org.openimaj.experiment.validation

Class DefaultValidationData<DATASET extends org.openimaj.data.dataset.Dataset<?>>

java.lang.Object

org.openimaj.experiment.validation.DefaultValidationData<DATASET>

Type Parameters:

DATASET - Type of the Datasets

All Implemented Interfaces:

TrainSplitProvider<DATASET>, ValidateSplitProvider<DATASET>, ValidationData<DATASET>

Direct Known Subclasses:

GroupedRandomisedPercentageHoldOut, RandomisedPercentageHoldOut, StratifiedGroupedRandomisedPercentageHoldOut

public class DefaultValidationData<DATASET extends org.openimaj.data.dataset.Dataset<?>>
extends Object
implements ValidationData<DATASET>

Data for performing validation. Contains datasets for training and validation.

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk)

Field Summary

Fields

Modifier and Type	Field and Description
protected DATASET	training
protected DATASET	validation

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	DefaultValidationData()
	DefaultValidationData(DATASET training, DATASET validation) Construct with the training and validation datasets.

Method Summary

Modifier and Type	Method and Description
DATASET	getTrainingDataset()
DATASET	getValidationDataset()

Methods inherited from class java.lang.Object

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

Field Detail

training

protected DATASET extends org.openimaj.data.dataset.Dataset<?> training

validation

protected DATASET extends org.openimaj.data.dataset.Dataset<?> validation

Constructor Detail

DefaultValidationData

protected DefaultValidationData()

DefaultValidationData

public DefaultValidationData(DATASET training,
                             DATASET validation)

Construct with the training and validation datasets.

Parameters:

training - the training dataset

validation - the validation dataset

Method Detail

getTrainingDataset

public DATASET getTrainingDataset()

Specified by:

getTrainingDataset in interface TrainSplitProvider<DATASET extends org.openimaj.data.dataset.Dataset<?>>

Returns:

the training split

getValidationDataset

public DATASET getValidationDataset()

Specified by:

getValidationDataset in interface ValidateSplitProvider<DATASET extends org.openimaj.data.dataset.Dataset<?>>

Returns:

the validation split