edu.harvard.seas.iis.abilities.classify
Class BuildClassifier

java.lang.Object
  edu.harvard.seas.iis.abilities.classify.BuildClassifier

public class BuildClassifier
extends java.lang.Object

Author:

kgajos This class contains a chain of tools to create a classifier starting with the raw data and ending with a trained classifier. By default, it also evaluates the trained classifiers and prints out a table with basic performance results for each. It does not include feature selection, though!

Field Summary

static int	CLEAN1
static int	CLEAN2
static int	COMPUTE_FEATURES
static int	NORMALIZE
static int	PARSE
static int	TRAIN

Constructor Summary

BuildClassifier()

Method Summary

PositiveAndUnlabeledClassifier[]	buildClassifier(int startingStage, boolean evaluateClassifiers)
static void	main(java.lang.String[] args)

Methods inherited from class java.lang.Object

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

Field Detail

PARSE

public static int PARSE

CLEAN1

public static int CLEAN1

COMPUTE_FEATURES

public static int COMPUTE_FEATURES

CLEAN2

public static int CLEAN2

NORMALIZE

public static int NORMALIZE

TRAIN

public static int TRAIN

Constructor Detail

BuildClassifier

public BuildClassifier()

Method Detail

buildClassifier

public PositiveAndUnlabeledClassifier[] buildClassifier(int startingStage,
                                                        boolean evaluateClassifiers)
                                                 throws java.lang.Exception

Throws:

java.lang.Exception

main

public static void main(java.lang.String[] args)
                 throws java.lang.Exception

Parameters:

args -

Throws:

java.lang.Exception