Modifier and Type | Class and Description |
---|---|
class |
MajorityLabelset
Majority Labelset classifier.
|
class |
MEKAClassifier
Wrapper for MEKA classifiers.
|
class |
MultilabelHoeffdingTree
Hoeffding Tree for classifying multi-label data.
|
Modifier and Type | Class and Description |
---|---|
class |
OzaBagAdwinML
OzaBagAdwinML: Changes the way to compute accuracy as an input for Adwin
|
class |
OzaBagML
OzaBag for Multi-label data.
|
Modifier and Type | Class and Description |
---|---|
class |
ISOUPTree
iSOUPTrees class for structured output prediction.
|
Modifier and Type | Class and Description |
---|---|
class |
BasicMultiTargetRegressor
Binary relevance Multi-Target Regressor
|
Modifier and Type | Class and Description |
---|---|
class |
MultiTargetNoChange
MultiTargetNoChange class regressor.
|
Modifier and Type | Class and Description |
---|---|
class |
AMRulesRegressor |
Modifier and Type | Class and Description |
---|---|
class |
RandomAMRules
Random AMRules algoritgm that performs analogous procedure as the Random Forest Trees but with Rules
|
Modifier and Type | Class and Description |
---|---|
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.
|
Modifier and Type | Class and Description |
---|---|
class |
AdaptiveMultiTargetRegressor
Adaptive MultiTarget Regressor uses two learner
The first is used in first stage when high error are produced(e.g.
|
class |
MultiTargetMeanRegressor
Target mean regressor
|
class |
MultiTargetPerceptronRegressor
Binary relevance with a regression perceptron
|
class |
StackedPredictor |
Modifier and Type | Field and Description |
---|---|
protected MultiTargetRegressor[] |
AdaptiveMultiTargetRegressor.baseLearner |
Modifier and Type | Class and Description |
---|---|
class |
MultiLabelRandomAMRules |
Copyright © 2019 University of Waikato, Hamilton, NZ. All Rights Reserved.