Uses of Interface
moa.classifiers.MultiLabelLearner
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Uses of MultiLabelLearner in moa.classifiers
Subinterfaces of MultiLabelLearner in moa.classifiers Modifier and Type Interface Description interface
MultiLabelClassifier
interface
MultiTargetLearnerSemiSupervised
interface
MultiTargetRegressor
MultiTargetRegressor interface for incremental MultiTarget regression models.Classes in moa.classifiers that implement MultiLabelLearner Modifier and Type Class Description class
AbstractMultiLabelLearner
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Uses of MultiLabelLearner in moa.classifiers.meta
Classes in moa.classifiers.meta that implement MultiLabelLearner Modifier and Type Class Description class
MLCviaMTR
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Uses of MultiLabelLearner in moa.classifiers.multilabel
Classes in moa.classifiers.multilabel that implement MultiLabelLearner Modifier and Type Class Description class
MajorityLabelset
Majority Labelset classifier.class
MEKAClassifier
Wrapper for MEKA classifiers.class
MultilabelHoeffdingTree
Hoeffding Tree for classifying multi-label data. -
Uses of MultiLabelLearner in moa.classifiers.multilabel.meta
Classes in moa.classifiers.multilabel.meta that implement MultiLabelLearner Modifier and Type Class Description class
OzaBagAdwinML
OzaBagAdwinML: Changes the way to compute accuracy as an input for Adwinclass
OzaBagML
OzaBag for Multi-label data. -
Uses of MultiLabelLearner in moa.classifiers.multilabel.trees
Classes in moa.classifiers.multilabel.trees that implement MultiLabelLearner Modifier and Type Class Description class
ISOUPTree
iSOUPTree class for structured output prediction.class
ISOUPTreeRF
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Uses of MultiLabelLearner in moa.classifiers.multitarget
Classes in moa.classifiers.multitarget that implement MultiLabelLearner Modifier and Type Class Description class
BasicMultiLabelClassifier
class
BasicMultiLabelLearner
Binary relevance Multilabel Classifierclass
BasicMultiTargetRegressor
Binary relevance Multi-Target Regressor -
Uses of MultiLabelLearner in moa.classifiers.multitarget.functions
Classes in moa.classifiers.multitarget.functions that implement MultiLabelLearner Modifier and Type Class Description class
MultiTargetNoChange
MultiTargetNoChange class regressor. -
Uses of MultiLabelLearner in moa.classifiers.rules
Classes in moa.classifiers.rules that implement MultiLabelLearner Modifier and Type Class Description class
AMRulesRegressor
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Uses of MultiLabelLearner in moa.classifiers.rules.meta
Classes in moa.classifiers.rules.meta that implement MultiLabelLearner Modifier and Type Class Description class
RandomAMRules
Random AMRules algoritgm that performs analogous procedure as the Random Forest Trees but with Rules -
Uses of MultiLabelLearner in moa.classifiers.rules.multilabel
Classes in moa.classifiers.rules.multilabel that implement MultiLabelLearner Modifier and Type Class Description class
AMRulesMultiLabelClassifier
Method for online multi-Label classification.class
AMRulesMultiLabelLearner
Adaptive Model Rules for MultiLabel problems (AMRulesML), the streaming rule learning algorithm.class
AMRulesMultiLabelLearnerSemiSuper
Semi-supervised method for online multi-target regression.class
AMRulesMultiTargetRegressor
AMRules Algorithm for multitarget splitCriterionOption- Split criterion used to assess the merit of a split weightedVoteOption - Weighted vote type learnerOption - Learner selection errorMeasurerOption - Measure of error for deciding which learner should predict changeDetector - Change selection João Duarte, João Gama, Albert Bifet, Adaptive Model Rules From High-Speed Data Streams.class
AMRulesMultiTargetRegressorSemiSuper
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Uses of MultiLabelLearner in moa.classifiers.rules.multilabel.core
Fields in moa.classifiers.rules.multilabel.core declared as MultiLabelLearner Modifier and Type Field Description protected MultiLabelLearner
LearningLiteral. learner
Methods in moa.classifiers.rules.multilabel.core with parameters of type MultiLabelLearner Modifier and Type Method Description void
LearningLiteral. setLearner(MultiLabelLearner learner)
void
MultiLabelRule. setLearner(MultiLabelLearner learner)
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Uses of MultiLabelLearner in moa.classifiers.rules.multilabel.functions
Classes in moa.classifiers.rules.multilabel.functions that implement MultiLabelLearner Modifier and Type Class Description class
AbstractAMRulesFunctionBasicMlLearner
class
AdaptiveMultiTargetRegressor
Adaptive MultiTarget Regressor uses two learner The first is used in first stage when high error are produced(e.g.class
DominantLabelsClassifier
class
MultiLabelNaiveBayes
Binary relevance with Naive Bayesclass
MultiLabelPerceptronClassification
Multi-Label perceptron classifier (by Binary Relevance).class
MultiTargetMeanRegressor
Target mean regressorclass
MultiTargetPerceptronRegressor
Binary relevance with a regression perceptronclass
StackedPredictor
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Uses of MultiLabelLearner in moa.classifiers.rules.multilabel.meta
Classes in moa.classifiers.rules.multilabel.meta that implement MultiLabelLearner Modifier and Type Class Description class
MultiLabelRandomAMRules
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