S4ComponentFactory
 
createStream(String, KeyFinder<T>, ProcessingElement...) - Method in class org.apache.samoa.topology.impl.S4DoTask
 
createStream(String, ProcessingElement...) - Method in class org.apache.samoa.topology.impl.S4DoTask
 
createStream(IProcessingItem) - Method in class org.apache.samoa.topology.impl.SamzaComponentFactory
 
createStream(IProcessingItem) - Method in class org.apache.samoa.topology.impl.SimpleComponentFactory
 
createStream(IProcessingItem) - Method in class org.apache.samoa.topology.impl.StormComponentFactory
 
createStream(IProcessingItem) - Method in class org.apache.samoa.topology.impl.ThreadsComponentFactory
 
createStream(Processor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
createTopology(String) - Method in class org.apache.samoa.flink.topology.impl.FlinkComponentFactory
 
createTopology(String) - Method in interface org.apache.samoa.topology.ComponentFactory
Creates a platform specific topology.
createTopology(String) - Method in class org.apache.samoa.topology.impl.S4ComponentFactory
 
createTopology(String) - Method in class org.apache.samoa.topology.impl.SamzaComponentFactory
 
createTopology(String) - Method in class org.apache.samoa.topology.impl.SimpleComponentFactory
 
createTopology(String) - Method in class org.apache.samoa.topology.impl.StormComponentFactory
 
createTopology(String) - Method in class org.apache.samoa.topology.impl.ThreadsComponentFactory
 
CusumDM - Class in org.apache.samoa.moa.classifiers.core.driftdetection
Drift detection method based in Cusum
CusumDM() - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.CusumDM
 
cut_point - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver.Node
 
cut_point - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression.Node
 

D

DataPoint - Class in org.apache.samoa.moa.core
 
DataPoint(Instance, Integer) - Constructor for class org.apache.samoa.moa.core.DataPoint
 
dataset() - Method in interface org.apache.samoa.instances.Instance
 
dataset() - Method in class org.apache.samoa.instances.SingleLabelInstance
 
DDM - Class in org.apache.samoa.moa.classifiers.core.driftdetection
Drift detection method based in DDM method of Joao Gama SBIA 2004.
DDM() - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.DDM
 
debug - Variable in class org.apache.samoa.evaluation.measures.CMM
enable/disable debug mode
decayHorizon(int) - Method in class org.apache.samoa.evaluation.ClusteringEvaluatorProcessor.Builder
 
decayHorizonOption - Variable in class org.apache.samoa.moa.streams.clustering.ClusteringStream
 
decayThresholdOption - Variable in class org.apache.samoa.moa.streams.clustering.ClusteringStream
 
delete() - Method in class org.apache.samoa.instances.Instances
 
deleteAttributeAt(int) - Method in interface org.apache.samoa.instances.Instance
 
deleteAttributeAt(Integer) - Method in class org.apache.samoa.instances.InstanceInformation
 
deleteAttributeAt(Integer) - Method in class org.apache.samoa.instances.Instances
 
deleteAttributeAt(int) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
deleteElement() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
DELTA - Static variable in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
deltaAdwinOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWINChangeDetector
 
deltaOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.CusumDM
 
deltaOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.PageHinkleyDM
 
DenseInstance - Class in org.apache.samoa.instances
 
DenseInstance() - Constructor for class org.apache.samoa.instances.DenseInstance
 
DenseInstance(double, double[]) - Constructor for class org.apache.samoa.instances.DenseInstance
 
DenseInstance(SingleLabelInstance) - Constructor for class org.apache.samoa.instances.DenseInstance
 
DenseInstance(Instance) - Constructor for class org.apache.samoa.instances.DenseInstance
 
DenseInstance(double) - Constructor for class org.apache.samoa.instances.DenseInstance
 
DenseInstanceData - Class in org.apache.samoa.instances
 
DenseInstanceData(double[]) - Constructor for class org.apache.samoa.instances.DenseInstanceData
 
DenseInstanceData(int) - Constructor for class org.apache.samoa.instances.DenseInstanceData
 
DenseInstanceData() - Constructor for class org.apache.samoa.instances.DenseInstanceData
 
densityRangeOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
deployTask(Task) - Method in class org.apache.samoa.topology.impl.S4Submitter
 
deployTask(Task) - Method in interface org.apache.samoa.topology.ISubmitter
Deploy a specific task to a platform.
describeConditionForBranch(int, InstancesHeader) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalTest
Gets the text that describes the condition of a branch.
describeConditionForBranch(int, InstancesHeader) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeBinaryTest
 
describeConditionForBranch(int, InstancesHeader) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeMultiwayTest
 
describeConditionForBranch(int, InstancesHeader) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NumericAttributeBinaryTest
 
describeConditionForBranch(int, InstancesHeader) - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
deserialize(ByteBuffer) - Method in class org.apache.samoa.topology.impl.SamoaSerializer
 
deserializeMapFromFile(String, String) - Static method in class org.apache.samoa.utils.SystemsUtils
 
deserializeObjectFromFileAndKey(String, String, String) - Static method in class org.apache.samoa.utils.SystemsUtils
 
dimension() - Method in class org.apache.samoa.moa.cluster.Clustering
 
dimension() - Method in class org.apache.samoa.moa.cluster.Miniball.PointStorage
 
DiscreteAttributeClassObserver - Interface in org.apache.samoa.moa.classifiers.core.attributeclassobservers
Interface for observing the class data distribution for a discrete (nominal) attribute.
DistributedClusterer - Class in org.apache.samoa.learners.clusterers.simple
Learner that contain a single learner.
DistributedClusterer() - Constructor for class org.apache.samoa.learners.clusterers.simple.DistributedClusterer
 
DOLLAR_SIGN - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
DOT - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
doTask() - Method in interface org.apache.samoa.moa.tasks.Task
This method performs this task, when TaskMonitor and ObjectRepository are no needed.
doTask(TaskMonitor, ObjectRepository) - Method in interface org.apache.samoa.moa.tasks.Task
This method performs this task.
doubleToString(double, int) - Static method in class org.apache.samoa.moa.core.StringUtils
 
doubleToString(double, int, int) - Static method in class org.apache.samoa.moa.core.StringUtils
 
doubleToString(double, int) - Static method in class org.apache.samoa.moa.core.Utils
Rounds a double and converts it into String.
doubleToString(double, int, int) - Static method in class org.apache.samoa.moa.core.Utils
Rounds a double and converts it into a formatted decimal-justified String.
DoubleVector - Class in org.apache.samoa.core
 
DoubleVector() - Constructor for class org.apache.samoa.core.DoubleVector
 
DoubleVector(double[]) - Constructor for class org.apache.samoa.core.DoubleVector
 
DoubleVector(DoubleVector) - Constructor for class org.apache.samoa.core.DoubleVector
 
DoubleVector - Class in org.apache.samoa.moa.core
Vector of double numbers with some utilities.
DoubleVector() - Constructor for class org.apache.samoa.moa.core.DoubleVector
 
DoubleVector(double[]) - Constructor for class org.apache.samoa.moa.core.DoubleVector
 
DoubleVector(DoubleVector) - Constructor for class org.apache.samoa.moa.core.DoubleVector
 
driftDetectionMethodOption - Variable in class org.apache.samoa.learners.classifiers.ensemble.AdaptiveBagging
 
DriftDetectionOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
DriftDetectionOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
DriftDetectionOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
dumpFile(File) - Method in class org.apache.samoa.evaluation.ClusteringEvaluatorProcessor.Builder
 
dumpFile(File) - Method in class org.apache.samoa.evaluation.EvaluatorProcessor.Builder
 
dumpFileOption - Variable in class org.apache.samoa.tasks.ClusteringEvaluation
 
dumpFileOption - Variable in class org.apache.samoa.tasks.PrequentialEvaluation
 

E

EDDM - Class in org.apache.samoa.moa.classifiers.core.driftdetection
Drift detection method based in EDDM method of Manuel Baena et al.
EDDM() - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.EDDM
 
elementAt(int) - Method in class org.apache.samoa.moa.core.FastVector
Returns the element at the given position.
enableClassMerge - Variable in class org.apache.samoa.evaluation.measures.CMM
enable/disable class merge (main feature of ground truth analysis)
enableModelError - Variable in class org.apache.samoa.evaluation.measures.CMM
enable/disable model error when enabled errors that are caused by the underling cluster model will not be counted
ensembleSizeOption - Variable in class org.apache.samoa.learners.classifiers.ensemble.AdaptiveBagging
The ensemble size option.
ensembleSizeOption - Variable in class org.apache.samoa.learners.classifiers.ensemble.Bagging
The ensemble size option.
ensembleSizeOption - Variable in class org.apache.samoa.learners.classifiers.ensemble.Boosting
The ensemble size option.
ENTRANCE_INPUT_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
ENTRANCE_OUTPUT_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
EntranceProcessingItem - Interface in org.apache.samoa.topology
Entrance processing item interface.
EntranceProcessor - Interface in org.apache.samoa.core
An EntranceProcessor is a specific kind of processor dedicated to providing events to inject in the topology.
EntropyCollection - Class in org.apache.samoa.evaluation.measures
 
EntropyCollection() - Constructor for class org.apache.samoa.evaluation.measures.EntropyCollection
 
entryToString(int) - Method in class org.apache.samoa.moa.evaluation.LearningCurve
 
env - Static variable in class org.apache.samoa.flink.topology.impl.FlinkTopology
 
eq(double, double) - Static method in class org.apache.samoa.moa.core.Utils
Tests if a is equal to b.
equals(Object) - Method in class org.apache.samoa.core.DoubleVector
 
errorFunction(double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns the error function of the normal distribution.
errorFunctionComplemented(double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns the complementary Error function of the normal distribution.
ErrorWeightedVote - Interface in org.apache.samoa.moa.classifiers.rules.core.voting
ErrorWeightedVote interface for weighted votes based on estimates of errors.
estimatedRemainingInstances() - Method in class org.apache.samoa.moa.streams.ArffFileStream
 
estimatedRemainingInstances() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
estimatedRemainingInstances() - Method in interface org.apache.samoa.moa.streams.ExampleStream
Gets the estimated number of remaining instances in this stream
estimatedRemainingInstances() - Method in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
estimatedRemainingInstances() - Method in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
estimatedRemainingInstances() - Method in class org.apache.samoa.streams.FileStream
 
estimatedWeight_LessThan_EqualTo_GreaterThan_Value(double) - Method in class org.apache.samoa.moa.core.GaussianEstimator
 
Estimator(int) - Constructor for class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator.Estimator
 
evalTask - Variable in class org.apache.samoa.topology.impl.S4DoTask
 
evaluate(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleSplitNode
 
evaluate(Instance) - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
evaluate(Instance) - Method in interface org.apache.samoa.moa.classifiers.rules.core.Predicate
 
evaluateClustering(Clustering, Clustering, ArrayList<DataPoint>) - Method in class org.apache.samoa.evaluation.measures.CMM
 
evaluateClustering(Clustering, Clustering, ArrayList<DataPoint>) - Method in class org.apache.samoa.evaluation.measures.EntropyCollection
 
evaluateClustering(Clustering, Clustering, ArrayList<DataPoint>) - Method in class org.apache.samoa.evaluation.measures.F1
 
evaluateClustering(Clustering, Clustering, ArrayList<DataPoint>) - Method in class org.apache.samoa.evaluation.measures.General
 
evaluateClustering(Clustering, Clustering, ArrayList<DataPoint>) - Method in class org.apache.samoa.evaluation.measures.SilhouetteCoefficient
 
evaluateClustering(Clustering, Clustering, ArrayList<DataPoint>) - Method in class org.apache.samoa.evaluation.measures.SSQ
 
evaluateClustering(Clustering, Clustering, ArrayList<DataPoint>) - Method in class org.apache.samoa.evaluation.measures.StatisticalCollection
 
evaluateClusteringPerformance(Clustering, Clustering, ArrayList<DataPoint>) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
evaluateClusteringSamoa(Clustering, Clustering, ArrayList<Instance>) - Method in class org.apache.samoa.evaluation.measures.Separation
 
evaluateClusteringSamoa(Clustering, Clustering, ArrayList<Instance>) - Method in class org.apache.samoa.evaluation.measures.SSQ
 
evaluateMicroClusteringOption - Variable in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
evaluationFrequencyOption - Variable in class org.apache.samoa.moa.streams.clustering.ClusteringStream
 
evaluationNameOption - Variable in class org.apache.samoa.examples.HelloWorldTask
 
evaluationNameOption - Variable in class org.apache.samoa.tasks.ClusteringEvaluation
 
evaluationNameOption - Variable in class org.apache.samoa.tasks.PrequentialEvaluation
 
evaluatorOption - Variable in class org.apache.samoa.tasks.PrequentialEvaluation
 
EvaluatorProcessor - Class in org.apache.samoa.evaluation
 
EvaluatorProcessor.Builder - Class in org.apache.samoa.evaluation
 
eventDeleteCreateOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
eventFrequencyOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
eventMergeSplitOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
EWMAChartDM - Class in org.apache.samoa.moa.classifiers.core.driftdetection
Drift detection method based in EWMA Charts of Ross, Adams, Tasoulis and Hand 2012
EWMAChartDM() - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.EWMAChartDM
 
Example<T> - Interface in org.apache.samoa.moa.core
 
ExampleStream<E extends Example> - Interface in org.apache.samoa.moa.streams
Interface representing a data stream of examples.

F

F1 - Class in org.apache.samoa.evaluation.measures
 
F1() - Constructor for class org.apache.samoa.evaluation.measures.F1
 
fadingErrorFactorOption - Variable in class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
FastVector<E> - Class in org.apache.samoa.moa.core
Simple extension of ArrayList.
FastVector() - Constructor for class org.apache.samoa.moa.core.FastVector
 
FILE_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
FILE_PREFIX_STRING - Static variable in class org.apache.samoa.moa.options.AbstractClassOption
The prefix text to use to indicate file.
FileStream - Class in org.apache.samoa.streams
InstanceStream for files (Abstract class: subclass this class for different file formats)
FileStream() - Constructor for class org.apache.samoa.streams.FileStream
 
FileStreamSource - Interface in org.apache.samoa.streams.fs
An interface for FileStream's source (Local FS, HDFS,...)
FILESYSTEM_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
FIMTDDNumericAttributeClassLimitObserver - Class in org.apache.samoa.moa.classifiers.rules.core.attributeclassobservers
 
FIMTDDNumericAttributeClassLimitObserver() - Constructor for class org.apache.samoa.moa.classifiers.rules.core.attributeclassobservers.FIMTDDNumericAttributeClassLimitObserver
 
FIMTDDNumericAttributeClassObserver - Class in org.apache.samoa.moa.classifiers.core.attributeclassobservers
 
FIMTDDNumericAttributeClassObserver() - Constructor for class org.apache.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver
 
findClassesOfType(String, Class<?>) - Static method in class org.apache.samoa.moa.core.AutoClassDiscovery
 
findClassNames(String) - Static method in class org.apache.samoa.moa.core.AutoClassDiscovery
 
findMaxDelta() - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
firstLeafLevelOption - Variable in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
FlinkComponent - Interface in org.apache.samoa.flink.topology.impl
Common interface of FlinkEntranceProcessingItem and FlinkProcessingItem
FlinkComponentFactory - Class in org.apache.samoa.flink.topology.impl
An implementation of SAMOA's ComponentFactory for Apache Flink
FlinkComponentFactory(StreamExecutionEnvironment) - Constructor for class org.apache.samoa.flink.topology.impl.FlinkComponentFactory
 
FlinkDoTask - Class in org.apache.samoa.flink
Main class to run a SAMOA on Apache Flink
FlinkDoTask() - Constructor for class org.apache.samoa.flink.FlinkDoTask
 
FlinkEntranceProcessingItem - Class in org.apache.samoa.flink.topology.impl
 
FlinkEntranceProcessingItem(StreamExecutionEnvironment, EntranceProcessor) - Constructor for class org.apache.samoa.flink.topology.impl.FlinkEntranceProcessingItem
 
FlinkProcessingItem - Class in org.apache.samoa.flink.topology.impl
 
FlinkProcessingItem(StreamExecutionEnvironment, Processor) - Constructor for class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
FlinkProcessingItem(StreamExecutionEnvironment, Processor, int) - Constructor for class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
FlinkProcessingItem(StreamExecutionEnvironment, FlinkProcessingItem.SamoaDelegateFunction, Processor, int) - Constructor for class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
FlinkStream - Class in org.apache.samoa.flink.topology.impl
A stream for SAMOA based on Apache Flink's DataStream
FlinkStream(FlinkComponent) - Constructor for class org.apache.samoa.flink.topology.impl.FlinkStream
 
FlinkTopology - Class in org.apache.samoa.flink.topology.impl
A SAMOA topology on Apache Flink A Samoa-Flink Streaming Topology is DAG of ProcessingItems encapsulated within custom operators.
FlinkTopology(String, StreamExecutionEnvironment) - Constructor for class org.apache.samoa.flink.topology.impl.FlinkTopology
 
forName(Class<?>, String, String[]) - Static method in class org.apache.samoa.moa.core.Utils
Creates a new instance of an object given it's class name and (optional) arguments to pass to it's setOptions method.
FProbability(double, int, int) - Static method in class org.apache.samoa.moa.core.Statistics
Computes probability of F-ratio.
frequency(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor.Builder
 
fromBytes(byte[]) - Method in class org.apache.samoa.utils.SamzaKryoSerdeFactory.SamzaKryoSerde
 

G

gamma(double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns the Gamma function of the argument.
GaussianEstimator - Class in org.apache.samoa.moa.core
Gaussian incremental estimator that uses incremental method that is more resistant to floating point imprecision.
GaussianEstimator() - Constructor for class org.apache.samoa.moa.core.GaussianEstimator
 
gaussianMeans(Clustering, Clustering) - Static method in class org.apache.samoa.moa.clusterers.KMeans
 
GaussianNumericAttributeClassObserver - Class in org.apache.samoa.moa.classifiers.core.attributeclassobservers
Class for observing the class data distribution for a numeric attribute using gaussian estimators.
GaussianNumericAttributeClassObserver() - Constructor for class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
General - Class in org.apache.samoa.evaluation.measures
 
General() - Constructor for class org.apache.samoa.evaluation.measures.General
 
GeometricMovingAverageDM - Class in org.apache.samoa.moa.classifiers.core.driftdetection
Drift detection method based in Geometric Moving Average Test
GeometricMovingAverageDM() - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.GeometricMovingAverageDM
 
get(int) - Method in class org.apache.samoa.moa.cluster.Clustering
remove a cluster from the clustering
get(int) - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
getACopy() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleSplitNode
 
getACopy() - Method in interface org.apache.samoa.moa.classifiers.rules.core.voting.ErrorWeightedVote
 
getACopy() - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.InverseErrorWeightedVote
 
getACopy() - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.UniformWeightedVote
 
getACopy() - Method in class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyFading
 
getACopy() - Method in class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyTest
 
getAdmin(String, Config) - Method in class org.apache.samoa.topology.impl.SamoaSystemFactory
 
getAllValues(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getArrayClass(Class) - Static method in class org.apache.samoa.moa.core.Utils
Returns the basic class of an array class (handles multi-dimensional arrays).
getArrayCopy() - Method in class org.apache.samoa.core.DoubleVector
 
getArrayCopy() - Method in class org.apache.samoa.moa.core.DoubleVector
 
getArrayDimensions(Class) - Static method in class org.apache.samoa.moa.core.Utils
Returns the dimensions of the given array.
getArrayDimensions(Object) - Static method in class org.apache.samoa.moa.core.Utils
Returns the dimensions of the given array.
getArrayRef() - Method in class org.apache.samoa.core.DoubleVector
 
getArrayRef() - Method in class org.apache.samoa.moa.core.DoubleVector
 
getAttributeNameString(InstancesHeader, int) - Static method in class org.apache.samoa.instances.InstancesHeader
 
getAttributeNameString(int) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
Gets the name of an attribute from the header.
getAttributeNameString(int) - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getAttributeObservers() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
getAttributeValues() - Method in class org.apache.samoa.instances.Attribute
 
getAttributeValues() - Method in class org.apache.samoa.instances.SparseInstanceData
 
getAttsTestDependsOn() - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalTest
Returns an array with the attributes that the test depends on.
getAttsTestDependsOn() - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeBinaryTest
 
getAttsTestDependsOn() - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeMultiwayTest
 
getAttsTestDependsOn() - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NumericAttributeBinaryTest
 
getAttsTestDependsOn() - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
getBatchSize() - Method in class org.apache.samoa.topology.AbstractStream
Get suggested batch size
getBestEvaluatedSplitSuggestion(SplitCriterion, double[], int, boolean) - Method in interface org.apache.samoa.moa.classifiers.core.attributeclassobservers.AttributeClassObserver
Gets the best split suggestion given a criterion and a class distribution
getBestEvaluatedSplitSuggestion(SplitCriterion, double[], int, boolean) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver
 
getBestEvaluatedSplitSuggestion(SplitCriterion, double[], int, boolean) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression
 
getBestEvaluatedSplitSuggestion(SplitCriterion, double[], int, boolean) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver
 
getBestEvaluatedSplitSuggestion(SplitCriterion, double[], int, boolean) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
getBestEvaluatedSplitSuggestion(SplitCriterion, double[], int, boolean) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver
 
getBestEvaluatedSplitSuggestion(SplitCriterion, double[], int, boolean) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
getBestEvaluatedSplitSuggestion(SplitCriterion, double[], int, boolean) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NullAttributeClassObserver
 
getBestEvaluatedSplitSuggestion(SplitCriterion, double[], int, boolean) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver
 
getBestSplitSuggestions(SplitCriterion) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
getBestSuggestion() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
getBucketsUsed() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getBuilder() - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
 
getBytesRead() - Method in class org.apache.samoa.moa.core.InputStreamProgressMonitor
 
getBytesRemaining() - Method in class org.apache.samoa.moa.core.InputStreamProgressMonitor
 
getCenter() - Method in class org.apache.samoa.moa.cluster.CFCluster
 
getCenter() - Method in class org.apache.samoa.moa.cluster.Cluster
 
getCenter() - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
getCenter() - Method in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
 
getCenterDistance(Instance) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
getCenterDistance(SphereCluster) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
getCF() - Method in class org.apache.samoa.moa.cluster.CFCluster
 
getCF() - Method in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
 
getChange() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
Gets whether there is change detected.
getChange() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getChange() - Method in interface org.apache.samoa.moa.classifiers.core.driftdetection.ChangeDetector
Gets whether there is change detected.
getChangeDetector() - Method in interface org.apache.samoa.learners.AdaptiveLearner
Gets the change detector item.
getChangeDetector() - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
 
getChangeDetector() - Method in class org.apache.samoa.learners.classifiers.SingleClassifier
 
getChangeDetector() - Method in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
getCircleIds() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
getCircles(List<Integer>[]) - Method in class org.apache.samoa.flink.helpers.CircleDetection
 
getClassDistribution(int) - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getClassDistributionByLabel(int) - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getClassDistsResultingFromBinarySplit(double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
getClassDistsResultingFromBinarySplit(double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver
 
getClassDistsResultingFromBinarySplit(int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
getClassDistsResultingFromMultiwaySplit(int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
getClassId() - Method in class org.apache.samoa.learners.InstanceContentEvent
Gets the class id.
getClassId() - Method in class org.apache.samoa.learners.ResultContentEvent
Gets the class id.
getClassifierIndex() - Method in class org.apache.samoa.learners.InstanceContentEvent
Gets the classifier index.
getClassifierIndex() - Method in class org.apache.samoa.learners.InstancesContentEvent
Gets the classifier index.
getClassifierIndex() - Method in class org.apache.samoa.learners.ResultContentEvent
Gets the classifier index.
getClassLabelString(InstancesHeader, int) - Static method in class org.apache.samoa.instances.InstancesHeader
 
getClassLabelString(int) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
Gets the name of a label of the class from the header.
getClassLabelString(int) - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getClassNameString(InstancesHeader) - Static method in class org.apache.samoa.instances.InstancesHeader
 
getClassNameString() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
Gets the name of the attribute of the class from the header.
getClassNameString() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getClassSeparability() - Method in class org.apache.samoa.evaluation.measures.CMM_GTAnalysis
Calculates how well the original clusters are separable.
getClassSum(int) - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getClassSumByLabel(int) - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getClassVotes() - Method in class org.apache.samoa.learners.ResultContentEvent
Gets the class votes.
getCLICreationString(Class<?>) - Method in class org.apache.samoa.moa.options.AbstractOptionHandler
 
getCLICreationString(Class<?>) - Method in interface org.apache.samoa.moa.options.OptionHandler
Gets the Command Line Interface text to create the object
getClock() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getClusterClassWeight(int, int) - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getClusterClassWeightByLabel(int, int) - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getClustering() - Method in class org.apache.samoa.evaluation.ClusteringResultContentEvent
 
getClustering() - Method in class org.apache.samoa.moa.cluster.Clustering
 
getClusteringCopy() - Method in class org.apache.samoa.moa.cluster.Clustering
 
getClusteringResult() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
getClusteringResult() - Method in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
getClusteringResult() - Method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
getClusteringResult() - Method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
getClusteringResult(Clustering) - Method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
getClusterSum(int) - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getCollector() - Method in class org.apache.samoa.topology.impl.SamzaStream
 
getComponentId() - Method in interface org.apache.samoa.flink.topology.impl.FlinkComponent
A unique component id
getComponentId() - Method in class org.apache.samoa.flink.topology.impl.FlinkEntranceProcessingItem
 
getComponentId() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
getComponentId() - Method in class org.apache.samoa.flink.topology.impl.FlinkStream
 
getConsumer(String, Config, MetricsRegistry) - Method in class org.apache.samoa.topology.impl.SamoaSystemFactory
 
getContentEvent() - Method in class org.apache.samoa.topology.impl.S4Event
Gets the content event.
getContentEvent() - Method in class org.apache.samoa.topology.impl.ThreadsEventRunnable
 
getCountBelow(double) - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
getCumulativeSum() - Method in class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyTest
 
getCurrentActivityDescription() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
getCurrentActivityDescription() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Gets the description of the current activity.
getCurrentActivityFractionComplete() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
getCurrentActivityFractionComplete() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Gets the percentage done of the current activity
getCurrentError() - Method in class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
getCurrentError() - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
getCurrentError() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getCurrentError() - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
getCurrentInputStream() - Method in interface org.apache.samoa.streams.fs.FileStreamSource
Retrieve InputStream for current file.
getCurrentInputStream() - Method in class org.apache.samoa.streams.fs.HDFSFileStreamSource
 
getCurrentInputStream() - Method in class org.apache.samoa.streams.fs.LocalFileStreamSource
 
getData() - Method in interface org.apache.samoa.moa.core.Example
 
getData() - Method in class org.apache.samoa.moa.core.InstanceExample
 
getDataset() - Method in class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
 
getDataset() - Method in interface org.apache.samoa.learners.clusterers.LocalClustererAdapter
 
getDataset() - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
getDataset() - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
getDataset() - Method in class org.apache.samoa.streams.StreamSourceProcessor
Gets the dataset.
getDecayHorizon() - Method in class org.apache.samoa.moa.streams.clustering.ClusteringStream
 
getDecayThreshold() - Method in class org.apache.samoa.moa.streams.clustering.ClusteringStream
 
getDefaultCLIString() - Method in class org.apache.samoa.moa.options.AbstractClassOption
 
getDefaultRuleStream() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
getDelay() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
Gets the length of the delay in the change detected.
getDelay() - Method in interface org.apache.samoa.moa.classifiers.core.driftdetection.ChangeDetector
Gets the length of the delay in the change detected.
getDescription(StringBuilder, int) - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
MOA GUI output
getDescription(StringBuilder, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.NonLearningRule
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.PassiveRule
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NullAttributeClassObserver
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.AttributeSplitSuggestion
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeBinaryTest
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeMultiwayTest
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NumericAttributeBinaryTest
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
Returns a string representation of the model.
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWINChangeDetector
 
getDescription(StringBuilder, int) - Method in interface org.apache.samoa.moa.classifiers.core.driftdetection.ChangeDetector
Returns a string representation of the model.
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.CusumDM
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.DDM
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.EDDM
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.EWMAChartDM
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.GeometricMovingAverageDM
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.PageHinkleyDM
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.splitcriteria.GiniSplitCriterion
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.core.splitcriteria.VarianceReductionSplitCriterion
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.InverseErrorWeightedVote
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.UniformWeightedVote
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.cluster.Cluster
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.cluster.Clustering
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.core.DoubleVector
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.core.GaussianEstimator
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.core.Measurement
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.evaluation.LearningCurve
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.evaluation.LearningEvaluation
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getDescription(StringBuilder, int) - Method in interface org.apache.samoa.moa.MOAObject
Returns a string representation of this object.
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.streams.ArffFileStream
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
TOOLS
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.streams.ArffFileStream
 
getDescription(StringBuilder) - Method in class org.apache.samoa.tasks.ClusteringEvaluation
 
getDescription(StringBuilder, int) - Method in class org.apache.samoa.tasks.PrequentialEvaluation
 
getDestinations() - Method in class org.apache.samoa.topology.impl.ThreadsStream
 
getDetect() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getDistance(DataPoint) - Method in class org.apache.samoa.moa.core.DataPoint
 
getDistanceVector(Instance) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
getDistanceVector(SphereCluster) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
getEngine() - Static method in class org.apache.samoa.topology.impl.SamzaEngine
 
getEnsembleSize() - Method in class org.apache.samoa.learners.classifiers.ensemble.BaggingDistributorProcessor
 
getEnsembleSize() - Method in class org.apache.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor
Gets the size ensemble.
getEntranceProcessingItems() - Method in class org.apache.samoa.topology.AbstractTopology
Gets entrance processing items in the topology
getEnvironment() - Method in class org.apache.samoa.flink.topology.impl.FlinkTopology
 
getEstimation() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
Gets the prediction of next values.
getEstimation() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getEstimation() - Method in interface org.apache.samoa.moa.classifiers.core.driftdetection.ChangeDetector
Gets the prediction of next values.
getEstimator(int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
getEstimatorInfo() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getEvaluationFrequency() - Method in class org.apache.samoa.moa.streams.clustering.ClusteringStream
 
getEvaluationIndex() - Method in class org.apache.samoa.learners.InstanceContentEvent
Gets the evaluation index.
getEvaluationIndex() - Method in class org.apache.samoa.learners.InstancesContentEvent
Gets the evaluation index.
getEvaluationIndex() - Method in class org.apache.samoa.learners.ResultContentEvent
Gets the evaluation index.
getEvaluationStream() - Method in class org.apache.samoa.learners.clusterers.simple.ClusteringDistributorProcessor
 
getEventType(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getFactory() - Method in class org.apache.samoa.topology.impl.S4DoTask
Gets the factory.
getFilter(String) - Static method in class org.apache.samoa.flink.helpers.Utils
 
getFlag(char, String[]) - Static method in class org.apache.samoa.moa.core.Utils
Checks if the given array contains the flag "-Char".
getFlag(String, String[]) - Static method in class org.apache.samoa.moa.core.Utils
Checks if the given array contains the flag "-String".
getFractionCorrectlyClassified() - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
getFractionCorrectlyClassified() - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
getFractionIncorrectlyClassified() - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
getFractionIncorrectlyClassified() - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
getGeneratingClusters() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
getGroundTruth() - Method in class org.apache.samoa.moa.cluster.Cluster
 
getGroundTruthSamplingFrequency() - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
getHadoopConfigHome() - Static method in class org.apache.samoa.utils.SystemsUtils
 
getHDFSNameNodeUri() - Static method in class org.apache.samoa.utils.SystemsUtils
 
getHeader() - Method in class org.apache.samoa.moa.streams.ArffFileStream
 
getHeader() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
getHeader() - Method in interface org.apache.samoa.moa.streams.ExampleStream
Gets the header of this stream.
getHeader() - Method in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
getHeader() - Method in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
getHeader() - Method in class org.apache.samoa.streams.FileStream
 
getHelloWorldData() - Method in class org.apache.samoa.examples.HelloWorldContentEvent
 
getHullDistance(SphereCluster) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
getId() - Method in class org.apache.samoa.moa.cluster.Cluster
 
getInclusionProbability(Instance) - Method in class org.apache.samoa.moa.cluster.CFCluster
 
getInclusionProbability(Instance) - Method in class org.apache.samoa.moa.cluster.Cluster
Returns the probability of the given point belonging to this cluster.
getInclusionProbability(Instance) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
getInclusionProbability(Instance) - Method in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
See interface Cluster
getIndexValues() - Method in class org.apache.samoa.instances.SparseInstanceData
 
getInfo() - Method in class org.apache.samoa.moa.cluster.Cluster
 
getInfo(int, int) - Method in class org.apache.samoa.moa.core.DataPoint
 
getInitalBuildTimestamp() - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getInputProcessor() - Method in class org.apache.samoa.learners.classifiers.ensemble.AdaptiveBagging
 
getInputProcessor() - Method in class org.apache.samoa.learners.classifiers.ensemble.Bagging
 
getInputProcessor() - Method in class org.apache.samoa.learners.classifiers.ensemble.Boosting
 
getInputProcessor() - Method in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
getInputProcessor() - Method in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
getInputProcessor() - Method in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
getInputProcessor() - Method in class org.apache.samoa.learners.classifiers.SingleClassifier
 
getInputProcessor() - Method in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
getInputProcessor() - Method in class org.apache.samoa.learners.clusterers.simple.DistributedClusterer
 
getInputProcessor() - Method in class org.apache.samoa.learners.clusterers.SingleLearner
 
getInputProcessor() - Method in interface org.apache.samoa.learners.Learner
Gets the input processing item.
getInputStreamBySourceID(int) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
getInputStreams() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
getInputStreams() - Method in class org.apache.samoa.topology.impl.SamzaProcessingItem
 
getInstance() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AssignmentContentEvent
 
getInstance() - Method in class org.apache.samoa.learners.clusterers.ClusteringContentEvent
 
getInstance() - Method in class org.apache.samoa.learners.InstanceContentEvent
Gets the single instance of InstanceEvent.
getInstance() - Method in class org.apache.samoa.learners.ResultContentEvent
Gets the single instance of ResultEvent.
getInstance(String) - Static method in class org.apache.samoa.utils.Utils
 
getInstanceIndex() - Method in class org.apache.samoa.learners.InstanceContentEvent
Gets the instance index.
getInstanceIndex() - Method in class org.apache.samoa.learners.InstancesContentEvent
Gets the instance index.
getInstanceIndex() - Method in class org.apache.samoa.learners.ResultContentEvent
Gets the instance index.
getInstances() - Method in class org.apache.samoa.learners.InstancesContentEvent
Gets the single instance of InstanceEvent.
getInstancesCount() - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
Gets the instances count.
getInstancesCount() - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
Gets the instances count.
getInstancesSeen() - Method in class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
getInstancesSeen() - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
getInstancesSeen() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getInStream() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
getKappaStatistic() - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
getKappaStatistic() - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
getKappaTemporalStatistic() - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
getKappaTemporalStatistic() - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
getKey() - Method in interface org.apache.samoa.core.ContentEvent
Gets the content event key.
getKey() - Method in class org.apache.samoa.evaluation.ClusteringEvaluationContentEvent
 
getKey() - Method in class org.apache.samoa.evaluation.ClusteringResultContentEvent
 
getKey() - Method in class org.apache.samoa.examples.HelloWorldContentEvent
 
getKey() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AssignmentContentEvent
 
getKey() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.PredicateContentEvent
 
getKey() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.RuleContentEvent
 
getKey() - Method in class org.apache.samoa.learners.classifiers.trees.AttributeContentEvent
 
getKey() - Method in class org.apache.samoa.learners.clusterers.ClusteringContentEvent
 
getKey(int) - Method in class org.apache.samoa.learners.InstanceContentEvent
 
getKey() - Method in class org.apache.samoa.learners.InstanceContentEvent
 
getKey(int) - Method in class org.apache.samoa.learners.InstancesContentEvent
 
getKey() - Method in class org.apache.samoa.learners.InstancesContentEvent
 
getKey(int) - Method in class org.apache.samoa.learners.ResultContentEvent
 
getKey() - Method in class org.apache.samoa.learners.ResultContentEvent
 
getKey() - Method in class org.apache.samoa.topology.impl.S4Event
 
getLastUpdatedRuleSplitNode() - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
 
getLastValue(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getLatestResultPreview() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
getLatestResultPreview() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Gets the current result to preview
getLearner() - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
Gets the learner.
getLearner() - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
Gets the learner.
getLearnerToUse(int) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getLearningNode() - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
 
getLearningNode() - Method in class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
getLearningNode() - Method in class org.apache.samoa.learners.classifiers.rules.common.PassiveRule
 
getLearningNode() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.PredicateContentEvent
 
getLowerQuartile(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getMapConfigsForTopology(SamzaTopology) - Method in class org.apache.samoa.utils.SamzaConfigFactory
Construct a list of MapConfigs for a Topology
getMapForEntrancePI(SamzaEntranceProcessingItem, String, String) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
getMapsForTopology(SamzaTopology) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
getMaxAttValsObserved() - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
getMaxInclusionProbability(Instance) - Method in class org.apache.samoa.moa.cluster.Clustering
 
getMaxNodes() - Method in class org.apache.samoa.moa.classifiers.rules.core.attributeclassobservers.FIMTDDNumericAttributeClassLimitObserver
 
getMaxNumInstances() - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
getMaxNumInstances() - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
getMaxValue(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getMean() - Method in class org.apache.samoa.moa.core.GaussianEstimator
 
getMean(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getMeanError() - Method in class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
getMeanRunningTime() - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getMeasurement(int, int) - Method in class org.apache.samoa.moa.evaluation.LearningCurve
 
getMeasurementName(int) - Method in class org.apache.samoa.moa.evaluation.LearningCurve
 
getMeasurementNamed(String, Measurement[]) - Static method in class org.apache.samoa.moa.core.Measurement
 
getMeasurements() - Method in class org.apache.samoa.moa.evaluation.LearningEvaluation
 
getMeasurementsDescription(Measurement[], StringBuilder, int) - Static method in class org.apache.samoa.moa.core.Measurement
 
getMeasureValue(String) - Method in class org.apache.samoa.moa.cluster.Cluster
 
getMeasureValue(String) - Method in class org.apache.samoa.moa.core.DataPoint
 
getMedian(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getMeritOfSplit(double[], double[][]) - Method in class org.apache.samoa.moa.classifiers.core.splitcriteria.GiniSplitCriterion
 
getMeritOfSplit(double[], double[][]) - Method in class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion
 
getMeritOfSplit(double[], double[][]) - Method in interface org.apache.samoa.moa.classifiers.core.splitcriteria.SplitCriterion
Computes the merit of splitting for a given ditribution before the split and after it.
getMeritOfSplit(double[], double[][]) - Method in class org.apache.samoa.moa.classifiers.core.splitcriteria.VarianceReductionSplitCriterion
 
getMeritOfSplit(double[], double[][]) - Method in class org.apache.samoa.moa.classifiers.rules.core.splitcriteria.SDRSplitCriterionAMRules
 
getMessage() - Method in class org.apache.samoa.moa.streams.clustering.ClusterEvent
 
getMicroClustering() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
getMicroClusteringResult() - Method in class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
 
getMicroClusteringResult() - Method in interface org.apache.samoa.learners.clusterers.LocalClustererAdapter
 
getMicroClusteringResult() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getMicroClusteringResult() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
getMicroClusteringResult() - Method in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
getMicroClusteringResult() - Method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
getMicroClusteringResult() - Method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
getMinimumValue() - Method in class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyTest
 
getMinValue(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getModel() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
getModel() - Method in interface org.apache.samoa.moa.learners.Learner
Gets the model if this learner.
getModelContext() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
getModelContext() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getModelContext() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
getModelContext() - Method in interface org.apache.samoa.moa.learners.Learner
Gets the reference to the header of the data stream.
getModelDescription(StringBuilder, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
getModelDescription(StringBuilder, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
getModelDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
Returns a string representation of the model.
getModelDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.classifiers.functions.MajorityClass
 
getModelDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getModelDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
getModelDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
getModelDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
getModelMeasurements() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
getModelMeasurements() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getModelMeasurements() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
getModelMeasurements() - Method in interface org.apache.samoa.moa.learners.Learner
Gets the current measurements of this learner.
getModelQuality() - Method in class org.apache.samoa.evaluation.measures.CMM_GTAnalysis
Calculates the relative number of errors being caused by the underlying cluster model
getN() - Method in class org.apache.samoa.moa.cluster.CFCluster
 
getName() - Method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
getName() - Method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
getName() - Method in class org.apache.samoa.moa.core.Measurement
 
getName(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getName() - Method in class org.apache.samoa.topology.AbstractEntranceProcessingItem
Get the name (or ID) of this EntranceProcessingItem
getName() - Method in class org.apache.samoa.topology.AbstractProcessingItem
Get the name (or ID) of this ProcessingItem
getName() - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
 
getName() - Method in interface org.apache.samoa.topology.impl.SamzaProcessingNode
Gets the name/id of this processing item
getNames() - Method in class org.apache.samoa.evaluation.measures.SilhouetteCoefficient
 
getNames() - Method in class org.apache.samoa.evaluation.measures.SSQ
 
getNextInputStream() - Method in interface org.apache.samoa.streams.fs.FileStreamSource
Retrieve InputStream for next file.
getNextInputStream() - Method in class org.apache.samoa.streams.fs.HDFSFileStreamSource
 
getNextInputStream() - Method in class org.apache.samoa.streams.fs.LocalFileStreamSource
 
getNodeList() - Method in class org.apache.samoa.learners.classifiers.rules.common.Rule
 
getNodeStatistics() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getNoiseLabel() - Method in class org.apache.samoa.moa.core.DataPoint
 
getNoiseSeparability() - Method in class org.apache.samoa.evaluation.measures.CMM_GTAnalysis
Calculates how well noise is separable from the given clusters Small values indicate bad separability, values close to 1 indicate good separability
getNominalValueString(InstancesHeader, int, int) - Static method in class org.apache.samoa.instances.InstancesHeader
 
getNominalValueString(int, int) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
Gets the name of a value of an attribute from the header.
getNominalValueString(int, int) - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getNonEntranceProcessingItems() - Method in class org.apache.samoa.topology.impl.SamzaTopology
 
getNormalizedPrediction(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getNullString() - Method in class org.apache.samoa.moa.options.AbstractClassOption
Gets the null string of this option.
getNumberAttributes() - Method in class org.apache.samoa.instances.SparseInstanceData
 
getNumberDetections() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getNumberOfThreads() - Static method in class org.apache.samoa.topology.impl.ThreadsEngine
 
getNumberOfValues(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getNumberVotes() - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.AbstractErrorWeightedVote
 
getNumberVotes() - Method in interface org.apache.samoa.moa.classifiers.rules.core.voting.ErrorWeightedVote
The number of votes added so far.
getNumBytesWritten() - Method in class org.apache.samoa.moa.core.SerializeUtils.ByteCountingOutputStream
 
getNumClasses() - Method in class org.apache.samoa.learners.ResultContentEvent
Gets the num classes.
getNumClasses() - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getNumericValueString(InstancesHeader, int, double) - Static method in class org.apache.samoa.instances.InstancesHeader
 
getNumMeasures() - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getObjectNamed(String) - Method in interface org.apache.samoa.moa.core.ObjectRepository
 
getOption(char, String[]) - Static method in class org.apache.samoa.moa.core.Utils
Gets an option indicated by a flag "-Char" from the given array of strings.
getOption(String, String[]) - Static method in class org.apache.samoa.moa.core.Utils
Gets an option indicated by a flag "-String" from the given array of strings.
getOptionPos(char, String[]) - Static method in class org.apache.samoa.moa.core.Utils
Gets the index of an option or flag indicated by a flag "-Char" from the given array of strings.
getOptionPos(String, String[]) - Static method in class org.apache.samoa.moa.core.Utils
Gets the index of an option or flag indicated by a flag "-String" from the given array of strings.
getOptions() - Method in class org.apache.samoa.moa.options.AbstractOptionHandler
 
getOptions() - Method in interface org.apache.samoa.moa.options.OptionHandler
Gets the options of this object
getOrderingMeasurementName() - Method in class org.apache.samoa.moa.evaluation.LearningCurve
 
getOutput() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
Gets the output state of the change detection.
getOutput() - Method in interface org.apache.samoa.moa.classifiers.core.driftdetection.ChangeDetector
Gets the output state of the change detection.
getOutputStream() - Method in class org.apache.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor
Gets the output stream.
getOutputStream() - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
Gets the output stream.
getOutputStream() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor
 
getOutputStream() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor
 
getOutputStream() - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
Gets the output stream.
getOutputStream() - Method in class org.apache.samoa.learners.clusterers.simple.ClusteringDistributorProcessor
 
getOutputStream() - Method in class org.apache.samoa.topology.AbstractEntranceProcessingItem
Get the output stream of this EntranceProcessingItem.
getOutputStreams() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
getOutputStreams() - Method in class org.apache.samoa.learners.classifiers.ensemble.BaggingDistributorProcessor
 
getOutputStreams() - Method in class org.apache.samoa.topology.impl.SamzaProcessingItem
 
getOutStream() - Method in interface org.apache.samoa.flink.topology.impl.FlinkComponent
The wrapped Flink DataStream generated by this Flink component.
getOutStream() - Method in class org.apache.samoa.flink.topology.impl.FlinkEntranceProcessingItem
 
getOutStream() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
getOutStream() - Method in class org.apache.samoa.flink.topology.impl.FlinkStream
 
getParalellismLevel() - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
Gets processing item paralellism level.
getParallelism() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
getParallelism() - Method in class org.apache.samoa.topology.AbstractProcessingItem
Get the parallelism factor of this ProcessingItem
getParallelism() - Method in class org.apache.samoa.topology.impl.S4EntranceProcessingItem
 
getParallelism() - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
 
getParallelism() - Method in class org.apache.samoa.topology.impl.S4Stream
 
getParallelism() - Method in class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
getParallelism() - Method in interface org.apache.samoa.topology.ProcessingItem
Gets processing item parallelism level.
getParallelism() - Method in class org.apache.samoa.utils.StreamDestination
 
getParameterString() - Method in class org.apache.samoa.evaluation.measures.CMM
 
getParameterString() - Method in class org.apache.samoa.evaluation.measures.CMM_GTAnalysis
String with main CMM parameters
getParameterString() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
getPartitioningScheme() - Method in class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
getPartitioningScheme() - Method in class org.apache.samoa.utils.StreamDestination
 
getPerceptron() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getPerformanceMeasurements() - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
getPerformanceMeasurements() - Method in class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
getPerformanceMeasurements() - Method in interface org.apache.samoa.evaluation.PerformanceEvaluator
Gets the current measurements monitored by this evaluator.
getPerformanceMeasurements() - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
getPerformanceMeasurements() - Method in interface org.apache.samoa.moa.evaluation.LearningPerformanceEvaluator
Gets the current measurements monitored by this evaluator.
getPrediction(Instance, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
getPrediction(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
getPrediction(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getPrediction(Instance, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getPreMaterializedObject() - Method in class org.apache.samoa.moa.options.AbstractClassOption
Returns the current object.
getPreparedClassOption(ClassOption) - Method in class org.apache.samoa.moa.options.OptionsHandler
Gets a prepared option of this class.
getProcessingItem(Processor) - Method in class org.apache.samoa.topology.TopologyBuilder
 
getProcessingItem() - Method in class org.apache.samoa.utils.StreamDestination
 
getProcessingItemInstances() - Method in class org.apache.samoa.topology.impl.ThreadsProcessingItem
 
getProcessingItems() - Method in class org.apache.samoa.topology.AbstractTopology
Gets processing items in the topology (including entrance processing items)
getProcessor() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
getProcessor() - Method in class org.apache.samoa.topology.AbstractEntranceProcessingItem
Get the EntranceProcessor of this EntranceProcessingItem.
getProcessor() - Method in class org.apache.samoa.topology.AbstractProcessingItem
Get the processor of this ProcessingItem
getProcessor() - Method in interface org.apache.samoa.topology.EntranceProcessingItem
 
getProcessor() - Method in class org.apache.samoa.topology.impl.S4EntranceProcessingItem
 
getProcessor() - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
 
getProcessor() - Method in class org.apache.samoa.topology.impl.ThreadsProcessingItemInstance
 
getProcessor() - Method in interface org.apache.samoa.topology.IProcessingItem
Gets the processing item processor.
getProducer(String, Config, MetricsRegistry) - Method in class org.apache.samoa.topology.impl.SamoaSystemFactory
 
getProgressFraction() - Method in class org.apache.samoa.moa.core.InputStreamProgressMonitor
 
getPropotionBelow(double) - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
getPurposeString() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
getPurposeString() - Method in class org.apache.samoa.moa.classifiers.functions.MajorityClass
 
getPurposeString() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getPurposeString() - Method in class org.apache.samoa.moa.options.AbstractOptionHandler
Dictionary with option texts and objects
getPurposeString() - Method in interface org.apache.samoa.moa.options.OptionHandler
Gets the purpose of this object
getPurposeString() - Method in class org.apache.samoa.moa.streams.ArffFileStream
 
getPurposeString() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
getPurposeString() - Method in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
getPurposeString() - Method in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
getQuantile(double) - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
getRadius() - Method in class org.apache.samoa.moa.cluster.CFCluster
See interface Cluster
getRadius() - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
getRadius() - Method in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
 
getRangeOfMerit(double[]) - Method in class org.apache.samoa.moa.classifiers.core.splitcriteria.GiniSplitCriterion
 
getRangeOfMerit(double[]) - Method in class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion
 
getRangeOfMerit(double[]) - Method in interface org.apache.samoa.moa.classifiers.core.splitcriteria.SplitCriterion
Computes the range of splitting merit
getRangeOfMerit(double[]) - Method in class org.apache.samoa.moa.classifiers.core.splitcriteria.VarianceReductionSplitCriterion
 
getRangeOfMerit(double[]) - Method in class org.apache.samoa.moa.classifiers.rules.core.splitcriteria.SDRSplitCriterionAMRules
 
getRelationName() - Method in class org.apache.samoa.instances.InstanceInformation
 
getRelationName() - Method in class org.apache.samoa.instances.Instances
 
getRelevanceStamp() - Method in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
 
getRequiredType() - Method in class org.apache.samoa.moa.options.AbstractClassOption
Gets the class type of this option.
getResultStream() - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor
 
getResultStream() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor
 
getResultStream() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
getResultStream() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
getResultStreams() - Method in class org.apache.samoa.learners.classifiers.ensemble.AdaptiveBagging
 
getResultStreams() - Method in class org.apache.samoa.learners.classifiers.ensemble.Bagging
 
getResultStreams() - Method in class org.apache.samoa.learners.classifiers.ensemble.Boosting
 
getResultStreams() - Method in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
getResultStreams() - Method in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
getResultStreams() - Method in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
getResultStreams() - Method in class org.apache.samoa.learners.classifiers.SingleClassifier
 
getResultStreams() - Method in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
getResultStreams() - Method in class org.apache.samoa.learners.clusterers.simple.DistributedClusterer
 
getResultStreams() - Method in class org.apache.samoa.learners.clusterers.SingleLearner
 
getResultStreams() - Method in interface org.apache.samoa.learners.Learner
Gets the result streams
getRule() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.RuleContentEvent
 
getRuleNumberID() - Method in class org.apache.samoa.learners.classifiers.rules.common.Rule
 
getRuleNumberID() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AssignmentContentEvent
 
getRuleNumberID() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.PredicateContentEvent
 
getRuleNumberID() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.RuleContentEvent
 
getRuleSplitNode() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.PredicateContentEvent
 
getRuleStream() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor
 
getSampleFrequency() - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
 
getSamplingThreshold() - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
getSerde(String, Config) - Method in class org.apache.samoa.utils.SamzaKryoSerdeFactory
 
getSimplePrediction() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getSingleLineDescription(StringBuilder) - Method in class org.apache.samoa.core.DoubleVector
 
getSingleLineDescription(StringBuilder) - Method in class org.apache.samoa.moa.core.DoubleVector
 
getSingleLineDescription(StringBuilder, int) - Method in class org.apache.samoa.moa.core.DoubleVector
 
getSourceDelay() - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
getSourcePiId() - Method in class org.apache.samoa.flink.topology.impl.FlinkStream
 
getSourceProcessingItem() - Method in class org.apache.samoa.topology.AbstractStream
Get source processing item of this stream
getSplitIndex() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
getSplitPointSuggestions() - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
getSplitTest() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleSplitNode
 
getSplitValue() - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NumericAttributeBinaryTest
 
getSplitValue() - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
getSquareError() - Method in class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
getStackTraceString(Exception) - Static method in class org.apache.samoa.moa.core.MiscUtils
 
getStatisticsBranchSplit() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
getStatisticsNewRuleActiveLearningNode() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
getStatisticsOtherBranchSplit() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
getStatisticsStream() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
getStatisticsStream() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
getStdDev() - Method in class org.apache.samoa.moa.core.GaussianEstimator
 
getStormBuilder() - Method in class org.apache.samoa.topology.impl.StormTopology
 
getStream() - Method in class org.apache.samoa.streams.StreamSource
Gets the stream.
getStream() - Method in class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
getStreamId() - Method in class org.apache.samoa.flink.topology.impl.FlinkStream
 
getStreamId() - Method in class org.apache.samoa.topology.AbstractStream
Get name (ID) of this stream
getStreamId() - Method in interface org.apache.samoa.topology.Stream
Gets stream id.
getStreams() - Method in class org.apache.samoa.topology.AbstractTopology
Gets streams in the topology
getStreamSource() - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
getStreamSource() - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
getStreamSource() - Method in class org.apache.samoa.streams.StreamSourceProcessor
Gets the stream source.
getStructure() - Method in class org.apache.samoa.instances.ArffLoader
 
getSubClassifiers() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
getSubClassifiers() - Method in interface org.apache.samoa.moa.classifiers.Classifier
Gets the classifiers of this ensemble.
getSubClusterers() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
getSubClusterers() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
getSublearners() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
getSublearners() - Method in interface org.apache.samoa.moa.learners.Learner
Gets the learners of this ensemble.
getSuggestedCutpoints() - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
getSystem() - Method in class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
getSystemName() - Method in class org.apache.samoa.topology.impl.SamzaStream
 
getSystemStreams() - Method in class org.apache.samoa.topology.impl.SamzaStream
 
getTargetMean() - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
getTargetMeanError() - Method in class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
getTargetSquareError() - Method in class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
getTask() - Method in class org.apache.samoa.topology.impl.S4DoTask
Gets the task.
getTask(String) - Static method in class org.apache.samoa.topology.impl.StormSamoaUtils
 
getTaskResultType() - Method in interface org.apache.samoa.moa.tasks.Task
Gets the result type of this task.
getThreadIndex() - Method in class org.apache.samoa.topology.impl.ThreadsProcessingItemInstance
 
getThreadWithIndex(int) - Static method in class org.apache.samoa.topology.impl.ThreadsEngine
 
getTimestamp() - Method in class org.apache.samoa.moa.core.DataPoint
 
getTimestamp() - Method in class org.apache.samoa.moa.streams.clustering.ClusterEvent
 
getTopology() - Method in class org.apache.samoa.examples.HelloWorldTask
 
getTopology() - Method in class org.apache.samoa.tasks.ClusteringEvaluation
 
getTopology() - Method in class org.apache.samoa.tasks.PrequentialEvaluation
 
getTopology() - Method in interface org.apache.samoa.tasks.Task
Return the final topology object to be executed in the cluster
getTopologyName() - Method in class org.apache.samoa.topology.AbstractTopology
Gets the name of this topology
getTopologyName() - Method in interface org.apache.samoa.topology.Topology
Get the topology's name
getTotal() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getTotalCount() - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
getTotalEntries() - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
getTotalWeightObserved() - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
getTotalWeightObserved() - Method in class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
getTotalWeightObserved() - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
getTotalWeightObserved() - Method in class org.apache.samoa.moa.core.GaussianEstimator
 
getTrainingStream() - Method in class org.apache.samoa.learners.classifiers.ensemble.BoostingPredictionCombinerProcessor
Gets the training stream.
getType() - Method in class org.apache.samoa.moa.streams.clustering.ClusterEvent
 
getUpperQuartile(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getValue(int) - Method in class org.apache.samoa.moa.core.DoubleVector
 
getValue() - Method in class org.apache.samoa.moa.core.Measurement
 
getValue(int, int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
getValueAsCLIString() - Method in class org.apache.samoa.moa.options.AbstractClassOption
 
getValueAsCLIString() - Method in class org.apache.samoa.moa.options.ClassOption
 
getVariance() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getVariance() - Method in class org.apache.samoa.moa.core.GaussianEstimator
 
getVotesForInstance(Instance) - Method in interface org.apache.samoa.learners.classifiers.LocalLearner
Predicts the class memberships for a given instance.
getVotesForInstance(Instance) - Method in class org.apache.samoa.learners.classifiers.NaiveBayes
Predicts the class memberships for a given instance.
getVotesForInstance(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
getVotesForInstance(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
getVotesForInstance() - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
getVotesForInstance(Instance) - Method in class org.apache.samoa.learners.classifiers.SimpleClassifierAdapter
Predicts the class memberships for a given instance.
getVotesForInstance(Instance) - Method in class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
Predicts the class memberships for a given instance.
getVotesForInstance(Instance) - Method in interface org.apache.samoa.learners.clusterers.LocalClustererAdapter
Predicts the class memberships for a given instance.
getVotesForInstance(Example<Instance>) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
getVotesForInstance(Instance) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
getVotesForInstance(Instance) - Method in interface org.apache.samoa.moa.classifiers.Classifier
Predicts the class memberships for a given instance.
getVotesForInstance(Instance) - Method in class org.apache.samoa.moa.classifiers.functions.MajorityClass
 
getVotesForInstance(Instance) - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
getVotesForInstance(Instance) - Method in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
getVotesForInstance(Instance) - Method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
getVotesForInstance(Instance) - Method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
getVotesForInstance(E) - Method in interface org.apache.samoa.moa.learners.Learner
Predicts the class memberships for a given instance.
getWarning() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getWarningZone() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
Gets whether the change detector is in the warning zone, after a warning alert and before a change alert.
getWarningZone() - Method in interface org.apache.samoa.moa.classifiers.core.driftdetection.ChangeDetector
Gets whether the change detector is in the warning zone, after a warning alert and before a change alert.
getWeight() - Method in class org.apache.samoa.moa.cluster.CFCluster
See interface Cluster
getWeight() - Method in class org.apache.samoa.moa.cluster.Cluster
Returns the weight of this cluster, not neccessarily normalized.
getWeight() - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
getWeightedError() - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.AbstractErrorWeightedVote
 
getWeightedError() - Method in interface org.apache.samoa.moa.classifiers.rules.core.voting.ErrorWeightedVote
Returns the weighted error.
getWeights() - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
getWeights() - Method in class org.apache.samoa.moa.classifiers.rules.core.voting.AbstractErrorWeightedVote
 
getWeights() - Method in interface org.apache.samoa.moa.classifiers.rules.core.voting.ErrorWeightedVote
Return the weights error.
getWidth() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getWidthT() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
getWorkbenchInfoString() - Static method in class org.apache.samoa.core.Globals
 
getWorkerProcessingItem() - Method in class org.apache.samoa.topology.impl.ThreadsEventRunnable
 
getWorstError() - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
GiniSplitCriterion - Class in org.apache.samoa.moa.classifiers.core.splitcriteria
Class for computing splitting criteria using Gini with respect to distributions of class values.
GiniSplitCriterion() - Constructor for class org.apache.samoa.moa.classifiers.core.splitcriteria.GiniSplitCriterion
 
Globals - Class in org.apache.samoa.core
Class for storing global information about current version of SAMOA.
Globals() - Constructor for class org.apache.samoa.core.Globals
 
gr(double, double) - Static method in class org.apache.samoa.moa.core.Utils
Tests if a is greater than b.
gracePeriod(int) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
gracePeriod(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
gracePeriod(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor.Builder
 
gracePeriod(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
gracePeriod(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor.Builder
 
gracePeriodOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
gracePeriodOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
gracePeriodOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
gracePeriodOption - Variable in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
greaterThan - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression.Node
 
GreenwaldKhannaNumericAttributeClassObserver - Class in org.apache.samoa.moa.classifiers.core.attributeclassobservers
Class for observing the class data distribution for a numeric attribute using Greenwald and Khanna methodology.
GreenwaldKhannaNumericAttributeClassObserver() - Constructor for class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver
 
GreenwaldKhannaQuantileSummary - Class in org.apache.samoa.moa.core
Class for representing summaries of Greenwald and Khanna quantiles.
GreenwaldKhannaQuantileSummary(int) - Constructor for class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
grOrEq(double, double) - Static method in class org.apache.samoa.moa.core.Utils
Tests if a is greater or equal to b.
GROUP_BY_KEY - Static variable in class org.apache.samoa.topology.impl.S4Stream
 

H

hasEmptyConstructor(Class<?>) - Static method in class org.apache.samoa.moa.core.AutoClassDiscovery
 
hashCode() - Method in class org.apache.samoa.core.DoubleVector
 
hasMoreInstances() - Method in class org.apache.samoa.moa.streams.ArffFileStream
 
hasMoreInstances() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
hasMoreInstances() - Method in interface org.apache.samoa.moa.streams.ExampleStream
Gets whether this stream has more instances to output.
hasMoreInstances() - Method in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
hasMoreInstances() - Method in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
hasMoreInstances() - Method in class org.apache.samoa.streams.FileStream
 
hasMoreInstances() - Method in class org.apache.samoa.streams.StreamSource
Checks for more instances.
hasNext() - Method in interface org.apache.samoa.core.EntranceProcessor
Checks whether a new event is ready to be processed.
hasNext() - Method in class org.apache.samoa.examples.HelloWorldSourceProcessor
 
hasNext() - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
hasNext() - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
hasNoiseClass() - Method in class org.apache.samoa.moa.evaluation.MembershipMatrix
 
HDFS - Static variable in class org.apache.samoa.utils.SystemsUtils
 
HDFSFileStreamSource - Class in org.apache.samoa.streams.fs
Source for FileStream for HDFS files
HDFSFileStreamSource() - Constructor for class org.apache.samoa.streams.fs.HDFSFileStreamSource
 
headerToString() - Method in class org.apache.samoa.moa.evaluation.LearningCurve
 
HelloWorldContentEvent - Class in org.apache.samoa.examples
Example ContentEvent that contains a single integer.
HelloWorldContentEvent(int, boolean) - Constructor for class org.apache.samoa.examples.HelloWorldContentEvent
 
HelloWorldContentEvent() - Constructor for class org.apache.samoa.examples.HelloWorldContentEvent
 
HelloWorldDestinationProcessor - Class in org.apache.samoa.examples
Example Processor that simply prints the received events to standard output.
HelloWorldDestinationProcessor() - Constructor for class org.apache.samoa.examples.HelloWorldDestinationProcessor
 
helloWorldParallelismOption - Variable in class org.apache.samoa.examples.HelloWorldTask
 
HelloWorldSourceProcessor - Class in org.apache.samoa.examples
Example EntranceProcessor that generates a stream of random integers.
HelloWorldSourceProcessor(long) - Constructor for class org.apache.samoa.examples.HelloWorldSourceProcessor
 
HelloWorldTask - Class in org.apache.samoa.examples
Example Task in SAMOA.
HelloWorldTask() - Constructor for class org.apache.samoa.examples.HelloWorldTask
 
HorizontalAMRulesRegressor - Class in org.apache.samoa.learners.classifiers.rules
Horizontal AMRules Regressor is a distributed learner for regression rules learner.
HorizontalAMRulesRegressor() - Constructor for class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
HyperplaneGenerator - Class in org.apache.samoa.moa.streams.generators
Stream generator for Hyperplane data stream.
HyperplaneGenerator() - Constructor for class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 

I

id - Variable in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
id(int) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
implementsMicroClusterer() - Method in class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
 
implementsMicroClusterer() - Method in interface org.apache.samoa.learners.clusterers.LocalClustererAdapter
 
implementsMicroClusterer() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
implementsMicroClusterer() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
implementsMicroClusterer() - Method in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
implementsMicroClusterer() - Method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
implementsMicroClusterer() - Method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
Miscellaneous
incompleteBeta(double, double, double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns the Incomplete Beta Function evaluated from zero to xx.
incompleteBetaFraction1(double, double, double) - Static method in class org.apache.samoa.moa.core.Statistics
Continued fraction expansion #1 for incomplete beta integral.
incompleteBetaFraction2(double, double, double) - Static method in class org.apache.samoa.moa.core.Statistics
Continued fraction expansion #2 for incomplete beta integral.
incompleteGamma(double, double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns the Incomplete Gamma function.
incompleteGammaComplement(double, double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns the Complemented Incomplete Gamma function.
index() - Method in class org.apache.samoa.instances.Attribute
 
index(int) - Method in class org.apache.samoa.instances.DenseInstanceData
 
index(int) - Method in interface org.apache.samoa.instances.Instance
 
index(int) - Method in interface org.apache.samoa.instances.InstanceData
 
index(int) - Method in class org.apache.samoa.instances.SingleClassInstanceData
 
index(int) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
index(int) - Method in class org.apache.samoa.instances.SparseInstanceData
 
indexOfValue(String) - Method in class org.apache.samoa.instances.Attribute
 
info(int[]) - Static method in class org.apache.samoa.moa.core.Utils
Computes entropy for an array of integers.
InfoGainSplitCriterion - Class in org.apache.samoa.moa.classifiers.core.splitcriteria
Class for computing splitting criteria using information gain with respect to distributions of class values.
InfoGainSplitCriterion() - Constructor for class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion
 
InfoGainSplitCriterionMultilabel - Class in org.apache.samoa.moa.classifiers.core.splitcriteria
Class for computing splitting criteria using information gain with respect to distributions of class values for Multilabel data.
InfoGainSplitCriterionMultilabel() - Constructor for class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterionMultilabel
 
init() - Method in class org.apache.samoa.examples.HelloWorldTask
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.classifiers.ensemble.AdaptiveBagging
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.classifiers.ensemble.Bagging
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.classifiers.ensemble.Boosting
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.classifiers.SingleClassifier
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.clusterers.simple.DistributedClusterer
 
init(TopologyBuilder, Instances, int) - Method in class org.apache.samoa.learners.clusterers.SingleLearner
 
init(TopologyBuilder, Instances, int) - Method in interface org.apache.samoa.learners.Learner
Inits the Learner object.
init(String, String) - Method in interface org.apache.samoa.streams.fs.FileStreamSource
Init the source with file/directory path and file extension
init(String, String) - Method in class org.apache.samoa.streams.fs.HDFSFileStreamSource
 
init(Configuration, String, String) - Method in class org.apache.samoa.streams.fs.HDFSFileStreamSource
 
init(String, String) - Method in class org.apache.samoa.streams.fs.LocalFileStreamSource
 
init() - Method in class org.apache.samoa.tasks.ClusteringEvaluation
 
init() - Method in class org.apache.samoa.tasks.PrequentialEvaluation
 
init() - Method in interface org.apache.samoa.tasks.Task
Initialize this SAMOA task, i.e.
init(String) - Method in class org.apache.samoa.topology.impl.S4ComponentFactory
Initialization method.
init(Config, TaskContext) - Method in class org.apache.samoa.topology.impl.SamzaEntranceProcessingItem
 
init(Config, TaskContext) - Method in class org.apache.samoa.topology.impl.SamzaProcessingItem
 
initHTTPServer() - Method in class org.apache.samoa.topology.impl.S4Submitter
 
initialise() - Method in interface org.apache.samoa.flink.topology.impl.FlinkComponent
An initiation of the node.
initialise() - Method in class org.apache.samoa.flink.topology.impl.FlinkEntranceProcessingItem
 
initialise() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
initialise() - Method in class org.apache.samoa.flink.topology.impl.FlinkStream
 
initialiseStreams() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
initialize(RuleRegressionNode) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
initSystemStream() - Method in class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
initTopology(String) - Method in class org.apache.samoa.topology.TopologyBuilder
Initiates topology with a specific name.
initTopology(String, int) - Method in class org.apache.samoa.topology.TopologyBuilder
Initiates topology with a specific name and a delay between consecutive instances.
injectNextEvent() - Method in class org.apache.samoa.topology.impl.S4EntranceProcessingItem
 
injectNextEvent() - Method in class org.apache.samoa.topology.LocalEntranceProcessingItem
If there are available events, first event in the queue will be sent out on the output stream.
INMEM_PREFIX_STRING - Static variable in class org.apache.samoa.moa.options.AbstractClassOption
The prefix text to use to indicate inmem.
input(double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
Adding a numeric value to the change detector

The output of the change detector is modified after the insertion of a new item inside.
input(double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWINChangeDetector
 
input(double) - Method in interface org.apache.samoa.moa.classifiers.core.driftdetection.ChangeDetector
Adding a numeric value to the change detector

The output of the change detector is modified after the insertion of a new item inside.
input(double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.CusumDM
 
input(double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.DDM
 
input(double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.EDDM
 
input(double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.EWMAChartDM
 
input(double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.GeometricMovingAverageDM
 
input(double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.PageHinkleyDM
 
InputStreamProgressMonitor - Class in org.apache.samoa.moa.core
Class for monitoring the progress of reading an input stream.
InputStreamProgressMonitor(InputStream) - Constructor for class org.apache.samoa.moa.core.InputStreamProgressMonitor
 
insert(Instance, long) - Method in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
 
insert(double) - Method in class org.apache.samoa.moa.core.GreenwaldKhannaQuantileSummary
 
insertAttributeAt(int) - Method in interface org.apache.samoa.instances.Instance
 
insertAttributeAt(Attribute, int) - Method in class org.apache.samoa.instances.InstanceInformation
 
insertAttributeAt(Attribute, int) - Method in class org.apache.samoa.instances.Instances
 
insertAttributeAt(int) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
insertEntry(LearningEvaluation) - Method in class org.apache.samoa.moa.evaluation.LearningCurve
 
insertValue(double, int, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver.Node
 
insertValue(double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression.Node
 
Instance - Interface in org.apache.samoa.instances
 
instance(int) - Method in class org.apache.samoa.instances.Instances
 
instance - Variable in class org.apache.samoa.moa.core.InstanceExample
 
InstanceConditionalBinaryTest - Class in org.apache.samoa.moa.classifiers.core.conditionaltests
Abstract binary conditional test for instances to use to split nodes in Hoeffding trees.
InstanceConditionalBinaryTest() - Constructor for class org.apache.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalBinaryTest
 
InstanceConditionalTest - Class in org.apache.samoa.moa.classifiers.core.conditionaltests
Abstract conditional test for instances to use to split nodes in Hoeffding trees.
InstanceConditionalTest() - Constructor for class org.apache.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalTest
 
InstanceContentEvent - Class in org.apache.samoa.learners
The Class InstanceEvent.
InstanceContentEvent() - Constructor for class org.apache.samoa.learners.InstanceContentEvent
 
InstanceContentEvent(long, Instance, boolean, boolean) - Constructor for class org.apache.samoa.learners.InstanceContentEvent
Instantiates a new instance event.
InstanceData - Interface in org.apache.samoa.instances
 
InstanceExample - Class in org.apache.samoa.moa.core
 
InstanceExample(Instance) - Constructor for class org.apache.samoa.moa.core.InstanceExample
 
InstanceInformation - Class in org.apache.samoa.instances
 
InstanceInformation(InstanceInformation) - Constructor for class org.apache.samoa.instances.InstanceInformation
 
InstanceInformation(String, List<Attribute>) - Constructor for class org.apache.samoa.instances.InstanceInformation
 
InstanceInformation() - Constructor for class org.apache.samoa.instances.InstanceInformation
 
instanceLimitOption - Variable in class org.apache.samoa.examples.HelloWorldTask
 
instanceLimitOption - Variable in class org.apache.samoa.tasks.ClusteringEvaluation
 
instanceLimitOption - Variable in class org.apache.samoa.tasks.PrequentialEvaluation
 
instanceRandomSeedOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
instanceRandomSeedOption - Variable in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
instanceRandomSeedOption - Variable in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
Instances - Class in org.apache.samoa.instances
 
Instances(InstancesHeader) - Constructor for class org.apache.samoa.instances.Instances
 
Instances(Instances) - Constructor for class org.apache.samoa.instances.Instances
 
Instances() - Constructor for class org.apache.samoa.instances.Instances
 
Instances(Reader, int, int) - Constructor for class org.apache.samoa.instances.Instances
 
Instances(Instances, int) - Constructor for class org.apache.samoa.instances.Instances
 
Instances(String, List<Attribute>, int) - Constructor for class org.apache.samoa.instances.Instances
 
Instances(Instances, int, int) - Constructor for class org.apache.samoa.instances.Instances
 
Instances(StringReader, int) - Constructor for class org.apache.samoa.instances.Instances
 
InstancesContentEvent - Class in org.apache.samoa.learners
The Class InstanceEvent.
InstancesContentEvent() - Constructor for class org.apache.samoa.learners.InstancesContentEvent
 
InstancesContentEvent(long, boolean, boolean) - Constructor for class org.apache.samoa.learners.InstancesContentEvent
Instantiates a new instance event.
InstancesContentEvent(InstanceContentEvent) - Constructor for class org.apache.samoa.learners.InstancesContentEvent
 
InstancesHeader - Class in org.apache.samoa.instances
Class for storing the header or context of a data stream.
InstancesHeader(Instances) - Constructor for class org.apache.samoa.instances.InstancesHeader
 
InstancesHeader() - Constructor for class org.apache.samoa.instances.InstancesHeader
 
InstanceStream - Interface in org.apache.samoa.moa.streams
Interface representing a data stream of instances.
inverseError(double) - Static method in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
Approximates the inverse error function.
InverseErrorWeightedVote - Class in org.apache.samoa.moa.classifiers.rules.core.voting
InverseErrorWeightedVote class for weighted votes based on estimates of errors.
InverseErrorWeightedVote() - Constructor for class org.apache.samoa.moa.classifiers.rules.core.voting.InverseErrorWeightedVote
 
InverseErrorWeightedVote(AbstractErrorWeightedVote) - Constructor for class org.apache.samoa.moa.classifiers.rules.core.voting.InverseErrorWeightedVote
 
IProcessingItem - Interface in org.apache.samoa.topology
ProcessingItem interface specific for entrance processing items.
isAnomaly(Instance, double, double, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
isAnomaly(Instance, double, double, int) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
isCancelled() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
isCancelled() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Gets whether the task monitored is cancelled.
isCovering(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.Rule
 
isEmpty() - Method in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
Check if this cluster is empty or not.
isEnabled(int) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
isEqual(NumericAttributeBinaryRulePredicate) - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
isFinished() - Method in interface org.apache.samoa.core.EntranceProcessor
Checks whether the source stream is finished/exhausted.
isFinished() - Method in class org.apache.samoa.examples.HelloWorldSourceProcessor
 
isFinished() - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
isFinished() - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
isGroundTruth() - Method in class org.apache.samoa.moa.cluster.Cluster
 
isIncludedInRuleNode(NumericAttributeBinaryRulePredicate) - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
isInitialised() - Method in interface org.apache.samoa.flink.topology.impl.FlinkComponent
 
isInitialised() - Method in class org.apache.samoa.flink.topology.impl.FlinkEntranceProcessingItem
 
isInitialised() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
isInitialised() - Method in class org.apache.samoa.flink.topology.impl.FlinkStream
 
isLastEvent() - Method in interface org.apache.samoa.core.ContentEvent
 
isLastEvent() - Method in class org.apache.samoa.evaluation.ClusteringEvaluationContentEvent
 
isLastEvent() - Method in class org.apache.samoa.evaluation.ClusteringResultContentEvent
 
isLastEvent() - Method in class org.apache.samoa.examples.HelloWorldContentEvent
 
isLastEvent() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AssignmentContentEvent
 
isLastEvent() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.PredicateContentEvent
 
isLastEvent() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.RuleContentEvent
 
isLastEvent() - Method in class org.apache.samoa.learners.classifiers.trees.AttributeContentEvent
 
isLastEvent() - Method in class org.apache.samoa.learners.clusterers.ClusteringContentEvent
 
isLastEvent() - Method in class org.apache.samoa.learners.InstanceContentEvent
 
isLastEvent() - Method in class org.apache.samoa.learners.InstancesContentEvent
 
isLastEvent() - Method in class org.apache.samoa.learners.ResultContentEvent
 
isMissing(int) - Method in class org.apache.samoa.instances.DenseInstanceData
 
isMissing(int) - Method in interface org.apache.samoa.instances.Instance
 
isMissing(int) - Method in interface org.apache.samoa.instances.InstanceData
 
isMissing(int) - Method in class org.apache.samoa.instances.SingleClassInstanceData
 
isMissing(int) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
isMissing(int) - Method in class org.apache.samoa.instances.SparseInstanceData
 
isMissingSparse(int) - Method in class org.apache.samoa.instances.DenseInstanceData
 
isMissingSparse(int) - Method in interface org.apache.samoa.instances.Instance
 
isMissingSparse(int) - Method in interface org.apache.samoa.instances.InstanceData
 
isMissingSparse(int) - Method in class org.apache.samoa.instances.SingleClassInstanceData
 
isMissingSparse(int) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
isMissingSparse(int) - Method in class org.apache.samoa.instances.SparseInstanceData
 
isMissingValue(double) - Static method in class org.apache.samoa.moa.core.Utils
Tests if the given value codes "missing".
isNoise() - Method in class org.apache.samoa.moa.core.DataPoint
 
isNominal() - Method in class org.apache.samoa.instances.Attribute
 
isNumeric() - Method in class org.apache.samoa.instances.Attribute
 
isPartOfCircle() - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
isPaused() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
isPaused() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Gets whether the task monitored is paused.
isPublicConcreteClassOfType(String, Class<?>) - Static method in class org.apache.samoa.moa.core.AutoClassDiscovery
 
isRandomizable() - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor
 
isRandomizable() - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
isRandomizable() - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
isRandomizable() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
isRandomizable() - Method in class org.apache.samoa.moa.classifiers.functions.MajorityClass
 
isRandomizable() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
isRandomizable() - Method in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
isRandomizable() - Method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
isRandomizable() - Method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
isRandomizable() - Method in interface org.apache.samoa.moa.learners.Learner
Gets whether this learner needs a random seed.
isRemoving() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.RuleContentEvent
 
isRestartable() - Method in class org.apache.samoa.moa.streams.ArffFileStream
 
isRestartable() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
isRestartable() - Method in interface org.apache.samoa.moa.streams.ExampleStream
Gets whether this stream can restart.
isRestartable() - Method in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
isRestartable() - Method in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
isRestartable() - Method in class org.apache.samoa.streams.FileStream
 
isSame(PartitioningScheme, int) - Method in class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
isSample() - Method in class org.apache.samoa.learners.clusterers.ClusteringContentEvent
 
isTesting() - Method in class org.apache.samoa.learners.InstanceContentEvent
Checks if is testing.
isTesting() - Method in class org.apache.samoa.learners.InstancesContentEvent
Checks if is testing.
isTraining() - Method in class org.apache.samoa.learners.InstanceContentEvent
Checks if is training.
isTraining() - Method in class org.apache.samoa.learners.InstancesContentEvent
Checks if is training.
ISubmitter - Interface in org.apache.samoa.topology
Submitter interface for programatically deploying platform specific topologies.
isUsingSameAttribute(NumericAttributeBinaryRulePredicate) - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 

J

JOB_FACTORY_CLASS_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
JOB_NAME_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
joinClustersOption - Variable in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
joinOptions(String[]) - Static method in class org.apache.samoa.moa.core.Utils
Joins all the options in an option array into a single string, as might be used on the command line.

K

KAFKA_BATCHSIZE_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
KAFKA_PRODUCER_TYPE_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
keepClassLabel() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
keepClassLabel() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
keepClassLabel() - Method in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
kernelRadiFactorOption - Variable in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
kernelRadiFactorOption - Variable in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
kernelRadiiOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
kernelRadiiRangeOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
kMeans(int, List<? extends Cluster>) - Static method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
kMeans(int, Cluster[], List<? extends Cluster>) - Static method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
KMeans - Class in org.apache.samoa.moa.clusterers
A kMeans implementation for microclusterings.
KMeans() - Constructor for class org.apache.samoa.moa.clusterers.KMeans
 
kMeans(Cluster[], List<? extends Cluster>) - Static method in class org.apache.samoa.moa.clusterers.KMeans
This kMeans implementation clusters a big number of microclusters into a smaller amount of macro clusters.
kMeans_gta(int, Clustering, Clustering) - Static method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
k-means of (micro)clusters, with ground-truth-aided initialization.
kMeans_rand(int, Clustering) - Static method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
k-means of (micro)clusters, with randomized initialization.
kOption - Variable in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
kthSmallestValue(int[], int) - Static method in class org.apache.samoa.moa.core.Utils
Returns the kth-smallest value in the array.
kthSmallestValue(double[], int) - Static method in class org.apache.samoa.moa.core.Utils
Returns the kth-smallest value in the array

L

lambdaOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.CusumDM
 
lambdaOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.EWMAChartDM
 
lambdaOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.GeometricMovingAverageDM
 
lambdaOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.PageHinkleyDM
 
latestPreviewChanged() - Method in interface org.apache.samoa.moa.tasks.ResultPreviewListener
This method is used to receive a signal from TaskMonitor that the lastest preview has changed.
leafFractionOption - Variable in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
Learner - Interface in org.apache.samoa.learners
A Learner instance learns a model, and it can be either a classifier or a regressor.
Learner<E extends Example> - Interface in org.apache.samoa.moa.learners
Learner interface for incremental learning models.
learnerOption - Variable in class org.apache.samoa.learners.classifiers.SimpleClassifierAdapter
 
learnerOption - Variable in class org.apache.samoa.learners.classifiers.SingleClassifier
 
learnerOption - Variable in class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
 
learnerOption - Variable in class org.apache.samoa.learners.clusterers.simple.DistributedClusterer
 
learnerOption - Variable in class org.apache.samoa.learners.clusterers.SingleLearner
 
learnerOption - Variable in class org.apache.samoa.tasks.ClusteringEvaluation
 
learnerOption - Variable in class org.apache.samoa.tasks.PrequentialEvaluation
 
learnerParallelismOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
LearningCurve - Class in org.apache.samoa.moa.evaluation
Class that stores and keeps the history of evaluation measurements.
LearningCurve(String) - Constructor for class org.apache.samoa.moa.evaluation.LearningCurve
 
LearningEvaluation - Class in org.apache.samoa.moa.evaluation
Class that stores an array of evaluation measurements.
LearningEvaluation(Measurement[]) - Constructor for class org.apache.samoa.moa.evaluation.LearningEvaluation
 
LearningEvaluation(Measurement[], LearningPerformanceEvaluator, Learner) - Constructor for class org.apache.samoa.moa.evaluation.LearningEvaluation
 
LearningPerformanceEvaluator<E extends Example> - Interface in org.apache.samoa.moa.evaluation
Interface implemented by learner evaluators to monitor the results of the learning process.
learningRatio(double) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
learningRatio(double) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
learningRatio(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
learningRatio(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
learningRatioOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
learningRatioOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
learningRatioOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
LearningRule - Class in org.apache.samoa.learners.classifiers.rules.common
Rule with LearningNode (statistical data).
LearningRule() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
left - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver.Node
 
left - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression.Node
 
length() - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator.Estimator
 
lessThan - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression.Node
 
lnGamma(double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns natural logarithm of gamma function.
LOCAL_FS - Static variable in class org.apache.samoa.utils.SystemsUtils
 
LocalClustererAdapter - Interface in org.apache.samoa.learners.clusterers
Learner interface for non-distributed learners.
LocalClustererProcessor - Class in org.apache.samoa.learners.clusterers
The Class LearnerProcessor.
LocalClustererProcessor() - Constructor for class org.apache.samoa.learners.clusterers.LocalClustererProcessor
 
LocalDoTask - Class in org.apache.samoa
The Class DoTask.
LocalDoTask() - Constructor for class org.apache.samoa.LocalDoTask
 
LocalEntranceProcessingItem - Class in org.apache.samoa.topology
Implementation of EntranceProcessingItem for local engines (Simple, Multithreads)
LocalEntranceProcessingItem(EntranceProcessor) - Constructor for class org.apache.samoa.topology.LocalEntranceProcessingItem
 
LocalFileStreamSource - Class in org.apache.samoa.streams.fs
Source for FileStream for local files
LocalFileStreamSource() - Constructor for class org.apache.samoa.streams.fs.LocalFileStreamSource
 
LocalLearner - Interface in org.apache.samoa.learners.classifiers
Learner interface for non-distributed learners.
LocalLearnerProcessor - Class in org.apache.samoa.learners.classifiers
The Class LearnerProcessor.
LocalLearnerProcessor() - Constructor for class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
 
LocalStormDoTask - Class in org.apache.samoa
The main class to execute a SAMOA task in LOCAL mode in Storm.
LocalStormDoTask() - Constructor for class org.apache.samoa.LocalStormDoTask
 
LocalThreadsDoTask - Class in org.apache.samoa
 
LocalThreadsDoTask() - Constructor for class org.apache.samoa.LocalThreadsDoTask
 
locateIndex(int) - Method in class org.apache.samoa.instances.SparseInstanceData
Locates the greatest index that is not greater than the given index.
log2 - Static variable in class org.apache.samoa.moa.core.Utils
The natural logarithm of 2.
log2(double) - Static method in class org.apache.samoa.moa.core.Utils
Returns the logarithm of a for base 2.
logger - Static variable in class org.apache.samoa.topology.impl.S4ComponentFactory
 
logger - Static variable in class org.apache.samoa.topology.impl.S4ProcessingItem
 
logs2probs(double[]) - Static method in class org.apache.samoa.moa.core.Utils
Converts an array containing the natural logarithms of probabilities stored in a vector back into probabilities.
LS - Variable in class org.apache.samoa.moa.cluster.CFCluster
Linear sum of all the points added to the cluster.

M

magChangeOption - Variable in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
main(String[]) - Static method in class org.apache.samoa.flink.FlinkDoTask
 
main(String[]) - Static method in class org.apache.samoa.LocalDoTask
The main method.
main(String[]) - Static method in class org.apache.samoa.LocalStormDoTask
The main method.
main(String[]) - Static method in class org.apache.samoa.LocalThreadsDoTask
The main method.
main(String[]) - Static method in class org.apache.samoa.SamzaDoTask
 
main(String[]) - Static method in class org.apache.samoa.topology.impl.StormDoTask
The main method.
main(String[]) - Static method in class org.apache.samoa.topology.impl.StormJarSubmitter
 
main(String[]) - Static method in class org.apache.samoa.topology.impl.StormTopologySubmitter
 
MajorityClass - Class in org.apache.samoa.moa.classifiers.functions
Majority class learner.
MajorityClass() - Constructor for class org.apache.samoa.moa.classifiers.functions.MajorityClass
 
materializeObject(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.moa.options.AbstractClassOption
Gets a materialized object of this option.
MAX_WAIT_TIME_MILLIS - Static variable in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
maxBranches() - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalBinaryTest
 
maxBranches() - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalTest
Gets the number of maximum branches, -1 if unknown.
maxBranches() - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeMultiwayTest
 
MAXBUCKETS - Static variable in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
maxIndex(double[]) - Static method in class org.apache.samoa.instances.Utils
 
maxIndex() - Method in class org.apache.samoa.moa.core.DoubleVector
 
maxIndex(double[]) - Static method in class org.apache.samoa.moa.core.MiscUtils
Returns index of maximum element in a given array of doubles.
maxIndex(double[]) - Static method in class org.apache.samoa.moa.core.Utils
Returns index of maximum element in a given array of doubles.
maxIndex(int[]) - Static method in class org.apache.samoa.moa.core.Utils
Returns index of maximum element in a given array of integers.
maxNumKernelsOption - Variable in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
maxNumKernelsOption - Variable in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
maxTreeDepthOption - Variable in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
mean(double[]) - Static method in class org.apache.samoa.moa.core.Utils
Computes the mean for an array of doubles.
meanOrMode(int) - Method in class org.apache.samoa.instances.Instances
 
measureByteSize() - Method in class org.apache.samoa.moa.AbstractMOAObject
 
measureByteSize(MOAObject) - Static method in class org.apache.samoa.moa.AbstractMOAObject
Gets the memory size of an object.
measureByteSize() - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
measureByteSize() - Method in interface org.apache.samoa.moa.MOAObject
Gets the memory size of this object.
MeasureCollection - Class in org.apache.samoa.moa.evaluation
 
MeasureCollection() - Constructor for class org.apache.samoa.moa.evaluation.MeasureCollection
 
measureCollectionTypeOption - Variable in class org.apache.samoa.tasks.ClusteringEvaluation
 
Measurement - Class in org.apache.samoa.moa.core
Class for storing an evaluation measurement.
Measurement(String, double) - Constructor for class org.apache.samoa.moa.core.Measurement
 
measureObjectByteSize(Serializable) - Static method in class org.apache.samoa.moa.core.SerializeUtils
 
MembershipMatrix - Class in org.apache.samoa.moa.evaluation
 
MembershipMatrix(Clustering, ArrayList<DataPoint>) - Constructor for class org.apache.samoa.moa.evaluation.MembershipMatrix
 
merge(SphereCluster) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
merit - Variable in class org.apache.samoa.moa.classifiers.core.AttributeSplitSuggestion
 
MIN_VARIANCE - Static variable in class org.apache.samoa.moa.clusterers.clustream.ClustreamKernel
 
minBranchFracOption - Variable in class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion
 
Miniball - Class in org.apache.samoa.moa.cluster
 
Miniball(int) - Constructor for class org.apache.samoa.moa.cluster.Miniball
 
Miniball.PointStorage - Class in org.apache.samoa.moa.cluster
 
minIndex(int[]) - Static method in class org.apache.samoa.moa.core.Utils
Returns index of minimum element in a given array of integers.
minIndex(double[]) - Static method in class org.apache.samoa.moa.core.Utils
Returns index of minimum element in a given array of doubles.
minNumInstancesOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.CusumDM
 
minNumInstancesOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.DDM
 
minNumInstancesOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.EWMAChartDM
 
minNumInstancesOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.GeometricMovingAverageDM
 
minNumInstancesOption - Variable in class org.apache.samoa.moa.classifiers.core.driftdetection.PageHinkleyDM
 
minWeight() - Method in class org.apache.samoa.moa.core.DoubleVector
 
MiscUtils - Class in org.apache.samoa.moa.core
Class implementing some utility methods.
MiscUtils() - Constructor for class org.apache.samoa.moa.core.MiscUtils
 
missingValue() - Static method in class org.apache.samoa.moa.core.Utils
Returns the value used to code a missing value.
MOAObject - Interface in org.apache.samoa.moa
Interface implemented by classes in MOA, so that all are serializable, can produce copies of their objects, and can measure its memory size.
modelRandomSeedOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
multivariateAnomalyProbabilityThreshold(double) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
multivariateAnomalyProbabilityThreshold(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor.Builder
 
multivariateAnomalyProbabilityThreshold(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor.Builder
 
multivariateAnomalyProbabilityThreshold(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
multivariateAnomalyProbabilityThresholdOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
multivariateAnomalyProbabilityThresholdOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
multivariateAnomalyProbabilityThresholdOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 

N

NaiveBayes - Class in org.apache.samoa.learners.classifiers
Implementation of a non-distributed Naive Bayes classifier.
NaiveBayes() - Constructor for class org.apache.samoa.learners.classifiers.NaiveBayes
Explicit no-arg constructor.
name() - Method in class org.apache.samoa.instances.Attribute
 
newErrorWeightedVote() - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor
 
newErrorWeightedVote() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
newErrorWeightedVote() - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
newline - Static variable in class org.apache.samoa.moa.core.StringUtils
 
newProcessor(Processor) - Method in interface org.apache.samoa.core.Processor
Creates a copy of a processor.
newProcessor(Processor) - Method in class org.apache.samoa.evaluation.ClusteringEvaluatorProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.evaluation.EvaluatorProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.examples.HelloWorldDestinationProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.examples.HelloWorldSourceProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.classifiers.ensemble.BaggingDistributorProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.learners.clusterers.simple.ClusteringDistributorProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
newProcessor(Processor) - Method in class org.apache.samoa.streams.StreamSourceProcessor
 
nextEvent() - Method in interface org.apache.samoa.core.EntranceProcessor
Provides the next tuple to be processed by the topology.
nextEvent() - Method in class org.apache.samoa.examples.HelloWorldSourceProcessor
 
nextEvent() - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
nextEvent() - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
nextInstance() - Method in class org.apache.samoa.moa.streams.ArffFileStream
 
nextInstance() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
nextInstance() - Method in interface org.apache.samoa.moa.streams.ExampleStream
Gets the next example from this stream.
nextInstance() - Method in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
nextInstance() - Method in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
nextInstance() - Method in class org.apache.samoa.streams.FileStream
 
nextInstance() - Method in class org.apache.samoa.streams.StreamSource
Next instance.
noAnomalyDetection(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
noAnomalyDetection(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor.Builder
 
noAnomalyDetection(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor.Builder
 
noAnomalyDetection(boolean) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
noAnomalyDetectionOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
noAnomalyDetectionOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
noAnomalyDetectionOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
Node(double, int, double) - Constructor for class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver.Node
 
Node(double, double) - Constructor for class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression.Node
 
nodeListAdd(RuleSplitNode) - Method in class org.apache.samoa.learners.classifiers.rules.common.Rule
 
noiseInClusterOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
noiseLevelOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
noisePercentageOption - Variable in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
NominalAttributeBinaryTest - Class in org.apache.samoa.moa.classifiers.core.conditionaltests
Nominal binary conditional test for instances to use to split nodes in Hoeffding trees.
NominalAttributeBinaryTest(int, int) - Constructor for class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeBinaryTest
 
NominalAttributeClassObserver - Class in org.apache.samoa.moa.classifiers.core.attributeclassobservers
Class for observing the class data distribution for a nominal attribute.
NominalAttributeClassObserver() - Constructor for class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
NominalAttributeMultiwayTest - Class in org.apache.samoa.moa.classifiers.core.conditionaltests
Nominal multi way conditional test for instances to use to split nodes in Hoeffding trees.
NominalAttributeMultiwayTest(int) - Constructor for class org.apache.samoa.moa.classifiers.core.conditionaltests.NominalAttributeMultiwayTest
 
nominalEstimatorOption - Variable in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
NonLearningRule - Class in org.apache.samoa.learners.classifiers.rules.common
The most basic rule: inherit from Rule the ID and list of features.
NonLearningRule(ActiveRule) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.NonLearningRule
 
NORMAL_CONSTANT - Static variable in class org.apache.samoa.moa.core.GaussianEstimator
 
normalInverse(double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns the value, x, for which the area under the Normal (Gaussian) probability density function (integrated from minus infinity to x) is equal to the argument y (assumes mean is zero, variance is one).
normalize() - Method in class org.apache.samoa.moa.core.DoubleVector
 
normalize(double[]) - Static method in class org.apache.samoa.moa.core.Utils
Normalizes the doubles in the array by their sum.
normalize(double[], double) - Static method in class org.apache.samoa.moa.core.Utils
Normalizes the doubles in the array using the given value.
normalizedInstance(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
normalizedPrediction(Instance) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
normalizeWeights() - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
normalProbability(double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns the area under the Normal (Gaussian) probability density function, integrated from minus infinity to x (assumes mean is zero, variance is one).
NullAttributeClassObserver - Class in org.apache.samoa.moa.classifiers.core.attributeclassobservers
Class for observing the class data distribution for a null attribute.
NullAttributeClassObserver() - Constructor for class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NullAttributeClassObserver
 
NullMonitor - Class in org.apache.samoa.moa.tasks
Class that represents a null monitor.
NullMonitor() - Constructor for class org.apache.samoa.moa.tasks.NullMonitor
 
numAttributes() - Method in class org.apache.samoa.instances.DenseInstanceData
 
numAttributes() - Method in interface org.apache.samoa.instances.Instance
 
numAttributes() - Method in interface org.apache.samoa.instances.InstanceData
 
numAttributes() - Method in class org.apache.samoa.instances.InstanceInformation
 
numAttributes() - Method in class org.apache.samoa.instances.Instances
 
numAttributes() - Method in class org.apache.samoa.instances.SingleClassInstanceData
 
numAttributes() - Method in class org.apache.samoa.instances.SingleLabelInstance
 
numAttributes() - Method in class org.apache.samoa.instances.SparseInstanceData
 
numAttsOption - Variable in class org.apache.samoa.moa.streams.clustering.ClusteringStream
 
numAttsOption - Variable in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
numberInstance - Variable in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
numBinsOption - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
numBinsOption - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver
 
numClasses() - Method in interface org.apache.samoa.instances.Instance
 
numClasses() - Method in class org.apache.samoa.instances.InstanceInformation
 
numClasses() - Method in class org.apache.samoa.instances.Instances
 
numClasses() - Method in class org.apache.samoa.instances.SingleLabelInstance
 
numClassesOption - Variable in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
numClassesOption - Variable in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
numClusterOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
numClusterRangeOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
numDriftAttsOption - Variable in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
numEntries() - Method in class org.apache.samoa.moa.evaluation.LearningCurve
 
NumericAttributeBinaryRulePredicate - Class in org.apache.samoa.moa.classifiers.rules.core.conditionaltests
Numeric binary conditional test for instances to use to split nodes in AMRules.
NumericAttributeBinaryRulePredicate() - Constructor for class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
NumericAttributeBinaryRulePredicate(int, double, int) - Constructor for class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
NumericAttributeBinaryRulePredicate(NumericAttributeBinaryRulePredicate) - Constructor for class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
NumericAttributeBinaryTest - Class in org.apache.samoa.moa.classifiers.core.conditionaltests
Numeric binary conditional test for instances to use to split nodes in Hoeffding trees.
NumericAttributeBinaryTest(int, double, boolean) - Constructor for class org.apache.samoa.moa.classifiers.core.conditionaltests.NumericAttributeBinaryTest
 
NumericAttributeClassObserver - Interface in org.apache.samoa.moa.classifiers.core.attributeclassobservers
Interface for observing the class data distribution for a numeric attribute.
numericEstimatorOption - Variable in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
numericObserver(FIMTDDNumericAttributeClassLimitObserver) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
numericObserver(FIMTDDNumericAttributeClassLimitObserver) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
numericObserver(FIMTDDNumericAttributeClassLimitObserver) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
numericObserver(FIMTDDNumericAttributeClassLimitObserver) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
numericObserverOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
numericObserverOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
numericObserverOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
numInstances() - Method in class org.apache.samoa.instances.Instances
 
numNominalsOption - Variable in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
numNonZeroEntries() - Method in class org.apache.samoa.core.DoubleVector
 
numNonZeroEntries() - Method in class org.apache.samoa.moa.core.DoubleVector
 
numNumericsOption - Variable in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
numSplits() - Method in class org.apache.samoa.moa.classifiers.core.AttributeSplitSuggestion
 
numSubsetsGreaterThanFrac(double[][], double) - Static method in class org.apache.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion
 
numTuplesOption - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver
 
numValsPerNominalOption - Variable in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
numValues() - Method in class org.apache.samoa.instances.Attribute
 
numValues() - Method in class org.apache.samoa.instances.DenseInstanceData
 
numValues() - Method in interface org.apache.samoa.instances.Instance
 
numValues() - Method in interface org.apache.samoa.instances.InstanceData
 
numValues() - Method in class org.apache.samoa.instances.SingleClassInstanceData
 
numValues() - Method in class org.apache.samoa.instances.SingleLabelInstance
 
numValues() - Method in class org.apache.samoa.instances.SparseInstanceData
 
numValues() - Method in class org.apache.samoa.moa.core.DoubleVector
 
numWorkers(List<String>) - Static method in class org.apache.samoa.topology.impl.StormSamoaUtils
 

O

ObjectRepository - Interface in org.apache.samoa.moa.core
Interface for object repositories.
objectToCLIString(Object, Class<?>) - Static method in class org.apache.samoa.moa.options.ClassOption
 
observeAttributeClass(double, int, double) - Method in interface org.apache.samoa.moa.classifiers.core.attributeclassobservers.AttributeClassObserver
Updates statistics of this observer given an attribute value, a class and the weight of the instance observed
observeAttributeClass(double, int, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver
 
observeAttributeClass(double, int, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression
 
observeAttributeClass(double, double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver
 
observeAttributeClass(double, int, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
observeAttributeClass(double, int, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver
 
observeAttributeClass(double, int, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
observeAttributeClass(double, int, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NullAttributeClassObserver
 
observeAttributeClass(double, int, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver
 
observeAttributeClass(double, double, double) - Method in class org.apache.samoa.moa.classifiers.rules.core.attributeclassobservers.FIMTDDNumericAttributeClassLimitObserver
 
observeAttributeTarget(double, double) - Method in interface org.apache.samoa.moa.classifiers.core.attributeclassobservers.AttributeClassObserver
 
observeAttributeTarget(double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver
 
observeAttributeTarget(double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression
 
observeAttributeTarget(double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
observeAttributeTarget(double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver
 
observeAttributeTarget(double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
observeAttributeTarget(double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NullAttributeClassObserver
 
observeAttributeTarget(double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver
 
of(ContentEvent, String) - Static method in class org.apache.samoa.flink.topology.impl.SamoaType
 
onCreate(int) - Method in interface org.apache.samoa.core.EntranceProcessor
Initializes the Processor.
onCreate(int) - Method in interface org.apache.samoa.core.Processor
Initializes the Processor.
onCreate(int) - Method in class org.apache.samoa.evaluation.ClusteringEvaluatorProcessor
 
onCreate(int) - Method in class org.apache.samoa.evaluation.EvaluatorProcessor
 
onCreate(int) - Method in class org.apache.samoa.examples.HelloWorldDestinationProcessor
 
onCreate(int) - Method in class org.apache.samoa.examples.HelloWorldSourceProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.classifiers.ensemble.BaggingDistributorProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
 
onCreate(int) - Method in class org.apache.samoa.learners.clusterers.simple.ClusteringDistributorProcessor
 
onCreate(int) - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
onCreate(int) - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
onCreate(int) - Method in class org.apache.samoa.streams.StreamSourceProcessor
 
onCreate() - Method in class org.apache.samoa.topology.impl.SamzaStream
 
onEvent(S4Event) - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
onEvent method.
open(Configuration) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
OptionHandler - Interface in org.apache.samoa.moa.options
Interface representing an object that handles options or parameters.
OptionsHandler - Class in org.apache.samoa.moa.options
 
OptionsHandler(Object, String) - Constructor for class org.apache.samoa.moa.options.OptionsHandler
 
org.apache.samoa - package org.apache.samoa
 
org.apache.samoa.core - package org.apache.samoa.core
 
org.apache.samoa.evaluation - package org.apache.samoa.evaluation
 
org.apache.samoa.evaluation.measures - package org.apache.samoa.evaluation.measures
 
org.apache.samoa.examples - package org.apache.samoa.examples
 
org.apache.samoa.flink - package org.apache.samoa.flink
 
org.apache.samoa.flink.helpers - package org.apache.samoa.flink.helpers
 
org.apache.samoa.flink.topology.impl - package org.apache.samoa.flink.topology.impl
 
org.apache.samoa.instances - package org.apache.samoa.instances
 
org.apache.samoa.learners - package org.apache.samoa.learners
 
org.apache.samoa.learners.classifiers - package org.apache.samoa.learners.classifiers
 
org.apache.samoa.learners.classifiers.ensemble - package org.apache.samoa.learners.classifiers.ensemble
 
org.apache.samoa.learners.classifiers.rules - package org.apache.samoa.learners.classifiers.rules
 
org.apache.samoa.learners.classifiers.rules.centralized - package org.apache.samoa.learners.classifiers.rules.centralized
 
org.apache.samoa.learners.classifiers.rules.common - package org.apache.samoa.learners.classifiers.rules.common
 
org.apache.samoa.learners.classifiers.rules.distributed - package org.apache.samoa.learners.classifiers.rules.distributed
 
org.apache.samoa.learners.classifiers.trees - package org.apache.samoa.learners.classifiers.trees
 
org.apache.samoa.learners.clusterers - package org.apache.samoa.learners.clusterers
 
org.apache.samoa.learners.clusterers.simple - package org.apache.samoa.learners.clusterers.simple
 
org.apache.samoa.moa - package org.apache.samoa.moa
 
org.apache.samoa.moa.classifiers - package org.apache.samoa.moa.classifiers
 
org.apache.samoa.moa.classifiers.core - package org.apache.samoa.moa.classifiers.core
 
org.apache.samoa.moa.classifiers.core.attributeclassobservers - package org.apache.samoa.moa.classifiers.core.attributeclassobservers
 
org.apache.samoa.moa.classifiers.core.conditionaltests - package org.apache.samoa.moa.classifiers.core.conditionaltests
 
org.apache.samoa.moa.classifiers.core.driftdetection - package org.apache.samoa.moa.classifiers.core.driftdetection
 
org.apache.samoa.moa.classifiers.core.splitcriteria - package org.apache.samoa.moa.classifiers.core.splitcriteria
 
org.apache.samoa.moa.classifiers.functions - package org.apache.samoa.moa.classifiers.functions
 
org.apache.samoa.moa.classifiers.rules.core - package org.apache.samoa.moa.classifiers.rules.core
 
org.apache.samoa.moa.classifiers.rules.core.attributeclassobservers - package org.apache.samoa.moa.classifiers.rules.core.attributeclassobservers
 
org.apache.samoa.moa.classifiers.rules.core.conditionaltests - package org.apache.samoa.moa.classifiers.rules.core.conditionaltests
 
org.apache.samoa.moa.classifiers.rules.core.splitcriteria - package org.apache.samoa.moa.classifiers.rules.core.splitcriteria
 
org.apache.samoa.moa.classifiers.rules.core.voting - package org.apache.samoa.moa.classifiers.rules.core.voting
 
org.apache.samoa.moa.classifiers.rules.driftdetection - package org.apache.samoa.moa.classifiers.rules.driftdetection
 
org.apache.samoa.moa.cluster - package org.apache.samoa.moa.cluster
 
org.apache.samoa.moa.clusterers - package org.apache.samoa.moa.clusterers
 
org.apache.samoa.moa.clusterers.clustream - package org.apache.samoa.moa.clusterers.clustream
 
org.apache.samoa.moa.core - package org.apache.samoa.moa.core
 
org.apache.samoa.moa.evaluation - package org.apache.samoa.moa.evaluation
 
org.apache.samoa.moa.learners - package org.apache.samoa.moa.learners
 
org.apache.samoa.moa.options - package org.apache.samoa.moa.options
 
org.apache.samoa.moa.streams - package org.apache.samoa.moa.streams
 
org.apache.samoa.moa.streams.clustering - package org.apache.samoa.moa.streams.clustering
 
org.apache.samoa.moa.streams.generators - package org.apache.samoa.moa.streams.generators
 
org.apache.samoa.moa.tasks - package org.apache.samoa.moa.tasks
 
org.apache.samoa.streams - package org.apache.samoa.streams
 
org.apache.samoa.streams.fs - package org.apache.samoa.streams.fs
 
org.apache.samoa.tasks - package org.apache.samoa.tasks
 
org.apache.samoa.topology - package org.apache.samoa.topology
 
org.apache.samoa.topology.impl - package org.apache.samoa.topology.impl
 
org.apache.samoa.utils - package org.apache.samoa.utils
 
overlapRadiusDegree(SphereCluster) - Method in class org.apache.samoa.moa.cluster.SphereCluster
Checks whether two SphereCluster overlap based on radius NOTE: overlapRadiusDegree only calculates the overlap based on the centers and the radi, so not the real overlap TODO: should we do this by MC to get the real overlap???
overlapSave(SphereCluster) - Method in class org.apache.samoa.moa.cluster.SphereCluster
When a clusters looses points the new minimal bounding sphere can be partly outside of the originating cluster.

P

p1evl(double, double[], int) - Static method in class org.apache.samoa.moa.core.Statistics
Evaluates the given polynomial of degree N at x.
padLeft(String, int) - Static method in class org.apache.samoa.moa.core.Utils
Pads a string to a specified length, inserting spaces on the left as required.
padRight(String, int) - Static method in class org.apache.samoa.moa.core.Utils
Pads a string to a specified length, inserting spaces on the right as required.
pageHinckleyAlphaOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
pageHinckleyAlphaOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
pageHinckleyAlphaOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
pageHinckleyThresholdOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
pageHinckleyThresholdOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
pageHinckleyThresholdOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
PageHinkleyDM - Class in org.apache.samoa.moa.classifiers.core.driftdetection
Drift detection method based in Page Hinkley Test.
PageHinkleyDM() - Constructor for class org.apache.samoa.moa.classifiers.core.driftdetection.PageHinkleyDM
 
PageHinkleyFading - Class in org.apache.samoa.moa.classifiers.rules.driftdetection
Page-Hinkley Test with more weight for recent instances.
PageHinkleyFading() - Constructor for class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyFading
 
PageHinkleyFading(double, double) - Constructor for class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyFading
 
PageHinkleyTest - Class in org.apache.samoa.moa.classifiers.rules.driftdetection
Page-Hinkley Test with equal weights for all instances.
PageHinkleyTest() - Constructor for class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyTest
 
PageHinkleyTest(double, double) - Constructor for class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyTest
 
paralellismOption - Variable in class org.apache.samoa.learners.clusterers.simple.DistributedClusterer
 
parallelismHintOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
parallelismHintOption - Variable in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
PartitioningScheme - Enum in org.apache.samoa.utils
Represents the 3 schemes to partition the streams
partitionOptions(String[]) - Static method in class org.apache.samoa.moa.core.Utils
Returns the secondary set of options (if any) contained in the supplied options array.
PassiveRule - Class in org.apache.samoa.learners.classifiers.rules.common
PassiveRule is a LearningRule that update its LearningNode with the received new LearningNode.
PassiveRule(ActiveRule) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.PassiveRule
 
Perceptron - Class in org.apache.samoa.learners.classifiers.rules.common
Prediction scheme using Perceptron: Predictions are computed according to a linear function of the attributes.
Perceptron() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
Perceptron(Perceptron) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
Perceptron(Perceptron, boolean) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
Perceptron(Perceptron.PerceptronData) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
Perceptron.PerceptronData - Class in org.apache.samoa.learners.classifiers.rules.common
 
Perceptron.PerceptronSerializer - Class in org.apache.samoa.learners.classifiers.rules.common
 
perceptronattributeStatistics - Variable in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
PerceptronData() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.Perceptron.PerceptronData
 
PerceptronData(Perceptron) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.Perceptron.PerceptronData
 
PerceptronSerializer() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.Perceptron.PerceptronSerializer
 
PerformanceEvaluator - Interface in org.apache.samoa.evaluation
Interface implemented by learner evaluators to monitor the results of the learning process.
PointStorage(int) - Constructor for class org.apache.samoa.moa.cluster.Miniball.PointStorage
 
poisson(double, Random) - Static method in class org.apache.samoa.moa.core.MiscUtils
 
polevl(double, double[], int) - Static method in class org.apache.samoa.moa.core.Statistics
Evaluates the given polynomial of degree N at x.
positionOffsetOption - Variable in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
powerSeries(double, double, double) - Static method in class org.apache.samoa.moa.core.Statistics
Power series for incomplete beta integral.
Predicate - Interface in org.apache.samoa.moa.classifiers.rules.core
Interface for a predicate (a feature) in rules.
PredicateContentEvent - Class in org.apache.samoa.learners.classifiers.rules.distributed
New features (of newly expanded rules) from Learners to Model Aggregators.
PredicateContentEvent() - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.PredicateContentEvent
 
PredicateContentEvent(int, RuleSplitNode, RulePassiveRegressionNode) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.PredicateContentEvent
 
prediction(double[]) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
PredictionCombinerProcessor - Class in org.apache.samoa.learners.classifiers.ensemble
Combines predictions coming from an ensemble.
PredictionCombinerProcessor() - Constructor for class org.apache.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor
 
predictionFunction(int) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
predictionFunction(int) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
predictionFunction(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
predictionFunction(int) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
predictionFunctionOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
predictionFunctionOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
predictionFunctionOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
prepareClassOptions(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.moa.options.OptionsHandler
Prepares the options of this class.
prepareForUse() - Method in class org.apache.samoa.moa.options.AbstractOptionHandler
 
prepareForUse(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.moa.options.AbstractOptionHandler
 
prepareForUse() - Method in interface org.apache.samoa.moa.options.OptionHandler
This method prepares this object for use.
prepareForUse(TaskMonitor, ObjectRepository) - Method in interface org.apache.samoa.moa.options.OptionHandler
This method prepares this object for use.
prepareForUse() - Method in class org.apache.samoa.moa.options.OptionsHandler
Dictionary with option texts and objects
prepareForUse(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.moa.options.OptionsHandler
 
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.moa.streams.ArffFileStream
 
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.streams.ArffFileStream
 
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.apache.samoa.streams.FileStream
 
PrequentialEvaluation - Class in org.apache.samoa.tasks
Prequential Evaluation task is a scheme in evaluating performance of online classifiers which uses each instance for testing online classifiers model and then it further uses the same instance for training the model(Test-then-train)
PrequentialEvaluation() - Constructor for class org.apache.samoa.tasks.PrequentialEvaluation
 
PrequentialSourceProcessor - Class in org.apache.samoa.streams
Prequential Source Processor is the processor for Prequential Evaluation Task.
PrequentialSourceProcessor() - Constructor for class org.apache.samoa.streams.PrequentialSourceProcessor
 
printRule() - Method in class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
probabilityDensity(double) - Method in class org.apache.samoa.moa.core.GaussianEstimator
 
probabilityOfAttributeValueGivenClass(double, int) - Method in interface org.apache.samoa.moa.classifiers.core.attributeclassobservers.AttributeClassObserver
Gets the probability for an attribute value given a class
probabilityOfAttributeValueGivenClass(double, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver
 
probabilityOfAttributeValueGivenClass(double, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression
 
probabilityOfAttributeValueGivenClass(double, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver
 
probabilityOfAttributeValueGivenClass(double, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver
 
probabilityOfAttributeValueGivenClass(double, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver
 
probabilityOfAttributeValueGivenClass(double, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver
 
probabilityOfAttributeValueGivenClass(double, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.NullAttributeClassObserver
 
probabilityOfAttributeValueGivenClass(double, int) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver
 
probRound(double, Random) - Static method in class org.apache.samoa.moa.core.Utils
Rounds a double to the next nearest integer value in a probabilistic fashion (e.g.
probToLogOdds(double) - Static method in class org.apache.samoa.moa.core.Utils
Returns the log-odds for a given probabilitiy.
process(ContentEvent) - Method in interface org.apache.samoa.core.Processor
Entry point for the Processor code.
process(ContentEvent) - Method in class org.apache.samoa.evaluation.ClusteringEvaluatorProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.evaluation.EvaluatorProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.examples.HelloWorldDestinationProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.examples.HelloWorldSourceProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.ensemble.BaggingDistributorProcessor
On event.
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.ensemble.BoostingPredictionCombinerProcessor
On event.
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor
On event.
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
On event.
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
On event.
process(ContentEvent) - Method in class org.apache.samoa.learners.clusterers.simple.ClusteringDistributorProcessor
Process event.
process(ContentEvent) - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
process(ContentEvent) - Method in class org.apache.samoa.streams.StreamSourceProcessor
On event.
process(IncomingMessageEnvelope, MessageCollector, TaskCoordinator) - Method in class org.apache.samoa.topology.impl.SamzaEntranceProcessingItem
 
process(IncomingMessageEnvelope, MessageCollector, TaskCoordinator) - Method in class org.apache.samoa.topology.impl.SamzaProcessingItem
 
processElement(SamoaType) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
processEvent(ContentEvent, int) - Method in class org.apache.samoa.topology.impl.ThreadsProcessingItem
 
processEvent(ContentEvent) - Method in class org.apache.samoa.topology.impl.ThreadsProcessingItemInstance
 
ProcessingItem - Interface in org.apache.samoa.topology
Processing item interface.
Processor - Interface in org.apache.samoa.core
The Interface Processor.
put(ContentEvent) - Method in class org.apache.samoa.flink.topology.impl.FlinkStream
 
put(ContentEvent) - Method in class org.apache.samoa.topology.AbstractStream
 
put(ContentEvent) - Method in class org.apache.samoa.topology.impl.S4Stream
 
put(ContentEvent) - Method in class org.apache.samoa.topology.impl.SamzaStream
 
put(ContentEvent) - Method in class org.apache.samoa.topology.impl.ThreadsStream
 
put(ContentEvent) - Method in interface org.apache.samoa.topology.Stream
Puts events into a platform specific data stream.
putToStream(ContentEvent, Stream) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 

Q

QUESTION_MARK - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
quote(String) - Static method in class org.apache.samoa.instances.Utils
 
quote(String) - Static method in class org.apache.samoa.moa.core.Utils
Quotes a string if it contains special characters.

R

radiusDecreaseOption - Variable in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
radiusIncreaseOption - Variable in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
randomize(Random) - Method in class org.apache.samoa.instances.Instances
 
RandomRBFGeneratorEvents - Class in org.apache.samoa.moa.streams.clustering
 
RandomRBFGeneratorEvents() - Constructor for class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
RandomTreeGenerator - Class in org.apache.samoa.moa.streams.generators
Stream generator for a stream based on a randomly generated tree..
RandomTreeGenerator() - Constructor for class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
read(Kryo, Input, Class<Perceptron>) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron.PerceptronSerializer
 
read(Kryo, Input, Class<TargetMean>) - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean.TargetMeanSerializer
 
read(Kryo, Input, Class<AttributeContentEvent>) - Method in class org.apache.samoa.learners.classifiers.trees.AttributeContentEvent.AttributeCEFullPrecSerializer
 
read(Kryo, Input, Class<AttributeContentEvent>) - Method in class org.apache.samoa.learners.classifiers.trees.AttributeContentEvent.AttributeCESerializer
 
read(Kryo, Input, Class<ComputeContentEvent>) - Method in class org.apache.samoa.learners.classifiers.trees.ComputeContentEvent.ComputeCEFullPrecSerializer
 
read(Kryo, Input, Class<ComputeContentEvent>) - Method in class org.apache.samoa.learners.classifiers.trees.ComputeContentEvent.ComputeCESerializer
 
read() - Method in class org.apache.samoa.moa.core.InputStreamProgressMonitor
 
read(byte[]) - Method in class org.apache.samoa.moa.core.InputStreamProgressMonitor
 
read(byte[], int, int) - Method in class org.apache.samoa.moa.core.InputStreamProgressMonitor
 
read(Kryo, Input, Class) - Method in class org.apache.samoa.utils.SerializableSerializer
 
readFromFile(File) - Static method in class org.apache.samoa.moa.core.SerializeUtils
 
readInstance(Reader) - Method in class org.apache.samoa.instances.ArffLoader
 
readInstance(Reader) - Method in class org.apache.samoa.instances.Instances
 
readInstanceDense() - Method in class org.apache.samoa.instances.ArffLoader
 
RegressionLearner - Interface in org.apache.samoa.learners
 
RegressionPerformanceEvaluator - Interface in org.apache.samoa.evaluation
 
Regressor - Interface in org.apache.samoa.moa.classifiers
Regressor interface for incremental regression models.
remove(int) - Method in class org.apache.samoa.moa.cluster.Clustering
remove a cluster from the clustering
remove(int) - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
remove(Object) - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
removeBadSplits(SplitCriterion, double, double, double) - Method in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver
A method to remove all nodes in the E-BST in which it and all it's children represent 'bad' split points
removeClusterChangeListener(ClusterEventListener) - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
Remove a listener
removeElementAt(int) - Method in class org.apache.samoa.moa.core.FastVector
Deletes an element from this vector.
removeSubstring(String, String) - Static method in class org.apache.samoa.moa.core.Utils
Removes all occurrences of a string from another string.
replaceSubstring(String, String, String) - Static method in class org.apache.samoa.moa.core.Utils
Replaces with a new string, all occurrences of a string from another string.
requestCancel() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
requestCancel() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Requests the task monitored to cancel.
requestPause() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
requestPause() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Requests the task monitored to pause.
requestResultPreview() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
requestResultPreview(ResultPreviewListener) - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
requestResultPreview() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Requests to preview the task result.
requestResultPreview(ResultPreviewListener) - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Requests to preview the task result.
requestResume() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
requestResume() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Requests the task monitored to resume.
reset() - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
reset(int) - Method in class org.apache.samoa.evaluation.BasicClassificationPerformanceEvaluator
 
reset() - Method in class org.apache.samoa.evaluation.BasicRegressionPerformanceEvaluator
 
reset() - Method in interface org.apache.samoa.evaluation.PerformanceEvaluator
Resets this evaluator.
reset() - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
reset(int) - Method in class org.apache.samoa.evaluation.WindowClassificationPerformanceEvaluator
 
reset() - Method in class org.apache.samoa.learners.classifiers.ensemble.BoostingPredictionCombinerProcessor
 
reset() - Method in class org.apache.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor
 
reset() - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
reset(double, long) - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
reset() - Method in class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyFading
 
reset() - Method in class org.apache.samoa.moa.classifiers.rules.driftdetection.PageHinkleyTest
 
reset() - Method in class org.apache.samoa.moa.core.InputStreamProgressMonitor
 
reset() - Method in interface org.apache.samoa.moa.evaluation.LearningPerformanceEvaluator
Resets this evaluator.
reset() - Method in interface org.apache.samoa.streams.fs.FileStreamSource
Reset the source
reset() - Method in class org.apache.samoa.streams.fs.HDFSFileStreamSource
 
reset() - Method in class org.apache.samoa.streams.fs.LocalFileStreamSource
 
resetChange() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
resetError() - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
resetError() - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
resetLearning() - Method in interface org.apache.samoa.learners.classifiers.LocalLearner
Resets this classifier.
resetLearning() - Method in class org.apache.samoa.learners.classifiers.NaiveBayes
Resets this classifier.
resetLearning() - Method in class org.apache.samoa.learners.classifiers.SimpleClassifierAdapter
Resets this classifier.
resetLearning() - Method in class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
Resets this classifier.
resetLearning() - Method in interface org.apache.samoa.learners.clusterers.LocalClustererAdapter
Resets this classifier.
resetLearning() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
resetLearning() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector
Resets this change detector.
resetLearning() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWINChangeDetector
 
resetLearning() - Method in interface org.apache.samoa.moa.classifiers.core.driftdetection.ChangeDetector
Resets this change detector.
resetLearning() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.CusumDM
 
resetLearning() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.DDM
 
resetLearning() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.EDDM
 
resetLearning() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.EWMAChartDM
 
resetLearning() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.GeometricMovingAverageDM
 
resetLearning() - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.PageHinkleyDM
 
resetLearning() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
resetLearning() - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
resetLearning() - Method in interface org.apache.samoa.moa.learners.Learner
Resets this learner.
resetLearningImpl() - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
A method to reset the model
resetLearningImpl() - Method in class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
resetLearningImpl() - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
Resets this classifier.
resetLearningImpl() - Method in class org.apache.samoa.moa.classifiers.functions.MajorityClass
 
resetLearningImpl() - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
resetLearningImpl() - Method in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
resetLearningImpl() - Method in class org.apache.samoa.moa.clusterers.clustream.Clustream
 
resetLearningImpl() - Method in class org.apache.samoa.moa.clusterers.clustream.WithKmeans
 
restart() - Method in class org.apache.samoa.moa.streams.ArffFileStream
 
restart() - Method in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
restart() - Method in interface org.apache.samoa.moa.streams.ExampleStream
Restarts this stream.
restart() - Method in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
restart() - Method in class org.apache.samoa.moa.streams.generators.RandomTreeGenerator
 
restart() - Method in class org.apache.samoa.streams.FileStream
 
ResultContentEvent - Class in org.apache.samoa.learners
The Class ResultEvent.
ResultContentEvent() - Constructor for class org.apache.samoa.learners.ResultContentEvent
 
ResultContentEvent(boolean) - Constructor for class org.apache.samoa.learners.ResultContentEvent
 
ResultContentEvent(long, Instance, int, double[], boolean) - Constructor for class org.apache.samoa.learners.ResultContentEvent
Instantiates a new result event.
resultingClassDistributionFromSplit(int) - Method in class org.apache.samoa.moa.classifiers.core.AttributeSplitSuggestion
 
resultingClassDistributions - Variable in class org.apache.samoa.moa.classifiers.core.AttributeSplitSuggestion
 
resultKnownForInstance(Instance) - Method in class org.apache.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalTest
Gets whether the number of the branch for an instance is known.
ResultPreviewListener - Interface in org.apache.samoa.moa.tasks
Interface implemented by classes that preview results on the Graphical User Interface
resultPreviewRequested() - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
resultPreviewRequested() - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Gets whether there is a request for preview the task result.
revertNewLines(String) - Static method in class org.apache.samoa.moa.core.Utils
Reverts \r and \n in a string into carriage returns and new lines.
right - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver.Node
 
right - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression.Node
 
root - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver
 
root - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver
 
root1 - Variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression
 
round(double) - Static method in class org.apache.samoa.moa.core.Utils
Rounds a double to the next nearest integer value.
roundDouble(double, int) - Static method in class org.apache.samoa.moa.core.Utils
Rounds a double to the given number of decimal places.
Rule - Class in org.apache.samoa.learners.classifiers.rules.common
The base class for "rule".
Rule() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.Rule
 
RuleActiveLearningNode - Interface in org.apache.samoa.learners.classifiers.rules.common
Interface for Rule's LearningNode that updates both statistics for expanding rule and computing predictions.
RuleActiveRegressionNode - Class in org.apache.samoa.learners.classifiers.rules.common
LearningNode for regression rule that updates both statistics for expanding rule and computing predictions.
RuleActiveRegressionNode() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
RuleActiveRegressionNode(ActiveRule.Builder) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
RuleContentEvent - Class in org.apache.samoa.learners.classifiers.rules.distributed
New rule from Model Aggregator/Default Rule Learner to Learners or removed rule from Learner to Model Aggregators.
RuleContentEvent() - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.RuleContentEvent
 
RuleContentEvent(int, ActiveRule, boolean) - Constructor for class org.apache.samoa.learners.classifiers.rules.distributed.RuleContentEvent
 
RulePassiveLearningNode - Interface in org.apache.samoa.learners.classifiers.rules.common
Interface for Rule's LearningNode that does not update statistics for expanding rule.
RulePassiveRegressionNode - Class in org.apache.samoa.learners.classifiers.rules.common
LearningNode for regression rule that does not update statistics for expanding rule.
RulePassiveRegressionNode(double[]) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.RulePassiveRegressionNode
 
RulePassiveRegressionNode() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.RulePassiveRegressionNode
 
RulePassiveRegressionNode(RuleRegressionNode) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.RulePassiveRegressionNode
 
RuleRegressionNode - Class in org.apache.samoa.learners.classifiers.rules.common
The base class for LearningNode for regression rule.
RuleRegressionNode(double[]) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
RuleRegressionNode() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
ruleSetParallelismOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
RuleSplitNode - Class in org.apache.samoa.learners.classifiers.rules.common
Represent a feature of rules (an element of ruleĊ› nodeList).
RuleSplitNode() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.RuleSplitNode
Create a new RuleSplitNode
RuleSplitNode(InstanceConditionalTest, double[]) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.RuleSplitNode
 
run() - Method in class org.apache.samoa.topology.impl.SimpleTopology
 
run() - Method in class org.apache.samoa.topology.impl.ThreadsEventRunnable
 
run() - Method in class org.apache.samoa.topology.impl.ThreadsTopology
 

S

S4ComponentFactory - Class in org.apache.samoa.topology.impl
S4 Platform Component Factory
S4ComponentFactory() - Constructor for class org.apache.samoa.topology.impl.S4ComponentFactory
 
S4Config() - Constructor for class org.apache.samoa.topology.impl.S4Submitter.S4Config
 
S4DoTask - Class in org.apache.samoa.topology.impl
The Class DoTaskApp.
S4DoTask() - Constructor for class org.apache.samoa.topology.impl.S4DoTask
 
S4EntranceProcessingItem - Class in org.apache.samoa.topology.impl
 
S4EntranceProcessingItem(EntranceProcessor, App) - Constructor for class org.apache.samoa.topology.impl.S4EntranceProcessingItem
Constructor of an S4 entrance processing item.
S4Event - Class in org.apache.samoa.topology.impl
The Class InstanceEvent.
S4Event() - Constructor for class org.apache.samoa.topology.impl.S4Event
Instantiates a new instance event.
S4Event(ContentEvent) - Constructor for class org.apache.samoa.topology.impl.S4Event
Instantiates a new instance event.
S4ProcessingItem - Class in org.apache.samoa.topology.impl
S4 Platform platform specific processing item, inherits from S4 ProcessinElemnt.
S4ProcessingItem(App) - Constructor for class org.apache.samoa.topology.impl.S4ProcessingItem
Constructor of S4 ProcessingItem.
S4Stream - Class in org.apache.samoa.topology.impl
S4 Platform specific stream.
S4Stream(S4DoTask) - Constructor for class org.apache.samoa.topology.impl.S4Stream
 
S4Stream(S4DoTask, S4ProcessingItem) - Constructor for class org.apache.samoa.topology.impl.S4Stream
 
S4Submitter - Class in org.apache.samoa.topology.impl
 
S4Submitter() - Constructor for class org.apache.samoa.topology.impl.S4Submitter
 
S4Submitter.S4Config - Class in org.apache.samoa.topology.impl
 
S4Topology - Class in org.apache.samoa.topology.impl
 
SamoaSerializer - Class in org.apache.samoa.topology.impl
 
SamoaSerializer(ClassLoader) - Constructor for class org.apache.samoa.topology.impl.SamoaSerializer
 
SamoaSerializerModule - Class in org.apache.samoa.topology.impl
 
SamoaSerializerModule() - Constructor for class org.apache.samoa.topology.impl.SamoaSerializerModule
 
SamoaSystemConsumer(String, Config) - Constructor for class org.apache.samoa.topology.impl.SamzaEntranceProcessingItem.SamoaSystemConsumer
 
SamoaSystemFactory - Class in org.apache.samoa.topology.impl
Implementation of Samza's SystemFactory Samza will use this factory to get our custom consumer which gets the events from SAMOA EntranceProcessor and feed them to EntranceProcessingItem task
SamoaSystemFactory() - Constructor for class org.apache.samoa.topology.impl.SamoaSystemFactory
 
SamoaType - Class in org.apache.samoa.flink.topology.impl
 
SamoaType() - Constructor for class org.apache.samoa.flink.topology.impl.SamoaType
 
sample(Random) - Method in class org.apache.samoa.moa.cluster.Cluster
Samples this cluster by returning a point from inside it.
sample(Random) - Method in class org.apache.samoa.moa.cluster.SphereCluster
Samples this cluster by returning a point from inside it.
sampleFrequencyOption - Variable in class org.apache.samoa.tasks.ClusteringEvaluation
 
sampleFrequencyOption - Variable in class org.apache.samoa.tasks.PrequentialEvaluation
 
samplingFrequency(int) - Method in class org.apache.samoa.evaluation.ClusteringEvaluatorProcessor.Builder
 
samplingFrequency(int) - Method in class org.apache.samoa.evaluation.EvaluatorProcessor.Builder
 
samplingThresholdOption - Variable in class org.apache.samoa.tasks.ClusteringEvaluation
 
SamzaComponentFactory - Class in org.apache.samoa.topology.impl
Implementation of SAMOA ComponentFactory for Samza
SamzaComponentFactory() - Constructor for class org.apache.samoa.topology.impl.SamzaComponentFactory
 
SamzaConfigFactory - Class in org.apache.samoa.utils
Generate Configs that will be used to submit Samza jobs from the input topology (one config per PI/EntrancePI in the topology)
SamzaConfigFactory() - Constructor for class org.apache.samoa.utils.SamzaConfigFactory
 
SamzaDoTask - Class in org.apache.samoa
Main class to run the task on Samza
SamzaDoTask() - Constructor for class org.apache.samoa.SamzaDoTask
 
SamzaEngine - Class in org.apache.samoa.topology.impl
This class will submit a list of Samza jobs with the Configs generated from the input topology
SamzaEngine() - Constructor for class org.apache.samoa.topology.impl.SamzaEngine
 
SamzaEntranceProcessingItem - Class in org.apache.samoa.topology.impl
EntranceProcessingItem for Samza which is also a Samza task (StreamTask & InitableTask)
SamzaEntranceProcessingItem(EntranceProcessor) - Constructor for class org.apache.samoa.topology.impl.SamzaEntranceProcessingItem
 
SamzaEntranceProcessingItem() - Constructor for class org.apache.samoa.topology.impl.SamzaEntranceProcessingItem
 
SamzaEntranceProcessingItem.SamoaSystemConsumer - Class in org.apache.samoa.topology.impl
 
SamzaKryoSerde(String) - Constructor for class org.apache.samoa.utils.SamzaKryoSerdeFactory.SamzaKryoSerde
 
SamzaKryoSerdeFactory<T> - Class in org.apache.samoa.utils
Implementation of Samza's SerdeFactory that uses Kryo to serialize/deserialize objects
SamzaKryoSerdeFactory() - Constructor for class org.apache.samoa.utils.SamzaKryoSerdeFactory
 
SamzaKryoSerdeFactory.SamzaKryoSerde<V> - Class in org.apache.samoa.utils
 
SamzaProcessingItem - Class in org.apache.samoa.topology.impl
ProcessingItem for Samza which is also a Samza task (StreamTask and InitableTask)
SamzaProcessingItem() - Constructor for class org.apache.samoa.topology.impl.SamzaProcessingItem
 
SamzaProcessingItem(Processor, int) - Constructor for class org.apache.samoa.topology.impl.SamzaProcessingItem
 
SamzaProcessingNode - Interface in org.apache.samoa.topology.impl
Common interface of SamzaEntranceProcessingItem and SamzaProcessingItem
SamzaStream - Class in org.apache.samoa.topology.impl
Stream for SAMOA on Samza
SamzaStream(IProcessingItem) - Constructor for class org.apache.samoa.topology.impl.SamzaStream
 
SamzaStream.SamzaSystemStream - Class in org.apache.samoa.topology.impl
SamzaSystemStream wrap around a Samza's SystemStream It contains the info to create a Samza stream during the constructing process of the topology and will create the actual Samza stream when the topology is submitted (invoking initSystemStream())
SamzaSystemStream(String, String, PartitioningScheme, int) - Constructor for class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
SamzaSystemStream(String, String, PartitioningScheme) - Constructor for class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
SamzaTopology - Class in org.apache.samoa.topology.impl
Topology for Samza
SamzaTopology(String) - Constructor for class org.apache.samoa.topology.impl.SamzaTopology
 
scaleValues(double) - Method in class org.apache.samoa.moa.core.DoubleVector
 
SDRSplitCriterion - Class in org.apache.samoa.moa.classifiers.core.splitcriteria
 
SDRSplitCriterion() - Constructor for class org.apache.samoa.moa.classifiers.core.splitcriteria.SDRSplitCriterion
 
SDRSplitCriterionAMRules - Class in org.apache.samoa.moa.classifiers.rules.core.splitcriteria
 
SDRSplitCriterionAMRules() - Constructor for class org.apache.samoa.moa.classifiers.rules.core.splitcriteria.SDRSplitCriterionAMRules
 
secondsToDHMSString(double) - Static method in class org.apache.samoa.moa.core.StringUtils
 
send(MessageCollector, ContentEvent) - Method in class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
sendEndEvaluationInstance(Stream) - Method in class org.apache.samoa.streams.StreamSourceProcessor
Send end evaluation instance.
sendInstances(Stream, int, boolean, boolean) - Method in class org.apache.samoa.streams.StreamSourceProcessor
Send instances.
Separation - Class in org.apache.samoa.evaluation.measures
 
Separation() - Constructor for class org.apache.samoa.evaluation.measures.Separation
 
SERDE_REGISTRATION_KEY - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
SerializableInstance - Class in org.apache.samoa.core
The Class SerializableInstance.
SerializableInstance() - Constructor for class org.apache.samoa.core.SerializableInstance
Instantiates a new serializable instance.
SerializableInstance(int) - Constructor for class org.apache.samoa.core.SerializableInstance
Instantiates a new serializable instance.
SerializableInstance(Instance) - Constructor for class org.apache.samoa.core.SerializableInstance
Instantiates a new serializable instance.
SerializableSerializer - Class in org.apache.samoa.utils
Serialize and deserialize objects with Java serialization
SerializableSerializer() - Constructor for class org.apache.samoa.utils.SerializableSerializer
 
serialize(Object) - Method in class org.apache.samoa.topology.impl.SamoaSerializer
 
serializeObjectToHDFS(Object, String) - Static method in class org.apache.samoa.utils.SystemsUtils
 
serializeObjectToLocalFileSystem(Object, String) - Static method in class org.apache.samoa.utils.SystemsUtils
 
SerializeUtils - Class in org.apache.samoa.moa.core
Class implementing some serialize utility methods.
SerializeUtils() - Constructor for class org.apache.samoa.moa.core.SerializeUtils
 
SerializeUtils.ByteCountingOutputStream - Class in org.apache.samoa.moa.core
 
serialVersionUID - Static variable in class org.apache.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression
 
set(int, T) - Method in class org.apache.samoa.moa.core.AutoExpandVector
 
setAMMemory(int) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setAMMemory(int) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setApp(S4DoTask) - Method in class org.apache.samoa.topology.impl.S4ComponentFactory
Sets S4 application.
setAttributes(List<Attribute>) - Method in class org.apache.samoa.instances.InstanceInformation
 
setAttributeValue(NumericAttributeBinaryRulePredicate) - Method in class org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate
 
setAttributeValues(double[]) - Method in class org.apache.samoa.instances.SparseInstanceData
 
setBatchSize(int) - Method in class org.apache.samoa.topology.AbstractStream
Set suggested batch size
setBatchSize(int) - Method in interface org.apache.samoa.topology.Stream
Set batch size
setBestSuggestion(AttributeSplitSuggestion) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
setBuilder(ActiveRule.Builder) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
 
setCenter(double[]) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
setChangeDetector(ChangeDetector) - Method in interface org.apache.samoa.learners.AdaptiveLearner
Sets the change detector item.
setChangeDetector(ChangeDetector) - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
 
setChangeDetector(ChangeDetector) - Method in class org.apache.samoa.learners.classifiers.SingleClassifier
 
setChangeDetector(ChangeDetector) - Method in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
setCheckpointFrequency(int) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setCheckpointFrequency(int) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setClassifierIndex(int) - Method in class org.apache.samoa.learners.InstanceContentEvent
Sets the classifier index.
setClassifierIndex(int) - Method in class org.apache.samoa.learners.InstancesContentEvent
Sets the classifier index.
setClassifierIndex(int) - Method in class org.apache.samoa.learners.ResultContentEvent
Sets the classifier index.
setClassIndex(int) - Method in class org.apache.samoa.instances.InstanceInformation
 
setClassIndex(int) - Method in class org.apache.samoa.instances.Instances
 
setClassValue(double) - Method in interface org.apache.samoa.instances.Instance
 
setClassValue(double) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
setClassVotes(double[]) - Method in class org.apache.samoa.learners.ResultContentEvent
Sets the class votes.
setClock(int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
setCollector(MessageCollector) - Method in class org.apache.samoa.topology.impl.SamzaStream
 
setConfigHome(String) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setContainerMemory(int) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setContainerMemory(int) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setContentEvent(ContentEvent) - Method in class org.apache.samoa.topology.impl.S4Event
Sets the content event.
setCurrentActivity(String, double) - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
setCurrentActivity(String, double) - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Sets the description and the percentage done of the current activity.
setCurrentActivityDescription(String) - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
setCurrentActivityDescription(String) - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Sets the description of the current activity.
setCurrentActivityFractionComplete(double) - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
setCurrentActivityFractionComplete(double) - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Sets the percentage done of the current activity
setCurrentObject(Object) - Method in class org.apache.samoa.moa.options.AbstractClassOption
Sets current object.
setDataset(Instances) - Method in interface org.apache.samoa.instances.Instance
 
setDataset(Instances) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
setDataset(Instances) - Method in interface org.apache.samoa.learners.classifiers.LocalLearner
Deprecated.
setDataset(Instances) - Method in class org.apache.samoa.learners.classifiers.NaiveBayes
 
setDataset(Instances) - Method in class org.apache.samoa.learners.classifiers.SimpleClassifierAdapter
 
setDataset(Instances) - Method in class org.apache.samoa.learners.clusterers.ClustreamClustererAdapter
 
setDataset(Instances) - Method in interface org.apache.samoa.learners.clusterers.LocalClustererAdapter
Sets where to obtain the information of attributes of Instances
setDefaultRuleStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
setDelayBatchSize(int) - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
setEnabled(int, boolean) - Method in class org.apache.samoa.moa.evaluation.MeasureCollection
 
setEnsembleSize(int) - Method in class org.apache.samoa.learners.classifiers.ensemble.BaggingDistributorProcessor
 
setEnsembleSize(int) - Method in class org.apache.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor
Sets the size ensemble.
setEvaluationIndex(int) - Method in class org.apache.samoa.learners.InstanceContentEvent
Sets the evaluation index.
setEvaluationIndex(int) - Method in class org.apache.samoa.learners.InstancesContentEvent
Sets the evaluation index.
setEvaluationIndex(int) - Method in class org.apache.samoa.learners.ResultContentEvent
Sets the evaluation index.
setEvaluationStream(Stream) - Method in class org.apache.samoa.learners.clusterers.simple.ClusteringDistributorProcessor
 
setFactory(ComponentFactory) - Method in class org.apache.samoa.examples.HelloWorldTask
 
setFactory(ComponentFactory) - Method in class org.apache.samoa.tasks.ClusteringEvaluation
 
setFactory(ComponentFactory) - Method in class org.apache.samoa.tasks.PrequentialEvaluation
 
setFactory(ComponentFactory) - Method in interface org.apache.samoa.tasks.Task
Sets the factory.
setFactory(ComponentFactory) - Method in class org.apache.samoa.topology.impl.S4DoTask
Sets the factory.
setGroundTruth(double) - Method in class org.apache.samoa.moa.cluster.Cluster
 
setGroundTruthSamplingFrequency(int) - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
setHadoopConfigHome(String) - Static method in class org.apache.samoa.utils.SystemsUtils
 
setId(double) - Method in class org.apache.samoa.moa.cluster.Cluster
 
setIndexValues(int[]) - Method in class org.apache.samoa.instances.SparseInstanceData
 
setInput(double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
setInput(double, double) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
setInstance(SerializableInstance) - Method in class org.apache.samoa.learners.ResultContentEvent
Sets the instance.
setInstancesSeen(int) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
setKafka(String) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setKafka(String) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setKafkaReplicationFactor(int) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setKey(String) - Method in interface org.apache.samoa.core.ContentEvent
Sets the content event key.
setKey(String) - Method in class org.apache.samoa.evaluation.ClusteringEvaluationContentEvent
 
setKey(String) - Method in class org.apache.samoa.evaluation.ClusteringResultContentEvent
 
setKey(String) - Method in class org.apache.samoa.examples.HelloWorldContentEvent
 
setKey(String) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AssignmentContentEvent
 
setKey(String) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.PredicateContentEvent
 
setKey(String) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.RuleContentEvent
 
setKey(String) - Method in class org.apache.samoa.learners.classifiers.trees.AttributeContentEvent
 
setKey(String) - Method in class org.apache.samoa.learners.clusterers.ClusteringContentEvent
 
setKey(String) - Method in class org.apache.samoa.learners.InstanceContentEvent
 
setKey(String) - Method in class org.apache.samoa.learners.InstancesContentEvent
 
setKey(String) - Method in class org.apache.samoa.learners.ResultContentEvent
 
setKey(String) - Method in class org.apache.samoa.topology.impl.S4Event
 
setKryoRegisterFile(String) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setKryoRegisterFile(String) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setLast(boolean) - Method in class org.apache.samoa.learners.clusterers.ClusteringContentEvent
 
setLast(boolean) - Method in class org.apache.samoa.learners.InstanceContentEvent
 
setLast(boolean) - Method in class org.apache.samoa.learners.InstancesContentEvent
 
setLatestResultPreview(Object) - Method in class org.apache.samoa.moa.tasks.NullMonitor
 
setLatestResultPreview(Object) - Method in interface org.apache.samoa.moa.tasks.TaskMonitor
Sets the current result to preview
setLearner(LocalLearner) - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
Sets the learner.
setLearner(LocalClustererAdapter) - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
Sets the learner.
setLearningNode(RuleRegressionNode) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
 
setLearningNode(RuleRegressionNode) - Method in class org.apache.samoa.learners.classifiers.rules.common.LearningRule
 
setLearningNode(RuleRegressionNode) - Method in class org.apache.samoa.learners.classifiers.rules.common.PassiveRule
 
setLearningRatio(double) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
setLocal(boolean) - Method in class org.apache.samoa.topology.impl.S4Submitter
 
setLocal(boolean) - Method in interface org.apache.samoa.topology.ISubmitter
Sets if the task should run locally or distributed.
setLocalMode(boolean) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setLocalMode(boolean) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setMaxBufferSize(int) - Method in class org.apache.samoa.topology.impl.SamoaSerializer
 
setMaxNodes(int) - Method in class org.apache.samoa.moa.classifiers.rules.core.attributeclassobservers.FIMTDDNumericAttributeClassLimitObserver
 
setMaxNumInstances(int) - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
setMaxNumInstances(int) - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
setMeasureValue(String, String) - Method in class org.apache.samoa.moa.cluster.Cluster
 
setMeasureValue(String, double) - Method in class org.apache.samoa.moa.cluster.Cluster
 
setMeasureValue(String, double) - Method in class org.apache.samoa.moa.core.DataPoint
 
setMeasureValue(String, String) - Method in class org.apache.samoa.moa.core.DataPoint
 
setModelContext(InstancesHeader) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
setModelContext(InstancesHeader) - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
setModelContext(InstancesHeader) - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
setModelContext(InstancesHeader) - Method in interface org.apache.samoa.moa.learners.Learner
Sets the reference to the header of the data stream.
setN(double) - Method in class org.apache.samoa.moa.cluster.CFCluster
 
setName(String) - Method in class org.apache.samoa.topology.AbstractEntranceProcessingItem
Set the name (or ID) of this EntranceProcessingItem
setName(String) - Method in class org.apache.samoa.topology.AbstractProcessingItem
Set the name (or ID) of this ProcessingItem
setName(String) - Method in class org.apache.samoa.topology.impl.S4EntranceProcessingItem
 
setName(String) - Method in interface org.apache.samoa.topology.impl.SamzaProcessingNode
Sets the name/id for this processing item
setNodeList(List<RuleSplitNode>) - Method in class org.apache.samoa.learners.classifiers.rules.common.Rule
 
setNumberAttributes(int) - Method in class org.apache.samoa.instances.SparseInstanceData
 
setNumberOfThreads(int) - Static method in class org.apache.samoa.topology.impl.ThreadsEngine
 
setOnIteration(boolean) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
setOutputStream(Stream) - Method in class org.apache.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor
Sets the output stream.
setOutputStream(Stream) - Method in class org.apache.samoa.learners.classifiers.LocalLearnerProcessor
Set the output streams.
setOutputStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor
 
setOutputStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor
 
setOutputStream(Stream) - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
Set the output streams.
setOutputStream(Stream) - Method in class org.apache.samoa.learners.clusterers.simple.ClusteringDistributorProcessor
 
setOutputStream(Stream) - Method in class org.apache.samoa.topology.AbstractEntranceProcessingItem
Set the output stream of this EntranceProcessingItem.
setOutputStream(Stream) - Method in interface org.apache.samoa.topology.EntranceProcessingItem
Set the single output stream for this EntranceProcessingItem.
setOutputStream(Stream) - Method in class org.apache.samoa.topology.impl.S4EntranceProcessingItem
 
setOutputStreams(Stream[]) - Method in class org.apache.samoa.learners.classifiers.ensemble.BaggingDistributorProcessor
 
setOutStream(DataStream) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
setParalellismLevel(int) - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
Sets processing item paralellism level.
setParallelism(int) - Method in class org.apache.samoa.flink.topology.impl.FlinkProcessingItem
 
setParallelism(int) - Method in class org.apache.samoa.topology.impl.S4EntranceProcessingItem
 
setParallelism(int) - Method in class org.apache.samoa.topology.impl.S4Stream
 
setPerceptron(Perceptron) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
setPiPerContainerRatio(int) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setPiPerContainerRatio(int) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setProcessor(Processor) - Method in class org.apache.samoa.topology.impl.S4ProcessingItem
Sets S4 processing item processor.
setRadius(double) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
setRandomSeed(int) - Method in class org.apache.samoa.moa.classifiers.AbstractClassifier
 
setRandomSeed(int) - Method in class org.apache.samoa.moa.clusterers.AbstractClusterer
 
setRandomSeed(int) - Method in interface org.apache.samoa.moa.clusterers.Clusterer
 
setRandomSeed(int) - Method in interface org.apache.samoa.moa.learners.Learner
Sets the seed for random number generation.
setRelationName(String) - Method in class org.apache.samoa.instances.InstanceInformation
 
setRelationName(String) - Method in class org.apache.samoa.instances.Instances
 
setReplicationFactor(int) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setResultStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor
 
setResultStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor
 
setResultStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
setResultStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
setRuleNumberID(int) - Method in class org.apache.samoa.learners.classifiers.rules.common.Rule
 
setRuleStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor
 
setSAMOADir(String) - Static method in class org.apache.samoa.utils.SystemsUtils
 
setSample(boolean) - Method in class org.apache.samoa.learners.clusterers.ClusteringContentEvent
 
setSampleFrequency(long) - Method in class org.apache.samoa.learners.clusterers.LocalClustererProcessor
 
setSamplingThreshold(double) - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
setSourceClustering(Clustering) - Method in class org.apache.samoa.moa.clusterers.ClusterGenerator
 
setSourceDelay(int) - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
setSplitIndex(int) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
setStatisticsBranchSplit(double[]) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
setStatisticsNewRuleActiveLearningNode(double[]) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
setStatisticsOtherBranchSplit(double[]) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode
 
setStatisticsStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor
 
setStatisticsStream(Stream) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor
 
setStream(InstanceStream) - Method in class org.apache.samoa.streams.StreamSource
Sets the stream.
setStreamId(String) - Method in class org.apache.samoa.topology.AbstractStream
Set the name (ID) of this stream
setStreamSource(InstanceStream) - Method in class org.apache.samoa.streams.ClusteringEntranceProcessor
 
setStreamSource(InstanceStream) - Method in class org.apache.samoa.streams.PrequentialSourceProcessor
 
setStreamSource(InstanceStream) - Method in class org.apache.samoa.streams.StreamSourceProcessor
Sets the stream source.
setSystem(String) - Method in class org.apache.samoa.topology.impl.SamzaStream.SamzaSystemStream
 
setSystemName(String) - Method in class org.apache.samoa.topology.impl.SamzaStream
 
setSystemNameForStreams(Set<Stream>) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setTargetMean(TargetMean) - Method in class org.apache.samoa.learners.classifiers.rules.common.RuleRegressionNode
 
setTesting(boolean) - Method in class org.apache.samoa.learners.InstanceContentEvent
Set testing flag.
setTopologyName(String) - Method in class org.apache.samoa.topology.AbstractTopology
Sets the name of this topology
setTopologyName(String) - Method in interface org.apache.samoa.topology.Topology
Set the topology's name
setTraining(boolean) - Method in class org.apache.samoa.learners.InstanceContentEvent
Set training flag.
setTrainingStream(Stream) - Method in class org.apache.samoa.learners.classifiers.ensemble.BoostingPredictionCombinerProcessor
Sets the training stream.
setupInstances() - Method in class org.apache.samoa.topology.impl.ThreadsProcessingItem
 
setValue(int, double) - Method in class org.apache.samoa.core.DoubleVector
 
setValue(int, double) - Method in class org.apache.samoa.instances.DenseInstanceData
 
setValue(int, double) - Method in interface org.apache.samoa.instances.Instance
 
setValue(int, double) - Method in interface org.apache.samoa.instances.InstanceData
 
setValue(int, double) - Method in class org.apache.samoa.instances.SingleClassInstanceData
 
setValue(int, double) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
setValue(int, double) - Method in class org.apache.samoa.instances.SparseInstanceData
 
setValue(int, double) - Method in class org.apache.samoa.moa.core.DoubleVector
 
setValueViaCLIString(String) - Method in class org.apache.samoa.moa.options.AbstractClassOption
 
setValueViaCLIString(String) - Method in class org.apache.samoa.moa.options.ClassOption
 
setW(int) - Method in class org.apache.samoa.moa.classifiers.core.driftdetection.ADWIN
 
setWeight(double) - Method in interface org.apache.samoa.instances.Instance
 
setWeight(double) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
setWeight(double) - Method in class org.apache.samoa.moa.cluster.SphereCluster
 
setWeight(double) - Method in interface org.apache.samoa.moa.core.Example
 
setWeight(double) - Method in class org.apache.samoa.moa.core.InstanceExample
 
setWeights(double[]) - Method in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
setYarnPackage(String) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setYarnPackage(String) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setZooKeeper(String) - Method in class org.apache.samoa.topology.impl.SamzaEngine
 
setZookeeper(String) - Method in class org.apache.samoa.utils.SamzaConfigFactory
 
setZookeeper(String) - Static method in class org.apache.samoa.utils.SystemsUtils
 
SHUFFLE - Static variable in class org.apache.samoa.topology.impl.S4Stream
 
SHUFFLE - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
sigmaPercentageOption - Variable in class org.apache.samoa.moa.streams.generators.HyperplaneGenerator
 
SilhouetteCoefficient - Class in org.apache.samoa.evaluation.measures
 
SilhouetteCoefficient() - Constructor for class org.apache.samoa.evaluation.measures.SilhouetteCoefficient
 
SimpleClassifierAdapter - Class in org.apache.samoa.learners.classifiers
Base class for adapting external classifiers.
SimpleClassifierAdapter(Classifier, Instances) - Constructor for class org.apache.samoa.learners.classifiers.SimpleClassifierAdapter
Instantiates a new learner.
SimpleClassifierAdapter() - Constructor for class org.apache.samoa.learners.classifiers.SimpleClassifierAdapter
Instantiates a new learner.
SimpleComponentFactory - Class in org.apache.samoa.topology.impl
 
SimpleComponentFactory() - Constructor for class org.apache.samoa.topology.impl.SimpleComponentFactory
 
SimpleEngine - Class in org.apache.samoa.topology.impl
 
SimpleEngine() - Constructor for class org.apache.samoa.topology.impl.SimpleEngine
 
SimpleTopology - Class in org.apache.samoa.topology.impl
 
SingleClassifier - Class in org.apache.samoa.learners.classifiers
Classifier that contain a single classifier.
SingleClassifier() - Constructor for class org.apache.samoa.learners.classifiers.SingleClassifier
 
SingleClassInstanceData - Class in org.apache.samoa.instances
 
SingleClassInstanceData() - Constructor for class org.apache.samoa.instances.SingleClassInstanceData
 
SingleLabelInstance - Class in org.apache.samoa.instances
 
SingleLabelInstance() - Constructor for class org.apache.samoa.instances.SingleLabelInstance
 
SingleLabelInstance(SingleLabelInstance) - Constructor for class org.apache.samoa.instances.SingleLabelInstance
 
SingleLabelInstance(double, double[]) - Constructor for class org.apache.samoa.instances.SingleLabelInstance
 
SingleLabelInstance(double, double[], int[], int) - Constructor for class org.apache.samoa.instances.SingleLabelInstance
 
SingleLabelInstance(double, InstanceData) - Constructor for class org.apache.samoa.instances.SingleLabelInstance
 
SingleLabelInstance(int) - Constructor for class org.apache.samoa.instances.SingleLabelInstance
 
SingleLearner - Class in org.apache.samoa.learners.clusterers
Learner that contain a single learner.
SingleLearner() - Constructor for class org.apache.samoa.learners.clusterers.SingleLearner
 
size() - Method in class org.apache.samoa.moa.cluster.Clustering
 
size() - Method in class org.apache.samoa.moa.cluster.Miniball.PointStorage
 
skip(long) - Method in class org.apache.samoa.moa.core.InputStreamProgressMonitor
 
sm(double, double) - Static method in class org.apache.samoa.moa.core.Utils
Tests if a is smaller than b.
SMALL - Static variable in class org.apache.samoa.moa.core.Utils
The small deviation allowed in double comparisons.
smOrEq(double, double) - Static method in class org.apache.samoa.moa.core.Utils
Tests if a is smaller or equal to b.
sort(int[]) - Static method in class org.apache.samoa.moa.core.Utils
Sorts a given array of integers in ascending order and returns an array of integers with the positions of the elements of the original array in the sorted array.
sort(double[]) - Static method in class org.apache.samoa.moa.core.Utils
Sorts a given array of doubles in ascending order and returns an array of integers with the positions of the elements of the original array in the sorted array.
sourceDelayOption - Variable in class org.apache.samoa.tasks.ClusteringEvaluation
 
sourceDelayOption - Variable in class org.apache.samoa.tasks.PrequentialEvaluation
 
sourceTypeOption - Variable in class org.apache.samoa.streams.FileStream
 
SparseInstance - Class in org.apache.samoa.instances
 
SparseInstance(double, double[]) - Constructor for class org.apache.samoa.instances.SparseInstance
 
SparseInstance(SingleLabelInstance) - Constructor for class org.apache.samoa.instances.SparseInstance
 
SparseInstance(double) - Constructor for class org.apache.samoa.instances.SparseInstance
 
SparseInstance(double, double[], int[], int) - Constructor for class org.apache.samoa.instances.SparseInstance
 
SparseInstanceData - Class in org.apache.samoa.instances
 
SparseInstanceData(double[], int[], int) - Constructor for class org.apache.samoa.instances.SparseInstanceData
 
SparseInstanceData(int) - Constructor for class org.apache.samoa.instances.SparseInstanceData
 
speedOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
speedRangeOption - Variable in class org.apache.samoa.moa.streams.clustering.RandomRBFGeneratorEvents
 
SphereCluster - Class in org.apache.samoa.moa.cluster
A simple implementation of the Cluster interface representing spherical clusters.
SphereCluster(double[], double) - Constructor for class org.apache.samoa.moa.cluster.SphereCluster
 
SphereCluster() - Constructor for class org.apache.samoa.moa.cluster.SphereCluster
 
SphereCluster(double[], double, double) - Constructor for class org.apache.samoa.moa.cluster.SphereCluster
 
SphereCluster(int, double, Random) - Constructor for class org.apache.samoa.moa.cluster.SphereCluster
 
SphereCluster(List<? extends Instance>, int) - Constructor for class org.apache.samoa.moa.cluster.SphereCluster
 
split() - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
 
splitConfidence(double) - Method in class org.apache.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor.Builder
 
splitConfidence(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor.Builder
 
splitConfidence(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor.Builder
 
splitConfidence(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor.Builder
 
splitConfidence(double) - Method in class org.apache.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor.Builder
 
splitConfidenceOption - Variable in class org.apache.samoa.learners.classifiers.rules.AMRulesRegressor
 
splitConfidenceOption - Variable in class org.apache.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor
 
splitConfidenceOption - Variable in class org.apache.samoa.learners.classifiers.rules.VerticalAMRulesRegressor
 
splitConfidenceOption - Variable in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
SplitCriterion - Interface in org.apache.samoa.moa.classifiers.core.splitcriteria
Interface for computing splitting criteria.
splitCriterionOption - Variable in class org.apache.samoa.learners.classifiers.trees.VerticalHoeffdingTree
 
SplitNode - Class in org.apache.samoa.learners.classifiers.trees
SplitNode represents the node that contains one or more questions in the decision tree model, in order to route the instances into the correct leaf.
SplitNode(InstanceConditionalTest, double[]) - Constructor for class org.apache.samoa.learners.classifiers.trees.SplitNode
 
splitOptions(String) - Static method in class org.apache.samoa.moa.core.Utils
Split up a string containing options into an array of strings, one for each option.
splitTest - Variable in class org.apache.samoa.moa.classifiers.core.AttributeSplitSuggestion
 
squaredperceptronattributeStatistics - Variable in class org.apache.samoa.learners.classifiers.rules.common.Perceptron
 
SS - Variable in class org.apache.samoa.moa.cluster.CFCluster
Squared sum of all the points added to the cluster.
SSQ - Class in org.apache.samoa.evaluation.measures
 
SSQ() - Constructor for class org.apache.samoa.evaluation.measures.SSQ
 
stableSort(double[]) - Static method in class org.apache.samoa.moa.core.Utils
Sorts a given array of doubles in ascending order and returns an array of integers with the positions of the elements of the original array in the sorted array.
start() - Method in class org.apache.samoa.topology.impl.SamzaEntranceProcessingItem.SamoaSystemConsumer
 
startSendingEvents() - Method in class org.apache.samoa.topology.LocalEntranceProcessingItem
Start sending events by calling LocalEntranceProcessingItem.injectNextEvent().
StatisticalCollection - Class in org.apache.samoa.evaluation.measures
 
StatisticalCollection() - Constructor for class org.apache.samoa.evaluation.measures.StatisticalCollection
 
statistics(double[]) - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule.Builder
 
Statistics - Class in org.apache.samoa.moa.core
 
Statistics() - Constructor for class org.apache.samoa.moa.core.Statistics
 
statisticsOtherBranchSplit() - Method in class org.apache.samoa.learners.classifiers.rules.common.ActiveRule
 
stirlingFormula(double) - Static method in class org.apache.samoa.moa.core.Statistics
Returns the Gamma function computed by Stirling's formula.
stop() - Method in class org.apache.samoa.topology.impl.SamzaEntranceProcessingItem.SamoaSystemConsumer
 
StormComponentFactory - Class in org.apache.samoa.topology.impl
Component factory implementation for samoa-storm
StormComponentFactory() - Constructor for class org.apache.samoa.topology.impl.StormComponentFactory
 
StormDoTask - Class in org.apache.samoa.topology.impl
The main class that used by samoa script to execute SAMOA task.
StormDoTask() - Constructor for class org.apache.samoa.topology.impl.StormDoTask
 
StormJarSubmitter - Class in org.apache.samoa.topology.impl
Utility class to submit samoa-storm jar to a Storm cluster.
StormJarSubmitter() - Constructor for class org.apache.samoa.topology.impl.StormJarSubmitter
 
StormSamoaUtils - Class in org.apache.samoa.topology.impl
Utility class for samoa-storm project.
StormSamoaUtils() - Constructor for class org.apache.samoa.topology.impl.StormSamoaUtils
 
StormTopology - Class in org.apache.samoa.topology.impl
Adaptation of SAMOA topology in samoa-storm
StormTopology(String) - Constructor for class org.apache.samoa.topology.impl.StormTopology
 
StormTopologySubmitter - Class in org.apache.samoa.topology.impl
Helper class to submit SAMOA task into Storm without the need of submitting the jar file.
StormTopologySubmitter() - Constructor for class org.apache.samoa.topology.impl.StormTopologySubmitter
 
stratify(int) - Method in class org.apache.samoa.instances.Instances
 
Stream - Interface in org.apache.samoa.topology
Stream interface.
StreamDestination - Class in org.apache.samoa.utils
Represents one destination for streams.
StreamDestination(IProcessingItem, int, PartitioningScheme) - Constructor for class org.apache.samoa.utils.StreamDestination
 
streams - Variable in class org.apache.samoa.topology.impl.S4Stream
 
StreamSource - Class in org.apache.samoa.streams
The Class StreamSource.
StreamSource(InstanceStream) - Constructor for class org.apache.samoa.streams.StreamSource
Instantiates a new stream source.
StreamSourceProcessor - Class in org.apache.samoa.streams
The Class StreamSourceProcessor.
StreamSourceProcessor() - Constructor for class org.apache.samoa.streams.StreamSourceProcessor
 
streamTrainOption - Variable in class org.apache.samoa.tasks.ClusteringEvaluation
 
streamTrainOption - Variable in class org.apache.samoa.tasks.PrequentialEvaluation
 
StringUtils - Class in org.apache.samoa.moa.core
Class implementing some string utility methods.
StringUtils() - Constructor for class org.apache.samoa.moa.core.StringUtils
 
stringValue(int) - Method in interface org.apache.samoa.instances.Instance
 
stringValue(int) - Method in class org.apache.samoa.instances.SingleLabelInstance
 
stripPackagePrefix(String, Class<?>) - Static method in class org.apache.samoa.moa.options.AbstractClassOption
Gets the class name without its package name prefix.
submitTopology(SamzaTopology) - Static method in class org.apache.samoa.topology.impl.SamzaEngine
Submit a list of Samza jobs correspond to the submitted topology
submitTopology(Topology) - Static method in class org.apache.samoa.topology.impl.SimpleEngine
 
submitTopology(Topology, int) - Static method in class org.apache.samoa.topology.impl.ThreadsEngine
 
subscribe(DataStream<SamoaType>, PartitioningScheme) - Static method in class org.apache.samoa.flink.helpers.Utils
 
subtractValues(DoubleVector) - Method in class org.apache.samoa.moa.core.DoubleVector
 
subtractValues(double[]) - Method in class org.apache.samoa.moa.core.DoubleVector
 
sum(double[]) - Static method in class org.apache.samoa.moa.core.Utils
Computes the sum of the elements of an array of doubles.
sum(int[]) - Static method in class org.apache.samoa.moa.core.Utils
Computes the sum of the elements of an array of integers.
sumOfValues() - Method in class org.apache.samoa.core.DoubleVector
 
sumOfValues() - Method in class org.apache.samoa.moa.core.DoubleVector
 
swap(int, int) - Method in class org.apache.samoa.instances.Instances
 
SYSTEM_NAME - Static variable in class org.apache.samoa.utils.SamzaConfigFactory
 
SystemsUtils - Class in org.apache.samoa.utils
Utilities methods for: - Kafka - HDFS - Handling files on local FS
SystemsUtils() - Constructor for class org.apache.samoa.utils.SystemsUtils
 

T

TargetMean - Class in org.apache.samoa.learners.classifiers.rules.common
 
TargetMean(TargetMean) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
TargetMean(TargetMean.TargetMeanData) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
TargetMean() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.TargetMean
 
TargetMean.TargetMeanData - Class in org.apache.samoa.learners.classifiers.rules.common
 
TargetMean.TargetMeanSerializer - Class in org.apache.samoa.learners.classifiers.rules.common
 
TargetMeanData() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.TargetMean.TargetMeanData
 
TargetMeanData(TargetMean) - Constructor for class org.apache.samoa.learners.classifiers.rules.common.TargetMean.TargetMeanData
 
TargetMeanSerializer() - Constructor for class org.apache.samoa.learners.classifiers.rules.common.TargetMean.TargetMeanSerializer
 
Task - Interface in org.apache.samoa.moa.tasks
Interface representing a task.
Task - Interface in