cmu.arktweetnlp

Class Train

java.lang.Object

cmu.arktweetnlp.Train

public class Train
extends java.lang.Object

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
class	Train.MyWeightsPrinter

Field Summary

Fields

Modifier and Type	Field and Description
boolean	dumpFeatures
java.lang.String	examplesFilename
double	l1penalty
double	l2penalty
int	maxIter
java.lang.String	modelLoadFilename
java.lang.String	modelSaveFilename
double	tol

Method Summary

Methods

Modifier and Type	Method and Description
void	constructLabelVocab()
void	doFeatureDumping()
void	doTraining()
void	dumpFeatures()
void	extractFeatures()
static void	main(java.lang.String[] args)
void	optimizationLoop()
void	readTrainingSentences(java.lang.String filename)
void	readWarmStartModel()
static void	usage()

Methods inherited from class java.lang.Object

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

Field Detail

l2penalty

public double l2penalty

l1penalty

public double l1penalty

tol

public double tol

maxIter

public int maxIter

modelLoadFilename

public java.lang.String modelLoadFilename

examplesFilename

public java.lang.String examplesFilename

modelSaveFilename

public java.lang.String modelSaveFilename

dumpFeatures

public boolean dumpFeatures

Method Detail

doFeatureDumping

public void doFeatureDumping()
                      throws java.io.IOException

Throws:

java.io.IOException

doTraining

public void doTraining()
                throws java.io.IOException

Throws:

java.io.IOException

readTrainingSentences

public void readTrainingSentences(java.lang.String filename)
                           throws java.io.IOException

Throws:

java.io.IOException

constructLabelVocab

public void constructLabelVocab()

dumpFeatures

public void dumpFeatures()
                  throws java.io.IOException

Throws:

java.io.IOException

extractFeatures

public void extractFeatures()
                     throws java.io.IOException

Throws:

java.io.IOException

readWarmStartModel

public void readWarmStartModel()
                        throws java.io.IOException

Throws:

java.io.IOException

optimizationLoop

public void optimizationLoop()

main

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

Throws:

java.io.IOException

usage

public static void usage()