Package | Description |
---|---|
moa.classifiers.multilabel | |
moa.classifiers.rules.core | |
moa.classifiers.trees |
Modifier and Type | Class and Description |
---|---|
class |
HoeffdingTreeClassifLeaves.LearningNodeClassifier |
static class |
MultilabelHoeffdingTree.MultilabelInactiveLearningNode |
class |
MultilabelHoeffdingTree.MultilabelLearningNodeClassifier |
Modifier and Type | Method and Description |
---|---|
protected HoeffdingTree.LearningNode |
MultilabelHoeffdingTree.newLearningNode(double[] initialClassObservations) |
protected HoeffdingTree.LearningNode |
HoeffdingTreeClassifLeaves.newLearningNode(double[] initialClassObservations) |
protected HoeffdingTree.LearningNode |
MultilabelHoeffdingTree.newLearningNode(double[] initialClassObservations,
Classifier cl) |
protected HoeffdingTree.LearningNode |
HoeffdingTreeClassifLeaves.newLearningNode(double[] initialClassObservations,
Classifier cl) |
Modifier and Type | Class and Description |
---|---|
class |
RuleActiveLearningNode
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
|
class |
RuleActiveRegressionNode
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
|
Modifier and Type | Class and Description |
---|---|
static class |
HoeffdingAdaptiveTree.AdaLearningNode |
static class |
HoeffdingTree.ActiveLearningNode |
static class |
HoeffdingTree.InactiveLearningNode |
static class |
HoeffdingTree.LearningNodeNB |
static class |
HoeffdingTree.LearningNodeNBAdaptive |
static class |
LimAttHoeffdingTree.LearningNodeNB |
static class |
LimAttHoeffdingTree.LearningNodeNBAdaptive |
static class |
LimAttHoeffdingTree.LimAttLearningNode |
static class |
RandomHoeffdingTree.LearningNodeNB |
static class |
RandomHoeffdingTree.LearningNodeNBAdaptive |
static class |
RandomHoeffdingTree.RandomLearningNode |
Modifier and Type | Method and Description |
---|---|
protected HoeffdingTree.LearningNode |
HoeffdingTree.newLearningNode() |
protected HoeffdingTree.LearningNode |
RandomHoeffdingTree.newLearningNode(double[] initialClassObservations) |
protected HoeffdingTree.LearningNode |
HoeffdingTree.newLearningNode(double[] initialClassObservations) |
protected HoeffdingTree.LearningNode |
HoeffdingAdaptiveTree.newLearningNode(double[] initialClassObservations) |
protected HoeffdingTree.LearningNode |
LimAttHoeffdingTree.newLearningNode(double[] initialClassObservations) |
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