edu.cmu.minorthird.ui
Class Recommended.SVMLearner

java.lang.Object
  edu.cmu.minorthird.classify.BatchClassifierLearner
      edu.cmu.minorthird.classify.algorithms.svm.SVMLearner
          edu.cmu.minorthird.ui.Recommended.SVMLearner

All Implemented Interfaces:

ClassifierLearner, java.lang.Cloneable

Enclosing class:

Recommended

public static class Recommended.SVMLearner
extends SVMLearner

A simple SVM learner with a linear kernel.

Field Summary

Fields inherited from class edu.cmu.minorthird.classify.algorithms.svm.SVMLearner

cacheSizeHelp, coef0Help, cParameterHelp, cParameterWeightHelp, degreeHelp, doProbabilityEstimatesHelp, gammaHelp, kernelTypeHelp, lossFunctionEpsilonHelp, nuHelp, parameterSVMTypeHelp, stoppingCriteriaHelp, useShrinkingHeuristicsHelp

Fields inherited from class edu.cmu.minorthird.classify.BatchClassifierLearner

classifier, dataset

Constructor Summary

Recommended.SVMLearner()

Method Summary

Methods inherited from class edu.cmu.minorthird.classify.algorithms.svm.SVMLearner

batchTrain, getCacheSize, getCacheSizeHelp, getCoef0, getCoef0Help, getCParameter, getCParameterHelp, getCParameterWeight, getCParameterWeightHelp, getDefaultParameters, getDegree, getDegreeHelp, getDoProbabilityEstimates, getDoProbabilityEstimatesHelp, getGamma, getGammaHelp, getKernelType, getKernelTypeHelp, getLossFunctionEpsilon, getLossFunctionEpsilonHelp, getNu, getNuHelp, getParameterSVMType, getParameterSVMTypeHelp, getSchema, getStoppingCriteria, getStoppingCriteriaHelp, getUseShrinkingHeuristics, getUseShrinkingHeuristicsHelp, setCacheSize, setCoef0, setCParameter, setCParameterWeight, setDegree, setDoProbabilityEstimates, setGamma, setKernelType, setLossFunctionEpsilon, setNu, setParameterC, setParameterGamma, setParameterKernelType, setParameterSVMType, setSchema, setStoppingCriteria, setUseShrinkingHeuristics

Methods inherited from class edu.cmu.minorthird.classify.BatchClassifierLearner

addExample, completeTraining, copy, getClassifier, hasNextQuery, nextQuery, reset, setInstancePool

Methods inherited from class java.lang.Object

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

Constructor Detail

Recommended.SVMLearner

public Recommended.SVMLearner()