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A

AbstractRegressor - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.regression
Abstract Regressor for Regression models.
AbstractRegressor() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.AbstractRegressor
 
AdaptiveHoeffdingModelsHolder - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util
Data holder which keeps the instances of @AdaptiveHoeffdingTreeModel
AdaptiveHoeffdingTreeModel - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util
Represents the Hoeffding Adaptive Tree Model
AdaptiveHoeffdingTreeModel(String) - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
 
AdaptiveHoeffdingTreeModel(AdaptiveHoeffdingTreeModel) - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
 
AdaptiveModelRulesModel - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util
Represents AMRules Regressor model
AdaptiveModelRulesModel(String) - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 
AdaptiveModelRulesModel(AdaptiveModelRulesModel) - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 
AdaptiveModelRulesRegressorStreamProcessorExtension - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules
Perform regression analysis using an Adaptive Model Rules Regressor model.
AdaptiveModelRulesRegressorStreamProcessorExtension() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesRegressorStreamProcessorExtension
 
AdaptiveModelRulesUpdaterStreamProcessorExtension - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules
Build/update an Adaptive Model Rules Regressor Model for regression analysis.
AdaptiveModelRulesUpdaterStreamProcessorExtension() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesUpdaterStreamProcessorExtension
 
add(DataPoint) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
addRegressorModel(String, Regressor) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.RegressorModelHolder
 
addResult(Instance, double[]) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.ClassifierPrequentialModelEvaluation
 
addToCluster(DataPoint) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Cluster
 
argMax(double[]) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.CoreUtils
Get maximum value from the double array
argMaxIndex(double[]) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.CoreUtils
Get index of the Maximum from double array

C

ClassifierPrequentialModelEvaluation - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.classification
Prequential or interleaved-test-then-train evolution.
ClassifierPrequentialModelEvaluation() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.ClassifierPrequentialModelEvaluation
 
clearClusterMembers() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
clearDataPointsInCluster() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Cluster
 
Cluster - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util
This class represents a single cluster in the model
Cluster(DataPoint) - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Cluster
 
ClusTreeModel - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util
Represents the ClusTree model
ClusTreeModel() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.ClusTreeModel
 
ClusTreeStreamProcessorExtension - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree
performs clustree with batch update of kmeans model using ClusTree model
ClusTreeStreamProcessorExtension() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.ClusTreeStreamProcessorExtension
 
contains(DataPoint) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
CoreUtils - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.util
Common utils for Streaming Machine Learning tasks.
CoreUtils() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.util.CoreUtils
 
createAMRulesRegressorModel(String) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.RegressorModelHolder
 
createMOAInstance(double[]) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.AbstractRegressor
 
currentState() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierStreamProcessorExtension
 
currentState() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierUpdaterStreamProcessorExtension
 
currentState() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.ClusTreeStreamProcessorExtension
 
currentState() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesRegressorStreamProcessorExtension
 
currentState() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesUpdaterStreamProcessorExtension
 

D

DataPoint - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util
Object which holds the data from each event and information about centroids in terms of coordinates
DataPoint() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.DataPoint
 
deleteHoeffdingModel(String) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingModelsHolder
 
deleteRegressorModel(String) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.RegressorModelHolder
 

E

equals(Object) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Cluster
 
equals(Object) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.DataPoint
 
euclideanDistance(double[], double[]) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.MathUtil
Calculate the euclidean distance between two input points of equal dimension
evaluationTrainOnEvent(ClassifierPrequentialModelEvaluation, double[], String) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
Calculate prequential accuracy of the model
extractAndValidateClassLabel(AbstractDefinition, ExpressionExecutor[], int) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.CoreUtils
Validate and extract class label attribute executor
extractAndValidateFeatures(AbstractDefinition, ExpressionExecutor[], int, int) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.CoreUtils
Validate and extract feature attribute executors

G

generateHeader(int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.AbstractRegressor
 
getAMRulesRegressorModel(String) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.RegressorModelHolder
 
getAssociatedCentroidInfo(DataPoint, KMeansModel) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.WeightedKMeans
similar to findAssociatedCluster method but return an Object[] array with the distance to closest centroid and the coordinates of the closest centroid
getCentroid() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Cluster
 
getClasses() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
 
getClonedHoeffdingModelMap() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingModelsHolder
 
getClonedPerceptronModel(String) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.RegressorModelHolder
 
getClusterList() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
getCoordinates() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.DataPoint
 
getCoordinatesOfCentroidOfCluster(int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
getDataPointsInCluster() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Cluster
 
getDescription(StringBuilder, int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
 
getDescription(StringBuilder, int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.ClusTreeModel
 
getDescription(StringBuilder, int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 
getFractionCorrectlyClassified() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.ClassifierPrequentialModelEvaluation
Classification Prequential Evaluation accuracy
getHoeffdingModel(String) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingModelsHolder
 
getInstance() - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingModelsHolder
 
getInstance() - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.RegressorModelHolder
 
getMemberInfo() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Cluster
 
getMicroClustering() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.ClusTreeModel
 
getMicroClusteringAsDPArray() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.ClusTreeModel
 
getModelInfo() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
getModelName() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
 
getNoOfFeatures() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
 
getNoOfFeatures() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 
getPrediction(double[]) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
Predict the class label for event with fearure attributes
getPrediction(double[]) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
getPrediction(double[]) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 
getPrediction(double[]) - Method in interface org.wso2.extension.siddhi.gpl.execution.streamingml.regression.Regressor
 
getStreamHeader() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
 
getWeight() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.DataPoint
 

H

hashCode() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Cluster
 
hashCode() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.DataPoint
 
HoeffdingClassifierStreamProcessorExtension - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree
Predict using a Hoeffding Adaptive Tree model.
HoeffdingClassifierStreamProcessorExtension() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierStreamProcessorExtension
 
HoeffdingClassifierUpdaterStreamProcessorExtension - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree
Build/update using a Hoeffding Adaptive Tree Model.
HoeffdingClassifierUpdaterStreamProcessorExtension() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierUpdaterStreamProcessorExtension
 

I

init(AbstractDefinition, ExpressionExecutor[], ConfigReader, SiddhiAppContext) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierStreamProcessorExtension
 
init(AbstractDefinition, ExpressionExecutor[], ConfigReader, SiddhiAppContext) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierUpdaterStreamProcessorExtension
 
init(int, int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
Initialize the model with input stream definition.
init(AbstractDefinition, ExpressionExecutor[], ConfigReader, SiddhiAppContext) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.ClusTreeStreamProcessorExtension
 
init(int, int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.ClusTreeModel
Initialize the model with input stream definition.
init(AbstractDefinition, ExpressionExecutor[], ConfigReader, SiddhiAppContext) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesRegressorStreamProcessorExtension
 
init(AbstractDefinition, ExpressionExecutor[], ConfigReader, SiddhiAppContext) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesUpdaterStreamProcessorExtension
 
init(int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
Initialize the model with input stream definition.
isInitialized() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 
isInitialized(AdaptiveHoeffdingTreeModel, int) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.CoreUtils
Check whether the model is initialized
isLabelType(Attribute.Type) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.CoreUtils
 
isNumeric(Attribute.Type) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.CoreUtils
 
isTrained() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
isValidStreamHeader(int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 

K

KMeansModel - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util
stores info about the kmeans model
KMeansModel() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 

M

MathUtil - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.util
Special mathematical functions used in the ML algorithms.
MathUtil() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.util.MathUtil
 

O

org.wso2.extension.siddhi.gpl.execution.streamingml.classification - package org.wso2.extension.siddhi.gpl.execution.streamingml.classification
 
org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree - package org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree
 
org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util - package org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util
 
org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree - package org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree
 
org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util - package org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util
 
org.wso2.extension.siddhi.gpl.execution.streamingml.regression - package org.wso2.extension.siddhi.gpl.execution.streamingml.regression
 
org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules - package org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules
 
org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util - package org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util
 
org.wso2.extension.siddhi.gpl.execution.streamingml.util - package org.wso2.extension.siddhi.gpl.execution.streamingml.util
 

P

prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
 
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.ClusTreeModel
 
prepareForUseImpl(TaskMonitor, ObjectRepository) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierStreamProcessorExtension
 
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierUpdaterStreamProcessorExtension
 
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.ClusTreeStreamProcessorExtension
 
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesRegressorStreamProcessorExtension
 
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesUpdaterStreamProcessorExtension
 

R

refresh(List<DataPoint>, int, int, int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
Regressor - Interface in org.wso2.extension.siddhi.gpl.execution.streamingml.regression
Interface for Regression models.
RegressorModelHolder - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.regression
Data holder which keeps the instances of @Regressor
reset(int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.ClassifierPrequentialModelEvaluation
 
restoreState(Map<String, Object>) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierStreamProcessorExtension
 
restoreState(Map<String, Object>) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierUpdaterStreamProcessorExtension
 
restoreState(Map<String, Object>) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.ClusTreeStreamProcessorExtension
 
restoreState(Map<String, Object>) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesRegressorStreamProcessorExtension
 
restoreState(Map<String, Object>) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesUpdaterStreamProcessorExtension
 
roundOff(double, int) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.MathUtil
Round-off a value to a given number of decimal points
run() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Trainer
 
run(List<DataPoint>, int, int, int) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.WeightedKMeans
 

S

setClusterList(List<Cluster>) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
setConfigurations(int, int, double, double, boolean, boolean, int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
Configure Hoeffding Adaptive Tree Model with hyper-parameters.
setConfigurations(double, double, int, int, int) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 
setCoordinates(double[]) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.DataPoint
 
setHoeffdingModelMap(Map<String, AdaptiveHoeffdingTreeModel>) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingModelsHolder
 
setTrained(boolean) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
setWeight(double) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.DataPoint
 
size() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.KMeansModel
 
start() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierStreamProcessorExtension
 
start() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierUpdaterStreamProcessorExtension
 
start() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.ClusTreeStreamProcessorExtension
 
start() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesRegressorStreamProcessorExtension
 
start() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesUpdaterStreamProcessorExtension
 
stop() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierStreamProcessorExtension
 
stop() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.HoeffdingClassifierUpdaterStreamProcessorExtension
 
stop() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.ClusTreeStreamProcessorExtension
 
stop() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesRegressorStreamProcessorExtension
 
stop() - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.AdaptiveModelRulesUpdaterStreamProcessorExtension
 
streamHeader - Variable in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.AbstractRegressor
 
sum(double[]) - Static method in class org.wso2.extension.siddhi.gpl.execution.streamingml.util.MathUtil
Calculate sum of double array

T

Trainer - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util
This class will be used for separate thread refreshment of kmeans model
Trainer(KMeansModel, List<DataPoint>, int, int, int) - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.Trainer
 
trainOnEvent(double[], String) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.util.AdaptiveHoeffdingTreeModel
Train the model on event instance
trainOnEvent(double[]) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.ClusTreeModel
 
trainOnEvent(double[]) - Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.util.AdaptiveModelRulesModel
 
trainOnEvent(double[]) - Method in interface org.wso2.extension.siddhi.gpl.execution.streamingml.regression.Regressor
 

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WeightedKMeans - Class in org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util
perform weighted kmeans calculations.
WeightedKMeans() - Constructor for class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.util.WeightedKMeans
 
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