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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
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
getProcessingMode()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.
HoeffdingClassifierStreamProcessorExtension
getProcessingMode()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.
HoeffdingClassifierUpdaterStreamProcessorExtension
getProcessingMode()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.
ClusTreeStreamProcessorExtension
getProcessingMode()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.
AdaptiveModelRulesRegressorStreamProcessorExtension
getProcessingMode()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.
AdaptiveModelRulesUpdaterStreamProcessorExtension
getReturnAttributes()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.
HoeffdingClassifierStreamProcessorExtension
getReturnAttributes()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.
HoeffdingClassifierUpdaterStreamProcessorExtension
getReturnAttributes()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.
ClusTreeStreamProcessorExtension
getReturnAttributes()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.
AdaptiveModelRulesRegressorStreamProcessorExtension
getReturnAttributes()
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.
AdaptiveModelRulesUpdaterStreamProcessorExtension
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(MetaStreamEvent, AbstractDefinition, ExpressionExecutor[], ConfigReader, StreamEventClonerHolder, boolean, boolean, SiddhiQueryContext)
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.
HoeffdingClassifierStreamProcessorExtension
init(MetaStreamEvent, AbstractDefinition, ExpressionExecutor[], ConfigReader, StreamEventClonerHolder, boolean, boolean, SiddhiQueryContext)
- 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(MetaStreamEvent, AbstractDefinition, ExpressionExecutor[], ConfigReader, StreamEventClonerHolder, boolean, boolean, SiddhiQueryContext)
- 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(MetaStreamEvent, AbstractDefinition, ExpressionExecutor[], ConfigReader, StreamEventClonerHolder, boolean, boolean, SiddhiQueryContext)
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.
AdaptiveModelRulesRegressorStreamProcessorExtension
init(MetaStreamEvent, AbstractDefinition, ExpressionExecutor[], ConfigReader, StreamEventClonerHolder, boolean, boolean, SiddhiQueryContext)
- 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, HoeffdingClassifierStreamProcessorExtension.ExtensionState)
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.
HoeffdingClassifierStreamProcessorExtension
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater, HoeffdingClassifierUpdaterStreamProcessorExtension.ExtensionState)
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.classification.hoeffdingtree.
HoeffdingClassifierUpdaterStreamProcessorExtension
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater, ClusTreeStreamProcessorExtension.ExtensionState)
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.clustering.clustree.
ClusTreeStreamProcessorExtension
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater, State)
- Method in class org.wso2.extension.siddhi.gpl.execution.streamingml.regression.adaptivemodelrules.
AdaptiveModelRulesRegressorStreamProcessorExtension
process(ComplexEventChunk<StreamEvent>, Processor, StreamEventCloner, ComplexEventPopulater, AdaptiveModelRulesUpdaterStreamProcessorExtension.ExtensionState)
- 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
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
W
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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