Class SMOLinearBoundary

java.lang.Object
weka.classifiers.AbstractClassifier
weka.classifiers.functions.SMO
weka.classifiers.functions.explicitboundaries.models.SMOLinearBoundary
All Implemented Interfaces:
Serializable, Cloneable, weka.classifiers.Classifier, ClassifierWithBoundaries, weka.core.BatchPredictor, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.OptionHandler, weka.core.RevisionHandler, weka.core.TechnicalInformationHandler, weka.core.WeightedInstancesHandler

public class SMOLinearBoundary extends weka.classifiers.functions.SMO implements ClassifierWithBoundaries
Since:
0.1.0
Version:
2.2.1
Author:
pawel trajdos
See Also:
  • Nested Class Summary

    Nested classes/interfaces inherited from class weka.classifiers.functions.SMO

    weka.classifiers.functions.SMO.BinarySMO
  • Field Summary

    Fields inherited from class weka.classifiers.functions.SMO

    FILTER_NONE, FILTER_NORMALIZE, FILTER_STANDARDIZE, TAGS_FILTER

    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 insts)
     
    double[]
    distributionForInstance(weka.core.Instance inst)
     
    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.SMO

    attributeNames, bias, buildCalibrationModelsTipText, calibratorTipText, checksTurnedOffTipText, classAttributeNames, cTipText, epsilonTipText, filterTypeTipText, getBuildCalibrationModels, getC, getCalibrator, getChecksTurnedOff, getEpsilon, getFilterType, getKernel, getNumFolds, getOptions, getRandomSeed, getRevision, getTechnicalInformation, getToleranceParameter, globalInfo, kernelTipText, listOptions, numClassAttributeValues, numFoldsTipText, obtainVotes, randomSeedTipText, setBuildCalibrationModels, setC, setCalibrator, setChecksTurnedOff, setEpsilon, setFilterType, setKernel, setNumFolds, setOptions, setRandomSeed, setToleranceParameter, sparseIndices, sparseWeights, toleranceParameterTipText, toString, turnChecksOff, turnChecksOn

    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

    • SMOLinearBoundary

      public SMOLinearBoundary()
  • Method Details

    • 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
    • buildClassifier

      public void buildClassifier(weka.core.Instances insts) throws Exception
      Specified by:
      buildClassifier in interface weka.classifiers.Classifier
      Overrides:
      buildClassifier in class weka.classifiers.functions.SMO
      Throws:
      Exception
    • main

      public static void main(String[] args)
      Parameters:
      args -
    • 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.SMO
    • setDebug

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

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