weka.classifiers.meta

Class BatchPredictorVote

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.MultipleClassifiersCombiner

weka.classifiers.RandomizableMultipleClassifiersCombiner

weka.classifiers.meta.Vote

weka.classifiers.meta.BatchPredictorVote

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, weka.classifiers.Classifier, weka.core.Aggregateable<weka.classifiers.Classifier>, weka.core.BatchPredictor, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.EnvironmentHandler, weka.core.OptionHandler, weka.core.Randomizable, weka.core.RevisionHandler, weka.core.TechnicalInformationHandler

@KFIgnore
 @GPCIgnore
public class BatchPredictorVote
extends weka.classifiers.meta.Vote
implements weka.core.BatchPredictor

Class that extends Vote in order to implement BatchPredictor. This is of particular use for forming ensembles of R classifiers learned via the MLRClassifier in the RPlugin.

Version:

$Revision: $

Author:

Mark Hall (mhall{[at]}pentaho{[dot]}com)

See Also:

Serialized Form

Field Summary

Fields inherited from class weka.classifiers.meta.Vote

AVERAGE_RULE, MAJORITY_VOTING_RULE, MAX_RULE, MEDIAN_RULE, MIN_RULE, PRODUCT_RULE, TAGS_RULES

Fields inherited from class weka.classifiers.AbstractClassifier

BATCH_SIZE_DEFAULT, NUM_DECIMAL_PLACES_DEFAULT

Constructor Summary

Constructors

Constructor and Description
BatchPredictorVote()

Method Summary

Modifier and Type	Method and Description
double[][]	distributionsForInstances(weka.core.Instances insts)
java.lang.String	getBatchSize()
boolean	implementsMoreEfficientBatchPrediction()
void	setBatchSize(java.lang.String size)

Methods inherited from class weka.classifiers.meta.Vote

addPreBuiltClassifier, aggregate, buildClassifier, classifyInstance, combinationRuleTipText, distributionForInstance, doNotPrintModelsTipText, finalizeAggregation, getCapabilities, getCombinationRule, getDoNotPrintModels, getOptions, getPreBuiltClassifiers, getRevision, getTechnicalInformation, globalInfo, listOptions, main, preBuiltClassifiersTipText, removePreBuiltClassifier, setCombinationRule, setDoNotPrintModels, setEnvironment, setOptions, setPreBuiltClassifiers, toString

Methods inherited from class weka.classifiers.RandomizableMultipleClassifiersCombiner

getSeed, seedTipText, setSeed

Methods inherited from class weka.classifiers.MultipleClassifiersCombiner

classifiersTipText, getClassifier, getClassifiers, postExecution, preExecution, setClassifiers

Methods inherited from class weka.classifiers.AbstractClassifier

batchSizeTipText, debugTipText, doNotCheckCapabilitiesTipText, forName, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface weka.core.OptionHandler

makeCopy

Constructor Detail

BatchPredictorVote

public BatchPredictorVote()

Method Detail

setBatchSize

public void setBatchSize(java.lang.String size)

Specified by:

setBatchSize in interface weka.core.BatchPredictor

Overrides:

setBatchSize in class weka.classifiers.AbstractClassifier

getBatchSize

public java.lang.String getBatchSize()

Specified by:

getBatchSize in interface weka.core.BatchPredictor

Overrides:

getBatchSize in class weka.classifiers.AbstractClassifier

distributionsForInstances

public double[][] distributionsForInstances(weka.core.Instances insts)
                                     throws java.lang.Exception

Specified by:

distributionsForInstances in interface weka.core.BatchPredictor

Overrides:

distributionsForInstances in class weka.classifiers.AbstractClassifier

Throws:

java.lang.Exception

implementsMoreEfficientBatchPrediction

public boolean implementsMoreEfficientBatchPrediction()

Specified by:

implementsMoreEfficientBatchPrediction in interface weka.core.BatchPredictor

Overrides:

implementsMoreEfficientBatchPrediction in class weka.classifiers.AbstractClassifier