A B C D E F G H I L M N O P R S T V W

## A

addEvents(double[]) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClustering
addEvents(double[]) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.StreamingProcess
addResult(Instance, double[]) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator

## B

batchDelayOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
batchSize - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionTaskBuilder
build() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor.Builder
build() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor.Builder
build() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor.Builder
Builder(PerformanceEvaluator) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor.Builder
Builder(StreamingClassificationEvaluationProcessor) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor.Builder
Builder(int) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor.Builder
Builder(StreamingClusteringEvaluationProcessor) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor.Builder
builder - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
Builder(PerformanceEvaluator) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor.Builder
Builder(StreamingRegressionEvaluationProcessor) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor.Builder

## C

cepEvents - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
cepEvents - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
cepEvents - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.StreamingProcess
cepEvents - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder
classifiers - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationTaskBuilder
columnKappa - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
currentState() - Method in class org.wso2.extension.siddhi.execution.ml.PredictStreamProcessor
currentState() - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClassificationExtension
currentState() - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClusteringExtension
currentState() - Method in class org.wso2.extension.siddhi.execution.ml.StreamingRegressionExtension

## D

DataStream - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils
  Data Stream
DataStream() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
decayHorizon(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor.Builder
delay - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
dumpFile(File) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor.Builder
dumpFile(File) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor.Builder
dumpFile(File) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor.Builder
dumpFileOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask

## E

estimatedRemainingInstances() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
evaluationNameOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
EvaluationProcessor - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils
  Source : https://github.com/apache/incubator-samoa/blob/master/samoa-api/src/main/java/org/ apache/samoa/evaluation/EvaluatorProcessor.java
EvaluationProcessor() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
evaluatorOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
experimentStart - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor

## F

falseNegative - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
falsePositive - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
FILE_STORAGE_PREFIX - Static variable in class org.wso2.extension.siddhi.execution.ml.ModelHandler
finished - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
firstDump - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
firstInstance - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor

## G

generateHeader() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationStream
generateHeader() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringStream
generateHeader() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
generateHeader() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionStream
getAlgorithmClass() - Method in class org.wso2.extension.siddhi.execution.ml.ModelHandler
  Returns the algorithm class - classification, numerical prediction or clustering
getDataset() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
getDefaultPerformanceEvaluatorForLearner(Learner) - Static method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
getDescription(StringBuilder, int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
getDescription(StringBuilder, int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
getFeatures() - Method in class org.wso2.extension.siddhi.execution.ml.ModelHandler
  Return the map containing <feature-name, index> pairs
getFractionCorrectlyClassified() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
getFractionIncorrectlyClassified() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
getHeader() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
getInputProcessor() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingDistributor
getKappaStatistic() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
getKappaTemporalStatistic() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
getMlModel() - Method in class org.wso2.extension.siddhi.execution.ml.ModelHandler
getNewToOldIndicesList() - Method in class org.wso2.extension.siddhi.execution.ml.ModelHandler
  Get new to old indices list of this model.
getOutput() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassification
getOutput() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClustering
getOutput() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegression
getOutput() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.StreamingProcess
getPerformanceMeasurements() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
getResponseVariable() - Method in class org.wso2.extension.siddhi.execution.ml.ModelHandler
  Return the response variable of the model
getResultStreams() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingDistributor
getStreamSource() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
getTopology() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
getTotalWeightObserved() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator

## H

hasMoreInstances() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
hasNext() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
hasReachedEndOfStream() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor

## I

immediateResultStream - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
increaseReadyEventIndex() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
init(AbstractDefinition, ExpressionExecutor[], ConfigReader, SiddhiAppContext) - Method in class org.wso2.extension.siddhi.execution.ml.PredictStreamProcessor
init() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationTask
init() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTask
init(TopologyBuilder, Instances, int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingDistributor
init() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
init() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionTask
init(AbstractDefinition, ExpressionExecutor[], ConfigReader, SiddhiAppContext) - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClassificationExtension
init(AbstractDefinition, ExpressionExecutor[], ConfigReader, SiddhiAppContext) - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClusteringExtension
  Initialize the StreamingClusteringExtension
init(AbstractDefinition, ExpressionExecutor[], ConfigReader, SiddhiAppContext) - Method in class org.wso2.extension.siddhi.execution.ml.StreamingRegressionExtension
  Initialize the StreamingRegressionExtension
initClassificationTask(String[]) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationTaskBuilder
initClusteringTask(String[]) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTaskBuilder
initTask() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationTaskBuilder
initTask() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTaskBuilder
initTask() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionTaskBuilder
initTask() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder
inputStream - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
instanceLimitOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
intervalOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingDistributor
isFinished() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
isLearnerAndEvaluatorCompatible(Learner, PerformanceEvaluator) - Static method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
isRestartable() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream

## L

learner - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
learnerOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingDistributor
learnerOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
learningCurve - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
LOGGER - Static variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationTaskBuilder

## M

maxEvents - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClustering
maxEvents - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
maxEvents - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder
ModelHandler - Class in org.wso2.extension.siddhi.execution.ml
  Model Handler
ModelHandler(String) - Constructor for class org.wso2.extension.siddhi.execution.ml.ModelHandler

## N

newProcessor(Processor) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEntranceProcessor
newProcessor(Processor) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor
newProcessor(Processor) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEntranceProcessor
newProcessor(Processor) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor
newProcessor(Processor) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
newProcessor(Processor) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEntranceProcessor
newProcessor(Processor) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor
newProcessor(Processor) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
nextEvent() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEntranceProcessor
nextEvent() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEntranceProcessor
nextEvent() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEntranceProcessor
nextEvent() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
nextInstance() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationStream
nextInstance() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringStream
nextInstance() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
nextInstance() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionStream
nextInstance() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
numAttOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionStream
numberOfAttributes - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
numberOfAttributes - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder
numberOfAttributesOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationStream
numberOfClassesOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationStream
numberOfClusters - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor
numberOfClusters - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTask
numberOfClusters - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTaskBuilder
numberOfGeneratedInstances - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
numberOfInstancesSent - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
numberOfNominalsOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationStream
numberOfValuesPerNominalOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationStream
numClasses - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
numClusterOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringStream

## O

onCreate(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor
onCreate(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor
onCreate(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
onCreate(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor
onCreate(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
org.wso2.extension.siddhi.execution.ml - package org.wso2.extension.siddhi.execution.ml
org.wso2.extension.siddhi.execution.ml.samoa.utils - package org.wso2.extension.siddhi.execution.ml.samoa.utils
org.wso2.extension.siddhi.execution.ml.samoa.utils.classification - package org.wso2.extension.siddhi.execution.ml.samoa.utils.classification
org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering - package org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering
org.wso2.extension.siddhi.execution.ml.samoa.utils.regression - package org.wso2.extension.siddhi.execution.ml.samoa.utils.regression

## P

paralellismOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingDistributor
parallelism - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionTaskBuilder
PATH_TO_GOVERNANCE_REGISTRY - Static variable in class org.wso2.extension.siddhi.execution.ml.ModelHandler
predict(String[], String) - Method in class org.wso2.extension.siddhi.execution.ml.ModelHandler
  Predict the value using the feature values.
predict(String[], String, double) - Method in class org.wso2.extension.siddhi.execution.ml.ModelHandler
  Predict the value using the feature values.
predict(String[], String, POJOPredictor) - Method in class org.wso2.extension.siddhi.execution.ml.ModelHandler
  Predict the value using the feature values with POJO predictor.
PredictStreamProcessor - Class in org.wso2.extension.siddhi.execution.ml
  PredictStreamProcessor performs prediction
PredictStreamProcessor() - Constructor for class org.wso2.extension.siddhi.execution.ml.PredictStreamProcessor
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationStream
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringStream
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionStream
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater) - Method in class org.wso2.extension.siddhi.execution.ml.PredictStreamProcessor
process(ContentEvent) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor
process(ContentEvent) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor
process(ContentEvent) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
process(ContentEvent) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor
process(ContentEvent) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater) - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClassificationExtension
  Process events received by StreamingClassificationExtension
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater) - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClusteringExtension
  Process events received by StreamingClusteringExtension
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater) - Method in class org.wso2.extension.siddhi.execution.ml.StreamingRegressionExtension
  Process events received by StreamingRegressionExtension
processId - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
ProcessTask - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils
  Source : Samoa prequentialtask : https://github.com/apache/incubator-samoa/blob/master/samoa-api /src/main/java/org/apache/samoa/tasks/PrequentialEvaluation.java
ProcessTask() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
processTaskBuilder - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.StreamingProcess

## R

REGISTRY_STORAGE_PREFIX - Static variable in class org.wso2.extension.siddhi.execution.ml.ModelHandler
reset() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
reset(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
restart() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
restoreState(Map<String, Object>) - Method in class org.wso2.extension.siddhi.execution.ml.PredictStreamProcessor
restoreState(Map<String, Object>) - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClassificationExtension
restoreState(Map<String, Object>) - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClusteringExtension
restoreState(Map<String, Object>) - Method in class org.wso2.extension.siddhi.execution.ml.StreamingRegressionExtension
rowKappa - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
run() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.StreamingProcess

## S

samoaClusters - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor
samoaClusters - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTask
samoaClusters - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTaskBuilder
samoaPredictions - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegression
samoaPredictions - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor
samoaPredictions - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionTask
samoaPredictions - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionTaskBuilder
sampleFrequencyOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
samplemOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingDistributor
sampleStart - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
samplingFrequency(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor.Builder
samplingFrequency(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor.Builder
samplingFrequency(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor.Builder
samplingThresholdOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
schedule - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
setCepEvents(Queue<double[]>) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
setCepEvents(Queue<double[]>) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
setDelayBatchSize(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
setFactory(ComponentFactory) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
setLayout() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingDistributor
setMaxEvents(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
setNumberOfClusters(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor
setNumberOfClusters(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTask
setSamoaClassifiers(Queue<Vector>) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor
setSamoaClassifiers(Queue<Vector>) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationTask
setSamoaClusters(Queue<Clustering>) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEvaluationProcessor
setSamoaClusters(Queue<Clustering>) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTask
setSamoaData(Queue<Vector>) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionTask
setSamoaPredictions(Queue<Vector>) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor
setSourceDelay(int) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
setStreamSource(InstanceStream) - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
source - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
sourceDelayOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
sourcePiOutputStream - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
SourceProcessor - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils
  Source : https://github.com/apache/incubator-samoa/blob/master/samoa-api/src/main/java/org/ apache/samoa/streams/PrequentialSourceProcessor.java
SourceProcessor() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
start() - Method in class org.wso2.extension.siddhi.execution.ml.PredictStreamProcessor
start() - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClassificationExtension
start() - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClusteringExtension
start() - Method in class org.wso2.extension.siddhi.execution.ml.StreamingRegressionExtension
STATUS_UPDATE_FREQ_MSG - Static variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder
stop() - Method in class org.wso2.extension.siddhi.execution.ml.PredictStreamProcessor
stop() - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClassificationExtension
stop() - Method in class org.wso2.extension.siddhi.execution.ml.StreamingClusteringExtension
stop() - Method in class org.wso2.extension.siddhi.execution.ml.StreamingRegressionExtension
streamHeader - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream
StreamingClassification - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.classification
  Streaming Classification
StreamingClassification(int, int, int, int, int, String, int, int) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassification
StreamingClassificationEntranceProcessor - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.classification
  Streaming Classification Entrance Processor
StreamingClassificationEntranceProcessor() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEntranceProcessor
StreamingClassificationEvaluationProcessor - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.classification
  Streaming Classification Evaluation Processor
StreamingClassificationEvaluationProcessor.Builder - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.classification
  Builder class
StreamingClassificationExtension - Class in org.wso2.extension.siddhi.execution.ml
  StreamingClassificationExtension performs classification
StreamingClassificationExtension() - Constructor for class org.wso2.extension.siddhi.execution.ml.StreamingClassificationExtension
StreamingClassificationPerformanceEvaluator - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.classification
  Uses for evaluate classification performance Combination of Samoa samoa/samoa-api/src/main/java/com/yahoo/labs/samoa/evaluation/ BasicClassificationPerformanceEvaluator.java and samoa/samoa-api/src/main/java/com/ yahoo/labs/samoa/evaluation/ClassificationPerformanceEvaluator.java
StreamingClassificationPerformanceEvaluator() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
StreamingClassificationStream - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.classification
  Streaming Classification Stream
StreamingClassificationStream() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationStream
StreamingClassificationTask - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.classification
  Source : Samoa prequentialtask : https://github.com/apache/incubator-samoa/blob/master/ samoa-api/src/main/java/org/apache/samoa/tasks/PrequentialEvaluation.java
StreamingClassificationTask() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationTask
StreamingClassificationTaskBuilder - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.classification
  Streaming Classification Task Builder
StreamingClassificationTaskBuilder(int, int, int, int, int, String, Queue<double[]>, Queue<Vector>, int, int) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationTaskBuilder
StreamingClustering - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering
  Streaming Clustering
StreamingClustering(int, int, int, int, int, int) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClustering
StreamingClusteringEntranceProcessor - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering
  Streaming Clustering Entrance Processor
StreamingClusteringEntranceProcessor() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringEntranceProcessor
StreamingClusteringEvaluationProcessor - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering
  Streaming Clustering Evaluation Processor
StreamingClusteringEvaluationProcessor.Builder - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering
  Builder Class
StreamingClusteringExtension - Class in org.wso2.extension.siddhi.execution.ml
  StreamingClusteringExtension performs k-means clustering
StreamingClusteringExtension() - Constructor for class org.wso2.extension.siddhi.execution.ml.StreamingClusteringExtension
StreamingClusteringStream - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering
  Streaming Clustering Stream
StreamingClusteringStream() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringStream
StreamingClusteringTask - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering
  A task that runs and evaluates a distributed clustering algorithm.
StreamingClusteringTask() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTask
StreamingClusteringTaskBuilder - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering
  Streaming Clustering TaskBuilder
StreamingClusteringTaskBuilder(int, int, int, int, int, int, Queue<double[]>, Queue<Clustering>) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingClusteringTaskBuilder
StreamingDistributor - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering
  Streaming Distributor
StreamingDistributor() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.clustering.StreamingDistributor
StreamingProcess - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils
  Streaming Process
StreamingProcess() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.StreamingProcess
StreamingRegression - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.regression
  Streaming Regression
StreamingRegression(int, int, int, int) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegression
StreamingRegressionEntranceProcessor - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.regression
  Streaming Regression Entrance Processor
StreamingRegressionEntranceProcessor() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEntranceProcessor
StreamingRegressionEvaluationProcessor - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.regression
  Streaming Regression Evaluation Processor
StreamingRegressionEvaluationProcessor(StreamingRegressionEvaluationProcessor.Builder) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionEvaluationProcessor
StreamingRegressionEvaluationProcessor.Builder - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.regression
  Builder Class
StreamingRegressionExtension - Class in org.wso2.extension.siddhi.execution.ml
  StreamingRegressionExtension performs regression
StreamingRegressionExtension() - Constructor for class org.wso2.extension.siddhi.execution.ml.StreamingRegressionExtension
StreamingRegressionStream - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.regression
  Streaming Regression Stream
StreamingRegressionStream() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionStream
StreamingRegressionTask - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.regression
  Streaming Regression Task
StreamingRegressionTask() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionTask
StreamingRegressionTaskBuilder - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils.regression
  Streaming Regression Task Builder
StreamingRegressionTaskBuilder(int, int, int, Queue<double[]>, Queue<Vector>, int) - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.regression.StreamingRegressionTaskBuilder
streamTrainOption - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
submit() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder
support - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
SUPPRESS_RESULT_OUT_MSG - Static variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder
SUPPRESS_STATUS_OUT_MSG - Static variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder

## T

TaskBuilder - Class in org.wso2.extension.siddhi.execution.ml.samoa.utils
  Task Builder
TaskBuilder() - Constructor for class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder
timer - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.SourceProcessor
topology - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.ProcessTask
topology - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.TaskBuilder
toString() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationEvaluationProcessor
toString() - Method in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
totalCount - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.EvaluationProcessor
trueNegative - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
truePositive - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator

## V

values - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream

## W

weightCorrect - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator
weightObserved - Variable in class org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationPerformanceEvaluator

A B C D E F G H I L M N O P R S T V W

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