diva.sketch.classification

Class CrossValidation

java.lang.Object

diva.sketch.classification.CrossValidation

public class CrossValidation
extends Object

Version:

$Revision: 1.4 $

Author:

Heloise Hse (hwawen@eecs.berkeley.edu)

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	CrossValidation.CVData Containing the training set on which the cross-vali
static class	CrossValidation.CVResult

Field Summary

Fields

Modifier and Type	Field and Description
static int	K Number of subsets to divide the data set into, using 1/K of the data as our held-out set

Constructor Summary

Constructors

Constructor and Description
CrossValidation(int k, String classifierType, CrossValidation.CVData data)
CrossValidation(String classifierType, CrossValidation.CVData data)

Method Summary

Modifier and Type	Method and Description
static CrossValidation.CVResult	crossValidate(int k, TrainableClassifier classifier, CrossValidation.CVData cvData)

Methods inherited from class java.lang.Object

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

Field Detail

K

public static final int K

Number of subsets to divide the data set into, using 1/K of the data as our held-out set

See Also:

Constant Field Values

Constructor Detail

CrossValidation

public CrossValidation(int k,
                       String classifierType,
                       CrossValidation.CVData data)

CrossValidation

public CrossValidation(String classifierType,
                       CrossValidation.CVData data)

Method Detail

crossValidate

public static CrossValidation.CVResult crossValidate(int k,
                                                     TrainableClassifier classifier,
                                                     CrossValidation.CVData cvData)