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:
  • Field Summary

    Fields inherited from class weka.classifiers.AbstractClassifier

    BATCH_SIZE_DEFAULT, NUM_DECIMAL_PLACES_DEFAULT
  • Constructor Summary

    Constructors
    Constructor
    Description
     
  • Method Summary

    Modifier and Type
    Method
    Description
    void
    buildClassifier(weka.core.Instances i)
     
    void
     
    double[]
    distributionForInstance(weka.core.Instance instance)
     
    Returns decision boundaries of the classifier
    weka.core.Capabilities
     
    static void
    main(String[] args)
     
    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
  • Constructor Details

    • MultilayerPerceptronBoundary

      public MultilayerPerceptronBoundary()
  • Method Details

    • buildClassifier

      public void buildClassifier(weka.core.Instances i) throws Exception
      Specified by:
      buildClassifier in interface weka.classifiers.Classifier
      Overrides:
      buildClassifier in class weka.classifiers.functions.MultilayerPerceptron
      Throws:
      Exception
    • calcBoundary

      public void calcBoundary() throws Exception
      Throws:
      Exception
    • getCapabilities

      public weka.core.Capabilities getCapabilities()
      Specified by:
      getCapabilities in interface weka.core.CapabilitiesHandler
      Specified by:
      getCapabilities in interface weka.classifiers.Classifier
      Overrides:
      getCapabilities in class weka.classifiers.functions.MultilayerPerceptron
    • getBoundary

      public DecisionBoundary getBoundary() throws Exception
      Description copied from interface: ClassifierWithBoundaries
      Returns decision boundaries of the classifier
      Specified by:
      getBoundary in interface ClassifierWithBoundaries
      Returns:
      Decision boundaries
      Throws:
      Exception
    • setDebug

      public void setDebug(boolean debug)
      Overrides:
      setDebug in class weka.classifiers.AbstractClassifier
    • main

      public static void main(String[] args)
    • distributionForInstance

      public double[] distributionForInstance(weka.core.Instance instance) throws Exception
      Specified by:
      distributionForInstance in interface weka.classifiers.Classifier
      Overrides:
      distributionForInstance in class weka.classifiers.functions.MultilayerPerceptron
      Throws:
      Exception