public final class VerticalHoeffdingTree extends Object implements ClassificationLearner, AdaptiveLearner, com.github.javacliparser.Configurable
Modifier and Type | Field and Description |
---|---|
com.github.javacliparser.FlagOption |
binarySplitsOption |
com.github.javacliparser.IntOption |
gracePeriodOption |
com.github.javacliparser.ClassOption |
nominalEstimatorOption |
com.github.javacliparser.ClassOption |
numericEstimatorOption |
com.github.javacliparser.IntOption |
parallelismHintOption |
com.github.javacliparser.FloatOption |
splitConfidenceOption |
com.github.javacliparser.ClassOption |
splitCriterionOption |
com.github.javacliparser.FloatOption |
tieThresholdOption |
com.github.javacliparser.IntOption |
timeOutOption |
Constructor and Description |
---|
VerticalHoeffdingTree() |
Modifier and Type | Method and Description |
---|---|
ChangeDetector |
getChangeDetector()
Gets the change detector item.
|
Processor |
getInputProcessor()
Gets the input processing item.
|
Set<Stream> |
getResultStreams()
Gets the result streams
|
void |
init(TopologyBuilder topologyBuilder,
Instances dataset,
int parallelism)
Inits the Learner object.
|
void |
setChangeDetector(ChangeDetector cd)
Sets the change detector item.
|
public com.github.javacliparser.ClassOption numericEstimatorOption
public com.github.javacliparser.ClassOption nominalEstimatorOption
public com.github.javacliparser.ClassOption splitCriterionOption
public com.github.javacliparser.FloatOption splitConfidenceOption
public com.github.javacliparser.FloatOption tieThresholdOption
public com.github.javacliparser.IntOption gracePeriodOption
public com.github.javacliparser.IntOption parallelismHintOption
public com.github.javacliparser.IntOption timeOutOption
public com.github.javacliparser.FlagOption binarySplitsOption
public void init(TopologyBuilder topologyBuilder, Instances dataset, int parallelism)
Learner
public Processor getInputProcessor()
Learner
getInputProcessor
in interface Learner
public Set<Stream> getResultStreams()
Learner
getResultStreams
in interface Learner
public ChangeDetector getChangeDetector()
AdaptiveLearner
getChangeDetector
in interface AdaptiveLearner
public void setChangeDetector(ChangeDetector cd)
AdaptiveLearner
setChangeDetector
in interface AdaptiveLearner
cd
- the change detector itemCopyright © 2013–2015 The Apache Software Foundation. All rights reserved.