experiments
Class Newsgroups

java.lang.Object
  experiments.Newsgroups

public class Newsgroups
extends Object

Constructor Summary

Newsgroups()

Method Summary

static void	main(String[] args)
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

Newsgroups

public Newsgroups()

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)