Modifier and Type | Class and Description |
---|---|
class |
AbstractChangeDetector
Abstract Change Detector.
|
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 | Field and Description |
---|---|
protected ChangeDetector[] |
EnsembleDriftDetectionMethods.cds |
Modifier and Type | Method and Description |
---|---|
ChangeDetector |
ChangeDetector.copy()
Produces a copy of this drift detection method
|
ChangeDetector |
AbstractChangeDetector.copy()
Produces a copy of this change detector method
|
Modifier and Type | Field and Description |
---|---|
protected ChangeDetector |
DriftDetectionMethodClassifier.driftDetectionMethod |
Modifier and Type | Field and Description |
---|---|
protected ChangeDetector |
AdaptiveRandomForest.ARFBaseLearner.driftDetectionMethod |
protected ChangeDetector |
AdaptiveRandomForest.ARFBaseLearner.warningDetectionMethod |
Modifier and Type | Class and Description |
---|---|
class |
NoChangeDetection |
Modifier and Type | Field and Description |
---|---|
protected ChangeDetector |
LearningLiteral.changeDetector |
protected ChangeDetector[] |
LearningLiteral.changeDetectors |
Modifier and Type | Method and Description |
---|---|
void |
MultiLabelRule.setChangeDetector(ChangeDetector changeDetector) |
void |
LearningLiteral.setChangeDetector(ChangeDetector changeDetector) |
Modifier and Type | Field and Description |
---|---|
protected ChangeDetector |
ChangeDetectorLearner.driftDetectionMethod |
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