experiments
Class InternetAds

java.lang.Object
  experiments.InternetAds

public class InternetAds
extends Object

Constructor Summary

InternetAds()

Method Summary

static void	main(String[] args)
static LinearClassifier	trainAdaBoost(int numIters, ArrayList<ClassificationInstance> train, Alphabet xA, Alphabet yA)
static LinearClassifier	trainMaxEnt(ArrayList<ClassificationInstance> train, Alphabet xA, Alphabet yA)
static LinearClassifier	trainNaivBayes(ArrayList<ClassificationInstance> train, Alphabet xA, Alphabet yA)
static LinearClassifier	trainPerceptron(boolean doAveraging, int numIters, ArrayList<ClassificationInstance> train, Alphabet xA, Alphabet yA)

Methods inherited from class java.lang.Object

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

Constructor Detail

InternetAds

public InternetAds()

Method Detail

main

public static void main(String[] args)
                 throws IOException

Throws:

IOException

trainMaxEnt

public static LinearClassifier trainMaxEnt(ArrayList<ClassificationInstance> train,
                                           Alphabet xA,
                                           Alphabet yA)

trainNaivBayes

public static LinearClassifier trainNaivBayes(ArrayList<ClassificationInstance> train,
                                              Alphabet xA,
                                              Alphabet yA)

trainPerceptron

public static LinearClassifier trainPerceptron(boolean doAveraging,
                                               int numIters,
                                               ArrayList<ClassificationInstance> train,
                                               Alphabet xA,
                                               Alphabet yA)

trainAdaBoost

public static LinearClassifier trainAdaBoost(int numIters,
                                             ArrayList<ClassificationInstance> train,
                                             Alphabet xA,
                                             Alphabet yA)