Module es.upm.fi.cig.multictbnc

Package es.upm.fi.cig.multictbnc.performance

Class ValidationMethodFactory

java.lang.Object

es.upm.fi.cig.multictbnc.performance.ValidationMethodFactory

public class ValidationMethodFactory
extends Object

Builds validation methods.

Constructor Summary

Constructors

Constructor	Description
ValidationMethodFactory()

Method Summary

Modifier and Type	Method	Description
static ValidationMethod	getValidationMethod(String nameValidationMethod, DatasetReader datasetReader, DatasetReader testDatasetReader, double trainingSize, int folds, boolean estimateProbabilities, boolean shuffle, Long seed)	Builds the specified validation method.

Methods inherited from class java.lang.Object

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

Constructor Details

ValidationMethodFactory

public ValidationMethodFactory()

Method Details

getValidationMethod

public static ValidationMethod getValidationMethod(String nameValidationMethod,
 DatasetReader datasetReader,
 DatasetReader testDatasetReader,
 double trainingSize,
 int folds,
 boolean estimateProbabilities,
 boolean shuffle,
 Long seed)
                                            throws UnreadDatasetException

Builds the specified validation method.

Parameters:

nameValidationMethod - name of the validation method

datasetReader - a DatasetReader to read the dataset

testDatasetReader - a DatasetReader to read a test dataset

trainingSize - size of the training dataset (percentage)

folds - number of folds

estimateProbabilities - true to estimate the probabilities of the class configurations, false otherwise

shuffle - true to shuffle the sequences, false otherwise

seed - seed used to shuffle the sequences

Returns:

a ValidationMethod

Throws:

UnreadDatasetException - if a provided dataset could not be read