Package libai.nn.supervised

Class SupervisedLearning

java.lang.Object

libai.nn.NeuralNetwork

libai.nn.supervised.SupervisedLearning

All Implemented Interfaces:

java.io.Serializable

Direct Known Subclasses:

Hebb, LVQ, MultiLayerPerceptron, Perceptron, SVM

public abstract class SupervisedLearning
extends NeuralNetwork

Created by kronenthaler on 19/03/2017.

See Also:

Serialized Form

Field Summary

Fields inherited from class libai.nn.NeuralNetwork

plotter, progress, random

Constructor Summary

Constructors

Constructor	Description
SupervisedLearning(java.util.Random rand)

Method Summary

Modifier and Type	Method	Description
protected void	validatePreconditions(Column[] patterns, Column[] answers, int epochs, int offset, int length, double minerror)

Methods inherited from class libai.nn.NeuralNetwork

error, error, euclideanDistance2, euclideanDistance2, gaussian, getDefaultRandomGenerator, getPlotter, getProgressBar, initializeProgressBar, open, open, open, save, setPlotter, setProgressBar, simulate, simulate, train, train, train

Methods inherited from class java.lang.Object

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

Constructor Detail

SupervisedLearning

public SupervisedLearning(java.util.Random rand)

Method Detail

validatePreconditions

protected void validatePreconditions(Column[] patterns,
                                     Column[] answers,
                                     int epochs,
                                     int offset,
                                     int length,
                                     double minerror)