meka.classifiers.multilabel.NN

Class AbstractDeepNeuralNet

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.ProblemTransformationMethod

meka.classifiers.multilabel.NN.AbstractNeuralNet

meka.classifiers.multilabel.NN.AbstractDeepNeuralNet

All Implemented Interfaces:

Serializable, Cloneable, MultiLabelClassifier, weka.classifiers.Classifier, weka.core.BatchPredictor, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.OptionHandler, weka.core.Randomizable, weka.core.RevisionHandler

Direct Known Subclasses:

DBPNN, DeepML

public abstract class AbstractDeepNeuralNet
extends AbstractNeuralNet

AbstractDeepNeuralNet.java - Extends AbstractNeuralNet with depth options.

Version:

December 2012

Author:

Jesse Read (jesse@tsc.uc3m.es)

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected int	m_N

Fields inherited from class meka.classifiers.multilabel.NN.AbstractNeuralNet

m_E, m_H, m_M, m_R, m_Seed

Fields inherited from class meka.classifiers.multilabel.ProblemTransformationMethod

m_InstancesTemplate

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
AbstractDeepNeuralNet()

Method Summary

Modifier and Type	Method and Description
int	getN()
String[]	getOptions()
Enumeration	listOptions()
String	nTipText()
void	setN(int n)
void	setOptions(String[] options)

Methods inherited from class meka.classifiers.multilabel.NN.AbstractNeuralNet

eTipText, getE, getH, getLearningRate, getMomentum, getSeed, hTipText, learningRateTipText, momentumTipText, seedTipText, setE, setH, setLearningRate, setMomentum, setSeed, toString

Methods inherited from class meka.classifiers.multilabel.ProblemTransformationMethod

buildClassifier, defaultClassifierString, distributionForInstance, evaluation, getCapabilities, getModel, getRevision, getTemplate, globalInfo, makeCopies, runClassifier, testCapabilities

Methods inherited from class weka.classifiers.SingleClassifierEnhancer

classifierTipText, defaultClassifierOptions, getClassifier, getClassifierSpec, postExecution, preExecution, setClassifier

Methods inherited from class weka.classifiers.AbstractClassifier

batchSizeTipText, classifyInstance, debugTipText, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, 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

Methods inherited from interface meka.classifiers.multilabel.MultiLabelClassifier

debugTipText, getDebug, setDebug

Methods inherited from interface weka.classifiers.Classifier

classifyInstance

Field Detail

m_N

protected int m_N

Constructor Detail

AbstractDeepNeuralNet

public AbstractDeepNeuralNet()

Method Detail

getN

public int getN()

setN

public void setN(int n)

nTipText

public String nTipText()

listOptions

public Enumeration listOptions()

Specified by:

listOptions in interface weka.core.OptionHandler

Overrides:

listOptions in class AbstractNeuralNet

setOptions

public void setOptions(String[] options)
                throws Exception

Specified by:

setOptions in interface weka.core.OptionHandler

Overrides:

setOptions in class AbstractNeuralNet

Throws:

Exception

getOptions

public String[] getOptions()

Specified by:

getOptions in interface weka.core.OptionHandler

Overrides:

getOptions in class AbstractNeuralNet