org.dllearner.scripts
Class CrossValidation

java.lang.Object
  org.dllearner.scripts.CrossValidation

public class CrossValidation
extends Object

Performs cross validation for the given problem. Supports k-fold cross-validation and leave-one-out cross-validation.

Author:

Jens Lehmann

Constructor Summary

CrossValidation(File file, int folds, boolean leaveOneOut)

CrossValidation(File file, int folds, boolean leaveOneOut, LearningAlgorithm la)

Method Summary

Stat	getAccuracy()
Stat	getLength()
Stat	getRuntime()
static void	main(String[] args)
static String	statOutput(DecimalFormat df, Stat stat, String unit)

Methods inherited from class java.lang.Object

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

Constructor Detail

CrossValidation

public CrossValidation(File file,
                       int folds,
                       boolean leaveOneOut)

CrossValidation

public CrossValidation(File file,
                       int folds,
                       boolean leaveOneOut,
                       LearningAlgorithm la)

Method Detail

main

public static void main(String[] args)

statOutput

public static String statOutput(DecimalFormat df,
                                Stat stat,
                                String unit)

getAccuracy

public Stat getAccuracy()

getLength

public Stat getLength()

getRuntime

public Stat getRuntime()