Package | Description |
---|---|
moa.classifiers.core.driftdetection | |
moa.classifiers.rules.core.changedetection | |
moa.classifiers.trees.iadem |
Modifier and Type | Class and Description |
---|---|
class |
ADWINChangeDetector
Drift detection method based in ADWIN.
|
class |
CusumDM
Drift detection method based in Cusum
|
class |
DDM
Drift detection method based in DDM method of Joao Gama SBIA 2004.
|
class |
EDDM
Drift detection method based in EDDM method of Manuel Baena et al.
|
class |
EnsembleDriftDetectionMethods
Ensemble Drift detection method
|
class |
EWMAChartDM
Drift detection method based in EWMA Charts of Ross, Adams, Tasoulis and Hand
2012
|
class |
GeometricMovingAverageDM
Drift detection method based in Geometric Moving Average Test
|
class |
HDDM_A_Test
Online drift detection method based on Hoeffding's bounds.
|
class |
HDDM_W_Test
Online drift detection method based on McDiarmid's bounds.
|
class |
PageHinkleyDM
Drift detection method based in Page Hinkley Test.
|
class |
RDDM |
class |
SEEDChangeDetector
Drift detection method as published in:
|
class |
SeqDrift1ChangeDetector
SeqDrift1ChangeDetector.java.
|
class |
SeqDrift2ChangeDetector
SeqDriftChangeDetector.java.
|
class |
STEPD |
Modifier and Type | Class and Description |
---|---|
class |
NoChangeDetection |
Modifier and Type | Field and Description |
---|---|
protected AbstractChangeDetector |
Iadem3Subtree.errorEstimator |
protected AbstractChangeDetector |
Iadem3.AdaptiveNominalVirtualNode.estimador |
protected AbstractChangeDetector |
Iadem3.AdaptiveLeafNode.estimator |
protected AbstractChangeDetector |
Iadem3.AdaptiveNumericVirtualNode.estimator |
protected AbstractChangeDetector |
Iadem3.AdaptiveSplitNode.estimator |
protected AbstractChangeDetector |
Iadem2.estimator |
protected AbstractChangeDetector |
Iadem3.AdaptiveLeafNodeNBAdaptive.majorityClassError |
protected AbstractChangeDetector |
Iadem2.LeafNodeWeightedVote.majorityClassError |
protected AbstractChangeDetector |
Iadem3.AdaptiveLeafNodeNBAdaptive.naiveBayesError |
protected AbstractChangeDetector |
Iadem2.LeafNodeWeightedVote.naiveBayesError |
Modifier and Type | Method and Description |
---|---|
AbstractChangeDetector |
Iadem3Subtree.getEstimador() |
AbstractChangeDetector |
Iadem3.getEstimatorCopy() |
AbstractChangeDetector |
Iadem3Subtree.getEstimatorCopy() |
AbstractChangeDetector |
Iadem2.newEstimator() |
Modifier and Type | Method and Description |
---|---|
void |
Iadem3Subtree.setEstimador(AbstractChangeDetector estimador) |
Constructor and Description |
---|
AdaptiveLeafNode(Iadem3 arbol,
Iadem2.Node parent,
long instTreeCountSinceVirtual,
long instNodeCountSinceVirtual,
double[] initialClassCount,
IademNumericAttributeObserver numericAttClassObserver,
AbstractChangeDetector estimator,
boolean onlyMultiwayTest,
boolean onlyBinaryTest,
Instance instance) |
AdaptiveLeafNodeNB(Iadem3 tree,
Iadem2.Node parent,
long instTreeCountSinceVirtual,
long instNodeCountSinceVirtual,
double[] initialClassCount,
IademNumericAttributeObserver numericAttClassObserver,
int limitNaiveBayes,
AbstractChangeDetector estimator,
boolean onlyMultiwayTest,
boolean onlyBinaryTest,
Instance instance) |
AdaptiveLeafNodeNBAdaptive(Iadem3 tree,
Iadem2.Node parent,
long instancesProcessedByTheTree,
long instancesProcessedByThisLeaf,
double[] classDist,
IademNumericAttributeObserver observadorContinuos,
int naiveBayesLimit,
boolean onlyMultiwayTest,
boolean onlyBinaryTest,
AbstractChangeDetector estimator,
Instance instance) |
AdaptiveLeafNodeNBKirkby(Iadem3 tree,
Iadem2.Node parent,
long instancesProcessedByTheTree,
long instancesProcessedByThisLeaf,
double[] classDist,
IademNumericAttributeObserver observadorContinuos,
int naiveBayesLimit,
boolean onlyMultiwayTest,
boolean onlyBinaryTest,
AbstractChangeDetector estimator,
Instance instance) |
AdaptiveLeafNodeWeightedVote(Iadem3 tree,
Iadem2.Node parent,
long instTreeCountSinceVirtual,
long instNodeCountSinceVirtual,
double[] classDist,
IademNumericAttributeObserver observadorContinuos,
int naiveBayesLimit,
boolean onlyMultiwayTest,
boolean onlyBinaryTest,
AbstractChangeDetector estimator,
Instance instance) |
AdaptiveSplitNode(Iadem3 tree,
Iadem2.Node parent,
Iadem2.Node[] child,
double[] freq,
InstanceConditionalTest splitTest,
AbstractChangeDetector estimator,
Iadem3.AdaptiveLeafNode predictionLeaf,
int causeOfSplit) |
LeafNodeNBKirkby(Iadem2 tree,
Iadem2.Node parent,
long instancesProcessedByTheTree,
long instancesProcessedByThisLeaf,
double[] classDist,
IademNumericAttributeObserver numericAttClassObserver,
int naiveBayesLimit,
boolean onlyMultiwayTest,
boolean onlyBinaryTest,
AbstractChangeDetector estimator,
Instance instance) |
LeafNodeWeightedVote(Iadem2 tree,
Iadem2.Node parent,
long instancesProcessedByTheTree,
long instancesProcessedByThisLeaf,
double[] classDist,
IademNumericAttributeObserver observadorContinuos,
int naiveBayesLimit,
boolean onlyMultiwayTest,
boolean onlyBinaryTest,
AbstractChangeDetector estimator,
Instance instance) |
Copyright © 2019 University of Waikato, Hamilton, NZ. All Rights Reserved.