ai.libs.mlplan.multiclass.wekamlplan.weka.model

Class MLPipeline

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

ai.libs.mlplan.multiclass.wekamlplan.weka.model.MLPipeline

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, weka.classifiers.Classifier, weka.core.BatchPredictor, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.OptionHandler, weka.core.RevisionHandler

public class MLPipeline
extends weka.classifiers.SingleClassifierEnhancer
implements weka.classifiers.Classifier, java.io.Serializable

See Also:

Serialized Form

Field Summary

Fields inherited from class weka.classifiers.SingleClassifierEnhancer

m_Classifier

Fields inherited from class weka.classifiers.AbstractClassifier

BATCH_SIZE_DEFAULT, m_BatchSize, m_Debug, m_DoNotCheckCapabilities, m_numDecimalPlaces, NUM_DECIMAL_PLACES_DEFAULT

Constructor Summary

Constructors

Constructor and Description
MLPipeline(weka.attributeSelection.ASSearch searcher, weka.attributeSelection.ASEvaluation evaluator, weka.classifiers.Classifier baseClassifier)
MLPipeline(java.util.List<SupervisedFilterSelector> preprocessors, weka.classifiers.Classifier baseClassifier)

Method Summary

Modifier and Type	Method and Description
void	buildClassifier(weka.core.Instances data)
double	classifyInstance(weka.core.Instance arg0)
double[]	classifyInstances(weka.core.Instances arg0)
double[]	distributionForInstance(weka.core.Instance arg0)
weka.classifiers.Classifier	getBaseClassifier()
weka.core.Capabilities	getCapabilities()
java.util.List<SupervisedFilterSelector>	getPreprocessors()
org.apache.commons.math.stat.descriptive.DescriptiveStatistics	getTimeForExecutingClassifier()
org.apache.commons.math.stat.descriptive.DescriptiveStatistics	getTimeForExecutingPreprocessor()
long	getTimeForTrainingClassifier()
long	getTimeForTrainingPreprocessor()
java.lang.String	toString()

Methods inherited from class weka.classifiers.SingleClassifierEnhancer

classifierTipText, defaultClassifierOptions, defaultClassifierString, getClassifier, getClassifierSpec, getOptions, listOptions, postExecution, preExecution, setClassifier, setOptions

Methods inherited from class weka.classifiers.AbstractClassifier

batchSizeTipText, debugTipText, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, getRevision, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setBatchSize, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

MLPipeline

public MLPipeline(java.util.List<SupervisedFilterSelector> preprocessors,
                  weka.classifiers.Classifier baseClassifier)

MLPipeline

public MLPipeline(weka.attributeSelection.ASSearch searcher,
                  weka.attributeSelection.ASEvaluation evaluator,
                  weka.classifiers.Classifier baseClassifier)

Method Detail

buildClassifier

public void buildClassifier(weka.core.Instances data)
                     throws java.lang.Exception

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Throws:

java.lang.Exception

classifyInstance

public double classifyInstance(weka.core.Instance arg0)
                        throws java.lang.Exception

Specified by:

classifyInstance in interface weka.classifiers.Classifier

Overrides:

classifyInstance in class weka.classifiers.AbstractClassifier

Throws:

java.lang.Exception

classifyInstances

public double[] classifyInstances(weka.core.Instances arg0)
                           throws java.lang.Exception

Throws:

java.lang.Exception

distributionForInstance

public double[] distributionForInstance(weka.core.Instance arg0)
                                 throws java.lang.Exception

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Overrides:

distributionForInstance in class weka.classifiers.AbstractClassifier

Throws:

java.lang.Exception

getCapabilities

public weka.core.Capabilities getCapabilities()

Specified by:

getCapabilities in interface weka.classifiers.Classifier

Specified by:

getCapabilities in interface weka.core.CapabilitiesHandler

Overrides:

getCapabilities in class weka.classifiers.SingleClassifierEnhancer

getBaseClassifier

public weka.classifiers.Classifier getBaseClassifier()

getPreprocessors

public java.util.List<SupervisedFilterSelector> getPreprocessors()

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

getTimeForTrainingPreprocessor

public long getTimeForTrainingPreprocessor()

getTimeForTrainingClassifier

public long getTimeForTrainingClassifier()

getTimeForExecutingPreprocessor

public org.apache.commons.math.stat.descriptive.DescriptiveStatistics getTimeForExecutingPreprocessor()

getTimeForExecutingClassifier

public org.apache.commons.math.stat.descriptive.DescriptiveStatistics getTimeForExecutingClassifier()