org.neuroph.contrib.bpbench

Class BackpropagationTraining

java.lang.Object

org.neuroph.contrib.bpbench.AbstractTraining

org.neuroph.contrib.bpbench.BackpropagationTraining

public class BackpropagationTraining
extends AbstractTraining

Class that set up neural network with backpropagation learning rule and predefined settings

Constructor Summary

Constructors

Constructor and Description
BackpropagationTraining(DataSet dataset, TrainingSettings settings) Create instance of a training using given settings and create neural network from that settings
BackpropagationTraining(NeuralNetwork neuralNet, DataSet dataset, TrainingSettings settings) Create instance of a training using predefined neural network and given settings

Method Summary

Modifier and Type	Method and Description
LearningRule	setParameters() Create instance of learning rule and setup given parameters
void	testNeuralNet() Method that set up learning rule with given settings, learns dataset and creates statistics from results of the test

Methods inherited from class org.neuroph.contrib.bpbench.AbstractTraining

createMatrix, getDataset, getNeuralNet, getSettings, getStats, setSettings

Methods inherited from class java.lang.Object

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

Constructor Detail

BackpropagationTraining

public BackpropagationTraining(NeuralNetwork neuralNet,
                               DataSet dataset,
                               TrainingSettings settings)

Create instance of a training using predefined neural network and given settings

Parameters:

neuralNet -

dataset -

settings -

BackpropagationTraining

public BackpropagationTraining(DataSet dataset,
                               TrainingSettings settings)

Create instance of a training using given settings and create neural network from that settings

Parameters:

dataset -

settings -

Method Detail

testNeuralNet

public void testNeuralNet()

Method that set up learning rule with given settings, learns dataset and creates statistics from results of the test

Specified by:

testNeuralNet in class AbstractTraining

setParameters

public LearningRule setParameters()

Create instance of learning rule and setup given parameters

Specified by:

setParameters in class AbstractTraining

Returns:

returns learning rule with predefined parameters