FIMTDD |
FIMTDD.AdaptationCompatibleNode
A new interface for nodes to be used in an adaptive setting
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FIMTDD.FIMTDDActiveLearningNode
A modified ActiveLearningNode that uses a Perceptron as the leaf node
model, and ensures that the class values sent to the attribute observers
are not truncated to ints if regression is being performed
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FIMTDD.FIMTDDPerceptron
A Perceptron classifier modified to conform to the specifications of Ikonomovska et al.
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FIMTDD.FIMTDDSplitNode
A modified SplitNode method implementing the extra information regarding it's parent,
and the ability to track the error rate and perform Page-Hinckley tests
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HoeffdingAdaptiveTree
Hoeffding Adaptive Tree for evolving data streams.
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HoeffdingAdaptiveTree.NewNode |
HoeffdingOptionTree
Hoeffding Option Tree.
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HoeffdingOptionTree.ActiveLearningNode |
HoeffdingOptionTree.FoundNode |
HoeffdingOptionTree.InactiveLearningNode |
HoeffdingOptionTree.LearningNode |
HoeffdingOptionTree.LearningNodeNB |
HoeffdingOptionTree.Node |
HoeffdingOptionTree.SplitNode |
HoeffdingTree
Hoeffding Tree or VFDT.
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HoeffdingTree.ActiveLearningNode |
HoeffdingTree.FoundNode |
HoeffdingTree.InactiveLearningNode |
HoeffdingTree.LearningNode |
HoeffdingTree.LearningNodeNB |
HoeffdingTree.LearningNodeNBAdaptive |
HoeffdingTree.Node |
HoeffdingTree.SplitNode |
LimAttHoeffdingTree.LearningNodeNB |
LimAttHoeffdingTree.LimAttLearningNode |
ORTO |
ORTO.InnerNode |
ORTO.Node |
ORTO.ORTOPerceptron
A Perceptron classifier modified to conform to the specifications of Ikonomovska et al.
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RandomHoeffdingTree.LearningNodeNB |
RandomHoeffdingTree.RandomLearningNode |