eus.ixa.ixa.pipe.ml.document

Class DocClassifierCrossValidator

java.lang.Object

eus.ixa.ixa.pipe.ml.document.DocClassifierCrossValidator

public class DocClassifierCrossValidator
extends Object

Cross validator for document classification.

Constructor Summary

Constructors

Constructor and Description
DocClassifierCrossValidator(String languageCode, opennlp.tools.util.TrainingParameters mlParams, DocumentClassifierFactory factory, DocumentClassifierEvaluationMonitor... listeners)

Method Summary

Modifier and Type	Method and Description
void	evaluate(opennlp.tools.util.ObjectStream<DocSample> samples, int nFolds) Starts the evaluation.
double	getDocumentAccuracy() Retrieves the accuracy for all iterations.
long	getDocumentCount() Retrieves the number of words which where validated over all iterations.

Methods inherited from class java.lang.Object

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

Constructor Detail

DocClassifierCrossValidator

public DocClassifierCrossValidator(String languageCode,
                                   opennlp.tools.util.TrainingParameters mlParams,
                                   DocumentClassifierFactory factory,
                                   DocumentClassifierEvaluationMonitor... listeners)

Method Detail

evaluate

public void evaluate(opennlp.tools.util.ObjectStream<DocSample> samples,
                     int nFolds)
              throws IOException

Starts the evaluation.

Parameters:

samples - the data to train and test

nFolds - number of folds

Throws:

IOException - if io error

getDocumentAccuracy

public double getDocumentAccuracy()

Retrieves the accuracy for all iterations.

Returns:

the word accuracy

getDocumentCount

public long getDocumentCount()

Retrieves the number of words which where validated over all iterations. The result is the amount of folds multiplied by the total number of words.

Returns:

the word count