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Package moa.classifiers.trees
Interface Summary
Interface
Description
EFDT.EFDTNode
HoeffdingAdaptiveTree.NewNode
Class Summary
Class
Description
AdaHoeffdingOptionTree
Adaptive decision option tree for streaming data with adaptive Naive Bayes classification at leaves.
AdaHoeffdingOptionTree.AdaLearningNode
ARFFIMTDD
Implementation of ARFFIMTDD, an extension of FIMTDD to be used by AdaptiveRandomForestRegressor.
ARFFIMTDD.InnerNode
ARFFIMTDD.LeafNode
ARFFIMTDD.Node
ARFFIMTDD.SplitNode
ARFHoeffdingTree
Adaptive Random Forest Hoeffding Tree.
ARFHoeffdingTree.LearningNodeNB
ARFHoeffdingTree.LearningNodeNBAdaptive
ARFHoeffdingTree.RandomLearningNode
ASHoeffdingTree
Adaptive Size Hoeffding Tree used in Bagging using trees of different size.
DecisionStump
Decision trees of one level.
Parameters:
EFDT
EFDT.ActiveLearningNode
EFDT.FoundNode
EFDT.InactiveLearningNode
EFDT.LearningNode
EFDT.LearningNodeNB
EFDT.LearningNodeNBAdaptive
EFDT.Node
EFDT.SplitNode
FIMTDD
Implementation of FIMTDD, regression and model trees for data streams.
FIMTDD.InnerNode
FIMTDD.LeafNode
FIMTDD.Node
FIMTDD.SplitNode
HoeffdingAdaptiveTree
Hoeffding Adaptive Tree for evolving data streams.
HoeffdingAdaptiveTree.AdaLearningNode
HoeffdingAdaptiveTree.AdaSplitNode
HoeffdingAdaptiveTreeClassifLeaves
Hoeffding Adaptive Tree for evolving data streams that has a classifier at the leaves.
HoeffdingOptionTree
Hoeffding Option Tree.
HoeffdingOptionTree.ActiveLearningNode
HoeffdingOptionTree.FoundNode
HoeffdingOptionTree.InactiveLearningNode
HoeffdingOptionTree.LearningNode
HoeffdingOptionTree.LearningNodeNB
HoeffdingOptionTree.LearningNodeNBAdaptive
HoeffdingOptionTree.Node
HoeffdingOptionTree.SplitNode
HoeffdingTree
Hoeffding Tree or VFDT.
HoeffdingTree.ActiveLearningNode
HoeffdingTree.FoundNode
HoeffdingTree.InactiveLearningNode
HoeffdingTree.LearningNode
HoeffdingTree.LearningNodeNB
HoeffdingTree.LearningNodeNBAdaptive
HoeffdingTree.Node
HoeffdingTree.SplitNode
HoeffdingTreeClassifLeaves
Hoeffding Tree that have a classifier at the leaves.
LimAttHoeffdingTree
Hoeffding decision trees with a restricted number of attributes for data streams.
LimAttHoeffdingTree.LearningNodeNB
LimAttHoeffdingTree.LearningNodeNBAdaptive
LimAttHoeffdingTree.LimAttLearningNode
ORTO
ORTO.OptionNode
RandomHoeffdingTree
Random decision trees for data streams.
RandomHoeffdingTree.LearningNodeNB
RandomHoeffdingTree.LearningNodeNBAdaptive
RandomHoeffdingTree.RandomLearningNode
SelfOptimisingBaseTree
See details in:
Yibin Sun, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet.
SelfOptimisingBaseTree.InnerNode
SelfOptimisingBaseTree.LeafNode
SelfOptimisingBaseTree.Node
SelfOptimisingBaseTree.SplitNode