Class MultilayerPerceptronBoundary
java.lang.Object
weka.classifiers.AbstractClassifier
weka.classifiers.functions.MultilayerPerceptron
weka.classifiers.functions.explicitboundaries.models.MultilayerPerceptronBoundary
- All Implemented Interfaces:
Serializable
,Cloneable
,weka.classifiers.Classifier
,ClassifierWithBoundaries
,weka.classifiers.IterativeClassifier
,weka.core.BatchPredictor
,weka.core.CapabilitiesHandler
,weka.core.CapabilitiesIgnorer
,weka.core.CommandlineRunnable
,weka.core.OptionHandler
,weka.core.Randomizable
,weka.core.RevisionHandler
,weka.core.WeightedInstancesHandler
public class MultilayerPerceptronBoundary
extends weka.classifiers.functions.MultilayerPerceptron
implements ClassifierWithBoundaries
- Since:
- 0.1.0
- Version:
- 2.2.1
- Author:
- pawel trajdos
- See Also:
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Field Summary
Fields inherited from class weka.classifiers.AbstractClassifier
BATCH_SIZE_DEFAULT, NUM_DECIMAL_PLACES_DEFAULT
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Constructor Summary
Constructors -
Method Summary
Modifier and TypeMethodDescriptionvoid
buildClassifier
(weka.core.Instances i) void
double[]
distributionForInstance
(weka.core.Instance instance) Returns decision boundaries of the classifierweka.core.Capabilities
static void
void
setDebug
(boolean debug) Methods inherited from class weka.classifiers.functions.MultilayerPerceptron
autoBuildTipText, blocker, decayTipText, done, getAutoBuild, getDecay, getGUI, getHiddenLayers, getLearningRate, getMomentum, getNominalToBinaryFilter, getNormalizeAttributes, getNormalizeNumericClass, getOptions, getReset, getResume, getRevision, getSeed, getTrainingTime, getValidationSetSize, getValidationThreshold, globalInfo, GUITipText, hiddenLayersTipText, initializeClassifier, learningRateTipText, listOptions, momentumTipText, next, nominalToBinaryFilterTipText, normalizeAttributesTipText, normalizeNumericClassTipText, resetTipText, resumeTipText, seedTipText, setAutoBuild, setDecay, setGUI, setHiddenLayers, setLearningRate, setMomentum, setNominalToBinaryFilter, setNormalizeAttributes, setNormalizeNumericClass, setOptions, setReset, setResume, setSeed, setTrainingTime, setValidationSetSize, setValidationThreshold, toString, trainingTimeTipText, validationSetSizeTipText, validationThresholdTipText
Methods inherited from class weka.classifiers.AbstractClassifier
batchSizeTipText, classifyInstance, debugTipText, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, postExecution, preExecution, run, runClassifier, setBatchSize, setDoNotCheckCapabilities, setNumDecimalPlaces
Methods inherited from class java.lang.Object
equals, getClass, hashCode, notify, notifyAll, wait, wait, wait
Methods inherited from interface weka.classifiers.Classifier
classifyInstance
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Constructor Details
-
MultilayerPerceptronBoundary
public MultilayerPerceptronBoundary()
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Method Details
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buildClassifier
- Specified by:
buildClassifier
in interfaceweka.classifiers.Classifier
- Overrides:
buildClassifier
in classweka.classifiers.functions.MultilayerPerceptron
- Throws:
Exception
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calcBoundary
- Throws:
Exception
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getCapabilities
public weka.core.Capabilities getCapabilities()- Specified by:
getCapabilities
in interfaceweka.core.CapabilitiesHandler
- Specified by:
getCapabilities
in interfaceweka.classifiers.Classifier
- Overrides:
getCapabilities
in classweka.classifiers.functions.MultilayerPerceptron
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getBoundary
Description copied from interface:ClassifierWithBoundaries
Returns decision boundaries of the classifier- Specified by:
getBoundary
in interfaceClassifierWithBoundaries
- Returns:
- Decision boundaries
- Throws:
Exception
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setDebug
public void setDebug(boolean debug) - Overrides:
setDebug
in classweka.classifiers.AbstractClassifier
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main
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distributionForInstance
- Specified by:
distributionForInstance
in interfaceweka.classifiers.Classifier
- Overrides:
distributionForInstance
in classweka.classifiers.functions.MultilayerPerceptron
- Throws:
Exception
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