net.sourceforge.cilib.neuralnetwork.foundation
Interface NeuralNetworkData

All Superinterfaces:

Initializable

All Known Implementing Classes:

DynamicPatternSelectionData, GenericData, SAILARealData

public interface NeuralNetworkData
extends Initializable

Author:

stefanv NeuralNetworkData serves as the base interface for any "typical" interaction with a data source. All NN data should be presented to the NN via this interface.

Method Summary

void	activeLearningUpdate(Object input)
NeuralNetworkDataIterator	getCandidateSetIterator()
int	getCandidateSetSize()
NeuralNetworkDataIterator	getGeneralisationSetIterator()
int	getGeneralisationSetSize()
NeuralNetworkDataIterator	getTrainingSetIterator()
int	getTrainingSetSize()
NeuralNetworkDataIterator	getValidationSetIterator()
int	getValidationSetSize()
void	shuffleTrainingSet()

Methods inherited from interface net.sourceforge.cilib.neuralnetwork.foundation.Initializable

initialize

Method Detail

getCandidateSetSize

int getCandidateSetSize()

getTrainingSetSize

int getTrainingSetSize()

getGeneralisationSetSize

int getGeneralisationSetSize()

getValidationSetSize

int getValidationSetSize()

getTrainingSetIterator

NeuralNetworkDataIterator getTrainingSetIterator()

getGeneralisationSetIterator

NeuralNetworkDataIterator getGeneralisationSetIterator()

getValidationSetIterator

NeuralNetworkDataIterator getValidationSetIterator()

getCandidateSetIterator

NeuralNetworkDataIterator getCandidateSetIterator()

activeLearningUpdate

void activeLearningUpdate(Object input)

shuffleTrainingSet

void shuffleTrainingSet()