Serialized Form (SAMOA 0.2.0-SNAPSHOT API)

Package com.yahoo.labs.samoa.core
- Class com.yahoo.labs.samoa.core.DoubleVector extends Object implements Serializable
  
  serialVersionUID:
  
  8243012708860261398L
  - Serialized Fields
    - doubleArray
```
double[] doubleArray
```
- Class com.yahoo.labs.samoa.core.SerializableInstance extends DenseInstance implements Serializable
  
  serialVersionUID:
  
  -3659459626274566468L
Package com.yahoo.labs.samoa.evaluation
- Class com.yahoo.labs.samoa.evaluation.BasicClassificationPerformanceEvaluator extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - weightObserved
```
double weightObserved
```
    - weightCorrect
```
double weightCorrect
```
    - columnKappa
```
double[] columnKappa
```
    - rowKappa
```
double[] rowKappa
```
    - numClasses
```
int numClasses
```
    - weightCorrectNoChangeClassifier
```
double weightCorrectNoChangeClassifier
```
    - lastSeenClass
```
int lastSeenClass
```
- Class com.yahoo.labs.samoa.evaluation.BasicRegressionPerformanceEvaluator extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - weightObserved
```
double weightObserved
```
    - squareError
```
double squareError
```
    - averageError
```
double averageError
```
    - sumTarget
```
double sumTarget
```
    - squareTargetError
```
double squareTargetError
```
    - averageTargetError
```
double averageTargetError
```
- Class com.yahoo.labs.samoa.evaluation.ClusteringEvaluationContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  -7746983521296618922L
  - Serialized Fields
    - gtClustering
```
Clustering gtClustering
```
    - dataPoint
```
DataPoint dataPoint
```
    - isLast
```
boolean isLast
```
    - key
```
String key
```
- Class com.yahoo.labs.samoa.evaluation.ClusteringEvaluatorProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -2778051819116753612L
  - Serialized Fields
    - samplingFrequency
```
int samplingFrequency
```
    - decayHorizon
```
int decayHorizon
```
    - dumpFile
```
File dumpFile
```
    - totalCount
```
long totalCount
```
    - experimentStart
```
long experimentStart
```
    - sampleStart
```
long sampleStart
```
    - learningCurve
```
LearningCurve learningCurve
```
    - measures
```
MeasureCollection[] measures
```
    - id
```
int id
```
    - gtClustering
```
Clustering gtClustering
```
    - points
```
ArrayList<E> points
```
- Class com.yahoo.labs.samoa.evaluation.ClusteringResultContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  -7746983521296618922L
  - Serialized Fields
    - clustering
```
Clustering clustering
```
    - isLast
```
boolean isLast
```
    - key
```
String key
```
- Class com.yahoo.labs.samoa.evaluation.EvaluatorProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -2778051819116753612L
  - Serialized Fields
    - evaluator
```
PerformanceEvaluator evaluator
```
    - samplingFrequency
```
int samplingFrequency
```
    - dumpFile
```
File dumpFile
```
    - totalCount
```
long totalCount
```
    - experimentStart
```
long experimentStart
```
    - sampleStart
```
long sampleStart
```
    - learningCurve
```
LearningCurve learningCurve
```
    - id
```
int id
```
- Class com.yahoo.labs.samoa.evaluation.WindowClassificationPerformanceEvaluator extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - widthOption
```
com.github.javacliparser.IntOption widthOption
```
    - TotalweightObserved
```
double TotalweightObserved
```
    - weightObserved
```
WindowClassificationPerformanceEvaluator.Estimator weightObserved
```
    - weightCorrect
```
WindowClassificationPerformanceEvaluator.Estimator weightCorrect
```
    - weightCorrectNoChangeClassifier
```
WindowClassificationPerformanceEvaluator.Estimator weightCorrectNoChangeClassifier
```
    - lastSeenClass
```
double lastSeenClass
```
    - columnKappa
```
WindowClassificationPerformanceEvaluator.Estimator[] columnKappa
```
    - rowKappa
```
WindowClassificationPerformanceEvaluator.Estimator[] rowKappa
```
    - classAccuracy
```
WindowClassificationPerformanceEvaluator.Estimator[] classAccuracy
```
    - numClasses
```
int numClasses
```
Package com.yahoo.labs.samoa.evaluation.measures
- Class com.yahoo.labs.samoa.evaluation.measures.CMM extends MeasureCollection implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - clustering
```
Clustering clustering
```
      found clustering
    - gtAnalysis
```
CMM_GTAnalysis gtAnalysis
```
      the ground truth analysis
    - numPoints
```
int numPoints
```
      number of points within the horizon
    - numFClusters
```
int numFClusters
```
      number of clusters in the found clustering
    - numGT0Classes
```
int numGT0Classes
```
      number of cluster in the adjusted groundtruth clustering that was calculated through the groundtruth analysis
    - matchMap
```
int[] matchMap
```
      match found clusters to GT clusters
    - pointInclusionProbFC
```
double[][] pointInclusionProbFC
```
      pointInclusionProbFC[p][C] contains the probability of point p being included in cluster C
    - pointInclusionProbThreshold
```
double pointInclusionProbThreshold
```
      threshold that defines when a point is being considered belonging to a cluster
    - lamdaMissed
```
double lamdaMissed
```
      parameterize the error weight of missed points (default 1)
    - debug
```
boolean debug
```
      enable/disable debug mode
    - enableClassMerge
```
boolean enableClassMerge
```
      enable/disable class merge (main feature of ground truth analysis)
    - enableModelError
```
boolean enableModelError
```
      enable/disable model error when enabled errors that are caused by the underling cluster model will not be counted
- Class com.yahoo.labs.samoa.evaluation.measures.CMM_GTAnalysis.CMMPoint extends DataPoint implements Serializable
  - Serialized Fields
    - p
```
DataPoint p
```
      Reference to original point
    - pID
```
int pID
```
      point ID
    - trueClass
```
int trueClass
```
      true class label
    - connectivity
```
double connectivity
```
      the connectivity of the point to its cluster
    - knnInCluster
```
double knnInCluster
```
      knn distnace within own cluster
    - knnIndices
```
ArrayList<E> knnIndices
```
      knn indices (for debugging only)
- Class com.yahoo.labs.samoa.evaluation.measures.EntropyCollection extends MeasureCollection implements Serializable
  - Serialized Fields
    - debug
```
boolean debug
```
    - beta
```
double beta
```
- Class com.yahoo.labs.samoa.evaluation.measures.F1 extends MeasureCollection implements Serializable
- Class com.yahoo.labs.samoa.evaluation.measures.General extends MeasureCollection implements Serializable
  - Serialized Fields
    - numPoints
```
int numPoints
```
    - numFClusters
```
int numFClusters
```
    - numDims
```
int numDims
```
    - pointInclusionProbThreshold
```
double pointInclusionProbThreshold
```
    - clustering
```
Clustering clustering
```
    - points
```
ArrayList<E> points
```
- Class com.yahoo.labs.samoa.evaluation.measures.Separation extends MeasureCollection implements Serializable
- Class com.yahoo.labs.samoa.evaluation.measures.SilhouetteCoefficient extends MeasureCollection implements Serializable
  - Serialized Fields
    - pointInclusionProbThreshold
```
double pointInclusionProbThreshold
```
- Class com.yahoo.labs.samoa.evaluation.measures.SSQ extends MeasureCollection implements Serializable
- Class com.yahoo.labs.samoa.evaluation.measures.StatisticalCollection extends MeasureCollection implements Serializable
  - Serialized Fields
    - debug
```
boolean debug
```
Package com.yahoo.labs.samoa.examples
- Class com.yahoo.labs.samoa.examples.HelloWorldContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  -2406968925730298156L
  - Serialized Fields
    - isLastEvent
```
boolean isLastEvent
```
    - helloWorldData
```
int helloWorldData
```
- Class com.yahoo.labs.samoa.examples.HelloWorldDestinationProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -6042613438148776446L
  - Serialized Fields
    - processorId
```
int processorId
```
- Class com.yahoo.labs.samoa.examples.HelloWorldSourceProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  6212296305865604747L
  - Serialized Fields
    - rnd
```
Random rnd
```
    - maxInst
```
long maxInst
```
    - count
```
long count
```
- Class com.yahoo.labs.samoa.examples.HelloWorldTask extends Object implements Serializable
  
  serialVersionUID:
  
  -5134935141154021352L
  - Serialized Fields
    - builder
```
TopologyBuilder builder
```
      The topology builder for the task.
    - helloWorldTopology
```
Topology helloWorldTopology
```
      The tolopogy that will be created for the task
    - sourceProcessor
```
HelloWorldSourceProcessor sourceProcessor
```
      The event source for the topology. Implements EntranceProcessor
    - destProcessor
```
HelloWorldDestinationProcessor destProcessor
```
      The event sink for the topology. Implements Processor
    - instanceLimitOption
```
com.github.javacliparser.IntOption instanceLimitOption
```
    - helloWorldParallelismOption
```
com.github.javacliparser.IntOption helloWorldParallelismOption
```
    - evaluationNameOption
```
com.github.javacliparser.StringOption evaluationNameOption
```
Package com.yahoo.labs.samoa.instances
- Class com.yahoo.labs.samoa.instances.ArffLoader extends Object implements Serializable
  - Serialized Fields
    - instanceInformation
```
InstanceInformation instanceInformation
```
    - reader
```
Reader reader
```
    - size
```
int size
```
    - classAttribute
```
int classAttribute
```
    - attributes
```
List<E> attributes
```
- Class com.yahoo.labs.samoa.instances.Attribute extends Object implements Serializable
  - Serialized Fields
    - isNominal
```
boolean isNominal
```
    - isNumeric
```
boolean isNumeric
```
    - isDate
```
boolean isDate
```
    - name
```
String name
```
    - attributeValues
```
List<E> attributeValues
```
    - index
```
int index
```
    - valuesStringAttribute
```
Map<K,V> valuesStringAttribute
```
- Class com.yahoo.labs.samoa.instances.DenseInstance extends SingleLabelInstance implements Serializable
  
  serialVersionUID:
  
  280360594027716737L
- Class com.yahoo.labs.samoa.instances.DenseInstanceData extends Object implements Serializable
  - Serialized Fields
    - attributeValues
```
double[] attributeValues
```
- Class com.yahoo.labs.samoa.instances.InstanceInformation extends Object implements Serializable
  - Serialized Fields
    - relationName
```
String relationName
```
      The dataset's name.
    - attributes
```
List<E> attributes
```
      The attribute information.
    - classIndex
```
int classIndex
```
- Class com.yahoo.labs.samoa.instances.Instances extends Object implements Serializable
  - Serialized Fields
    - instanceInformation
```
InstanceInformation instanceInformation
```
    - instances
```
List<E> instances
```
      The instances.
    - classAttribute
```
int classAttribute
```
- Class com.yahoo.labs.samoa.instances.InstancesHeader extends Instances implements Serializable
  
  serialVersionUID:
  
  1L
- Class com.yahoo.labs.samoa.instances.SingleClassInstanceData extends Object implements Serializable
  - Serialized Fields
    - classValue
```
double classValue
```
- Class com.yahoo.labs.samoa.instances.SingleLabelInstance extends Object implements Serializable
  - Serialized Fields
    - weight
```
double weight
```
    - instanceData
```
InstanceData instanceData
```
    - classData
```
InstanceData classData
```
    - instanceInformation
```
InstancesHeader instanceInformation
```
- Class com.yahoo.labs.samoa.instances.SparseInstance extends SingleLabelInstance implements Serializable
- Class com.yahoo.labs.samoa.instances.SparseInstanceData extends Object implements Serializable
  - Serialized Fields
    - attributeValues
```
double[] attributeValues
```
    - indexValues
```
int[] indexValues
```
    - numberAttributes
```
int numberAttributes
```
Package com.yahoo.labs.samoa.learners
- Class com.yahoo.labs.samoa.learners.InstanceContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  -8620668863064613845L
  - Serialized Fields
    - instanceIndex
```
long instanceIndex
```
    - classifierIndex
```
int classifierIndex
```
    - evaluationIndex
```
int evaluationIndex
```
    - instance
```
SerializableInstance instance
```
    - isTraining
```
boolean isTraining
```
    - isTesting
```
boolean isTesting
```
    - isLast
```
boolean isLast
```
- Class com.yahoo.labs.samoa.learners.InstancesContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  -8620668863064613845L
  - Serialized Fields
    - instanceIndex
```
long instanceIndex
```
    - classifierIndex
```
int classifierIndex
```
    - evaluationIndex
```
int evaluationIndex
```
    - isTraining
```
boolean isTraining
```
    - isTesting
```
boolean isTesting
```
    - isLast
```
boolean isLast
```
    - instanceList
```
List<E> instanceList
```
- Class com.yahoo.labs.samoa.learners.ResultContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  -2650420235386873306L
  - Serialized Fields
    - instanceIndex
```
long instanceIndex
```
    - classifierIndex
```
int classifierIndex
```
    - evaluationIndex
```
int evaluationIndex
```
    - instance
```
SerializableInstance instance
```
    - classId
```
int classId
```
    - classVotes
```
double[] classVotes
```
    - isLast
```
boolean isLast
```
Package com.yahoo.labs.samoa.learners.classifiers
- Class com.yahoo.labs.samoa.learners.classifiers.LocalLearnerProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -1577910988699148691L
  - Serialized Fields
    - model
```
LocalLearner model
```
    - outputStream
```
Stream outputStream
```
    - modelId
```
int modelId
```
    - instancesCount
```
long instancesCount
```
    - test
```
int test
```
      The test.
    - changeDetector
```
ChangeDetector changeDetector
```
- Class com.yahoo.labs.samoa.learners.classifiers.NaiveBayes extends Object implements Serializable
  
  serialVersionUID:
  
  1325775209672996822L
  - Serialized Fields
    - attributeObservers
```
Map<K,V> attributeObservers
```
      The actual model.
    - classInstances
```
Map<K,V> classInstances
```
      Class statistics
    - instancesSeen
```
long instancesSeen
```
      Track training instances seen.
- Class com.yahoo.labs.samoa.learners.classifiers.SimpleClassifierAdapter extends Object implements Serializable
  
  serialVersionUID:
  
  4372366401338704353L
  - Serialized Fields
    - learnerOption
```
com.github.javacliparser.ClassOption learnerOption
```
    - learner
```
Classifier learner
```
      The learner.
    - isInit
```
Boolean isInit
```
      The is init.
    - dataset
```
Instances dataset
```
      The dataset.
- Class com.yahoo.labs.samoa.learners.classifiers.SingleClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  684111382631697031L
  - Serialized Fields
    - learnerP
```
LocalLearnerProcessor learnerP
```
    - resultStream
```
Stream resultStream
```
    - dataset
```
Instances dataset
```
    - learnerOption
```
com.github.javacliparser.ClassOption learnerOption
```
    - builder
```
TopologyBuilder builder
```
    - parallelism
```
int parallelism
```
    - changeDetector
```
ChangeDetector changeDetector
```
Package com.yahoo.labs.samoa.learners.classifiers.ensemble
- Class com.yahoo.labs.samoa.learners.classifiers.ensemble.AdaptiveBagging extends Object implements Serializable
  
  serialVersionUID:
  
  -2971850264864952099L
  - Serialized Fields
    - baseLearnerOption
```
com.github.javacliparser.ClassOption baseLearnerOption
```
      The base learner option.
    - ensembleSizeOption
```
com.github.javacliparser.IntOption ensembleSizeOption
```
      The ensemble size option.
    - driftDetectionMethodOption
```
com.github.javacliparser.ClassOption driftDetectionMethodOption
```
    - distributorP
```
BaggingDistributorProcessor distributorP
```
      The distributor processor.
    - testingStream
```
Stream testingStream
```
      The training stream.
    - predictionStream
```
Stream predictionStream
```
      The prediction stream.
    - resultStream
```
Stream resultStream
```
      The result stream.
    - dataset
```
Instances dataset
```
      The dataset.
    - classifier
```
Learner classifier
```
    - parallelism
```
int parallelism
```
    - builder
```
TopologyBuilder builder
```
      The builder.
- Class com.yahoo.labs.samoa.learners.classifiers.ensemble.Bagging extends Object implements Serializable
  
  serialVersionUID:
  
  -2971850264864952099L
  - Serialized Fields
    - baseLearnerOption
```
com.github.javacliparser.ClassOption baseLearnerOption
```
      The base learner option.
    - ensembleSizeOption
```
com.github.javacliparser.IntOption ensembleSizeOption
```
      The ensemble size option.
    - distributorP
```
BaggingDistributorProcessor distributorP
```
      The distributor processor.
    - testingStream
```
Stream testingStream
```
      The training stream.
    - predictionStream
```
Stream predictionStream
```
      The prediction stream.
    - resultStream
```
Stream resultStream
```
      The result stream.
    - dataset
```
Instances dataset
```
      The dataset.
    - classifier
```
Learner classifier
```
    - parallelism
```
int parallelism
```
    - builder
```
TopologyBuilder builder
```
      The builder.
- Class com.yahoo.labs.samoa.learners.classifiers.ensemble.BaggingDistributorProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -1550901409625192730L
  - Serialized Fields
    - sizeEnsemble
```
int sizeEnsemble
```
      The size ensemble.
    - trainingStream
```
Stream trainingStream
```
      The training stream.
    - predictionStream
```
Stream predictionStream
```
      The prediction stream.
    - random
```
Random random
```
      The random.
- Class com.yahoo.labs.samoa.learners.classifiers.ensemble.Boosting extends Object implements Serializable
  
  serialVersionUID:
  
  -2971850264864952099L
  - Serialized Fields
    - baseLearnerOption
```
com.github.javacliparser.ClassOption baseLearnerOption
```
      The base learner option.
    - ensembleSizeOption
```
com.github.javacliparser.IntOption ensembleSizeOption
```
      The ensemble size option.
    - distributorP
```
BoostingDistributorProcessor distributorP
```
      The distributor processor.
    - trainingStream
```
Stream trainingStream
```
      The training stream.
    - testingStream
```
Stream testingStream
```
      The testing stream.
    - predictionStream
```
Stream predictionStream
```
      The prediction stream.
    - resultStream
```
Stream resultStream
```
      The result stream.
    - dataset
```
Instances dataset
```
      The dataset.
    - classifier
```
Learner classifier
```
    - parallelism
```
int parallelism
```
    - builder
```
TopologyBuilder builder
```
      The builder.
- Class com.yahoo.labs.samoa.learners.classifiers.ensemble.BoostingDistributorProcessor extends BaggingDistributorProcessor implements Serializable
- Class com.yahoo.labs.samoa.learners.classifiers.ensemble.BoostingPredictionCombinerProcessor extends PredictionCombinerProcessor implements Serializable
  
  serialVersionUID:
  
  -1606045723451191232L
  - Serialized Fields
    - scms
```
double[] scms
```
    - swms
```
double[] swms
```
    - random
```
Random random
```
    - trainingWeightSeenByModel
```
int trainingWeightSeenByModel
```
    - mapPredictions
```
Map<K,V> mapPredictions
```
    - trainingStream
```
Stream trainingStream
```
      The training stream.
- Class com.yahoo.labs.samoa.learners.classifiers.ensemble.PredictionCombinerProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -1606045723451191132L
  - Serialized Fields
    - ensembleSize
```
int ensembleSize
```
      The size ensemble.
    - outputStream
```
Stream outputStream
```
      The output stream.
    - mapCountsforInstanceReceived
```
Map<K,V> mapCountsforInstanceReceived
```
    - mapVotesforInstanceReceived
```
Map<K,V> mapVotesforInstanceReceived
```

Package com.yahoo.labs.samoa.learners.classifiers.rules

Class com.yahoo.labs.samoa.learners.classifiers.rules.AMRulesRegressor extends Object implements Serializable

serialVersionUID:: 1L

Serialized Fields

splitConfidenceOption

com.github.javacliparser.FloatOption splitConfidenceOption

tieThresholdOption

com.github.javacliparser.FloatOption tieThresholdOption

gracePeriodOption

com.github.javacliparser.IntOption gracePeriodOption

DriftDetectionOption

com.github.javacliparser.FlagOption DriftDetectionOption

pageHinckleyAlphaOption

com.github.javacliparser.FloatOption pageHinckleyAlphaOption

pageHinckleyThresholdOption

com.github.javacliparser.IntOption pageHinckleyThresholdOption

noAnomalyDetectionOption

com.github.javacliparser.FlagOption noAnomalyDetectionOption

multivariateAnomalyProbabilityThresholdOption

com.github.javacliparser.FloatOption multivariateAnomalyProbabilityThresholdOption

univariateAnomalyProbabilityThresholdOption

com.github.javacliparser.FloatOption univariateAnomalyProbabilityThresholdOption

anomalyNumInstThresholdOption

com.github.javacliparser.IntOption anomalyNumInstThresholdOption

unorderedRulesOption

com.github.javacliparser.FlagOption unorderedRulesOption

numericObserverOption

com.github.javacliparser.ClassOption numericObserverOption

predictionFunctionOption

com.github.javacliparser.MultiChoiceOption predictionFunctionOption

constantLearningRatioDecayOption

com.github.javacliparser.FlagOption constantLearningRatioDecayOption

learningRatioOption

com.github.javacliparser.FloatOption learningRatioOption

votingTypeOption

com.github.javacliparser.ClassOption votingTypeOption

processor
```
AMRulesRegressorProcessor processor
```
resultStream
```
Stream resultStream
```

Class com.yahoo.labs.samoa.learners.classifiers.rules.HorizontalAMRulesRegressor extends Object implements Serializable

serialVersionUID:: 2785944439173586051L

Serialized Fields

splitConfidenceOption

com.github.javacliparser.FloatOption splitConfidenceOption

tieThresholdOption

com.github.javacliparser.FloatOption tieThresholdOption

gracePeriodOption

com.github.javacliparser.IntOption gracePeriodOption

DriftDetectionOption

com.github.javacliparser.FlagOption DriftDetectionOption

pageHinckleyAlphaOption

com.github.javacliparser.FloatOption pageHinckleyAlphaOption

pageHinckleyThresholdOption

com.github.javacliparser.IntOption pageHinckleyThresholdOption

noAnomalyDetectionOption

com.github.javacliparser.FlagOption noAnomalyDetectionOption

multivariateAnomalyProbabilityThresholdOption

com.github.javacliparser.FloatOption multivariateAnomalyProbabilityThresholdOption

univariateAnomalyProbabilityThresholdOption

com.github.javacliparser.FloatOption univariateAnomalyProbabilityThresholdOption

anomalyNumInstThresholdOption

com.github.javacliparser.IntOption anomalyNumInstThresholdOption

unorderedRulesOption

com.github.javacliparser.FlagOption unorderedRulesOption

numericObserverOption

com.github.javacliparser.ClassOption numericObserverOption

predictionFunctionOption

com.github.javacliparser.MultiChoiceOption predictionFunctionOption

constantLearningRatioDecayOption

com.github.javacliparser.FlagOption constantLearningRatioDecayOption

learningRatioOption

com.github.javacliparser.FloatOption learningRatioOption

votingTypeOption

com.github.javacliparser.MultiChoiceOption votingTypeOption

learnerParallelismOption

com.github.javacliparser.IntOption learnerParallelismOption

ruleSetParallelismOption

com.github.javacliparser.IntOption ruleSetParallelismOption

model
```
AMRRuleSetProcessor model
```
root
```
AMRDefaultRuleProcessor root
```
learner
```
AMRLearnerProcessor learner
```
forwardToRootStream
```
Stream forwardToRootStream
```
forwardToLearnerStream
```
Stream forwardToLearnerStream
```
modelResultStream
```
Stream modelResultStream
```
newRuleStream
```
Stream newRuleStream
```
rootResultStream
```
Stream rootResultStream
```
predicateStream
```
Stream predicateStream
```

Class com.yahoo.labs.samoa.learners.classifiers.rules.VerticalAMRulesRegressor extends Object implements Serializable

serialVersionUID:: 2785944439173586051L

Serialized Fields

splitConfidenceOption

com.github.javacliparser.FloatOption splitConfidenceOption

tieThresholdOption

com.github.javacliparser.FloatOption tieThresholdOption

gracePeriodOption

com.github.javacliparser.IntOption gracePeriodOption

DriftDetectionOption

com.github.javacliparser.FlagOption DriftDetectionOption

pageHinckleyAlphaOption

com.github.javacliparser.FloatOption pageHinckleyAlphaOption

pageHinckleyThresholdOption

com.github.javacliparser.IntOption pageHinckleyThresholdOption

noAnomalyDetectionOption

com.github.javacliparser.FlagOption noAnomalyDetectionOption

multivariateAnomalyProbabilityThresholdOption

com.github.javacliparser.FloatOption multivariateAnomalyProbabilityThresholdOption

univariateAnomalyProbabilityThresholdOption

com.github.javacliparser.FloatOption univariateAnomalyProbabilityThresholdOption

anomalyNumInstThresholdOption

com.github.javacliparser.IntOption anomalyNumInstThresholdOption

unorderedRulesOption

com.github.javacliparser.FlagOption unorderedRulesOption

numericObserverOption

com.github.javacliparser.ClassOption numericObserverOption

predictionFunctionOption

com.github.javacliparser.MultiChoiceOption predictionFunctionOption

constantLearningRatioDecayOption

com.github.javacliparser.FlagOption constantLearningRatioDecayOption

learningRatioOption

com.github.javacliparser.FloatOption learningRatioOption

votingTypeOption

com.github.javacliparser.MultiChoiceOption votingTypeOption

parallelismHintOption

com.github.javacliparser.IntOption parallelismHintOption

aggregator
```
AMRulesAggregatorProcessor aggregator
```
learner
```
AMRulesStatisticsProcessor learner
```
resultStream
```
Stream resultStream
```
statisticsStream
```
Stream statisticsStream
```
predicateStream
```
Stream predicateStream
```
parallelism
```
int parallelism
```

Package com.yahoo.labs.samoa.learners.classifiers.rules.centralized
- Class com.yahoo.labs.samoa.learners.classifiers.rules.centralized.AMRulesRegressorProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - processorId
```
int processorId
```
    - ruleSet
```
List<E> ruleSet
```
    - defaultRule
```
ActiveRule defaultRule
```
    - ruleNumberID
```
int ruleNumberID
```
    - statistics
```
double[] statistics
```
    - resultStream
```
Stream resultStream
```
    - pageHinckleyThreshold
```
int pageHinckleyThreshold
```
    - pageHinckleyAlpha
```
double pageHinckleyAlpha
```
    - driftDetection
```
boolean driftDetection
```
    - predictionFunction
```
int predictionFunction
```
    - constantLearningRatioDecay
```
boolean constantLearningRatioDecay
```
    - learningRatio
```
double learningRatio
```
    - splitConfidence
```
double splitConfidence
```
    - tieThreshold
```
double tieThreshold
```
    - gracePeriod
```
int gracePeriod
```
    - noAnomalyDetection
```
boolean noAnomalyDetection
```
    - multivariateAnomalyProbabilityThreshold
```
double multivariateAnomalyProbabilityThreshold
```
    - univariateAnomalyprobabilityThreshold
```
double univariateAnomalyprobabilityThreshold
```
    - anomalyNumInstThreshold
```
int anomalyNumInstThreshold
```
    - unorderedRules
```
boolean unorderedRules
```
    - numericObserver
```
FIMTDDNumericAttributeClassLimitObserver numericObserver
```
    - voteType
```
ErrorWeightedVote voteType
```
Package com.yahoo.labs.samoa.learners.classifiers.rules.common
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.ActiveRule extends LearningRule implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - statisticsOtherBranchSplit
```
double[] statisticsOtherBranchSplit
```
    - builder
```
ActiveRule.Builder builder
```
    - learningNode
```
RuleActiveRegressionNode learningNode
```
    - lastUpdatedRuleSplitNode
```
RuleSplitNode lastUpdatedRuleSplitNode
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.ActiveRule.Builder extends Object implements Serializable
  
  serialVersionUID:
  
  1712887264918475622L
  - Serialized Fields
    - changeDetection
```
boolean changeDetection
```
    - usePerceptron
```
boolean usePerceptron
```
    - threshold
```
double threshold
```
    - alpha
```
double alpha
```
    - predictionFunction
```
int predictionFunction
```
    - constantLearningRatioDecay
```
boolean constantLearningRatioDecay
```
    - learningRatio
```
double learningRatio
```
    - statistics
```
double[] statistics
```
    - numericObserver
```
FIMTDDNumericAttributeClassLimitObserver numericObserver
```
    - lastTargetMean
```
double lastTargetMean
```
    - id
```
int id
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.LearningRule extends Rule implements Serializable
  
  serialVersionUID:
  
  1L
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.NonLearningRule extends Rule implements Serializable
  
  serialVersionUID:
  
  -1210907339230307784L
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.PassiveRule extends LearningRule implements Serializable
  
  serialVersionUID:
  
  -5551571895910530275L
  - Serialized Fields
    - learningNode
```
RulePassiveRegressionNode learningNode
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.Perceptron extends AbstractClassifier implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - SD_THRESHOLD
```
double SD_THRESHOLD
```
    - constantLearningRatioDecay
```
boolean constantLearningRatioDecay
```
    - originalLearningRatio
```
double originalLearningRatio
```
    - nError
```
double nError
```
    - fadingFactor
```
double fadingFactor
```
    - learningRatio
```
double learningRatio
```
    - learningRateDecay
```
double learningRateDecay
```
    - weightAttribute
```
double[] weightAttribute
```
    - perceptronattributeStatistics
```
DoubleVector perceptronattributeStatistics
```
    - squaredperceptronattributeStatistics
```
DoubleVector squaredperceptronattributeStatistics
```
    - perceptronInstancesSeen
```
int perceptronInstancesSeen
```
    - perceptronYSeen
```
int perceptronYSeen
```
    - accumulatedError
```
double accumulatedError
```
    - initialisePerceptron
```
boolean initialisePerceptron
```
    - perceptronsumY
```
double perceptronsumY
```
    - squaredperceptronsumY
```
double squaredperceptronsumY
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.Perceptron.PerceptronData extends Object implements Serializable
  
  serialVersionUID:
  
  6727623208744105082L
  - Serialized Fields
    - constantLearningRatioDecay
```
boolean constantLearningRatioDecay
```
    - initialisePerceptron
```
boolean initialisePerceptron
```
    - nError
```
double nError
```
    - fadingFactor
```
double fadingFactor
```
    - originalLearningRatio
```
double originalLearningRatio
```
    - learningRatio
```
double learningRatio
```
    - learningRateDecay
```
double learningRateDecay
```
    - accumulatedError
```
double accumulatedError
```
    - perceptronsumY
```
double perceptronsumY
```
    - squaredperceptronsumY
```
double squaredperceptronsumY
```
    - weightAttribute
```
double[] weightAttribute
```
    - perceptronattributeStatistics
```
DoubleVector perceptronattributeStatistics
```
    - squaredperceptronattributeStatistics
```
DoubleVector squaredperceptronattributeStatistics
```
    - perceptronInstancesSeen
```
int perceptronInstancesSeen
```
    - perceptronYSeen
```
int perceptronYSeen
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.Rule extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - ruleNumberID
```
int ruleNumberID
```
    - nodeList
```
List<E> nodeList
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.RuleActiveRegressionNode extends RuleRegressionNode implements Serializable
  
  serialVersionUID:
  
  519854943188168546L
  - Serialized Fields
    - splitIndex
```
int splitIndex
```
    - pageHinckleyTest
```
PageHinkleyTest pageHinckleyTest
```
    - changeDetection
```
boolean changeDetection
```
    - statisticsNewRuleActiveLearningNode
```
double[] statisticsNewRuleActiveLearningNode
```
    - statisticsBranchSplit
```
double[] statisticsBranchSplit
```
    - statisticsOtherBranchSplit
```
double[] statisticsOtherBranchSplit
```
    - bestSuggestion
```
AttributeSplitSuggestion bestSuggestion
```
    - attributeObservers
```
AutoExpandVector<T> attributeObservers
```
    - numericObserver
```
FIMTDDNumericAttributeClassLimitObserver numericObserver
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.RulePassiveRegressionNode extends RuleRegressionNode implements Serializable
  
  serialVersionUID:
  
  3720878438856489690L
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.RuleRegressionNode extends Object implements Serializable
  
  serialVersionUID:
  
  9129659494380381126L
  - Serialized Fields
    - predictionFunction
```
int predictionFunction
```
    - ruleNumberID
```
int ruleNumberID
```
    - nodeStatistics
```
DoubleVector nodeStatistics
```
    - perceptron
```
Perceptron perceptron
```
    - targetMean
```
TargetMean targetMean
```
    - learningRatio
```
double learningRatio
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.RuleSplitNode extends SplitNode implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - lastTargetMean
```
double lastTargetMean
```
    - operatorObserver
```
int operatorObserver
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.common.TargetMean extends AbstractClassifier implements Serializable
  
  serialVersionUID:
  
  7152547322803559115L
  - Serialized Fields
    - n
```
long n
```
    - sum
```
double sum
```
    - errorSum
```
double errorSum
```
    - nError
```
double nError
```
    - fadingErrorFactor
```
double fadingErrorFactor
```
    - fadingErrorFactorOption
```
com.github.javacliparser.FloatOption fadingErrorFactorOption
```
Package com.yahoo.labs.samoa.learners.classifiers.rules.distributed
- Class com.yahoo.labs.samoa.learners.classifiers.rules.distributed.AMRDefaultRuleProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  23702084591044447L
  - Serialized Fields
    - processorId
```
int processorId
```
    - ruleStream
```
Stream ruleStream
```
    - resultStream
```
Stream resultStream
```
    - pageHinckleyThreshold
```
int pageHinckleyThreshold
```
    - pageHinckleyAlpha
```
double pageHinckleyAlpha
```
    - driftDetection
```
boolean driftDetection
```
    - predictionFunction
```
int predictionFunction
```
    - constantLearningRatioDecay
```
boolean constantLearningRatioDecay
```
    - learningRatio
```
double learningRatio
```
    - splitConfidence
```
double splitConfidence
```
    - tieThreshold
```
double tieThreshold
```
    - gracePeriod
```
int gracePeriod
```
    - numericObserver
```
FIMTDDNumericAttributeClassLimitObserver numericObserver
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.distributed.AMRLearnerProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -2302897295090248013L
  - Serialized Fields
    - processorId
```
int processorId
```
    - outputStream
```
Stream outputStream
```
    - splitConfidence
```
double splitConfidence
```
    - tieThreshold
```
double tieThreshold
```
    - gracePeriod
```
int gracePeriod
```
    - noAnomalyDetection
```
boolean noAnomalyDetection
```
    - multivariateAnomalyProbabilityThreshold
```
double multivariateAnomalyProbabilityThreshold
```
    - univariateAnomalyprobabilityThreshold
```
double univariateAnomalyprobabilityThreshold
```
    - anomalyNumInstThreshold
```
int anomalyNumInstThreshold
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.distributed.AMRRuleSetProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -6544096255649379334L
  - Serialized Fields
    - processorId
```
int processorId
```
    - statisticsStream
```
Stream statisticsStream
```
    - resultStream
```
Stream resultStream
```
    - defaultRuleStream
```
Stream defaultRuleStream
```
    - noAnomalyDetection
```
boolean noAnomalyDetection
```
    - multivariateAnomalyProbabilityThreshold
```
double multivariateAnomalyProbabilityThreshold
```
    - univariateAnomalyprobabilityThreshold
```
double univariateAnomalyprobabilityThreshold
```
    - anomalyNumInstThreshold
```
int anomalyNumInstThreshold
```
    - unorderedRules
```
boolean unorderedRules
```
    - voteType
```
int voteType
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.distributed.AMRulesAggregatorProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  6303385725332704251L
  - Serialized Fields
    - processorId
```
int processorId
```
    - statisticsStream
```
Stream statisticsStream
```
    - resultStream
```
Stream resultStream
```
    - pageHinckleyThreshold
```
int pageHinckleyThreshold
```
    - pageHinckleyAlpha
```
double pageHinckleyAlpha
```
    - driftDetection
```
boolean driftDetection
```
    - predictionFunction
```
int predictionFunction
```
    - constantLearningRatioDecay
```
boolean constantLearningRatioDecay
```
    - learningRatio
```
double learningRatio
```
    - splitConfidence
```
double splitConfidence
```
    - tieThreshold
```
double tieThreshold
```
    - gracePeriod
```
int gracePeriod
```
    - noAnomalyDetection
```
boolean noAnomalyDetection
```
    - multivariateAnomalyProbabilityThreshold
```
double multivariateAnomalyProbabilityThreshold
```
    - univariateAnomalyprobabilityThreshold
```
double univariateAnomalyprobabilityThreshold
```
    - anomalyNumInstThreshold
```
int anomalyNumInstThreshold
```
    - unorderedRules
```
boolean unorderedRules
```
    - numericObserver
```
FIMTDDNumericAttributeClassLimitObserver numericObserver
```
    - voteType
```
int voteType
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.distributed.AMRulesStatisticsProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  5268933189695395573L
  - Serialized Fields
    - processorId
```
int processorId
```
    - outputStream
```
Stream outputStream
```
    - splitConfidence
```
double splitConfidence
```
    - tieThreshold
```
double tieThreshold
```
    - gracePeriod
```
int gracePeriod
```
    - frequency
```
int frequency
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.distributed.AssignmentContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  1031695762172836629L
  - Serialized Fields
    - ruleNumberID
```
int ruleNumberID
```
    - instance
```
Instance instance
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.distributed.PredicateContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  7909435830443732451L
  - Serialized Fields
    - ruleNumberID
```
int ruleNumberID
```
    - ruleSplitNode
```
RuleSplitNode ruleSplitNode
```
    - learningNode
```
RulePassiveRegressionNode learningNode
```
- Class com.yahoo.labs.samoa.learners.classifiers.rules.distributed.RuleContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  -9046390274402894461L
  - Serialized Fields
    - ruleNumberID
```
int ruleNumberID
```
    - addingRule
```
ActiveRule addingRule
```
    - isRemoving
```
boolean isRemoving
```
Package com.yahoo.labs.samoa.learners.classifiers.trees
- Class com.yahoo.labs.samoa.learners.classifiers.trees.AttributeContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  6652815649846676832L
  - Serialized Fields
    - learningNodeId
```
long learningNodeId
```
    - obsIndex
```
int obsIndex
```
    - attrVal
```
double attrVal
```
    - classVal
```
int classVal
```
    - weight
```
double weight
```
    - isNominal
```
boolean isNominal
```
- Class com.yahoo.labs.samoa.learners.classifiers.trees.ComputeContentEvent extends com.yahoo.labs.samoa.learners.classifiers.trees.ControlContentEvent implements Serializable
  
  serialVersionUID:
  
  5590798490073395190L
  - Serialized Fields
    - preSplitDist
```
double[] preSplitDist
```
    - splitId
```
long splitId
```
- Class com.yahoo.labs.samoa.learners.classifiers.trees.SplitNode extends com.yahoo.labs.samoa.learners.classifiers.trees.Node implements Serializable
  
  serialVersionUID:
  
  -7380795529928485792L
  - Serialized Fields
    - children
```
AutoExpandVector<T> children
```
    - splitTest
```
InstanceConditionalTest splitTest
```
- Class com.yahoo.labs.samoa.learners.classifiers.trees.VerticalHoeffdingTree extends Object implements Serializable
  
  serialVersionUID:
  
  -4937416312929984057L
  - Serialized Fields
    - numericEstimatorOption
```
com.github.javacliparser.ClassOption numericEstimatorOption
```
    - nominalEstimatorOption
```
com.github.javacliparser.ClassOption nominalEstimatorOption
```
    - splitCriterionOption
```
com.github.javacliparser.ClassOption splitCriterionOption
```
    - splitConfidenceOption
```
com.github.javacliparser.FloatOption splitConfidenceOption
```
    - tieThresholdOption
```
com.github.javacliparser.FloatOption tieThresholdOption
```
    - gracePeriodOption
```
com.github.javacliparser.IntOption gracePeriodOption
```
    - parallelismHintOption
```
com.github.javacliparser.IntOption parallelismHintOption
```
    - timeOutOption
```
com.github.javacliparser.IntOption timeOutOption
```
    - binarySplitsOption
```
com.github.javacliparser.FlagOption binarySplitsOption
```
    - modelAggrProc
```
com.yahoo.labs.samoa.learners.classifiers.trees.ModelAggregatorProcessor modelAggrProc
```
    - resultStream
```
Stream resultStream
```
    - attributeStream
```
Stream attributeStream
```
    - controlStream
```
Stream controlStream
```
    - locStatProc
```
com.yahoo.labs.samoa.learners.classifiers.trees.LocalStatisticsProcessor locStatProc
```
    - filterProc
```
com.yahoo.labs.samoa.learners.classifiers.trees.FilterProcessor filterProc
```
    - filterStream
```
Stream filterStream
```
    - computeStream
```
Stream computeStream
```
    - parallelism
```
int parallelism
```
    - changeDetector
```
ChangeDetector changeDetector
```
Package com.yahoo.labs.samoa.learners.clusterers
- Class com.yahoo.labs.samoa.learners.clusterers.ClusteringContentEvent extends Object implements Serializable
  
  serialVersionUID:
  
  -7746983521296618922L
  - Serialized Fields
    - instance
```
Instance instance
```
    - isLast
```
boolean isLast
```
    - key
```
String key
```
    - isSample
```
boolean isSample
```
- Class com.yahoo.labs.samoa.learners.clusterers.ClustreamClustererAdapter extends Object implements Serializable
  
  serialVersionUID:
  
  4372366401338704353L
  - Serialized Fields
    - learnerOption
```
com.github.javacliparser.ClassOption learnerOption
```
    - learner
```
Clusterer learner
```
      The learner.
    - isInit
```
Boolean isInit
```
      The is init.
    - dataset
```
Instances dataset
```
      The dataset.
- Class com.yahoo.labs.samoa.learners.clusterers.LocalClustererProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -1577910988699148691L
  - Serialized Fields
    - model
```
LocalClustererAdapter model
```
    - outputStream
```
Stream outputStream
```
    - modelId
```
int modelId
```
    - instancesCount
```
long instancesCount
```
    - sampleFrequency
```
long sampleFrequency
```
- Class com.yahoo.labs.samoa.learners.clusterers.SingleLearner extends Object implements Serializable
  
  serialVersionUID:
  
  684111382631697031L
  - Serialized Fields
    - learnerP
```
LocalClustererProcessor learnerP
```
    - resultStream
```
Stream resultStream
```
    - dataset
```
Instances dataset
```
    - learnerOption
```
com.github.javacliparser.ClassOption learnerOption
```
    - builder
```
TopologyBuilder builder
```
    - parallelism
```
int parallelism
```
Package com.yahoo.labs.samoa.learners.clusterers.simple
- Class com.yahoo.labs.samoa.learners.clusterers.simple.ClusteringDistributorProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -1550901409625192730L
  - Serialized Fields
    - outputStream
```
Stream outputStream
```
    - evaluationStream
```
Stream evaluationStream
```
    - numInstances
```
int numInstances
```
- Class com.yahoo.labs.samoa.learners.clusterers.simple.DistributedClusterer extends Object implements Serializable
  
  serialVersionUID:
  
  684111382631697031L
  - Serialized Fields
    - resultStream
```
Stream resultStream
```
    - dataset
```
Instances dataset
```
    - learnerOption
```
com.github.javacliparser.ClassOption learnerOption
```
    - paralellismOption
```
com.github.javacliparser.IntOption paralellismOption
```
    - builder
```
TopologyBuilder builder
```
    - learnerP
```
LocalClustererProcessor learnerP
```
    - localToGlobalStream
```
Stream localToGlobalStream
```
Package com.yahoo.labs.samoa.moa
- Class com.yahoo.labs.samoa.moa.AbstractMOAObject extends Object implements Serializable
Package com.yahoo.labs.samoa.moa.classifiers
- Class com.yahoo.labs.samoa.moa.classifiers.AbstractClassifier extends AbstractOptionHandler implements Serializable
  - Serialized Fields
    - modelContext
```
InstancesHeader modelContext
```
      Header of the instances of the data stream
    - trainingWeightSeenByModel
```
double trainingWeightSeenByModel
```
      Sum of the weights of the instances trained by this model
    - randomSeed
```
int randomSeed
```
      Random seed used in randomizable learners
    - randomSeedOption
```
com.github.javacliparser.IntOption randomSeedOption
```
      Option for randomizable learners to change the random seed
    - classifierRandom
```
Random classifierRandom
```
      Random Generator used in randomizable learners
Package com.yahoo.labs.samoa.moa.classifiers.core
- Class com.yahoo.labs.samoa.moa.classifiers.core.AttributeSplitSuggestion extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - splitTest
```
InstanceConditionalTest splitTest
```
    - resultingClassDistributions
```
double[][] resultingClassDistributions
```
    - merit
```
double merit
```
Package com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - root
```
BinaryTreeNumericAttributeClassObserver.Node root
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver.Node extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - cut_point
```
double cut_point
```
    - classCountsLeft
```
DoubleVector classCountsLeft
```
    - classCountsRight
```
DoubleVector classCountsRight
```
    - left
```
BinaryTreeNumericAttributeClassObserver.Node left
```
    - right
```
BinaryTreeNumericAttributeClassObserver.Node right
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - root1
```
BinaryTreeNumericAttributeClassObserverRegression.Node root1
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression.Node extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - cut_point
```
double cut_point
```
    - lessThan
```
double[] lessThan
```
    - greaterThan
```
double[] greaterThan
```
    - left
```
BinaryTreeNumericAttributeClassObserverRegression.Node left
```
    - right
```
BinaryTreeNumericAttributeClassObserverRegression.Node right
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver extends BinaryTreeNumericAttributeClassObserver implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - root
```
com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver.Node root
```
    - sumTotalLeft
```
double sumTotalLeft
```
    - sumTotalRight
```
double sumTotalRight
```
    - sumSqTotalLeft
```
double sumSqTotalLeft
```
    - sumSqTotalRight
```
double sumSqTotalRight
```
    - countRightTotal
```
double countRightTotal
```
    - countLeftTotal
```
double countLeftTotal
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver.Node extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - cut_point
```
double cut_point
```
    - leftStatistics
```
DoubleVector leftStatistics
```
    - rightStatistics
```
DoubleVector rightStatistics
```
    - left
```
com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver.Node left
```
    - right
```
com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver.Node right
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - minValueObservedPerClass
```
DoubleVector minValueObservedPerClass
```
    - maxValueObservedPerClass
```
DoubleVector maxValueObservedPerClass
```
    - attValDistPerClass
```
AutoExpandVector<T> attValDistPerClass
```
    - numBinsOption
```
com.github.javacliparser.IntOption numBinsOption
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - attValDistPerClass
```
AutoExpandVector<T> attValDistPerClass
```
    - numTuplesOption
```
com.github.javacliparser.IntOption numTuplesOption
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - totalWeightObserved
```
double totalWeightObserved
```
    - missingWeightObserved
```
double missingWeightObserved
```
    - attValDistPerClass
```
AutoExpandVector<T> attValDistPerClass
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.NullAttributeClassObserver extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - binList
```
List<E> binList
```
    - numBinsOption
```
com.github.javacliparser.IntOption numBinsOption
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver.Bin extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - lowerBound
```
double lowerBound
```
    - upperBound
```
double upperBound
```
    - classWeights
```
DoubleVector classWeights
```
    - boundaryClass
```
int boundaryClass
```
    - boundaryWeight
```
double boundaryWeight
```
Package com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests
- Class com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalBinaryTest extends InstanceConditionalTest implements Serializable
- Class com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalTest extends AbstractMOAObject implements Serializable
- Class com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests.NominalAttributeBinaryTest extends InstanceConditionalBinaryTest implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - attIndex
```
int attIndex
```
    - attValue
```
int attValue
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests.NominalAttributeMultiwayTest extends InstanceConditionalTest implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - attIndex
```
int attIndex
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests.NumericAttributeBinaryTest extends InstanceConditionalBinaryTest implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - attIndex
```
int attIndex
```
    - attValue
```
double attValue
```
    - equalsPassesTest
```
boolean equalsPassesTest
```
Package com.yahoo.labs.samoa.moa.classifiers.core.driftdetection
- Class com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.AbstractChangeDetector extends AbstractOptionHandler implements Serializable
  - Serialized Fields
    - isChangeDetected
```
boolean isChangeDetected
```
      Change was detected
    - isWarningZone
```
boolean isWarningZone
```
      Warning Zone: after a warning and before a change
    - estimation
```
double estimation
```
      Prediction for the next value based in previous seen values
    - delay
```
double delay
```
      Delay in detecting change
- Class com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.ADWIN extends AbstractMOAObject implements Serializable
  - Serialized Fields
    - mdbldelta
```
double mdbldelta
```
    - mintTime
```
int mintTime
```
    - mintClock
```
int mintClock
```
    - mdblWidth
```
double mdblWidth
```
    - lastBucketRow
```
int lastBucketRow
```
    - TOTAL
```
double TOTAL
```
    - VARIANCE
```
double VARIANCE
```
    - WIDTH
```
int WIDTH
```
    - BucketNumber
```
int BucketNumber
```
    - Detect
```
int Detect
```
    - numberDetections
```
int numberDetections
```
    - DetectTwice
```
int DetectTwice
```
    - blnBucketDeleted
```
boolean blnBucketDeleted
```
    - BucketNumberMAX
```
int BucketNumberMAX
```
    - mintMinWinLength
```
int mintMinWinLength
```
    - listRowBuckets
```
com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.ADWIN.List listRowBuckets
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.ADWINChangeDetector extends AbstractChangeDetector implements Serializable
  - Serialized Fields
    - adwin
```
ADWIN adwin
```
    - deltaAdwinOption
```
com.github.javacliparser.FloatOption deltaAdwinOption
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.CusumDM extends AbstractChangeDetector implements Serializable
  
  serialVersionUID:
  
  -3518369648142099719L
  - Serialized Fields
    - minNumInstancesOption
```
com.github.javacliparser.IntOption minNumInstancesOption
```
    - deltaOption
```
com.github.javacliparser.FloatOption deltaOption
```
    - lambdaOption
```
com.github.javacliparser.FloatOption lambdaOption
```
    - m_n
```
int m_n
```
    - sum
```
double sum
```
    - x_mean
```
double x_mean
```
    - alpha
```
double alpha
```
    - delta
```
double delta
```
    - lambda
```
double lambda
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.DDM extends AbstractChangeDetector implements Serializable
  
  serialVersionUID:
  
  -3518369648142099719L
  - Serialized Fields
    - minNumInstancesOption
```
com.github.javacliparser.IntOption minNumInstancesOption
```
    - m_n
```
int m_n
```
    - m_p
```
double m_p
```
    - m_s
```
double m_s
```
    - m_psmin
```
double m_psmin
```
    - m_pmin
```
double m_pmin
```
    - m_smin
```
double m_smin
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.EDDM extends AbstractChangeDetector implements Serializable
  
  serialVersionUID:
  
  140980267062162000L
  - Serialized Fields
    - m_numErrors
```
double m_numErrors
```
    - m_minNumErrors
```
int m_minNumErrors
```
    - m_n
```
int m_n
```
    - m_d
```
int m_d
```
    - m_lastd
```
int m_lastd
```
    - m_mean
```
double m_mean
```
    - m_stdTemp
```
double m_stdTemp
```
    - m_m2smax
```
double m_m2smax
```
    - m_lastLevel
```
int m_lastLevel
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.EWMAChartDM extends AbstractChangeDetector implements Serializable
  
  serialVersionUID:
  
  -3518369648142099719L
  - Serialized Fields
    - minNumInstancesOption
```
com.github.javacliparser.IntOption minNumInstancesOption
```
    - lambdaOption
```
com.github.javacliparser.FloatOption lambdaOption
```
    - m_n
```
double m_n
```
    - m_sum
```
double m_sum
```
    - m_p
```
double m_p
```
    - m_s
```
double m_s
```
    - lambda
```
double lambda
```
    - z_t
```
double z_t
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.GeometricMovingAverageDM extends AbstractChangeDetector implements Serializable
  
  serialVersionUID:
  
  -3518369648142099719L
  - Serialized Fields
    - minNumInstancesOption
```
com.github.javacliparser.IntOption minNumInstancesOption
```
    - lambdaOption
```
com.github.javacliparser.FloatOption lambdaOption
```
    - alphaOption
```
com.github.javacliparser.FloatOption alphaOption
```
    - m_n
```
double m_n
```
    - sum
```
double sum
```
    - x_mean
```
double x_mean
```
    - alpha
```
double alpha
```
    - delta
```
double delta
```
    - lambda
```
double lambda
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.PageHinkleyDM extends AbstractChangeDetector implements Serializable
  
  serialVersionUID:
  
  -3518369648142099719L
  - Serialized Fields
    - minNumInstancesOption
```
com.github.javacliparser.IntOption minNumInstancesOption
```
    - deltaOption
```
com.github.javacliparser.FloatOption deltaOption
```
    - lambdaOption
```
com.github.javacliparser.FloatOption lambdaOption
```
    - alphaOption
```
com.github.javacliparser.FloatOption alphaOption
```
    - m_n
```
int m_n
```
    - sum
```
double sum
```
    - x_mean
```
double x_mean
```
    - alpha
```
double alpha
```
    - delta
```
double delta
```
    - lambda
```
double lambda
```
Package com.yahoo.labs.samoa.moa.classifiers.core.splitcriteria
- Class com.yahoo.labs.samoa.moa.classifiers.core.splitcriteria.GiniSplitCriterion extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
- Class com.yahoo.labs.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - minBranchFracOption
```
com.github.javacliparser.FloatOption minBranchFracOption
```
- Class com.yahoo.labs.samoa.moa.classifiers.core.splitcriteria.InfoGainSplitCriterionMultilabel extends InfoGainSplitCriterion implements Serializable
  
  serialVersionUID:
  
  1L
- Class com.yahoo.labs.samoa.moa.classifiers.core.splitcriteria.SDRSplitCriterion extends VarianceReductionSplitCriterion implements Serializable
  
  serialVersionUID:
  
  1L
- Class com.yahoo.labs.samoa.moa.classifiers.core.splitcriteria.VarianceReductionSplitCriterion extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
Package com.yahoo.labs.samoa.moa.classifiers.functions
- Class com.yahoo.labs.samoa.moa.classifiers.functions.MajorityClass extends AbstractClassifier implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - observedClassDistribution
```
DoubleVector observedClassDistribution
```
Package com.yahoo.labs.samoa.moa.classifiers.rules.core.attributeclassobservers
- Class com.yahoo.labs.samoa.moa.classifiers.rules.core.attributeclassobservers.FIMTDDNumericAttributeClassLimitObserver extends FIMTDDNumericAttributeClassObserver implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - maxNodes
```
int maxNodes
```
    - numNodes
```
int numNodes
```
- Class com.yahoo.labs.samoa.moa.classifiers.rules.core.attributeclassobservers.FIMTDDNumericAttributeClassLimitObserver.Node extends com.yahoo.labs.samoa.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver.Node implements Serializable
  
  serialVersionUID:
  
  -4484141636424708465L
  - Serialized Fields
    - root
```
com.yahoo.labs.samoa.moa.classifiers.rules.core.attributeclassobservers.FIMTDDNumericAttributeClassLimitObserver.Node root
```
Package com.yahoo.labs.samoa.moa.classifiers.rules.core.conditionaltests
- Class com.yahoo.labs.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate extends InstanceConditionalBinaryTest implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - attIndex
```
int attIndex
```
    - attValue
```
double attValue
```
    - operator
```
int operator
```
Package com.yahoo.labs.samoa.moa.classifiers.rules.core.splitcriteria
- Class com.yahoo.labs.samoa.moa.classifiers.rules.core.splitcriteria.SDRSplitCriterionAMRules extends SDRSplitCriterion implements Serializable
  
  serialVersionUID:
  
  1L
Package com.yahoo.labs.samoa.moa.classifiers.rules.core.voting
- Class com.yahoo.labs.samoa.moa.classifiers.rules.core.voting.AbstractErrorWeightedVote extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  -7340491298217227675L
  - Serialized Fields
    - votes
```
List<E> votes
```
    - errors
```
List<E> errors
```
    - weights
```
double[] weights
```
- Class com.yahoo.labs.samoa.moa.classifiers.rules.core.voting.InverseErrorWeightedVote extends AbstractErrorWeightedVote implements Serializable
  
  serialVersionUID:
  
  6359349250620616482L
- Class com.yahoo.labs.samoa.moa.classifiers.rules.core.voting.UniformWeightedVote extends AbstractErrorWeightedVote implements Serializable
  
  serialVersionUID:
  
  6359349250620616482L
Package com.yahoo.labs.samoa.moa.classifiers.rules.driftdetection
- Class com.yahoo.labs.samoa.moa.classifiers.rules.driftdetection.PageHinkleyFading extends PageHinkleyTest implements Serializable
  
  serialVersionUID:
  
  7110953184708812339L
  - Serialized Fields
    - fadingFactor
```
double fadingFactor
```
    - instancesSeen
```
double instancesSeen
```
- Class com.yahoo.labs.samoa.moa.classifiers.rules.driftdetection.PageHinkleyTest extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - cumulativeSum
```
double cumulativeSum
```
    - minimumValue
```
double minimumValue
```
    - sumAbsolutError
```
double sumAbsolutError
```
    - phinstancesSeen
```
long phinstancesSeen
```
    - threshold
```
double threshold
```
    - alpha
```
double alpha
```
Package com.yahoo.labs.samoa.moa.cluster
- Class com.yahoo.labs.samoa.moa.cluster.CFCluster extends SphereCluster implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - radiusFactor
```
double radiusFactor
```
    - N
```
double N
```
      Number of points in the cluster.
    - LS
```
double[] LS
```
      Linear sum of all the points added to the cluster.
    - SS
```
double[] SS
```
      Squared sum of all the points added to the cluster.
- Class com.yahoo.labs.samoa.moa.cluster.Cluster extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - id
```
double id
```
    - gtLabel
```
double gtLabel
```
    - measure_values
```
HashMap<K,V> measure_values
```
- Class com.yahoo.labs.samoa.moa.cluster.Clustering extends AbstractMOAObject implements Serializable
  - Serialized Fields
    - clusters
```
AutoExpandVector<T> clusters
```
- Class com.yahoo.labs.samoa.moa.cluster.SphereCluster extends Cluster implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - center
```
double[] center
```
    - radius
```
double radius
```
    - weight
```
double weight
```

Package com.yahoo.labs.samoa.moa.clusterers

Class com.yahoo.labs.samoa.moa.clusterers.AbstractClusterer extends AbstractOptionHandler implements Serializable
- Serialized Fields
  - modelContext
```
InstancesHeader modelContext
```
  - trainingWeightSeenByModel
```
double trainingWeightSeenByModel
```
  - randomSeed
```
int randomSeed
```
  - randomSeedOption
```
com.github.javacliparser.IntOption randomSeedOption
```
  - evaluateMicroClusteringOption
```
com.github.javacliparser.FlagOption evaluateMicroClusteringOption
```
  - clustererRandom
```
Random clustererRandom
```
  - clustering
```
Clustering clustering
```

Class com.yahoo.labs.samoa.moa.clusterers.ClusterGenerator extends AbstractClusterer implements Serializable

serialVersionUID:: 1L

Serialized Fields

timeWindowOption

com.github.javacliparser.IntOption timeWindowOption

radiusDecreaseOption

com.github.javacliparser.FloatOption radiusDecreaseOption

radiusIncreaseOption

com.github.javacliparser.FloatOption radiusIncreaseOption

positionOffsetOption

com.github.javacliparser.FloatOption positionOffsetOption

clusterRemoveOption

com.github.javacliparser.FloatOption clusterRemoveOption

joinClustersOption

com.github.javacliparser.FloatOption joinClustersOption

clusterAddOption

com.github.javacliparser.FloatOption clusterAddOption

points
```
ArrayList<E> points
```
instanceCounter
```
int instanceCounter
```
windowCounter
```
int windowCounter
```
random
```
Random random
```
sourceClustering
```
Clustering sourceClustering
```

Package com.yahoo.labs.samoa.moa.clusterers.clustream
- Class com.yahoo.labs.samoa.moa.clusterers.clustream.Clustream extends AbstractClusterer implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - timeWindowOption
```
com.github.javacliparser.IntOption timeWindowOption
```
    - maxNumKernelsOption
```
com.github.javacliparser.IntOption maxNumKernelsOption
```
    - kernelRadiFactorOption
```
com.github.javacliparser.IntOption kernelRadiFactorOption
```
    - timeWindow
```
int timeWindow
```
    - timestamp
```
long timestamp
```
    - kernels
```
ClustreamKernel[] kernels
```
    - initialized
```
boolean initialized
```
    - buffer
```
List<E> buffer
```
    - bufferSize
```
int bufferSize
```
    - t
```
double t
```
    - m
```
int m
```
- Class com.yahoo.labs.samoa.moa.clusterers.clustream.ClustreamKernel extends CFCluster implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - LST
```
double LST
```
    - SST
```
double SST
```
    - m
```
int m
```
    - t
```
double t
```
- Class com.yahoo.labs.samoa.moa.clusterers.clustream.WithKmeans extends AbstractClusterer implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - timeWindowOption
```
com.github.javacliparser.IntOption timeWindowOption
```
    - maxNumKernelsOption
```
com.github.javacliparser.IntOption maxNumKernelsOption
```
    - kernelRadiFactorOption
```
com.github.javacliparser.IntOption kernelRadiFactorOption
```
    - kOption
```
com.github.javacliparser.IntOption kOption
```
    - timeWindow
```
int timeWindow
```
    - timestamp
```
long timestamp
```
    - kernels
```
ClustreamKernel[] kernels
```
    - initialized
```
boolean initialized
```
    - buffer
```
List<E> buffer
```
    - bufferSize
```
int bufferSize
```
    - t
```
double t
```
    - m
```
int m
```
Package com.yahoo.labs.samoa.moa.core
- Class com.yahoo.labs.samoa.moa.core.AutoExpandVector extends ArrayList<T> implements Serializable
  
  serialVersionUID:
  
  1L
- Class com.yahoo.labs.samoa.moa.core.DataPoint extends DenseInstance implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - timestamp
```
int timestamp
```
    - measure_values
```
HashMap<K,V> measure_values
```
    - noiseLabel
```
int noiseLabel
```
- Class com.yahoo.labs.samoa.moa.core.DoubleVector extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - array
```
double[] array
```
- Class com.yahoo.labs.samoa.moa.core.FastVector extends ArrayList<E> implements Serializable
- Class com.yahoo.labs.samoa.moa.core.GaussianEstimator extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - weightSum
```
double weightSum
```
    - mean
```
double mean
```
    - varianceSum
```
double varianceSum
```
- Class com.yahoo.labs.samoa.moa.core.GreenwaldKhannaQuantileSummary extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - summary
```
com.yahoo.labs.samoa.moa.core.GreenwaldKhannaQuantileSummary.Tuple[] summary
```
    - numTuples
```
int numTuples
```
    - numObservations
```
long numObservations
```
- Class com.yahoo.labs.samoa.moa.core.GreenwaldKhannaQuantileSummary.Tuple extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - v
```
double v
```
    - g
```
long g
```
    - delta
```
long delta
```
- Class com.yahoo.labs.samoa.moa.core.InputStreamProgressMonitor extends FilterInputStream implements Serializable
  - Serialized Fields
    - inputByteSize
```
int inputByteSize
```
      The number of bytes to read in total
    - inputBytesRead
```
int inputBytesRead
```
      The number of bytes read so far
- Class com.yahoo.labs.samoa.moa.core.InstanceExample extends Object implements Serializable
  - Serialized Fields
    - instance
```
Instance instance
```
- Class com.yahoo.labs.samoa.moa.core.Measurement extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - name
```
String name
```
    - value
```
double value
```
Package com.yahoo.labs.samoa.moa.evaluation
- Class com.yahoo.labs.samoa.moa.evaluation.LearningCurve extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - measurementNames
```
List<E> measurementNames
```
    - measurementValues
```
List<E> measurementValues
```
- Class com.yahoo.labs.samoa.moa.evaluation.LearningEvaluation extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - measurements
```
Measurement[] measurements
```
- Class com.yahoo.labs.samoa.moa.evaluation.MeasureCollection extends AbstractMOAObject implements Serializable
  - Serialized Fields
    - names
```
String[] names
```
    - values
```
ArrayList<E>[] values
```
    - sortedValues
```
ArrayList<E>[] sortedValues
```
    - events
```
ArrayList<E> events
```
    - minValue
```
double[] minValue
```
    - maxValue
```
double[] maxValue
```
    - sumValues
```
double[] sumValues
```
    - enabled
```
boolean[] enabled
```
    - corrupted
```
boolean[] corrupted
```
    - time
```
double time
```
    - debug
```
boolean debug
```
    - mm
```
MembershipMatrix mm
```
    - map
```
HashMap<K,V> map
```
    - numMeasures
```
int numMeasures
```
Package com.yahoo.labs.samoa.moa.learners
Package com.yahoo.labs.samoa.moa.options
- Class com.yahoo.labs.samoa.moa.options.AbstractClassOption extends com.github.javacliparser.AbstractOption implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - currentValue
```
Object currentValue
```
      The current object
    - requiredType
```
Class<T> requiredType
```
      The class type
    - defaultCLIString
```
String defaultCLIString
```
      The default command line interface text.
    - nullString
```
String nullString
```
      The null text.
- Class com.yahoo.labs.samoa.moa.options.AbstractOptionHandler extends AbstractMOAObject implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - config
```
OptionsHandler config
```
- Class com.yahoo.labs.samoa.moa.options.ClassOption extends AbstractClassOption implements Serializable
  
  serialVersionUID:
  
  1L
- Class com.yahoo.labs.samoa.moa.options.OptionsHandler extends com.github.javacliparser.JavaCLIParser implements Serializable
Package com.yahoo.labs.samoa.moa.streams
- Class com.yahoo.labs.samoa.moa.streams.ArffFileStream extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - arffFileOption
```
com.github.javacliparser.FileOption arffFileOption
```
    - classIndexOption
```
com.github.javacliparser.IntOption classIndexOption
```
    - instances
```
Instances instances
```
    - hitEndOfFile
```
boolean hitEndOfFile
```
    - lastInstanceRead
```
InstanceExample lastInstanceRead
```
    - numInstancesRead
```
int numInstancesRead
```
    - hasStarted
```
boolean hasStarted
```

Package com.yahoo.labs.samoa.moa.streams.clustering

Class com.yahoo.labs.samoa.moa.streams.clustering.ClusterEvent extends EventObject implements Serializable
- Serialized Fields
  - type
```
String type
```
  - message
```
String message
```
  - timestamp
```
long timestamp
```

Class com.yahoo.labs.samoa.moa.streams.clustering.ClusteringStream extends AbstractOptionHandler implements Serializable

Serialized Fields

decayHorizonOption

com.github.javacliparser.IntOption decayHorizonOption

decayThresholdOption

com.github.javacliparser.FloatOption decayThresholdOption

evaluationFrequencyOption

com.github.javacliparser.IntOption evaluationFrequencyOption

numAttsOption

com.github.javacliparser.IntOption numAttsOption

Class com.yahoo.labs.samoa.moa.streams.clustering.RandomRBFGeneratorEvents extends ClusteringStream implements Serializable

serialVersionUID:: 1L

Serialized Fields

modelRandomSeedOption

com.github.javacliparser.IntOption modelRandomSeedOption

instanceRandomSeedOption

com.github.javacliparser.IntOption instanceRandomSeedOption

numClusterOption

com.github.javacliparser.IntOption numClusterOption

numClusterRangeOption

com.github.javacliparser.IntOption numClusterRangeOption

kernelRadiiOption

com.github.javacliparser.FloatOption kernelRadiiOption

kernelRadiiRangeOption

com.github.javacliparser.FloatOption kernelRadiiRangeOption

densityRangeOption

com.github.javacliparser.FloatOption densityRangeOption

speedOption

com.github.javacliparser.IntOption speedOption

speedRangeOption

com.github.javacliparser.IntOption speedRangeOption

noiseLevelOption

com.github.javacliparser.FloatOption noiseLevelOption

noiseInClusterOption

com.github.javacliparser.FlagOption noiseInClusterOption

eventFrequencyOption

com.github.javacliparser.IntOption eventFrequencyOption

eventMergeSplitOption

com.github.javacliparser.FlagOption eventMergeSplitOption

eventDeleteCreateOption

com.github.javacliparser.FlagOption eventDeleteCreateOption

merge_threshold
```
double merge_threshold
```
kernelMovePointFrequency
```
int kernelMovePointFrequency
```
maxDistanceMoveThresholdByStep
```
double maxDistanceMoveThresholdByStep
```
maxOverlapFitRuns
```
int maxOverlapFitRuns
```
eventFrequencyRange
```
double eventFrequencyRange
```
debug
```
boolean debug
```
kernels
```
AutoExpandVector<T> kernels
```
instanceRandom
```
Random instanceRandom
```
streamHeader
```
InstancesHeader streamHeader
```
numGeneratedInstances
```
int numGeneratedInstances
```
numActiveKernels
```
int numActiveKernels
```
nextEventCounter
```
int nextEventCounter
```
nextEventChoice
```
int nextEventChoice
```
clusterIdCounter
```
int clusterIdCounter
```

mergeClusterA

com.yahoo.labs.samoa.moa.streams.clustering.RandomRBFGeneratorEvents.GeneratorCluster mergeClusterA

mergeClusterB

com.yahoo.labs.samoa.moa.streams.clustering.RandomRBFGeneratorEvents.GeneratorCluster mergeClusterB

mergeKernelsOverlapping
```
boolean mergeKernelsOverlapping
```

Package com.yahoo.labs.samoa.moa.streams.generators

Class com.yahoo.labs.samoa.moa.streams.generators.HyperplaneGenerator extends AbstractOptionHandler implements Serializable

serialVersionUID:: 1L

Serialized Fields

instanceRandomSeedOption

com.github.javacliparser.IntOption instanceRandomSeedOption

numClassesOption

com.github.javacliparser.IntOption numClassesOption

numAttsOption

com.github.javacliparser.IntOption numAttsOption

numDriftAttsOption

com.github.javacliparser.IntOption numDriftAttsOption

magChangeOption

com.github.javacliparser.FloatOption magChangeOption

noisePercentageOption

com.github.javacliparser.IntOption noisePercentageOption

sigmaPercentageOption

com.github.javacliparser.IntOption sigmaPercentageOption

streamHeader
```
InstancesHeader streamHeader
```
instanceRandom
```
Random instanceRandom
```
weights
```
double[] weights
```
sigma
```
int[] sigma
```
numberInstance
```
int numberInstance
```

Class com.yahoo.labs.samoa.moa.streams.generators.RandomTreeGenerator extends AbstractOptionHandler implements Serializable

serialVersionUID:: 1L

Serialized Fields

treeRandomSeedOption

com.github.javacliparser.IntOption treeRandomSeedOption

instanceRandomSeedOption

com.github.javacliparser.IntOption instanceRandomSeedOption

numClassesOption

com.github.javacliparser.IntOption numClassesOption

numNominalsOption

com.github.javacliparser.IntOption numNominalsOption

numNumericsOption

com.github.javacliparser.IntOption numNumericsOption

numValsPerNominalOption

com.github.javacliparser.IntOption numValsPerNominalOption

maxTreeDepthOption

com.github.javacliparser.IntOption maxTreeDepthOption

firstLeafLevelOption

com.github.javacliparser.IntOption firstLeafLevelOption

leafFractionOption

com.github.javacliparser.FloatOption leafFractionOption

treeRoot

com.yahoo.labs.samoa.moa.streams.generators.RandomTreeGenerator.Node treeRoot

streamHeader
```
InstancesHeader streamHeader
```
instanceRandom
```
Random instanceRandom
```

Class com.yahoo.labs.samoa.moa.streams.generators.RandomTreeGenerator.Node extends Object implements Serializable

serialVersionUID:

1L
- Serialized Fields
  - classLabel
```
int classLabel
```
  - splitAttIndex
```
int splitAttIndex
```
  - splitAttValue
```
double splitAttValue
```
  - children
```
com.yahoo.labs.samoa.moa.streams.generators.RandomTreeGenerator.Node[] children
```

Package com.yahoo.labs.samoa.moa.tasks
Package com.yahoo.labs.samoa.streams
- Class com.yahoo.labs.samoa.streams.ArffFileStream extends FileStream implements Serializable
  - Serialized Fields
    - arffFileOption
```
com.github.javacliparser.FileOption arffFileOption
```
    - classIndexOption
```
com.github.javacliparser.IntOption classIndexOption
```
    - lastInstanceRead
```
InstanceExample lastInstanceRead
```
    - filePath
```
String filePath
```
    - numInstancesRead
```
long numInstancesRead
```
- Class com.yahoo.labs.samoa.streams.ClusteringEntranceProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  4169053337917578558L
  - Serialized Fields
    - streamSource
```
StreamSource streamSource
```
    - firstInstance
```
Instance firstInstance
```
    - isInited
```
boolean isInited
```
    - random
```
Random random
```
    - id
```
int id
```
    - samplingThreshold
```
double samplingThreshold
```
    - numberInstances
```
int numberInstances
```
    - numInstanceSent
```
int numInstanceSent
```
    - groundTruthSamplingFrequency
```
int groundTruthSamplingFrequency
```
- Class com.yahoo.labs.samoa.streams.ClusteringSourceTopologyStarter extends Object implements Serializable
- Class com.yahoo.labs.samoa.streams.FileStream extends AbstractOptionHandler implements Serializable
  
  serialVersionUID:
  
  3028905554604259130L
  - Serialized Fields
    - sourceTypeOption
```
com.github.javacliparser.ClassOption sourceTypeOption
```
    - instances
```
Instances instances
```
    - hitEndOfStream
```
boolean hitEndOfStream
```
    - hasStarted
```
boolean hasStarted
```
- Class com.yahoo.labs.samoa.streams.PrequentialSourceProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  4169053337917578558L
  - Serialized Fields
    - id
```
int id
```
    - isInited
```
boolean isInited
```
    - streamSource
```
StreamSource streamSource
```
    - firstInstance
```
Instance firstInstance
```
    - numberInstances
```
int numberInstances
```
    - numInstanceSent
```
int numInstanceSent
```
    - sourceStream
```
InstanceStream sourceStream
```
    - readyEventIndex
```
int readyEventIndex
```
    - delay
```
int delay
```
    - batchSize
```
int batchSize
```
- Class com.yahoo.labs.samoa.streams.PrequentialSourceTopologyStarter extends Object implements Serializable
- Class com.yahoo.labs.samoa.streams.SingleStreamTopologyStarter extends Object implements Serializable
- Class com.yahoo.labs.samoa.streams.StreamSource extends Object implements Serializable
  
  serialVersionUID:
  
  3974668694861231236L
  - Serialized Fields
    - stream
```
InstanceStream stream
```
      The stream.
- Class com.yahoo.labs.samoa.streams.StreamSourceProcessor extends Object implements Serializable
  
  serialVersionUID:
  
  -204182279475432739L
  - Serialized Fields
    - streamSource
```
StreamSource streamSource
```
      The stream source.
    - numberInstancesSent
```
long numberInstancesSent
```
      The number instances sent.
    - isInited
```
boolean isInited
```
      The is inited.
    - firstInstance
```
Instance firstInstance
```
      The first instance.
- Class com.yahoo.labs.samoa.streams.StreamSourceTopologyStarter extends Object implements Serializable
Package com.yahoo.labs.samoa.streams.fs
- Class com.yahoo.labs.samoa.streams.fs.HDFSFileStreamSource extends Object implements Serializable
  
  serialVersionUID:
  
  -3887354805787167400L
  - Serialized Fields
    - filePaths
```
List<E> filePaths
```
    - currentIndex
```
int currentIndex
```
- Class com.yahoo.labs.samoa.streams.fs.LocalFileStreamSource extends Object implements Serializable
  
  serialVersionUID:
  
  3986511547525870698L
  - Serialized Fields
    - filePaths
```
List<E> filePaths
```
    - currentIndex
```
int currentIndex
```

Package com.yahoo.labs.samoa.tasks

Class com.yahoo.labs.samoa.tasks.ClusteringEvaluation extends Object implements Serializable

serialVersionUID:: -8246537378371580550L

Serialized Fields

learnerOption

com.github.javacliparser.ClassOption learnerOption

streamTrainOption

com.github.javacliparser.ClassOption streamTrainOption

instanceLimitOption

com.github.javacliparser.IntOption instanceLimitOption

measureCollectionTypeOption

com.github.javacliparser.IntOption measureCollectionTypeOption

timeLimitOption

com.github.javacliparser.IntOption timeLimitOption

sampleFrequencyOption

com.github.javacliparser.IntOption sampleFrequencyOption

evaluationNameOption

com.github.javacliparser.StringOption evaluationNameOption

dumpFileOption

com.github.javacliparser.FileOption dumpFileOption

samplingThresholdOption

com.github.javacliparser.FloatOption samplingThresholdOption

source
```
ClusteringEntranceProcessor source
```
sourceStream
```
Stream sourceStream
```

distributor

ClusteringDistributorProcessor distributor

distributorStream
```
Stream distributorStream
```
evaluationStream
```
Stream evaluationStream
```

sourceDelayOption

com.github.javacliparser.IntOption sourceDelayOption

learner
```
Learner learner
```
evaluator
```
ClusteringEvaluatorProcessor evaluator
```
topology
```
Topology topology
```
builder
```
TopologyBuilder builder
```

Class com.yahoo.labs.samoa.tasks.PrequentialEvaluation extends Object implements Serializable

serialVersionUID:: -8246537378371580550L

Serialized Fields

learnerOption

com.github.javacliparser.ClassOption learnerOption

streamTrainOption

com.github.javacliparser.ClassOption streamTrainOption

evaluatorOption

com.github.javacliparser.ClassOption evaluatorOption

instanceLimitOption

com.github.javacliparser.IntOption instanceLimitOption

timeLimitOption

com.github.javacliparser.IntOption timeLimitOption

sampleFrequencyOption

com.github.javacliparser.IntOption sampleFrequencyOption

evaluationNameOption

com.github.javacliparser.StringOption evaluationNameOption

dumpFileOption

com.github.javacliparser.FileOption dumpFileOption

sourceDelayOption

com.github.javacliparser.IntOption sourceDelayOption

batchDelayOption

com.github.javacliparser.IntOption batchDelayOption

preqSource
```
PrequentialSourceProcessor preqSource
```
sourcePiOutputStream
```
Stream sourcePiOutputStream
```
classifier
```
Learner classifier
```
evaluator
```
EvaluatorProcessor evaluator
```
prequentialTopology
```
Topology prequentialTopology
```
builder
```
TopologyBuilder builder
```

Package com.yahoo.labs.samoa.topology.impl
- Class com.yahoo.labs.samoa.topology.impl.SamzaEntranceProcessingItem extends AbstractEntranceProcessingItem implements Serializable
  
  serialVersionUID:
  
  7157734520046135039L
  - Serialization Methods
    - writeReplace
```
private Object writeReplace()
```
- Class com.yahoo.labs.samoa.topology.impl.SamzaProcessingItem extends AbstractProcessingItem implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialization Methods
    - writeReplace
```
private Object writeReplace()
```
  - Serialized Fields
    - inputStreams
```
Set<E> inputStreams
```
    - outputStreams
```
List<E> outputStreams
```
- Class com.yahoo.labs.samoa.topology.impl.SamzaStream extends AbstractStream implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - systemStreams
```
List<E> systemStreams
```
    - systemName
```
String systemName
```
- Class com.yahoo.labs.samoa.topology.impl.SamzaStream.SamzaSystemStream extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - system
```
String system
```
    - stream
```
String stream
```
    - scheme
```
PartitioningScheme scheme
```
    - parallelism
```
int parallelism
```
- Class com.yahoo.labs.samoa.topology.impl.StormSpoutStream extends Object implements Serializable

Serialized Form

Package com.yahoo.labs.samoa.core

Class com.yahoo.labs.samoa.core.DoubleVector extends Object implements Serializable

Serialized Fields

doubleArray

Class com.yahoo.labs.samoa.core.SerializableInstance extends DenseInstance implements Serializable

Package com.yahoo.labs.samoa.evaluation

Class com.yahoo.labs.samoa.evaluation.BasicClassificationPerformanceEvaluator extends AbstractMOAObject implements Serializable

Serialized Fields

weightObserved

weightCorrect

columnKappa

rowKappa

numClasses

weightCorrectNoChangeClassifier

lastSeenClass

Class com.yahoo.labs.samoa.evaluation.BasicRegressionPerformanceEvaluator extends AbstractMOAObject implements Serializable

Serialized Fields

weightObserved

squareError

averageError

sumTarget

squareTargetError

averageTargetError

Class com.yahoo.labs.samoa.evaluation.ClusteringEvaluationContentEvent extends Object implements Serializable

Serialized Fields

gtClustering

dataPoint

isLast

key

Class com.yahoo.labs.samoa.evaluation.ClusteringEvaluatorProcessor extends Object implements Serializable

Serialized Fields

samplingFrequency

decayHorizon

dumpFile

totalCount

experimentStart

sampleStart

learningCurve

measures

id

gtClustering

points

Class com.yahoo.labs.samoa.evaluation.ClusteringResultContentEvent extends Object implements Serializable

Serialized Fields

clustering

isLast

key

Class com.yahoo.labs.samoa.evaluation.EvaluatorProcessor extends Object implements Serializable

Serialized Fields

evaluator

samplingFrequency

dumpFile

totalCount

experimentStart

sampleStart

learningCurve

id

Class com.yahoo.labs.samoa.evaluation.WindowClassificationPerformanceEvaluator extends AbstractMOAObject implements Serializable

Serialized Fields

widthOption

TotalweightObserved

weightObserved

weightCorrect

weightCorrectNoChangeClassifier

lastSeenClass

columnKappa

rowKappa

classAccuracy

numClasses

Package com.yahoo.labs.samoa.evaluation.measures

Class com.yahoo.labs.samoa.evaluation.measures.CMM extends MeasureCollection implements Serializable

Serialized Fields

clustering

gtAnalysis

numPoints

numFClusters

numGT0Classes

matchMap

pointInclusionProbFC