Uses of Class
moa.core.Measurement
-
-
Uses of Measurement in moa.classifiers
Methods in moa.classifiers that return Measurement Modifier and Type Method Description Measurement[]
AbstractClassifier. getModelMeasurements()
protected abstract Measurement[]
AbstractClassifier. getModelMeasurementsImpl()
Gets the current measurements of this classifier.
The reason for ...Impl methods: ease programmer burden by not requiring them to remember calls to super in overridden methods. -
Uses of Measurement in moa.classifiers.active
Methods in moa.classifiers.active that return Measurement Modifier and Type Method Description protected Measurement[]
ALRandom. getModelMeasurementsImpl()
protected Measurement[]
ALUncertainty. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.bayes
Methods in moa.classifiers.bayes that return Measurement Modifier and Type Method Description protected Measurement[]
NaiveBayes. getModelMeasurementsImpl()
protected Measurement[]
NaiveBayesMultinomial. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.deeplearning
Methods in moa.classifiers.deeplearning that return Measurement Modifier and Type Method Description protected Measurement[]
CAND. getModelMeasurementsImpl()
protected Measurement[]
MLP. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.drift
Methods in moa.classifiers.drift that return Measurement Modifier and Type Method Description protected Measurement[]
DriftDetectionMethodClassifier. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.functions
Methods in moa.classifiers.functions that return Measurement Modifier and Type Method Description protected Measurement[]
MajorityClass. getModelMeasurementsImpl()
protected Measurement[]
NoChange. getModelMeasurementsImpl()
protected Measurement[]
Perceptron. getModelMeasurementsImpl()
protected Measurement[]
SGD. getModelMeasurementsImpl()
protected Measurement[]
SGDMultiClass. getModelMeasurementsImpl()
protected Measurement[]
SPegasos. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.lazy
Methods in moa.classifiers.lazy that return Measurement Modifier and Type Method Description protected Measurement[]
kNN. getModelMeasurementsImpl()
protected Measurement[]
SAMkNN. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.meta
Methods in moa.classifiers.meta that return Measurement Modifier and Type Method Description protected Measurement[]
AccuracyUpdatedEnsemble. getModelMeasurementsImpl()
Adds ensemble weights to the measurements.protected Measurement[]
AccuracyWeightedEnsemble. getModelMeasurementsImpl()
Adds ensemble weights to the measurements.protected Measurement[]
ADACC. getModelMeasurementsImpl()
protected Measurement[]
AdaptiveRandomForest. getModelMeasurementsImpl()
protected Measurement[]
AdaptiveRandomForestRegressor. getModelMeasurementsImpl()
protected Measurement[]
ADOB. getModelMeasurementsImpl()
protected Measurement[]
BOLE. getModelMeasurementsImpl()
protected Measurement[]
DACC. getModelMeasurementsImpl()
protected Measurement[]
DynamicWeightedMajority. getModelMeasurementsImpl()
protected Measurement[]
HeterogeneousEnsembleAbstract. getModelMeasurementsImpl()
protected Measurement[]
LearnNSE. getModelMeasurementsImpl()
protected Measurement[]
LeveragingBag. getModelMeasurementsImpl()
protected Measurement[]
LimAttClassifier. getModelMeasurementsImpl()
protected Measurement[]
MLCviaMTR. getModelMeasurementsImpl()
protected Measurement[]
OCBoost. getModelMeasurementsImpl()
protected Measurement[]
OnlineAccuracyUpdatedEnsemble. getModelMeasurementsImpl()
Adds ensemble weights to the measurements.protected Measurement[]
OnlineSmoothBoost. getModelMeasurementsImpl()
protected Measurement[]
OzaBag. getModelMeasurementsImpl()
protected Measurement[]
OzaBagAdwin. getModelMeasurementsImpl()
protected Measurement[]
OzaBagASHT. getModelMeasurementsImpl()
protected Measurement[]
OzaBoost. getModelMeasurementsImpl()
protected Measurement[]
OzaBoostAdwin. getModelMeasurementsImpl()
protected Measurement[]
PairedLearners. getModelMeasurementsImpl()
protected Measurement[]
RandomRules. getModelMeasurementsImpl()
protected Measurement[]
SelfOptimisingKNearestLeaves. getModelMeasurementsImpl()
protected Measurement[]
StreamingGradientBoostedTrees. getModelMeasurementsImpl()
protected Measurement[]
StreamingRandomPatches. getModelMeasurementsImpl()
protected Measurement[]
TemporallyAugmentedClassifier. getModelMeasurementsImpl()
protected Measurement[]
WeightedMajorityAlgorithm. getModelMeasurementsImpl()
protected Measurement[]
WEKAClassifier. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.meta.imbalanced
Methods in moa.classifiers.meta.imbalanced that return Measurement Modifier and Type Method Description protected Measurement[]
CSMOTE. getModelMeasurementsImpl()
protected Measurement[]
OnlineAdaBoost. getModelMeasurementsImpl()
protected Measurement[]
OnlineAdaC2. getModelMeasurementsImpl()
protected Measurement[]
OnlineCSB2. getModelMeasurementsImpl()
protected Measurement[]
OnlineRUSBoost. getModelMeasurementsImpl()
protected Measurement[]
OnlineSMOTEBagging. getModelMeasurementsImpl()
protected Measurement[]
OnlineUnderOverBagging. getModelMeasurementsImpl()
protected Measurement[]
RebalanceStream. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.multilabel
Methods in moa.classifiers.multilabel that return Measurement Modifier and Type Method Description protected Measurement[]
MajorityLabelset. getModelMeasurementsImpl()
protected Measurement[]
MEKAClassifier. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.multilabel.trees
Methods in moa.classifiers.multilabel.trees that return Measurement Modifier and Type Method Description protected Measurement[]
ISOUPTree. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.multitarget
Methods in moa.classifiers.multitarget that return Measurement Modifier and Type Method Description protected Measurement[]
BasicMultiLabelLearner. getModelMeasurementsImpl()
protected Measurement[]
BasicMultiTargetRegressor. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.multitarget.functions
Methods in moa.classifiers.multitarget.functions that return Measurement Modifier and Type Method Description protected Measurement[]
MultiTargetNoChange. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.oneclass
Methods in moa.classifiers.oneclass that return Measurement Modifier and Type Method Description protected Measurement[]
Autoencoder. getModelMeasurementsImpl()
protected Measurement[]
HSTrees. getModelMeasurementsImpl()
protected Measurement[]
NearestNeighbourDescription. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.rules
Methods in moa.classifiers.rules that return Measurement Modifier and Type Method Description protected Measurement[]
AbstractAMRules. getModelMeasurementsImpl()
print GUI evaluate modelprotected Measurement[]
BinaryClassifierFromRegressor. getModelMeasurementsImpl()
protected Measurement[]
RuleClassifier. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.rules.functions
Methods in moa.classifiers.rules.functions that return Measurement Modifier and Type Method Description protected Measurement[]
AdaptiveNodePredictor. getModelMeasurementsImpl()
protected Measurement[]
LowPassFilteredLearner. getModelMeasurementsImpl()
protected Measurement[]
Perceptron. getModelMeasurementsImpl()
protected Measurement[]
TargetMean. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.rules.meta
Methods in moa.classifiers.rules.meta that return Measurement Modifier and Type Method Description protected Measurement[]
RandomAMRulesOld. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.rules.multilabel
Methods in moa.classifiers.rules.multilabel that return Measurement Modifier and Type Method Description protected Measurement[]
AMRulesMultiLabelLearner. getModelMeasurementsImpl()
print GUI evaluate modelprotected Measurement[]
AMRulesMultiLabelLearnerSemiSuper. getModelMeasurementsImpl()
print GUI evaluate model -
Uses of Measurement in moa.classifiers.rules.multilabel.functions
Methods in moa.classifiers.rules.multilabel.functions that return Measurement Modifier and Type Method Description protected Measurement[]
AdaptiveMultiTargetRegressor. getModelMeasurementsImpl()
protected Measurement[]
DominantLabelsClassifier. getModelMeasurementsImpl()
protected Measurement[]
StackedPredictor. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.rules.multilabel.meta
Methods in moa.classifiers.rules.multilabel.meta that return Measurement Modifier and Type Method Description protected Measurement[]
MultiLabelRandomAMRules. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.trees
Methods in moa.classifiers.trees that return Measurement Modifier and Type Method Description protected Measurement[]
ARFFIMTDD. getModelMeasurementsImpl()
protected Measurement[]
DecisionStump. getModelMeasurementsImpl()
protected Measurement[]
EFDT. getModelMeasurementsImpl()
protected Measurement[]
FIMTDD. getModelMeasurementsImpl()
protected Measurement[]
HoeffdingOptionTree. getModelMeasurementsImpl()
protected Measurement[]
HoeffdingTree. getModelMeasurementsImpl()
protected Measurement[]
ORTO. getModelMeasurementsImpl()
protected Measurement[]
SelfOptimisingBaseTree. getModelMeasurementsImpl()
-
Uses of Measurement in moa.classifiers.trees.iadem
Methods in moa.classifiers.trees.iadem that return Measurement Modifier and Type Method Description protected Measurement[]
Iadem2. getModelMeasurementsImpl()
protected Measurement[]
Iadem3. getModelMeasurementsImpl()
-
Uses of Measurement in moa.clusterers
Methods in moa.clusterers that return Measurement Modifier and Type Method Description Measurement[]
AbstractClusterer. getModelMeasurements()
Measurement[]
Clusterer. getModelMeasurements()
protected abstract Measurement[]
AbstractClusterer. getModelMeasurementsImpl()
protected Measurement[]
ClusterGenerator. getModelMeasurementsImpl()
protected Measurement[]
CobWeb. getModelMeasurementsImpl()
protected Measurement[]
WekaClusteringAlgorithm. getModelMeasurementsImpl()
-
Uses of Measurement in moa.clusterers.clustream
Methods in moa.clusterers.clustream that return Measurement Modifier and Type Method Description protected Measurement[]
Clustream. getModelMeasurementsImpl()
protected Measurement[]
WithKmeans. getModelMeasurementsImpl()
-
Uses of Measurement in moa.clusterers.clustree
Methods in moa.clusterers.clustree that return Measurement Modifier and Type Method Description protected Measurement[]
ClusTree. getModelMeasurementsImpl()
-
Uses of Measurement in moa.clusterers.denstream
Methods in moa.clusterers.denstream that return Measurement Modifier and Type Method Description protected Measurement[]
WithDBSCAN. getModelMeasurementsImpl()
-
Uses of Measurement in moa.clusterers.dstream
Methods in moa.clusterers.dstream that return Measurement Modifier and Type Method Description protected Measurement[]
Dstream. getModelMeasurementsImpl()
-
Uses of Measurement in moa.clusterers.kmeanspm
Methods in moa.clusterers.kmeanspm that return Measurement Modifier and Type Method Description protected Measurement[]
BICO. getModelMeasurementsImpl()
-
Uses of Measurement in moa.clusterers.meta
Methods in moa.clusterers.meta that return Measurement Modifier and Type Method Description protected Measurement[]
EnsembleClustererAbstract. getModelMeasurementsImpl()
-
Uses of Measurement in moa.clusterers.outliers
Methods in moa.clusterers.outliers that return Measurement Modifier and Type Method Description protected Measurement[]
MyBaseOutlierDetector. getModelMeasurementsImpl()
-
Uses of Measurement in moa.clusterers.streamkm
Methods in moa.clusterers.streamkm that return Measurement Modifier and Type Method Description protected Measurement[]
StreamKM. getModelMeasurementsImpl()
-
Uses of Measurement in moa.core
Methods in moa.core that return Measurement Modifier and Type Method Description static Measurement[]
Measurement. averageMeasurements(Measurement[][] toAverage)
static Measurement
Measurement. getMeasurementNamed(String name, Measurement[] measurements)
Methods in moa.core with parameters of type Measurement Modifier and Type Method Description static Measurement[]
Measurement. averageMeasurements(Measurement[][] toAverage)
static Measurement
Measurement. getMeasurementNamed(String name, Measurement[] measurements)
static void
Measurement. getMeasurementsDescription(Measurement[] measurements, StringBuilder out, int indent)
-
Uses of Measurement in moa.evaluation
Fields in moa.evaluation declared as Measurement Modifier and Type Field Description protected Measurement[]
LearningEvaluation. measurements
Methods in moa.evaluation that return Measurement Modifier and Type Method Description Measurement[]
LearningEvaluation. getMeasurements()
Measurement[]
ALWindowClassificationPerformanceEvaluator. getPerformanceMeasurements()
Measurement[]
BasicAUCImbalancedPerformanceEvaluator. getPerformanceMeasurements()
Measurement[]
BasicClassificationPerformanceEvaluator. getPerformanceMeasurements()
Measurement[]
BasicConceptDriftPerformanceEvaluator. getPerformanceMeasurements()
Measurement[]
BasicMultiLabelPerformanceEvaluator. getPerformanceMeasurements()
Measurement[]
BasicMultiTargetPerformanceEvaluator. getPerformanceMeasurements()
Measurement[]
BasicMultiTargetPerformanceRelativeMeasuresEvaluator. getPerformanceMeasurements()
Measurement[]
BasicRegressionPerformanceEvaluator. getPerformanceMeasurements()
Measurement[]
LearningPerformanceEvaluator. getPerformanceMeasurements()
Gets the current measurements monitored by this evaluator.Measurement[]
MultiTargetWindowRegressionPerformanceEvaluator. getPerformanceMeasurements()
Measurement[]
MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator. getPerformanceMeasurements()
Measurement[]
WindowAUCImbalancedPerformanceEvaluator. getPerformanceMeasurements()
Measurement[]
WindowRegressionPerformanceEvaluator. getPerformanceMeasurements()
Constructors in moa.evaluation with parameters of type Measurement Constructor Description LearningEvaluation(Measurement[] measurements)
LearningEvaluation(Measurement[] evaluationMeasurements, LearningPerformanceEvaluator cpe, Learner model)
-
Uses of Measurement in moa.learners
Methods in moa.learners that return Measurement Modifier and Type Method Description Measurement[]
Learner. getModelMeasurements()
Gets the current measurements of this learner.protected Measurement[]
ChangeDetectorLearner. getModelMeasurementsImpl()
-
Uses of Measurement in moa.learners.featureanalysis
Methods in moa.learners.featureanalysis that return Measurement Modifier and Type Method Description protected Measurement[]
ClassifierWithFeatureImportance. getModelMeasurementsImpl()
protected Measurement[]
FeatureImportanceHoeffdingTree. getModelMeasurementsImpl()
protected Measurement[]
FeatureImportanceHoeffdingTreeEnsemble. getModelMeasurementsImpl()
-
Uses of Measurement in moa.tasks
Methods in moa.tasks that return Measurement Modifier and Type Method Description Measurement[]
EvaluatePrequentialCV. getEvaluationMeasurements(Measurement[] modelMeasurements, LearningPerformanceEvaluator[] subEvaluators)
Measurement[]
EvaluatePrequentialDelayedCV. getEvaluationMeasurements(Measurement[] modelMeasurements, LearningPerformanceEvaluator[] subEvaluators)
Methods in moa.tasks with parameters of type Measurement Modifier and Type Method Description Measurement[]
EvaluatePrequentialCV. getEvaluationMeasurements(Measurement[] modelMeasurements, LearningPerformanceEvaluator[] subEvaluators)
Measurement[]
EvaluatePrequentialDelayedCV. getEvaluationMeasurements(Measurement[] modelMeasurements, LearningPerformanceEvaluator[] subEvaluators)
-