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

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