Uses of Class
org.encog.ml.train.BasicTraining

Packages that use BasicTraining

org.encog.ml.svm.training	This package holds the classes used for SVM training.
org.encog.neural.cpn.training	This package contains the instar and outstar training for the network.
org.encog.neural.networks.training.anneal	This package trains neural network using simulated annealing.
org.encog.neural.networks.training.cross	This package provides cross validation training.
org.encog.neural.networks.training.genetic	This package provides genetic training for neural networks.
org.encog.neural.networks.training.lma	This package provides Levenberg Marquardt training for neural networks.
org.encog.neural.networks.training.pnn	This package provides PNN training.
org.encog.neural.networks.training.propagation	This package provides propagation training for neural networks.
org.encog.neural.networks.training.propagation.back	This package provides back propagation training for neural networks.
org.encog.neural.networks.training.propagation.manhattan	This package provides Manhattan propagation training for neural networks.
org.encog.neural.networks.training.propagation.quick	This package provides back propagation training for neural networks.
org.encog.neural.networks.training.propagation.resilient	This package provides resilient propagation training for neural networks.
org.encog.neural.networks.training.propagation.scg	This package provides SCG propagation training for neural networks.
org.encog.neural.networks.training.simple	This package provides simple ADALINE training.
org.encog.neural.rbf.training	This package contains a SVD trainer for RBF.
org.encog.neural.som.training.basic	This package implements neighborhood training for the SOM.
org.encog.neural.som.training.clustercopy	This package provides a very simple trianing method for SOM's.

Uses of BasicTraining in org.encog.ml.svm.training

Subclasses of BasicTraining in org.encog.ml.svm.training

class	SVMSearchTrain Provides training for Support Vector Machine networks.
class	SVMTrain Provides training for Support Vector Machine networks.

Uses of BasicTraining in org.encog.neural.cpn.training

Subclasses of BasicTraining in org.encog.neural.cpn.training

class	TrainInstar Used for Instar training of a CPN neural network.
class	TrainOutstar Used for Instar training of a CPN neural network.

Uses of BasicTraining in org.encog.neural.networks.training.anneal

Subclasses of BasicTraining in org.encog.neural.networks.training.anneal

class

NeuralSimulatedAnnealing This class implements a simulated annealing training algorithm for neural networks.

Uses of BasicTraining in org.encog.neural.networks.training.cross

Subclasses of BasicTraining in org.encog.neural.networks.training.cross

class	CrossTraining Base class for cross training trainers.
class	CrossValidationKFold Train using K-Fold cross validation.

Uses of BasicTraining in org.encog.neural.networks.training.genetic

Subclasses of BasicTraining in org.encog.neural.networks.training.genetic

class

NeuralGeneticAlgorithm Implements a genetic algorithm that allows a feedforward or simple recurrent neural network to be trained using a genetic algorithm.

Uses of BasicTraining in org.encog.neural.networks.training.lma

Subclasses of BasicTraining in org.encog.neural.networks.training.lma

class

LevenbergMarquardtTraining Trains a neural network using a Levenberg Marquardt algorithm (LMA).

Uses of BasicTraining in org.encog.neural.networks.training.pnn

Subclasses of BasicTraining in org.encog.neural.networks.training.pnn

class

TrainBasicPNN Train a PNN.

Uses of BasicTraining in org.encog.neural.networks.training.propagation

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation

class

Propagation Implements basic functionality that is needed by each of the propagation methods.

Uses of BasicTraining in org.encog.neural.networks.training.propagation.back

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation.back

class

Backpropagation This class implements a backpropagation training algorithm for feed forward neural networks.

Uses of BasicTraining in org.encog.neural.networks.training.propagation.manhattan

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation.manhattan

class

ManhattanPropagation One problem that the backpropagation technique has is that the magnitude of the partial derivative may be calculated too large or too small.

Uses of BasicTraining in org.encog.neural.networks.training.propagation.quick

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation.quick

class

QuickPropagation QPROP is an efficient training method that is based on Newton's Method.

Uses of BasicTraining in org.encog.neural.networks.training.propagation.resilient

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation.resilient

class

ResilientPropagation One problem with the backpropagation algorithm is that the magnitude of the partial derivative is usually too large or too small.

Uses of BasicTraining in org.encog.neural.networks.training.propagation.scg

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation.scg

class

ScaledConjugateGradient This is a training class that makes use of scaled conjugate gradient methods.

Uses of BasicTraining in org.encog.neural.networks.training.simple

Subclasses of BasicTraining in org.encog.neural.networks.training.simple

class

TrainAdaline Train an ADALINE neural network.

Uses of BasicTraining in org.encog.neural.rbf.training

Subclasses of BasicTraining in org.encog.neural.rbf.training

class

SVDTraining Train a RBF neural network using a SVD.

Uses of BasicTraining in org.encog.neural.som.training.basic

Subclasses of BasicTraining in org.encog.neural.som.training.basic

class

BasicTrainSOM This class implements competitive training, which would be used in a winner-take-all neural network, such as the self organizing map (SOM).

Uses of BasicTraining in org.encog.neural.som.training.clustercopy

Subclasses of BasicTraining in org.encog.neural.som.training.clustercopy

class

SOMClusterCopyTraining SOM cluster copy is a very simple trainer for SOM's.